a

iris/tab_ddpm/1/0/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,7.699998949265047,2.86561383668265,6.6999983860051255,1.9888168123301115,Iris-virginica
+1,5.7924669549544925,2.6884885541291235,5.099790146495237,1.8878563811646698,Iris-virginica
+2,6.2999550442447525,2.5137881282475423,4.872876078010003,1.5057255947683184,Iris-versicolor
+3,5.84056925295906,2.806860275223557,5.0995420129412485,2.392137401041829,Iris-virginica
+4,5.414905931237161,3.0019174633183945,4.531129536663727,1.503084021279338,Iris-versicolor
+5,7.699998656457442,2.8229668499218215,6.6999980206081675,1.993537348248171,Iris-virginica
+6,5.016210749660852,3.59030252769728,1.3949107471553357,0.2,Iris-setosa
+7,5.16060297005416,3.377636119489119,1.385007613118721,0.2,Iris-setosa
+8,6.628384041292179,2.9852105193632337,4.401049999588367,1.3937432087019368,Iris-versicolor
+9,5.0543515356712945,3.479574351723037,1.3741534920678142,0.2827545803245026,Iris-setosa
+10,5.362871178806772,3.006732925963026,4.526525287550984,1.5221957724164383,Iris-versicolor
+11,5.53299235021619,4.223417750194501,1.4008242867200182,0.2,Iris-setosa
+12,4.950351967895533,3.367902696723615,1.6197018051239984,0.2,Iris-setosa
+13,5.090792480023843,2.4871652181497734,3.2045003806325214,1.0823122117726236,Iris-versicolor
+14,5.524813787128723,2.3849629477277263,3.4883874029055004,0.9774371493549473,Iris-versicolor
+15,6.387434230536846,3.2003929400314552,4.542585871237139,1.5079045519431082,Iris-versicolor
+16,5.543534685539151,2.653440316085933,4.29915972955844,1.2813590223842906,Iris-versicolor
+17,5.731215563792217,4.4,1.535776358263506,0.39348020092131336,Iris-setosa
+18,4.924152065368445,2.4068234044895442,3.3178608736950483,0.9657333999837329,Iris-versicolor
+19,6.783739003017246,2.997813198442291,5.500122801551333,2.0960378914514375,Iris-virginica
+20,5.021999245541423,3.4742005862150496,1.3001619273529366,0.29803218989766594,Iris-setosa
+21,5.209220342837177,2.692903927683347,3.7822758673361587,1.3966347034767148,Iris-versicolor
+22,5.080335953873545,3.642962720766871,1.459276364514505,0.3658444834245034,Iris-setosa
+23,5.463898170421851,2.4198806521966936,3.7503952221433625,1.1135002926629187,Iris-versicolor
+24,5.189164749886293,3.439768302095332,1.5341101393070395,0.2,Iris-setosa
+25,5.905125502234392,3.1981603760951067,4.826069224885335,1.7961078509149582,Iris-versicolor
+26,5.891245880452032,3.1879681521623935,4.751364877174919,1.737793330651242,Iris-versicolor
+27,6.008087363233601,2.994972117022076,4.806798898824686,1.792880169570417,Iris-virginica
+28,6.247437675750179,3.3984479820643108,5.55068792670451,2.4110163785596517,Iris-virginica
+29,5.1449238390659575,3.428696040358464,1.4996267755241932,0.2,Iris-setosa
+30,6.404659425058033,2.731683194261882,5.313367118318443,1.9059887734206975,Iris-virginica
+31,5.547221128465111,2.6224331516378463,4.311714483186079,1.269006126582369,Iris-versicolor
+32,4.979024117056782,3.159028373047057,1.196378141687652,0.2,Iris-setosa
+33,5.1546390236922015,3.455686043172837,1.507259394636259,0.2,Iris-setosa
+34,5.595005073974342,2.3985337580213377,4.0777242169855,0.8079300989968266,Iris-versicolor
+35,7.6999986181256626,2.8164616786532584,6.699998233509161,1.9931115763892344,Iris-virginica
+36,6.690728941744696,2.992096501416846,4.977650177310064,1.6610546595077014,Iris-versicolor
+37,6.690061542173328,3.0476886051990295,4.594105740244751,1.45416384918419,Iris-versicolor
+38,6.394984408435641,3.1006516404290387,5.4647148149387945,1.8020301255755997,Iris-virginica
+39,5.094948642857352,3.83630755209748,1.6455903166324044,0.4619532541980918,Iris-setosa
+40,4.617214196425356,3.667859746216937,1.0,0.2,Iris-setosa
+41,5.333192543771823,3.391054865753354,1.6705024886669977,0.2,Iris-setosa
+42,6.792124812433263,2.9858146789312303,5.500488455360103,2.087446528794298,Iris-virginica
+43,5.521713131417522,4.225543991634693,1.384643398776303,0.2,Iris-setosa
+44,6.0100943940239855,3.3745452812128054,4.505501476869879,1.5845886046175923,Iris-versicolor
+45,6.334357610813871,2.8561319534895238,4.289164778617881,1.2832379169427237,Iris-versicolor
+46,6.2881238378500415,2.69167769489886,4.913806068292152,1.7934317088670504,Iris-virginica
+47,4.873742825170687,3.1289717989595953,1.2931319118609952,0.2,Iris-setosa
+48,6.026459608226845,2.981409393857681,4.833116888978331,1.8021295312403245,Iris-virginica
+49,6.719424285022688,3.2976310754969704,5.696512005049278,2.0693059082061285,Iris-virginica
+50,7.699998737827126,2.7418660277949454,6.7,1.995652509851739,Iris-virginica
+51,5.015416243114799,3.5359205072678708,1.451202619371319,0.33733729644167765,Iris-setosa
+52,4.400000634800188,3.1767181432100084,1.3092271853027995,0.2,Iris-setosa
+53,6.288973787071053,3.3935314630897495,5.593595476434427,2.3978015712382437,Iris-virginica
+54,7.281420412811566,2.916031305110449,6.280656134050225,1.8022278632348863,Iris-virginica
+55,4.4000004855959975,3.2032366139089437,1.318421626684658,0.2,Iris-setosa
+56,4.87229229611092,2.3911064565236924,3.428804700108656,0.9931617611317256,Iris-versicolor
+57,6.9094257306955384,3.2080624520939276,5.71637717457202,2.27025447479586,Iris-virginica
+58,5.104373676939158,3.6462197320106897,1.4727893964147758,0.39536959755850304,Iris-setosa
+59,5.228946918645019,2.7154989864562156,4.066388821829875,1.406621869548494,Iris-versicolor
+60,5.041728920382042,2.4588074802180384,3.0292269014762256,1.1369674121639024,Iris-versicolor
+61,5.166803280524441,3.461630661832394,1.5073823658127026,0.2,Iris-setosa
+62,5.102157153011453,3.309102835712899,1.6948686569905842,0.4320595353298863,Iris-setosa
+63,6.302695293915974,3.399894464156088,5.590595607980994,2.4043029312989384,Iris-virginica
+64,6.354395915059927,2.8421084474275027,4.252981259179315,1.2926725128929195,Iris-versicolor
+65,4.780406372606686,3.401001541128854,1.587417145707696,0.2,Iris-setosa
+66,5.516434357191654,2.402408167595707,3.8581008870578346,1.0208296792830187,Iris-versicolor
+67,5.907305554699963,3.007070016365526,5.098008145320608,1.804088507133417,Iris-virginica
+68,4.498752960200546,2.3022657401836173,1.3119012301293758,0.30870274182124574,Iris-setosa
+69,6.0922472900321925,2.4806493193097174,5.013558248742285,1.9300774978585251,Iris-virginica
+70,6.407869584122239,3.1012373213326163,5.534413017296005,1.809059742334114,Iris-virginica
+71,6.691465332126736,3.305075523862264,5.673154530538052,2.123346700951317,Iris-virginica
+72,5.858215146721881,3.2153769377450714,4.855364515089492,1.835721284414587,Iris-versicolor
+73,6.335571450258753,2.778860228940816,5.086913081661241,1.4951494597540413,Iris-virginica
+74,4.591197762134063,3.585904054231502,1.0000004886038238,0.2,Iris-setosa
+75,4.971959683215081,3.4875311965877804,1.281496153020818,0.30343041221631845,Iris-setosa
+76,5.20293294713664,3.486227799834932,1.4385448370807188,0.2,Iris-setosa
+77,4.489342933419676,2.2960249491118105,1.2961106621737306,0.29387911578160086,Iris-setosa
+78,5.478980872104997,2.4126836745294695,4.034418427864046,0.8572513636194479,Iris-versicolor
+79,5.091970429799974,3.3088411016729617,1.7109549193915787,0.5294953519320145,Iris-setosa
+80,4.8743172881516985,2.9846923632068827,1.4040214630102017,0.2,Iris-setosa
+81,5.971387822525942,3.4064472777838857,4.565836456239573,1.6567883430350074,Iris-versicolor
+82,4.901286219344568,3.0043602259076585,1.4073441430336668,0.2,Iris-setosa
+83,5.189370414541474,3.4184305497471947,1.4168833308297908,0.2,Iris-setosa
+84,5.92028246767192,3.186885449065578,4.8090865016041855,1.7803995193946938,Iris-versicolor
+85,5.622008555787968,3.019644650191965,4.516184925471824,1.5041140783434601,Iris-versicolor
+86,5.080231163562203,2.47724463841104,3.1235354968236386,1.0853972721127865,Iris-versicolor
+87,6.017485084760242,2.692857943961895,5.1063254883282,1.6144774830594824,Iris-versicolor
+88,6.69279273614979,3.0881946732387417,4.4282948186563065,1.411725422471512,Iris-versicolor
+89,5.4251258131831035,3.4370510251974733,1.732362668060614,0.2,Iris-setosa
+90,5.984503640777526,3.390716720308003,4.476296397441634,1.586342342684723,Iris-versicolor
+91,5.986672235122949,2.2,5.014142845155007,1.5021855486859694,Iris-virginica
+92,7.026554213543211,3.0102007243046214,5.815891842504859,2.097450230031288,Iris-virginica
+93,5.334138817413355,3.3995478436114843,1.6891409436459117,0.2,Iris-setosa
+94,6.449425991504924,3.0125224634783843,5.5198154937432555,1.7763921446256414,Iris-virginica
+95,4.400000635394837,2.9335937566221832,1.4001805695453335,0.2,Iris-setosa
+96,4.497551198685261,2.3000332797633978,1.3209860202243275,0.3053470214021762,Iris-setosa
+97,4.610566240063616,3.4012958325408285,1.3952197600697362,0.28358776392013163,Iris-setosa
+98,6.375311399578398,2.8951837444310207,4.296231797940343,1.3087856110064955,Iris-versicolor
+99,6.322905452874535,2.9194633627533246,4.9931139151058455,1.5646159477168002,Iris-versicolor
+100,5.087798107778449,3.74393296892219,1.5112096166029347,0.44424048199126326,Iris-setosa
+101,5.7752526784842075,2.6085679560949107,5.0717763833543446,1.9251292367376407,Iris-virginica
+102,5.543237450167005,3.000316653735077,4.487801762158005,1.506952248950694,Iris-versicolor
+103,4.903012872433611,2.4183790758450483,3.3344538307709533,1.101645440910767,Iris-versicolor
+104,6.393085507534008,3.186944232498133,4.487190263059703,1.4979350849769428,Iris-versicolor
+105,6.019173834813902,2.2,5.000517757148609,1.500424752951346,Iris-virginica
+106,5.908482124362218,3.212736591692288,4.78861330163892,1.7790942546450117,Iris-versicolor
+107,6.9163475728731845,3.183147589185575,5.7020163559848465,2.278182162809978,Iris-virginica
+108,5.960111398924624,2.2,5.013705855684247,1.4791132198005985,Iris-virginica
+109,4.40000075420779,3.180935693768273,1.3292670598750933,0.2,Iris-setosa
+110,6.642688527765942,3.2781147760676084,5.679169283140094,2.4999994200461777,Iris-virginica
+111,6.083398637521496,3.0032109459945633,4.626680433369276,1.3928431525950153,Iris-versicolor
+112,6.318298654442138,3.219206877849236,4.540748999892951,1.5188217252863443,Iris-versicolor
+113,5.112595402482269,3.823690628261178,1.6069765102152371,0.2,Iris-setosa
+114,6.393835573099029,3.1850751731992197,4.514251896332105,1.4959764850166708,Iris-versicolor
+115,5.231299277589023,3.3811686766981497,1.6016648245742122,0.2,Iris-setosa
+116,5.216956450022631,2.737800634685189,4.03865409514575,1.4157354208077835,Iris-versicolor
+117,6.665573346972886,2.9708763296423637,4.9768063838197545,1.682766320106286,Iris-versicolor
+118,6.37261516008195,2.664839273897021,5.274890419865368,1.888867389300605,Iris-virginica
+119,4.985360891803269,3.5197708439421875,1.259186616245293,0.3067270392829025,Iris-setosa

iris/tab_ddpm/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/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/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/1/1/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,4.986153032564117,3.172872584294896,1.2449734837178423,0.2,Iris-setosa
+1,4.977106636961002,3.2935060980346322,1.3959834404460454,0.2,Iris-setosa
+2,5.3677356451466425,3.9198774800034304,1.3286548112925414,0.4450505220136218,Iris-setosa
+3,5.693480283374217,4.3999988870541955,1.4986838374338853,0.3865536126332019,Iris-setosa
+4,5.574959707628285,2.669137745922897,4.2508429533970284,1.2872277324576737,Iris-versicolor
+5,5.020915296674764,3.2593086130342788,1.250562219330722,0.2,Iris-setosa
+6,5.5283777980573,2.60255922498261,4.354254480283008,1.2740173315976413,Iris-versicolor
+7,5.8028162639003265,2.698631385534515,5.11020477956373,1.9001850033680912,Iris-virginica
+8,6.032013028656816,3.410536399690035,4.505068243664776,1.6027155091513468,Iris-versicolor
+9,4.85370958516906,2.4045996644275176,3.218689150959906,0.8850470936294652,Iris-versicolor
+10,6.593291847802298,3.0204513324852114,4.787186735219122,1.5027944575095136,Iris-versicolor
+11,4.4,3.2159252233647755,1.2910064220873307,0.2,Iris-setosa
+12,6.414405712229459,2.9283471928984253,5.539664954893098,1.8045928374149334,Iris-virginica
+13,6.696443247721804,2.9965458367931035,5.000488210540269,1.718776404604739,Iris-versicolor
+14,4.901403870144587,3.0219475416211594,1.380822151898281,0.2,Iris-setosa
+15,4.4000005653642935,2.8953819363902475,1.396805521917388,0.2,Iris-setosa
+16,5.045069002561114,2.4703015119189486,3.016615593733567,1.10724533656562,Iris-versicolor
+17,5.436327534309268,3.397966349039827,1.8880566566809502,0.2,Iris-setosa
+18,6.044314339009544,2.7315797812295544,5.096350261236724,1.612120512881972,Iris-versicolor
+19,5.984973737447135,3.0050831014735193,4.860650315085389,1.8071807917318117,Iris-virginica
+20,6.824030180960124,3.2417301999549966,5.7004983149262,2.227533194747686,Iris-virginica
+21,6.823175904597866,3.278931296862467,5.669715299449302,2.5,Iris-virginica
+22,6.293837690492655,3.3857065077433495,5.592911142469029,2.4088650949015085,Iris-virginica
+23,7.7,2.7911286868407363,6.7,2.001454913464118,Iris-virginica
+24,6.977936606293824,2.9994539501237396,5.682157430132994,2.1012982132002467,Iris-virginica
+25,4.983613720782145,3.2624491163420037,1.4094749449030166,0.2,Iris-setosa
+26,5.1856273581244405,3.4218322447374034,1.4039727220094542,0.2,Iris-setosa
+27,7.213772894510342,2.9850091718787333,6.032130516523795,2.0441784065867137,Iris-virginica
+28,6.692829453663472,3.312659816849199,5.7359732488263155,2.0951197276718676,Iris-virginica
+29,5.888959468004016,3.1975489474302115,4.825311050372685,1.8219910246044624,Iris-versicolor
+30,6.1023703187069405,2.999467779980592,4.567159067062108,1.3787615435348854,Iris-versicolor
+31,5.570019301488325,2.6565427610956363,4.227984938750033,1.273830670054557,Iris-versicolor
+32,6.347290066673105,2.718760146108786,4.9044899990668425,1.7927036450339076,Iris-virginica
+33,7.292763721860316,2.9079535635191087,6.303841268617926,1.7829265167451462,Iris-virginica
+34,6.309146005710856,2.8936444627528513,5.600672162464034,1.8119585006875012,Iris-virginica
+35,5.391055516644438,3.876637916820382,1.3300438418547902,0.38270534040857573,Iris-setosa
+36,6.005103765192965,2.958460807639351,4.768401388830037,1.7882769218985244,Iris-virginica
+37,5.399599073557566,3.9279596957958947,1.272621687848917,0.5910987635274774,Iris-setosa
+38,6.015693205954173,3.381199627895354,4.494922726175871,1.5840125926218749,Iris-versicolor
+39,4.5850521623965,3.6095164335502754,1.0,0.2,Iris-setosa
+40,5.052169610414937,3.486486348378023,1.3051391140156388,0.27043091153364734,Iris-setosa
+41,4.834815219811838,3.0750883580210324,1.4967879371036288,0.10000014485556544,Iris-setosa
+42,5.093766719532986,3.3011852132955606,1.6969626036183183,0.4551341728642475,Iris-setosa
+43,6.4654521489298835,2.9292526682695708,4.342314844591501,1.345658607714231,Iris-versicolor
+44,5.704173081597482,2.7495830106153534,4.165425382522197,1.2952947036676719,Iris-versicolor
+45,5.416171076758889,3.892754752272692,1.861568271834821,0.42165616641792797,Iris-setosa
+46,6.333347237794775,3.391046954828716,5.597742732434344,2.405405233504204,Iris-virginica
+47,4.9059721215434795,2.9907755943465095,1.3944341421719648,0.2,Iris-setosa
+48,5.489980317697291,4.2221840662872285,1.392409742072426,0.2,Iris-setosa
+49,5.15745189902545,3.4550237731332443,1.4911959874684158,0.2,Iris-setosa
+50,5.884126121627388,3.193060124595502,4.833599463699289,1.8044137780592184,Iris-versicolor
+51,4.911187859234934,3.0595160710461786,1.3949290322463868,0.2,Iris-setosa
+52,5.54356536877635,2.632057150223905,4.284898434376748,1.2660090574362057,Iris-versicolor
+53,6.725037579706441,3.307540357850693,5.6816814847068695,2.5,Iris-virginica
+54,5.763681362946316,2.668087367773278,5.087332405782929,1.9284108671806999,Iris-virginica
+55,5.0882990524306315,3.51179372729481,1.387761267490768,0.30420591332723346,Iris-setosa
+56,6.391284304348946,3.102218769681478,5.50679228616937,1.806070219696978,Iris-virginica
+57,5.615892054373095,2.9997102766196253,4.140849577093933,1.2985870487819704,Iris-versicolor
+58,6.348743190213185,2.9413460164599767,5.555752739936643,1.8109886378703381,Iris-virginica
+59,5.21228792639437,3.40950353619849,1.4032924502137782,0.2,Iris-setosa
+60,6.069995444163611,3.007685708818516,4.582932589977369,1.3966267013969111,Iris-versicolor
+61,6.0037427495003355,2.990319347928679,4.79682690655209,1.792770031077354,Iris-virginica
+62,5.109811937165544,3.778115215540143,1.8756791324013276,0.37139716304391357,Iris-setosa
+63,4.813803943572561,3.4066711901068416,1.5911377594316327,0.2155812929875261,Iris-setosa
+64,4.4,2.9141425784058077,1.4059032677945285,0.2,Iris-setosa
+65,5.46677128594456,2.9995095570551404,4.549339790077678,1.5030010861518412,Iris-versicolor
+66,5.15006552312282,2.4650560183446926,3.2490883659040453,1.0717707734185198,Iris-versicolor
+67,4.860905714930573,2.384915060034979,3.3206108588208245,0.9635474585071053,Iris-versicolor
+68,5.11901159927509,2.4867377969928453,3.0589102093626392,0.984844047130763,Iris-versicolor
+69,4.984768809633994,3.1828797109345355,1.2139077193727463,0.2,Iris-setosa
+70,5.193403115787649,3.4116854523356603,1.463628974787941,0.2,Iris-setosa
+71,5.480738511216344,2.4129431167174573,3.9218014426645995,1.117585868456458,Iris-versicolor
+72,4.630923025803645,3.2003716836066958,1.3909741009070986,0.2,Iris-setosa
+73,5.500213928550715,3.0077981060074954,4.535912593249709,1.5085176196147565,Iris-versicolor
+74,5.497192095193402,2.3956491086952583,3.6384331115172115,0.89219615085727,Iris-versicolor
+75,5.588366163708069,3.0034955394397054,4.498779829650339,1.4988006244220367,Iris-versicolor
+76,4.911811196563685,2.4085516056746785,3.2576383113185177,1.0328724911437652,Iris-versicolor
+77,4.4,3.1547456633289275,1.3341417515864837,0.2,Iris-setosa
+78,4.900070846696836,2.403175040646942,3.1882648295273315,0.9890085612892623,Iris-versicolor
+79,6.3052849904649175,2.7016328055418164,4.919150005864145,1.8118579837468975,Iris-virginica
+80,5.0765920968311145,3.516206183969728,1.402331379079985,0.3252537518516438,Iris-setosa
+81,5.091676923922518,3.37100892188921,1.380820488335703,0.2,Iris-setosa
+82,6.090856783543255,2.600968647552552,5.575690444755867,1.3959180321055902,Iris-virginica
+83,5.992624815761356,3.3926919082788087,4.483515022845039,1.5615170692598062,Iris-versicolor
+84,5.8170334392280445,2.7941902952136783,5.118000628091674,2.4063688192106265,Iris-virginica
+85,6.661331475159096,3.318963645493801,5.590108303970153,2.4999994192416315,Iris-virginica
+86,6.001569796351587,2.200000287739515,4.988072273366391,1.5010725870543709,Iris-virginica
+87,6.688358309964233,3.28585027994318,5.778758730847954,2.49999937789962,Iris-virginica
+88,6.6864989888895705,3.317904773092553,5.715016818118283,2.499999227072821,Iris-virginica
+89,4.4,2.9236936541401444,1.3789025256420275,0.2,Iris-setosa
+90,6.096242061265997,2.5933013239018132,5.601422764113777,1.3961398109846286,Iris-virginica
+91,6.095554805627328,3.3088525961488116,4.493521471106787,1.6013441462180746,Iris-versicolor
+92,6.255736169107583,2.6171380895879173,4.967162636276129,1.555012532485119,Iris-versicolor
+93,6.568022423962706,2.9637840432866334,4.344334050771073,1.378343536701494,Iris-versicolor
+94,6.304952762962392,2.5043705364773086,4.999285874546829,1.8995913558618582,Iris-virginica
+95,5.444988050338779,2.999905455669602,4.498559180988923,1.5002505431475976,Iris-versicolor
+96,5.063778408370231,3.492280086294902,1.3423205903783801,0.28393737504956085,Iris-setosa
+97,5.817156916345627,2.7078202047076214,5.113731848401538,1.9144130162997504,Iris-virginica
+98,7.7,2.806532547395304,6.7,1.9959895515610986,Iris-virginica
+99,6.396255567997861,2.7268297581254513,5.329610274628191,1.8912974629980988,Iris-virginica
+100,7.7,2.8130798758175426,6.7,1.9991063137912244,Iris-virginica
+101,5.999509822699778,3.4023691765753155,4.545072483447398,1.5918655031894224,Iris-versicolor
+102,5.896598286075403,3.196856159534822,4.807434298001823,1.7819714251844492,Iris-versicolor
+103,6.284683763463593,2.7215015585450684,4.905593934276939,1.7794286890829478,Iris-virginica
+104,6.607677601341258,2.9901951809788443,4.396154325381884,1.4073412285410267,Iris-versicolor
+105,5.998253308387433,3.397533383957441,4.486616071363495,1.589405981494251,Iris-versicolor
+106,5.584609622890769,2.7290241515600266,4.156676031052207,1.2948176751200051,Iris-versicolor
+107,5.576254226691701,3.0156224906252342,4.092147719609923,1.3200222868471194,Iris-versicolor
+108,6.463738914170043,3.076113930752049,5.500057864778501,1.8182109673110367,Iris-virginica
+109,5.482346198734512,2.6089102934659176,4.44160550927741,1.1595813178819427,Iris-versicolor
+110,5.760470801129358,2.657719554502308,5.09099688510186,1.9218967367285065,Iris-virginica
+111,6.904452847412236,3.2014880748249652,5.69944260790539,2.294138600190902,Iris-virginica
+112,5.9715980321419435,2.2,4.988077925219175,1.4865925705989511,Iris-virginica
+113,4.582950866974553,3.2135957756365925,1.3624210493519306,0.2,Iris-setosa
+114,4.59970352337912,3.368954765044128,1.3818192453154525,0.29074653553009766,Iris-setosa
+115,4.884817142146755,3.1000609719133196,1.5098017010713167,0.1,Iris-setosa
+116,6.293844852708467,2.6875527504889796,4.911783340197137,1.794167308296578,Iris-virginica
+117,5.208645549202891,3.4061260994303786,1.3930932790065333,0.2,Iris-setosa
+118,5.385419347008005,3.911011335333886,1.4531602834658155,0.2,Iris-setosa
+119,5.910321294911485,3.2025195030596345,4.786446862673191,1.7718614106518877,Iris-versicolor

iris/tab_ddpm/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/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/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/1/10/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.531749276297764,2.420817643233048,3.8301998921104268,1.0798796356282403,Iris-versicolor
+1,6.021131969998005,2.7067542620152363,5.185298088313915,1.6053079680271316,Iris-versicolor
+2,5.999760409182319,2.9871042446055074,4.812517073775996,1.8105222253828603,Iris-virginica
+3,6.0078524704807394,3.4034170711221168,4.46897599740433,1.590591996593162,Iris-versicolor
+4,6.698534137070848,3.2907400148719055,5.746921666004321,2.4999993568960237,Iris-virginica
+5,5.929647198632992,2.9907105413373922,4.2116492207504805,1.4909993156737498,Iris-versicolor
+6,4.860138479322789,2.4109989610908285,3.1044944999198947,0.8107959914817278,Iris-versicolor
+7,6.439265311245168,3.191328632105217,4.496872308377932,1.4898914557202891,Iris-versicolor
+8,5.310355012801355,3.578134514801942,1.5702170010367824,0.2,Iris-setosa
+9,6.578871449565429,3.2352888430352484,5.610191662479128,1.9970544682189004,Iris-virginica
+10,6.352136940699934,2.2950764275564586,4.468664425993674,1.2874510243158686,Iris-versicolor
+11,5.922243681233081,3.2006316084883655,4.767417822115607,1.8168463004555886,Iris-versicolor
+12,4.992481647846891,3.2667511924638357,1.4003544509639116,0.2,Iris-setosa
+13,6.315363462942123,2.522867134567579,5.027038040834955,1.9029151782595104,Iris-virginica
+14,5.085928591419121,3.6526264780006064,1.4632945338781396,0.3985735143042217,Iris-setosa
+15,5.509921863567464,2.3942300381365698,3.789829359520848,1.093349057758181,Iris-versicolor
+16,5.094462632133397,3.7686031861297726,1.6040781549149206,0.2,Iris-setosa
+17,5.980126215698044,2.2,5.011184796571438,1.4896217327428278,Iris-virginica
+18,5.695246144016878,2.9984229701802834,4.380383744088048,1.4982582145471104,Iris-versicolor
+19,5.995934116247325,3.3979561205426285,4.501252174494113,1.5913767135881116,Iris-versicolor
+20,5.121593936364643,3.702582343345724,1.5769164730644616,0.2,Iris-setosa
+21,5.0938754309429966,3.3056007661544378,1.6927684100390499,0.34487276148570206,Iris-setosa
+22,6.183721508797797,3.0448823148242923,4.603006998655278,1.4475046083686036,Iris-versicolor
+23,5.882218854770357,3.1931560762999722,4.835901296838673,1.790974301317138,Iris-versicolor
+24,5.7990368412907625,2.8242563264313287,5.09884730360691,2.3850681087301093,Iris-virginica
+25,6.855056674539267,3.2044304959263425,5.6796628688135735,2.3021205568476826,Iris-virginica
+26,5.3930813753919855,3.8399742889158146,1.3028847382496207,0.40540652147123074,Iris-setosa
+27,7.699999085058122,2.7772794800593896,6.699998562566476,1.9675442347926078,Iris-virginica
+28,5.37290116731154,3.947224972878767,1.2998333848430268,0.5287747593637773,Iris-setosa
+29,5.993398569352442,2.2,4.958881562285007,1.5025581790360565,Iris-virginica
+30,4.48690021628789,2.3000729154863016,1.3056968317644821,0.28837130665908745,Iris-setosa
+31,5.398015424559995,3.9145632391089054,1.681404963373929,0.39644848567195046,Iris-setosa
+32,6.3016181935604525,2.7046023843664635,4.9012823355872035,1.767190969336138,Iris-virginica
+33,7.117388524182081,2.9981373485509404,5.894243816215391,2.107006009708534,Iris-virginica
+34,5.5036974183034575,4.210661140286407,1.4041539378082717,0.2,Iris-setosa
+35,6.299415289243902,3.4122960932949904,5.624037069209049,2.410635340140979,Iris-virginica
+36,5.9886405523167605,3.4205142219492335,4.517349613779817,1.6315000068164762,Iris-versicolor
+37,5.098082430953084,3.7763060647335798,1.9289397460667768,0.3989167251712944,Iris-setosa
+38,5.218235820975731,3.469061132084491,1.5275045954966675,0.2,Iris-setosa
+39,5.9901484005305035,2.703947326436617,5.082321912848779,1.578333889058889,Iris-versicolor
+40,6.122947568255765,2.9908962292683796,4.583618744167978,1.382925913848829,Iris-versicolor
+41,6.684108675993217,3.285798852909546,5.688813704991803,2.09006387080605,Iris-virginica
+42,6.723962952925173,2.987981617011409,4.992810998189042,1.7046922385176406,Iris-versicolor
+43,5.765139725186199,2.681514373335729,5.0877370194038845,1.9156677879665396,Iris-virginica
+44,5.524615071082031,4.211771260980506,1.409094541570797,0.2,Iris-setosa
+45,5.603659148496163,2.4012312695708067,3.893293412279726,1.0654020662871002,Iris-versicolor
+46,5.101287096204932,3.7930501593066106,1.8395258965240608,0.4682823884049796,Iris-setosa
+47,5.334142970358702,3.8454942640063567,1.4871724521581557,0.2,Iris-setosa
+48,5.502427859286942,2.5678960234157016,4.356707567328989,1.0218981636209534,Iris-versicolor
+49,7.699998816072565,2.809763807837824,6.699998286294683,1.9932766717729995,Iris-virginica
+50,5.791000452109804,2.6601901599835225,5.1131932477673105,1.9090226995429216,Iris-virginica
+51,6.413717263848346,2.567328376418568,4.879844060609765,1.5279806716410111,Iris-versicolor
+52,5.4180079104647545,2.998334941434014,4.457135008053933,1.4859742187352951,Iris-versicolor
+53,6.326962248591726,2.481485270790165,4.882278433999641,1.4926683201629853,Iris-versicolor
+54,5.556321783522694,2.645513811822926,4.35712685429479,1.267604134429464,Iris-versicolor
+55,5.7278998756977675,2.5221267158115226,5.007237836220079,1.992402398212594,Iris-virginica
+56,5.877332696145258,3.1888115486768673,4.79831854835769,1.7855215761143086,Iris-versicolor
+57,5.900307843165267,3.2001294127683244,4.806061985188072,1.7945584718653076,Iris-versicolor
+58,5.702820461262918,2.506979159242538,5.011245350605088,1.9958322158440236,Iris-virginica
+59,6.404709657897061,2.8681666687923544,5.438464103205709,1.8518834123483334,Iris-virginica
+60,6.283330434875251,2.501448795400698,4.889180159425565,1.5030828082820622,Iris-versicolor
+61,6.74982314654915,3.2843015404927063,5.805577250459838,2.5,Iris-virginica
+62,5.87266998207137,3.0061726802338073,5.125568069348333,1.808980830555005,Iris-virginica
+63,7.699998769877378,2.8112035592059255,6.699998214240474,1.9835063709748044,Iris-virginica
+64,5.544468880877562,3.0219136405856286,4.567140722900522,1.5120354312576423,Iris-versicolor
+65,5.079578853159269,2.5013544701771555,2.87312343006602,1.2299591255871205,Iris-versicolor
+66,5.3145887913814684,3.9229536287781825,1.684184118162232,0.3613142478259873,Iris-setosa
+67,5.747628471790585,2.383615839962001,4.1341527930437465,1.190967369754183,Iris-versicolor
+68,5.0803266840479,3.388339025617587,1.51122414400582,0.2,Iris-setosa
+69,6.521272431544917,2.9931955120432567,5.525803460174988,1.8029165513847134,Iris-virginica
+70,6.114481702097041,2.607119953309955,5.587005421375638,1.4319951787677914,Iris-virginica
+71,6.6664382435044,3.0858515263533963,4.406152628759876,1.4097158262808707,Iris-versicolor
+72,6.383589075973576,2.672944773926538,5.355352114096882,1.8865918896251506,Iris-virginica
+73,5.560333020898388,3.009197147715468,4.109458314871221,1.3038087899292352,Iris-versicolor
+74,4.972164257805952,3.5946711220680667,1.4033871517206487,0.2,Iris-setosa
+75,4.6243523960992325,3.267373365627113,1.4236769898082147,0.2,Iris-setosa
+76,5.228310719798419,3.469238385740887,1.4241750097946417,0.2,Iris-setosa
+77,4.4,2.9200105207075304,1.4132724971856354,0.2,Iris-setosa
+78,5.289509928975676,3.6852414372561677,1.5065043689527122,0.2,Iris-setosa
+79,4.4,2.8940471743291902,1.3641680869840824,0.2,Iris-setosa
+80,5.058420126940286,3.3928983186478954,1.4994160454918688,0.2,Iris-setosa
+81,5.597452808592091,3.0008099841554565,4.019121079981827,1.2971430175781722,Iris-versicolor
+82,5.135300471343872,3.841990483505335,1.8911647983763777,0.42771056045132616,Iris-setosa
+83,4.604494936942625,3.334578097446234,1.3964326151591364,0.23603865856913703,Iris-setosa
+84,4.918228420030184,3.027978891867712,1.3949523838064768,0.2,Iris-setosa
+85,5.009186567964808,3.6032411319981885,1.3775128883774572,0.2,Iris-setosa
+86,6.592177563518596,2.9563091865129794,4.3541679081448,1.390067375847102,Iris-versicolor
+87,6.684403149911959,3.3559131277129817,5.748389789892627,2.5,Iris-virginica
+88,5.812175654950645,2.7160144015749528,5.089574354439458,1.884272881484896,Iris-virginica
+89,5.088147870030079,3.7306384897218106,1.4852061151243565,0.4772506821466202,Iris-setosa
+90,5.01736200849016,3.3905773678941014,1.4022730981802445,0.2,Iris-setosa
+91,6.276429328628564,2.3242374023832566,4.4997654565213265,1.3291169042898838,Iris-versicolor
+92,6.012175505980158,2.7014814531720632,5.0897052569893475,1.6391588746074748,Iris-versicolor
+93,5.20339001228597,2.725830984330877,3.9408666964586985,1.414703542945924,Iris-versicolor
+94,5.78873876223666,2.6944743444633628,5.1194883648627565,1.8958733746395953,Iris-virginica
+95,7.1972656112339095,2.9830227896743864,6.044633457080361,2.0698662464760056,Iris-virginica
+96,5.106416413474306,3.641118500016767,1.5809186535972621,0.2,Iris-setosa
+97,7.6999990236571225,2.8508325052648487,6.699998999501867,2.019333378695576,Iris-virginica
+98,6.766600378548092,3.0041965346560793,5.508723278569632,2.096618866613045,Iris-virginica
+99,5.503362622536752,2.4082177467895707,3.720059519857675,1.0877764726345296,Iris-versicolor
+100,5.406817649354926,3.8476463528503717,1.3029574291399248,0.3932456220136451,Iris-setosa
+101,7.055936720457291,3.0041831229055647,5.800036685871419,2.096756140514009,Iris-virginica
+102,5.994182130632739,3.4228723886048638,4.4538440936279375,1.5910396457792197,Iris-versicolor
+103,5.387289761593792,3.870354847775656,1.6517043394082576,0.3938514518406665,Iris-setosa
+104,4.991876468140852,2.4548988778273424,3.459186866940112,1.1455478542311694,Iris-versicolor
+105,5.6715346155826705,2.506697026100858,5.028499525377601,2.039269354769586,Iris-virginica
+106,4.400000649626576,2.9058285152039325,1.4012416729960293,0.2,Iris-setosa
+107,7.1798702635883425,3.003905423528481,5.9708335257361576,2.0931327121951404,Iris-virginica
+108,4.582397485708143,3.612369973161071,1.0000003875231938,0.2,Iris-setosa
+109,5.5208201213538155,2.592713275157498,4.427779367079361,1.1653369425626439,Iris-versicolor
+110,7.7,2.845995863972311,6.7,1.9886529793684464,Iris-virginica
+111,5.0027459035586705,3.509239661919096,1.3264995544643305,0.29471825473272517,Iris-setosa
+112,4.602048992243688,3.600213899719248,1.0000003817571095,0.2,Iris-setosa
+113,4.995375465992083,3.2748749832036914,1.4097651037984216,0.2,Iris-setosa
+114,6.697799878635968,3.006317604292756,4.97540172872923,1.666894505668095,Iris-versicolor
+115,5.787610435576703,2.701931263270329,5.105739890674352,1.9043951588713832,Iris-virginica
+116,5.254578255741257,3.3912260528137947,1.6280462354439924,0.2,Iris-setosa
+117,6.718514597385026,3.0298010277343463,4.972406664072548,1.6777676427625863,Iris-versicolor
+118,5.104975148347599,3.351935815789909,1.3831344689525036,0.2,Iris-setosa
+119,4.945524037497989,3.105347388482247,1.372291551957191,0.2,Iris-setosa

iris/tab_ddpm/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/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/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/1/11/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1092624682339025,3.5983737972224965,1.4843496284989588,0.39916540219867325,Iris-setosa
+1,6.2831970528100385,3.3978512170175086,5.607052970093941,2.3968698698908444,Iris-virginica
+2,6.427867933365185,2.910666676779263,4.3147125974596605,1.3166539866552802,Iris-versicolor
+3,5.559638002284902,2.689208364720361,4.204347929231487,1.3106077938632896,Iris-versicolor
+4,5.0616760379685,2.475237437286991,2.873331686782534,1.1563439468687933,Iris-versicolor
+5,4.595939329284041,3.6209783604701693,1.000000442523262,0.2,Iris-setosa
+6,4.837569861053409,3.0660612849306896,1.5065326080660144,0.10000011036672662,Iris-setosa
+7,5.003557891489158,3.1766766640999737,1.1878847442037677,0.2,Iris-setosa
+8,7.69999898661826,2.8072085512408025,6.699998934661329,1.9923277054648458,Iris-virginica
+9,5.443229099909834,3.004762248171653,4.553579091528991,1.50994825851295,Iris-versicolor
+10,6.925000328801785,3.1901523981726125,5.746224057235736,2.288503641398374,Iris-virginica
+11,5.79588119792873,2.602110314499229,5.051158661205119,1.9456164697379872,Iris-virginica
+12,6.296726533749398,2.5423549357289628,5.030508081808795,1.8781051132780402,Iris-virginica
+13,5.042442515502004,2.470134455654728,3.20531528425,1.0596378100686104,Iris-versicolor
+14,5.112999676589605,3.813628574128738,1.6855614289317744,0.49793922762224907,Iris-setosa
+15,5.34273513564944,3.837997410546651,1.583625032981493,0.2,Iris-setosa
+16,6.757951633315373,3.001314494613412,5.503391430021361,2.1068214450764984,Iris-virginica
+17,4.874612878748865,3.0944905492357377,1.4919042734490657,0.10000011700862271,Iris-setosa
+18,5.692065341705996,2.491564807853493,5.005607975136865,1.9988692707398035,Iris-virginica
+19,5.973254575971669,3.3689529167362515,4.486939287486357,1.598423624540321,Iris-versicolor
+20,6.115882742065265,3.0167639232364203,4.555710915829774,1.4020553249929173,Iris-versicolor
+21,7.699998895016538,2.832597328741048,6.699998673226325,2.0166522957073063,Iris-virginica
+22,6.695373162878012,3.3009152007245723,5.671054343109004,2.499999350273615,Iris-virginica
+23,6.380598814991579,3.122394738759072,5.518754217817319,1.8108753192403306,Iris-virginica
+24,7.699997637466024,2.828064252552377,6.69999787808577,1.9982923764102505,Iris-virginica
+25,7.074178100895637,3.010055797169958,5.871607306321096,2.129721756283538,Iris-virginica
+26,5.498716872260365,2.4303610596896923,4.026710829183328,1.166647327853286,Iris-versicolor
+27,7.287865986269287,2.9069105797927053,6.302340506289891,1.8083193114890315,Iris-virginica
+28,4.918923082243719,3.0844867635466797,1.3917553936267217,0.2,Iris-setosa
+29,6.708297890329618,3.0741011736689496,4.430158510609311,1.3916116412561548,Iris-versicolor
+30,6.284976683845916,2.304585766962232,4.433774578104542,1.2857575503013507,Iris-versicolor
+31,5.998160190680113,2.6996270188455758,5.11656068732995,1.611255119091468,Iris-versicolor
+32,5.480792811444879,4.1752987735592395,1.3424939404798963,0.2,Iris-setosa
+33,5.372629874510988,3.411725327144382,1.6719490335061125,0.2,Iris-setosa
+34,5.08027645935405,3.293116542797434,1.6951781281039051,0.5270085182989173,Iris-setosa
+35,6.39504774209396,2.9268506284936318,5.331183543152155,1.7960389051819703,Iris-virginica
+36,6.287996860792659,2.9140478576181748,5.568926547865218,1.7838327834575654,Iris-virginica
+37,5.3155927472101165,3.449763150089969,1.6228759903655658,0.2,Iris-setosa
+38,4.998180439702091,3.5426606355515444,1.3478355281393108,0.2874571249638875,Iris-setosa
+39,5.094983928964552,3.3808077196357025,1.499375576351475,0.2,Iris-setosa
+40,5.184275774903273,2.6937851784962676,3.8701676443589754,1.399875700901267,Iris-versicolor
+41,6.681042204080002,3.297314626458329,5.639095176974663,2.5,Iris-virginica
+42,5.515603029619659,2.5862054462958266,4.366431766245805,1.1331308139947855,Iris-versicolor
+43,5.0026689576856604,3.605062727869277,1.4021464563798698,0.2,Iris-setosa
+44,5.3181927548718715,3.7255905559362095,1.4959817955003976,0.2,Iris-setosa
+45,5.198817687859816,2.4546942801168528,3.3149646922450433,0.8950438478584773,Iris-versicolor
+46,5.08408519880074,3.809317029820196,1.6198034311302318,0.27423855724654317,Iris-setosa
+47,4.888402190408207,3.1005834247299786,1.5004966931921508,0.1,Iris-setosa
+48,4.4,3.205284956027282,1.3104146261482903,0.2,Iris-setosa
+49,5.517642184626411,2.3871740213631405,3.682567117839617,0.9943976302326829,Iris-versicolor
+50,6.014151861747799,3.3864033564670484,4.519354907837394,1.6033494013903484,Iris-versicolor
+51,5.077387918151822,3.4920087770721606,1.402609739243856,0.3095571171363174,Iris-setosa
+52,6.77097262421259,2.9958750775648815,5.472887231880131,2.1013058948848062,Iris-virginica
+53,6.357930097767034,2.8643912448688145,4.301116728731662,1.2897820113236673,Iris-versicolor
+54,6.673624223533705,3.2940063819736483,5.738004196756987,2.499999532357891,Iris-virginica
+55,6.317149251866888,2.523990617507009,5.035885663367159,1.9039293903610113,Iris-virginica
+56,6.0031058025269655,3.4155072629441565,4.514706415525811,1.5985241332087827,Iris-versicolor
+57,4.4,3.079892129633632,1.3261830331153575,0.2,Iris-setosa
+58,5.108344819615292,3.8687550165774476,2.1534108998127333,0.3958461479936898,Iris-setosa
+59,6.709091328277542,3.2745548869830725,5.672862642838753,2.4999993245597905,Iris-virginica
+60,6.013846398573932,3.3854435716270084,4.467529796389863,1.6035810839026463,Iris-versicolor
+61,6.294496876784218,2.3119293241548586,4.401562008696935,1.2916799772684608,Iris-versicolor
+62,6.800255434748759,2.9774906177246985,5.451219860214378,2.0845205462890473,Iris-virginica
+63,4.628176799556525,3.2551733624186996,1.4042794038884603,0.2,Iris-setosa
+64,6.340945076987053,2.8927850159552273,5.564761448251425,1.817979738396203,Iris-virginica
+65,5.569955525833399,2.6630715647574474,4.293060180500407,1.262500060257628,Iris-versicolor
+66,6.727652229952875,3.004824626469516,5.009502427307844,1.7003940704960832,Iris-versicolor
+67,6.700829569971389,3.3007418773361175,5.6508036524809055,2.087097711511913,Iris-virginica
+68,5.084431093833083,3.5070763218333036,1.3963400810067534,0.3046602212974538,Iris-setosa
+69,5.942742248660438,2.2,5.002482429364464,1.4845500187552885,Iris-virginica
+70,6.316619122924133,2.5282331344835915,5.0235471452968845,1.8977426443844114,Iris-virginica
+71,6.302469737695326,2.5172635389832525,4.9775000406831875,1.860853146263654,Iris-virginica
+72,4.588588129896587,3.1941519717502858,1.377163373236863,0.2,Iris-setosa
+73,7.699998795149011,2.822612542866352,6.699998803302202,1.9987742121912253,Iris-virginica
+74,6.102798811743508,3.0035956891615427,4.649285703461558,1.4007465577848177,Iris-versicolor
+75,5.809185208154879,2.780875165404931,5.086624571453366,2.4005521117961983,Iris-virginica
+76,5.484793500907123,4.185288735533815,1.356585132146368,0.2,Iris-setosa
+77,6.475610689602473,2.9330989603891164,4.3187639324018345,1.322851828944641,Iris-versicolor
+78,5.990516599183756,2.691385673780914,5.09667006080087,1.6144631087612173,Iris-versicolor
+79,5.697292850423863,2.521310133749782,5.003004805851114,1.9850884484955333,Iris-virginica
+80,5.239310904622986,3.3822238107791955,1.6071497779208195,0.2,Iris-setosa
+81,6.447137006992742,3.157351320738541,4.5729642425330335,1.495598502316447,Iris-versicolor
+82,5.42674864005571,2.990802558611695,4.484436134526376,1.5056614520401885,Iris-versicolor
+83,5.9949328813918905,2.7000170428595704,5.096682140619326,1.583070396600601,Iris-versicolor
+84,5.800923062340505,2.700951692044837,5.103378165795282,1.9049953555526722,Iris-virginica
+85,4.9998600098479,3.2144378432532674,1.2039173396523033,0.2,Iris-setosa
+86,5.796597087842536,2.7063826086092004,5.099226019207805,1.8913757251243029,Iris-virginica
+87,5.095625711066627,3.751215084166334,1.844962938848041,0.4211764861897146,Iris-setosa
+88,5.472429985570413,2.3941019457235404,3.633977529208218,0.9776500539540111,Iris-versicolor
+89,5.90622964084342,3.204186671647326,4.846167539676649,1.7814317161804405,Iris-versicolor
+90,5.720491926590204,4.4,1.4978985516594185,0.5362053395129707,Iris-setosa
+91,5.614993704616987,2.995133136748176,4.171888824379168,1.3019077225621765,Iris-versicolor
+92,5.068515023017113,3.7789952553358788,1.60918609117601,0.2,Iris-setosa
+93,5.0927266064748515,3.8052409758477763,1.9056097309560496,0.3881969263473539,Iris-setosa
+94,5.0058465717645735,3.51122623979519,1.2907275771602469,0.27995235508616423,Iris-setosa
+95,7.699999078411597,2.806564030782188,6.7,2.0019918768152927,Iris-virginica
+96,5.098698724313211,3.30599888504276,1.826298308877231,0.575070218420336,Iris-setosa
+97,5.715028371871122,2.497196359442101,4.995155315465066,1.9981519273168602,Iris-virginica
+98,5.35906708901259,3.392116051047806,1.6590515368941432,0.2,Iris-setosa
+99,5.795261562424978,2.8035414848268183,5.16723887482252,2.401083423716876,Iris-virginica
+100,6.687103104620283,3.0055616335775337,4.98764247698862,1.6685071419062025,Iris-versicolor
+101,5.551009790350286,2.9524624983708896,4.119239268523209,1.2910696415968044,Iris-versicolor
+102,5.089917147623287,2.523771247859349,3.252576842820758,1.2793883962002146,Iris-versicolor
+103,5.801756262009321,2.7168082165160246,5.119573368727702,1.8983865944473415,Iris-virginica
+104,5.51572348564599,2.468499929547778,3.8893128412332665,1.1844665255531772,Iris-versicolor
+105,5.075384715989941,3.2998914256434646,1.7863335277881918,0.4934429264809186,Iris-setosa
+106,5.924508967325078,3.010373885103685,4.222648052617085,1.5038788457206689,Iris-versicolor
+107,5.42826431478344,3.0047890705437936,4.471970874170717,1.5030315734938078,Iris-versicolor
+108,6.403466320661528,2.699464036380676,5.309296913665878,1.9055480251054249,Iris-virginica
+109,6.672937982945329,3.0320846356451012,4.428080346829759,1.4113491474099698,Iris-versicolor
+110,6.686118345260145,3.282086923753403,5.722699786445011,2.4999991549432528,Iris-virginica
+111,6.634592550985234,3.019748522470782,4.457830649860382,1.412515193678957,Iris-versicolor
+112,5.772044662243313,2.9882855470775453,4.160291876933785,1.3491283217901913,Iris-versicolor
+113,6.302692014593638,2.8913052695415975,5.591042121879007,1.8053817545797843,Iris-virginica
+114,4.595376151358486,3.6460971173635253,1.0,0.2,Iris-setosa
+115,7.269558152963661,2.921181570894564,6.261723611129958,1.8480006825510764,Iris-virginica
+116,5.211143468724769,3.7377188276188478,1.5801094618568616,0.43693562923256707,Iris-setosa
+117,6.100033677029542,2.6041104792571423,5.598615574564853,1.4007086022417208,Iris-virginica
+118,6.284775774973243,2.5689376611758896,5.047442380179137,1.9029689289056546,Iris-virginica
+119,6.881139126216814,3.029816328775057,5.5627852845562895,2.1520902919038205,Iris-virginica

iris/tab_ddpm/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/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/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/1/12/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.909067699737986,2.988532445143089,5.090255018395347,1.805866885762695,Iris-virginica
+1,6.645630165781342,3.022343700949065,4.422804004599749,1.4012639996405511,Iris-versicolor
+2,5.663070870667228,4.4,1.4894328338245948,0.41062143769823484,Iris-setosa
+3,5.066917526542973,3.3792505531057904,1.4795730339650242,0.2,Iris-setosa
+4,5.8056025924849655,2.706532621427691,5.098645971726547,1.900565433076128,Iris-virginica
+5,6.1070021506772,2.6158114739007465,5.009359649042917,1.526259192378363,Iris-versicolor
+6,5.903039165981571,3.0139351809154236,4.20633802262784,1.514580079734899,Iris-versicolor
+7,6.356458271745474,2.8774559488849087,4.2809935862006245,1.2657061864132375,Iris-versicolor
+8,5.950698227776334,2.2,4.9804575836771035,1.482390953374425,Iris-virginica
+9,4.899502292730011,3.0936455002774643,1.4918574042300234,0.10000009223991078,Iris-setosa
+10,4.991934704114165,3.305626008852607,1.4151043222153148,0.2,Iris-setosa
+11,5.3769702759122735,3.8838900529204814,1.3058522105834809,0.42647501521875714,Iris-setosa
+12,7.301339023171376,2.915090214745374,6.309569225507374,1.8179137974832178,Iris-virginica
+13,5.518806862841955,2.424171321538064,3.997285477982868,1.2090504974778744,Iris-versicolor
+14,5.4042451613905005,3.0025549775955613,4.492678219489835,1.4950963954198364,Iris-versicolor
+15,5.52039600259255,2.4103254755772268,3.772637040088239,0.8917262261710391,Iris-versicolor
+16,5.907406752024927,3.211205274040261,4.8215365455952695,1.7946321063473245,Iris-versicolor
+17,5.104941402277264,3.290616691786252,1.8016088488459716,0.5560439319798055,Iris-setosa
+18,5.16446914445141,3.6884559857469443,1.5586507559403677,0.2,Iris-setosa
+19,5.358131775355859,3.905024083772124,1.574538331762846,0.23507078858900193,Iris-setosa
+20,6.836050254316888,3.185283742139797,5.657644887956949,2.2750711174560814,Iris-virginica
+21,6.279562126093911,3.1194079183762895,4.557448559032076,1.4688024559361783,Iris-versicolor
+22,6.323340266214689,2.489288413895593,5.004104932037544,1.8903652524475014,Iris-virginica
+23,5.009602714551697,3.1921568769269735,1.2081427166185552,0.2,Iris-setosa
+24,5.943317704199362,2.7020496091156496,5.058757805118785,1.542928968358989,Iris-versicolor
+25,4.6047795707714805,3.226358616267034,1.3818643852104238,0.2,Iris-setosa
+26,4.568599709475523,3.3991959618321035,1.3780605335002276,0.27770452517323296,Iris-setosa
+27,6.57954302475853,2.9939347386804416,4.376928213500091,1.386221117317094,Iris-versicolor
+28,4.400000595807795,3.2077982263639884,1.302617966683755,0.2,Iris-setosa
+29,5.665430263071231,2.724953738268924,4.176107674690742,1.3149668682765332,Iris-versicolor
+30,5.7190893908671665,2.5373871963047785,4.990263095950726,2.0038297923907904,Iris-virginica
+31,6.272041374756276,2.6898098186459367,4.930731699452022,1.8044173934391914,Iris-virginica
+32,4.992807500581186,3.591616806322938,1.3931154035112026,0.2,Iris-setosa
+33,5.101881990447587,3.3159475248321306,1.6729098746262643,0.5016797736154964,Iris-setosa
+34,5.146906220963743,3.354017986842542,1.3440633408220597,0.2,Iris-setosa
+35,5.402514989404141,3.3844529041893865,1.8689322934406107,0.2,Iris-setosa
+36,6.673639528341613,3.295925399155581,5.6840896748279635,2.065546164656268,Iris-virginica
+37,6.457471297373894,2.8715351207567523,4.280653729521655,1.2945923647541036,Iris-versicolor
+38,7.699999074539522,2.78381418576613,6.7,1.9950030197141457,Iris-virginica
+39,5.504951389704397,4.177732164484651,1.397027739555565,0.2,Iris-setosa
+40,5.989424532869634,2.6919032298305203,5.087251264676196,1.6110541787770014,Iris-versicolor
+41,5.1752571724446845,3.412002308932021,1.4300750732138219,0.2,Iris-setosa
+42,5.627836081020345,2.9929112876133384,4.142386685447579,1.3202158737382983,Iris-versicolor
+43,5.346356445838699,2.9782888976945197,4.395635636445348,1.4904790297813628,Iris-versicolor
+44,6.422596814100539,2.8928641117311598,4.235103269426932,1.3351196521741366,Iris-versicolor
+45,5.012271923134776,2.457342866525115,2.897340244343121,1.0292394074856857,Iris-versicolor
+46,6.498243792179857,2.941715503196693,4.366998764670078,1.3608343093953086,Iris-versicolor
+47,5.602380075236283,3.000198323651256,4.1347816330615546,1.2949548956703847,Iris-versicolor
+48,5.104510520852885,3.4611075590210314,1.5372435407044236,0.2,Iris-setosa
+49,5.069048993765666,3.7755565828778708,1.6130413937809505,0.39090534843996494,Iris-setosa
+50,5.591155439781525,2.711210965566856,4.177217013208648,1.2882778822583483,Iris-versicolor
+51,5.042142439180207,3.3286699056273785,1.3761263020994594,0.2,Iris-setosa
+52,7.699998372005733,2.803440619551266,6.69999846800016,1.9966820828101277,Iris-virginica
+53,4.59201169506453,3.5963742093017816,1.000000438101896,0.2,Iris-setosa
+54,6.245817030062741,2.7628404589199103,5.175061154098483,1.4598719933474922,Iris-virginica
+55,5.472434965320739,4.046486675887465,1.3472219740908113,0.3143368420492305,Iris-setosa
+56,6.90281677331602,3.119539253604306,5.636883636938451,2.212600456456328,Iris-virginica
+57,6.686785370635535,3.1194860493404484,4.41292267555595,1.4099638999311852,Iris-versicolor
+58,6.28687016041051,3.4151328977092867,5.632925521835009,2.4061938389325173,Iris-virginica
+59,7.110122130888802,2.985040658432319,5.929513918185333,2.073178713174183,Iris-virginica
+60,4.90873277890817,3.104216426102671,1.4897114718664273,0.1,Iris-setosa
+61,5.150664241483648,2.536705697444717,3.438879011526203,1.181012838524802,Iris-versicolor
+62,6.398600854557437,2.8909990024906387,4.274498320407302,1.2799988467246926,Iris-versicolor
+63,5.925297828246642,3.235708682391336,4.8396572543909135,1.7926616268528326,Iris-versicolor
+64,4.946601335541482,3.395572708485109,1.5607257055764086,0.2,Iris-setosa
+65,5.175795187037056,3.4480722618355086,1.5019420317477106,0.2,Iris-setosa
+66,6.2847643038853285,2.4981917972647416,4.899351485906536,1.4863711096541439,Iris-versicolor
+67,5.178051039984956,3.501497955380707,1.4796014330515972,0.2,Iris-setosa
+68,5.509445142301289,2.5799555410897286,4.457145440012435,1.1394858935159797,Iris-versicolor
+69,5.916089649285257,3.2147697991427675,4.819124048649463,1.7956630613546496,Iris-versicolor
+70,6.7811013770209785,3.0114704854050545,5.0142069793311075,1.7166891056658475,Iris-versicolor
+71,5.645732117238128,4.39999926745588,1.4980680278593035,0.6499321942120109,Iris-setosa
+72,5.496367102643182,4.2009609703795885,1.3820661278931847,0.2,Iris-setosa
+73,5.193397312043544,2.6401774526536372,3.7666629363981796,1.3561394644864608,Iris-versicolor
+74,5.237731234446533,3.5903645148053585,1.3741316836610487,0.31711880334221587,Iris-setosa
+75,6.12960495000097,3.0030016312063896,4.652038942154536,1.393016660583357,Iris-versicolor
+76,5.5411222113900624,2.6711675480369657,4.202017540517203,1.2868724107195344,Iris-versicolor
+77,6.325729150921673,2.6991960628860103,4.916158534442913,1.8065009594312416,Iris-virginica
+78,7.699998827958593,2.8008503429450022,6.699998796986055,1.975176043194498,Iris-virginica
+79,5.407288867243854,3.003803085062614,4.476795394783094,1.5031004759108697,Iris-versicolor
+80,5.361826419369045,3.4199454457342937,1.6818238431785175,0.2,Iris-setosa
+81,4.400000640485302,2.926491883328866,1.3678106531424916,0.2,Iris-setosa
+82,4.904439417233412,2.4031166819384415,3.3499939850188776,1.0382981510636253,Iris-versicolor
+83,5.059903484018895,2.4669668831899254,3.0031417966682024,1.0072473804333266,Iris-versicolor
+84,5.119228262488899,3.3077491461042134,1.8384550158458888,0.46261275898300513,Iris-setosa
+85,4.886622659059451,3.08161494789858,1.4883322545289657,0.1,Iris-setosa
+86,6.012671656789035,3.386372207396095,4.542936748107134,1.6104640875310292,Iris-versicolor
+87,6.249403145754376,2.3103524168155785,4.336196870379401,1.2789711311793983,Iris-versicolor
+88,5.0679997424030985,3.494286532920097,1.345526791574202,0.29708415669946475,Iris-setosa
+89,7.699998867667267,2.7888963203581025,6.699998744593051,1.9848134617009014,Iris-virginica
+90,6.007744923801904,2.993705632059037,4.7601831608559255,1.7948632694681943,Iris-virginica
+91,5.9153733549290575,3.1992153044071188,4.769876285840149,1.7956671409336937,Iris-versicolor
+92,5.503035082847181,2.618867250762143,4.391774491725826,1.2352153787452052,Iris-versicolor
+93,4.890908941388203,2.404945417985691,3.0758969084063494,1.01881957787944,Iris-versicolor
+94,7.195089788940778,2.9924884453580116,6.034332056370574,2.0586060611264076,Iris-virginica
+95,6.696596241908079,3.2853986348563744,5.684685140223324,2.118499471596755,Iris-virginica
+96,6.450563121775437,3.190889873676256,4.5498091380582695,1.5180642391732042,Iris-versicolor
+97,7.7,2.7585358891195972,6.7,2.006748495308353,Iris-virginica
+98,4.493547972356901,2.293678496221108,1.2947661364375538,0.2891433164838912,Iris-setosa
+99,5.961940408141588,2.2,4.96455730992246,1.4704272942296666,Iris-virginica
+100,6.376836082073489,3.110134079149157,5.513882406707651,1.8098353603205015,Iris-virginica
+101,4.6169760102745085,3.2166857738449255,1.4016217531254478,0.2,Iris-setosa
+102,5.789120372509422,2.761566275747295,5.145688654150728,2.391662407608977,Iris-virginica
+103,5.2895132255119375,3.6258873479887765,1.4970104989530189,0.2,Iris-setosa
+104,5.091404342561562,2.500135284019757,2.9756217203887534,1.1261383910500937,Iris-versicolor
+105,4.620545837523034,3.610378663297129,1.0000003894508442,0.2,Iris-setosa
+106,6.39800634111437,2.931744018295498,5.549582759448079,1.7888902822453292,Iris-virginica
+107,5.916465882447238,3.1908726668523975,4.811095560735667,1.7848655822310073,Iris-versicolor
+108,7.317976636310547,2.8994075205097882,6.325460572265966,1.805105382788696,Iris-virginica
+109,4.934855604733398,3.063206644182882,1.3613961247673547,0.2,Iris-setosa
+110,6.64799189679666,3.279640515219938,5.627987203751695,2.5,Iris-virginica
+111,5.249542325298997,3.6094268860164083,1.460587871230528,0.2,Iris-setosa
+112,7.699998325946185,2.7862396634310582,6.7,2.0587529930332633,Iris-virginica
+113,5.100320232152881,3.302250681097358,1.7073118657766422,0.3913908983503406,Iris-setosa
+114,4.9949650014443625,3.223020044317367,1.2255881363385224,0.2,Iris-setosa
+115,5.045634000242554,3.677372133145995,1.4214814590295304,0.2,Iris-setosa
+116,7.2848568619338545,2.889586302983412,6.298438636686834,1.7909194905281915,Iris-virginica
+117,6.088524000658451,2.606920496641357,5.585143417783276,1.4074609512073923,Iris-virginica
+118,5.313105460899966,3.37625437457486,1.6576504887019134,0.2,Iris-setosa
+119,5.55609471760838,4.228934745939451,1.4008839782052218,0.2,Iris-setosa

iris/tab_ddpm/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/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/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/1/13/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.707368483727825,2.472914056401644,4.983416217152237,1.9930952973613971,Iris-virginica
+1,6.000934450312444,3.394087801318732,4.495081604025862,1.5602266342764808,Iris-versicolor
+2,4.804868945144275,3.3666163694098574,1.5555865119532113,0.2,Iris-setosa
+3,5.7941046290384035,2.7009609890285513,5.107599706062946,1.899619429703855,Iris-virginica
+4,5.663394250304078,2.4769024886123803,5.008674109868101,2.0339941569664557,Iris-virginica
+5,6.305673653198226,2.4848068953664866,4.877512356859571,1.4882322511280508,Iris-versicolor
+6,4.990459115284709,3.5986274631362836,1.394296515542196,0.2,Iris-setosa
+7,5.464775893926397,3.915515408679347,1.3048360620824453,0.3994088491414647,Iris-setosa
+8,4.502150910430623,2.2916836421805438,1.2937700105630154,0.2845202134945948,Iris-setosa
+9,5.990608655545292,2.200000278804029,5.010227172347506,1.4856866273194067,Iris-virginica
+10,6.38622509603669,3.0761625140775757,5.4840523723917585,1.7947991883262142,Iris-virginica
+11,4.400000572022869,2.901733271322524,1.4028495396477363,0.2,Iris-setosa
+12,6.388246008774972,3.0803719520976687,5.524168877232586,1.7851214732563225,Iris-virginica
+13,5.248095949044196,3.5830274610473625,1.4995704177480653,0.2,Iris-setosa
+14,6.289137158829035,2.2955779248231085,4.388759381893298,1.2832232520411007,Iris-versicolor
+15,5.177841694563921,3.3845307160565423,1.402024518129504,0.2,Iris-setosa
+16,5.971542882286556,2.2,4.982287713617043,1.5019305825323928,Iris-virginica
+17,5.978973406673951,2.999480636934092,4.759109565204985,1.782465575497037,Iris-virginica
+18,4.400000467634966,3.201590643857917,1.2949205093198484,0.2,Iris-setosa
+19,7.7,2.8102424315852548,6.699998512420963,1.9884668117253024,Iris-virginica
+20,6.768277683379652,3.2337874949934426,5.62463041820193,2.299960686065365,Iris-virginica
+21,5.263125146338705,3.4695592547220846,1.4013327360878665,0.2,Iris-setosa
+22,4.6033301394954655,3.19505367107907,1.3991781556423397,0.2,Iris-setosa
+23,6.675182757673907,3.1250582260381963,4.447072373415798,1.4132415982310291,Iris-versicolor
+24,5.134821967976763,3.51734296172827,1.3793029426267052,0.2836329071664179,Iris-setosa
+25,5.0947723060293475,3.298733624063301,1.6916777737792923,0.48826280744124256,Iris-setosa
+26,5.79282755291461,2.7958769716545864,5.099985624049721,2.397875011045879,Iris-virginica
+27,5.205213518664449,2.6958066070137314,3.62062222902415,1.4078384733701133,Iris-versicolor
+28,5.789676916694413,2.694179736342703,5.089900477720844,1.9107081099333114,Iris-virginica
+29,7.366589470619485,2.897769303225397,6.324551452878987,1.8013611366157605,Iris-virginica
+30,6.277070847200656,2.6940327641538113,4.908489523442486,1.8090445141791596,Iris-virginica
+31,5.395325482570075,3.9732686312881103,1.2960049806123672,0.5239682727209973,Iris-setosa
+32,6.7416491606894775,3.012606358700686,5.0164373684589085,1.7211458180907466,Iris-versicolor
+33,7.7,2.7980327890768386,6.7,1.987912741255834,Iris-virginica
+34,5.886128083867993,3.009488651549996,5.106183126368085,1.8082673762850991,Iris-virginica
+35,5.0549489626707516,3.2900830484991395,1.6346737178802864,0.34841395425704846,Iris-setosa
+36,5.31665266724745,3.723876587331006,1.500215937895113,0.2,Iris-setosa
+37,7.699998638282119,2.8065997068995827,6.699998571501609,1.9532415966200674,Iris-virginica
+38,6.010499527981649,3.3808629646842125,4.504740965918093,1.616128038639071,Iris-versicolor
+39,5.789668536512214,2.712511480507331,5.096323006445345,1.8966252574228666,Iris-virginica
+40,4.997836606778889,3.2319111258471542,1.2108134494332772,0.2,Iris-setosa
+41,5.107110631627609,3.7276106078630447,1.5489678970908975,0.4591838466545345,Iris-setosa
+42,5.035196798845319,3.294842676164807,1.4020877283903666,0.2,Iris-setosa
+43,6.315612550609478,2.908507362191916,5.636013387053329,1.796834710069491,Iris-virginica
+44,4.490547316751055,2.3005679704364286,1.289326122394633,0.3077323921389692,Iris-setosa
+45,4.4000006102092035,3.1801929016346193,1.2981895772792555,0.2,Iris-setosa
+46,6.12554550844214,2.612913353402023,5.590419756825205,1.4129356101431647,Iris-virginica
+47,5.1830071060116465,3.3796875549114183,1.393880895242282,0.2,Iris-setosa
+48,6.405687053684484,3.097718249767363,5.495010415436666,1.8027623300927114,Iris-virginica
+49,4.629749126082194,3.285661508207126,1.4095282184539826,0.2,Iris-setosa
+50,5.506729204191045,4.217899355188582,1.4020728120916364,0.2,Iris-setosa
+51,5.883536339195369,3.003047134151829,5.096773385242386,1.7895712731765387,Iris-virginica
+52,4.896319854392263,2.390897516209685,3.2997563320584007,0.9534487162296102,Iris-versicolor
+53,5.300028598761262,3.6676571917967995,1.528058437305314,0.2,Iris-setosa
+54,6.39483083035173,2.701991843329105,5.31464030964845,1.9059257558869804,Iris-virginica
+55,6.734920311526756,3.315135657821163,5.684362394791953,2.1097575959905615,Iris-virginica
+56,5.906237103159421,3.0040426513577985,4.20876226087045,1.5007801851994627,Iris-versicolor
+57,5.766395210287773,2.642432694131439,5.094615830069753,1.923772321878995,Iris-virginica
+58,6.423911906543382,3.1001401702693925,5.493000468430127,1.797636314205418,Iris-virginica
+59,5.107707515086724,3.3041597396713134,2.0354258410231405,0.48271231780361545,Iris-setosa
+60,5.787977441231882,2.683718475201775,5.096827827873824,1.9061054473903565,Iris-virginica
+61,7.6999990975372095,2.8197190922280297,6.699998966384254,2.0155675213585273,Iris-virginica
+62,7.699998659163374,2.813434453568148,6.6999985927890835,2.001959919712198,Iris-virginica
+63,5.015921660163844,3.6149500386110973,1.411569339068078,0.2,Iris-setosa
+64,7.25550467893688,2.8871866258175305,6.272444438968861,1.786618573027944,Iris-virginica
+65,5.116299406784804,3.8055301770505126,1.5972573953859095,0.2,Iris-setosa
+66,6.719849466082466,3.2953656696552733,5.711993750468654,2.5,Iris-virginica
+67,5.686630434298203,4.399999131862642,1.4970561248052696,0.3614516995955539,Iris-setosa
+68,5.742828098818153,4.4,1.5103167810959084,0.6214245155878264,Iris-setosa
+69,5.5169442491091205,2.639354581037204,4.260783735230285,1.2693061817376061,Iris-versicolor
+70,4.499710972466532,2.314292178888638,1.3076830460844455,0.3282391235204912,Iris-setosa
+71,5.70108939258299,2.4963017160426033,4.988552246747314,1.9988754349198454,Iris-virginica
+72,4.999805285111038,3.289455390040736,1.3698312213726305,0.2,Iris-setosa
+73,5.1138861496127275,3.8137269697103444,1.5775776818711447,0.2,Iris-setosa
+74,4.874603978237823,2.967640977868405,1.3798208983912286,0.2,Iris-setosa
+75,7.2951774597271415,2.902893255247646,6.224167698457043,1.8089322298907733,Iris-virginica
+76,4.585904768021169,3.390062921829597,1.3870211008137798,0.29416240314118525,Iris-setosa
+77,4.59613751666351,3.2059283387760393,1.400783398966752,0.2,Iris-setosa
+78,6.292740512220937,2.5072286278356244,4.9251480425301635,1.5025720560456433,Iris-versicolor
+79,6.3111993407784635,3.4355691849320293,5.5957910080028475,2.3971367447813856,Iris-virginica
+80,6.042074187264148,2.2000002804223864,4.985584699714745,1.5151925859242843,Iris-virginica
+81,5.1295903698059515,3.4221886385434765,1.4861312035529854,0.2,Iris-setosa
+82,4.88569478541486,3.0046168038453436,1.3841186874913567,0.2,Iris-setosa
+83,5.195034308847973,2.6590947420878703,4.029958516495656,1.3849478214108442,Iris-versicolor
+84,6.688412196287979,3.2947495768978268,5.6739080835731,2.499999324893977,Iris-virginica
+85,6.83839941677172,2.993580706204287,5.53782797307817,2.1018913260884142,Iris-virginica
+86,5.044310281528258,3.4932009924498164,1.3699618994140401,0.2543513788516852,Iris-setosa
+87,6.300316491785998,2.812058201600828,5.111233928395106,1.5056559688887372,Iris-virginica
+88,6.642865851928827,3.273029208019332,5.69147883875418,2.5,Iris-virginica
+89,5.811697006942234,2.803363916338003,5.1104187436506265,2.405164654658653,Iris-virginica
+90,6.103448025709849,3.0030912407244883,4.642108614485803,1.3957033452428198,Iris-versicolor
+91,6.011530919657787,2.2,5.02012959072871,1.4887053983697693,Iris-virginica
+92,6.444998777738388,3.0172772125065848,5.482527588976467,1.7968637021011342,Iris-virginica
+93,5.81991879709479,2.816558514398821,5.092058518224814,2.365895790561575,Iris-virginica
+94,4.904536743095956,3.1259351274077116,1.4883016076252558,0.10000009554938452,Iris-setosa
+95,6.735484251778408,3.3071089881754734,5.729518479920634,2.5,Iris-virginica
+96,7.7,2.8121374823841907,6.7,2.065836079472869,Iris-virginica
+97,6.724702121532976,3.3521715594389767,5.782453524112506,2.5,Iris-virginica
+98,4.89099449780085,2.4045800255142638,3.082421441928434,1.0002406805944428,Iris-versicolor
+99,6.529336249440488,3.1062900130228273,5.558052653661386,1.8099501801598847,Iris-virginica
+100,5.792738656956899,2.8248246145883447,5.132284038896899,2.401883145575432,Iris-virginica
+101,6.005591280769419,3.4051652564036066,4.52388058964197,1.5946637035107258,Iris-versicolor
+102,6.885650209083716,3.2055476255477813,5.660874490349221,2.29657760369099,Iris-virginica
+103,5.996160357876124,3.418422976765542,4.503913942352231,1.6000147466844827,Iris-versicolor
+104,7.274624286534586,2.933770550259134,6.2188102670369885,1.8666532002118335,Iris-virginica
+105,5.005501541557445,3.2064814983252443,1.1996415306096122,0.2,Iris-setosa
+106,7.05883098881935,3.016431290230673,5.786360133775369,2.1120150545427805,Iris-virginica
+107,4.62553381773985,3.388639908136137,1.4042313888381672,0.2985462469735799,Iris-setosa
+108,6.0389615111159465,2.2,5.025754735220662,1.5039321587116228,Iris-virginica
+109,5.918034935437931,2.998538534234214,4.140585958795498,1.5143777773889409,Iris-versicolor
+110,5.784729612098327,2.7961797631400898,5.161117089542987,2.414244233369236,Iris-virginica
+111,6.0362251663930495,2.2000002988586425,5.002983483245421,1.513914752343108,Iris-virginica
+112,5.620264094652494,3.005202960770054,4.085672607767263,1.3167727761565649,Iris-versicolor
+113,5.6094727702943095,2.7224209324974122,4.180728765837575,1.1623653874566353,Iris-versicolor
+114,4.97897888818434,3.565281923999172,1.6157240438816067,0.2,Iris-setosa
+115,5.109749854658387,3.5217231596119634,1.3958525855194992,0.31162288845527364,Iris-setosa
+116,5.437835588246534,3.4103840673167207,1.9679804834613817,0.2,Iris-setosa
+117,7.7,2.7960827205359093,6.7,1.9545034835446093,Iris-virginica
+118,5.046540708305315,3.5197718143251135,1.370447126053174,0.30593868706144633,Iris-setosa
+119,6.35245045635031,2.7866658802156232,5.099564235822232,1.494110740769403,Iris-virginica

iris/tab_ddpm/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/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/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/1/14/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.501777484744441,2.403406653142354,3.7376469833302695,0.958942474717177,Iris-versicolor
+1,6.388607819340515,2.8979253197156964,4.299794661233711,1.2897419278251738,Iris-versicolor
+2,5.962416677632981,2.689280010530765,5.084040953007448,1.5781652545576554,Iris-versicolor
+3,4.908237460401232,2.400600647936824,3.0160535971569535,1.001832581552471,Iris-versicolor
+4,4.977057807868921,3.4815678062434814,1.2665085362213355,0.30248908638714933,Iris-setosa
+5,4.6100268076936715,3.6370861052350283,1.0,0.2,Iris-setosa
+6,6.455771296947155,3.040290447795592,5.515855399109089,1.8019881799861959,Iris-virginica
+7,6.321786015889282,2.7991263175531014,5.097436252336614,1.5129228287210352,Iris-virginica
+8,4.96796240658535,3.526291662131523,1.400514171099509,0.2,Iris-setosa
+9,5.008157192132498,3.3295307186191314,1.3990659815563982,0.2,Iris-setosa
+10,5.749687897466513,2.7716713073338206,4.32215174788748,1.3433434886463682,Iris-versicolor
+11,6.30601250933788,2.712218913218976,4.912586432006939,1.7704835190054693,Iris-virginica
+12,6.061076387130046,2.9931977300835055,4.570890440164564,1.3789937828588439,Iris-versicolor
+13,5.193990069645525,3.5018040107875628,1.5009826680551617,0.2,Iris-setosa
+14,5.507955041299058,2.60157179185012,4.415624099029906,1.0650801615405345,Iris-versicolor
+15,4.4,2.8950020888976424,1.400963017345261,0.2,Iris-setosa
+16,6.323329609091414,2.9123824729824195,5.595074444608234,1.786288186249139,Iris-virginica
+17,5.994098600174332,3.4044158763035415,4.461899716687572,1.5932921529869155,Iris-versicolor
+18,6.012665498840951,3.0073796622472284,4.748619775598784,1.7972914806659612,Iris-virginica
+19,6.3312928085109,2.8306415819207107,5.518045189857449,1.8288462405565142,Iris-virginica
+20,6.707414202850151,3.3055244420583794,5.718125655286042,2.0949833153669517,Iris-virginica
+21,4.877682986961008,2.393879814546754,3.0839700963356718,0.9817741489018922,Iris-versicolor
+22,5.702974791541899,2.7711167902908773,4.20529851598933,1.315922001462829,Iris-versicolor
+23,6.797463009948697,3.100278947537808,4.430776341749814,1.4091508504556909,Iris-versicolor
+24,5.257334457509229,3.873824619730356,1.708537613468936,0.4399487473703635,Iris-setosa
+25,6.298309479532807,2.3087351833388596,4.42489591222084,1.297693919876896,Iris-versicolor
+26,6.481974325315405,3.002429742838229,5.495355155118072,1.8076083247472965,Iris-virginica
+27,6.005595318977107,2.7129806585243395,5.097347546191226,1.6118878932030547,Iris-versicolor
+28,6.688547441211978,3.2886203662137303,5.770819865860262,2.0870622299080908,Iris-virginica
+29,6.0937232887373565,3.002333657701242,4.615701374924752,1.3976847898061555,Iris-versicolor
+30,5.885000349098646,3.00427423517223,4.217578155464845,1.5028695194045085,Iris-versicolor
+31,6.046537423293407,2.2000002973057713,5.0197883088889705,1.5071588715716635,Iris-virginica
+32,5.717888442032577,2.519332361958068,5.011440252609008,1.985453943144917,Iris-virginica
+33,6.510006791911309,2.9812829613149954,5.416776475966743,1.8006298792735558,Iris-virginica
+34,4.5983077531731436,3.2337993716183644,1.395015892881331,0.2,Iris-setosa
+35,6.3481263135607975,2.2941798608903707,4.389791153419442,1.303362496451034,Iris-versicolor
+36,6.015692356464698,3.394905886029103,4.520974881946901,1.5959661147376099,Iris-versicolor
+37,5.110056256102871,3.680925485811094,1.4934187629649756,0.45739239535404647,Iris-setosa
+38,6.825568461668639,3.2509983942139073,5.676405129486248,2.2341726551591923,Iris-virginica
+39,6.287752051285793,2.685560231322558,4.988473923272844,1.8731065674785046,Iris-virginica
+40,5.091049190186691,3.3080556090640925,1.315131435652348,0.2,Iris-setosa
+41,6.114723568134677,2.615102154709923,5.584084717185962,1.4124017655947425,Iris-virginica
+42,5.072627272199946,3.6528078494819045,1.6127063838100588,0.2,Iris-setosa
+43,5.9461117575201685,2.2,4.997244967520321,1.4896720170490396,Iris-virginica
+44,5.388850322500013,3.891073208786562,1.691343756263621,0.3943173077719202,Iris-setosa
+45,5.505470944193867,2.605671021479047,4.4297254081752095,1.1218857527511137,Iris-versicolor
+46,5.53323195457395,2.60239617556382,4.417313819397901,1.1719279331856782,Iris-versicolor
+47,6.3201968539694615,2.9073864028670005,5.592455030869378,1.779125007010771,Iris-virginica
+48,7.7,2.7800238797992143,6.7,1.9990153373746495,Iris-virginica
+49,6.289301956811735,2.297817563962514,4.3702890921927375,1.3047432749192844,Iris-versicolor
+50,4.981733545918994,3.5775140570801987,1.3806748961037916,0.2,Iris-setosa
+51,4.680453070335121,3.452422472559785,1.393191610167626,0.30339586067281615,Iris-setosa
+52,4.4,2.9112035639155796,1.4102525451009638,0.2,Iris-setosa
+53,6.534905930184909,2.962232015848874,4.309835436432665,1.338949000899133,Iris-versicolor
+54,5.001344307353434,3.634533743469503,1.393464450330526,0.2,Iris-setosa
+55,5.080985938041018,3.6787783815571724,1.4932210942440793,0.38637215734894026,Iris-setosa
+56,5.480358001730991,2.595706314327863,4.387605571786789,1.0337556788961986,Iris-versicolor
+57,5.788606177220231,2.800528475747605,5.099531263909419,2.4059532779454575,Iris-virginica
+58,4.991300370676519,3.2986348245320913,1.4008153771308214,0.2,Iris-setosa
+59,5.38378007525346,3.9014326142619855,1.8242223373814919,0.4035798203758111,Iris-setosa
+60,7.699998114992063,2.781290756537847,6.699998228945611,1.9781171889977716,Iris-virginica
+61,6.0102061776062685,3.0001673051732625,4.798307386418198,1.8012700850772727,Iris-virginica
+62,6.674565088134559,3.0936157664954247,4.412829145841013,1.3987949184683572,Iris-versicolor
+63,5.479550317934919,2.988761365947479,4.464215126583082,1.5108060189086425,Iris-versicolor
+64,5.911107515872713,3.208193186877556,4.775752867009296,1.8034769793226972,Iris-versicolor
+65,5.519875818437035,2.589337981330359,4.311436039404985,1.113017781949309,Iris-versicolor
+66,5.762599028474396,2.7061202651990657,5.079800890825744,1.9068537860501162,Iris-virginica
+67,6.723233816128108,3.2841275704221355,5.730751858308405,2.089110824673977,Iris-virginica
+68,5.4835468309329105,2.4006266817009907,3.8185611008122633,1.1002836614103153,Iris-versicolor
+69,5.615815727312593,2.670648191245682,4.241416858147981,1.296342497019934,Iris-versicolor
+70,6.694819137351665,3.3005058887169634,5.660218025433447,2.086381866648015,Iris-virginica
+71,5.504132691891038,2.394313678190305,3.7279201665303363,1.0910625755247243,Iris-versicolor
+72,4.903734986941639,2.4103863455130847,3.2575838357367366,1.073068837269376,Iris-versicolor
+73,5.184632840319768,3.485522271576498,1.5120852773483444,0.2,Iris-setosa
+74,6.946932380321314,3.201000187359707,5.687164134896454,2.287081608170774,Iris-virginica
+75,4.603937448228841,3.2127238796796553,1.371659553768473,0.2,Iris-setosa
+76,4.8551431485810435,2.949767649092764,1.4027089257324286,0.2,Iris-setosa
+77,5.009768979201971,3.494689875581256,1.3187763297255621,0.3009846981138814,Iris-setosa
+78,4.4,2.909104651110933,1.4034360312722958,0.2,Iris-setosa
+79,7.699999009181157,2.7782248363330857,6.7,1.9955817634663502,Iris-virginica
+80,5.103572369813873,3.855954606963812,1.5962302731193114,0.2,Iris-setosa
+81,4.5891495951453996,3.6036937044486685,1.0,0.2,Iris-setosa
+82,5.027405481268051,3.497107893462946,1.3207751393083191,0.2969419886759567,Iris-setosa
+83,5.9149913676035615,2.9957074083065347,5.101349874144736,1.8018961720181195,Iris-virginica
+84,5.11491010993451,3.7967875795893544,1.692793168069759,0.2816819596821565,Iris-setosa
+85,6.05537157912275,3.3661826041180514,4.484902453889447,1.5949531292294423,Iris-versicolor
+86,5.98981969252416,2.704538979747109,5.081806499427589,1.6046775616190512,Iris-versicolor
+87,5.23353693765162,3.4445364393985853,1.400907823079601,0.2,Iris-setosa
+88,4.4,2.907633762633131,1.4067558662901305,0.2,Iris-setosa
+89,5.08070377520584,3.506651126953619,1.372480845204068,0.33466782341398776,Iris-setosa
+90,5.746154681765592,2.515136889720928,4.979544081977789,1.99259938442953,Iris-virginica
+91,6.255021370926724,3.4048460145525783,5.596508754812818,2.398178165267281,Iris-virginica
+92,5.1815977487283815,2.513174795715058,3.076059526273297,1.2090918260032382,Iris-versicolor
+93,4.585614537681019,3.610845684469267,1.0000003733009863,0.2,Iris-setosa
+94,6.055602590571553,3.264769589548517,4.672264523545566,1.6781537056380418,Iris-versicolor
+95,5.145867776085786,3.8254003848039755,1.5820116331475693,0.33842788496144355,Iris-setosa
+96,6.35071826800722,2.2912326176774296,4.427196128445441,1.2953701689730464,Iris-versicolor
+97,5.903948286384717,3.017195143656047,5.125032936838231,1.8051904594341064,Iris-virginica
+98,5.984167072126763,2.6983101122096356,5.112537282163467,1.6022178113880412,Iris-versicolor
+99,6.315929577022103,2.797091895656836,5.115886741521241,1.500008132750678,Iris-virginica
+100,4.906591314714535,3.116748413005408,1.5177172587550922,0.1,Iris-setosa
+101,5.106219583004044,3.786996571871938,1.903431822279524,0.3997305140001458,Iris-setosa
+102,5.185074785757807,3.3881539354116113,1.4020032802973084,0.2,Iris-setosa
+103,6.018765720895627,3.3838636725515228,4.502447944689946,1.5817948320155468,Iris-versicolor
+104,6.004655468448173,2.997756074647647,4.804188936708212,1.8044392248727703,Iris-virginica
+105,6.707768582030927,2.984653801634642,5.435145769176049,2.075556405662287,Iris-virginica
+106,4.610360591048949,3.183179329148605,1.3554320193567893,0.2,Iris-setosa
+107,5.089122012727218,3.4812580776026016,1.4364348670377065,0.2,Iris-setosa
+108,5.207957648193148,2.6786229203731926,3.934131889213676,1.3888620540683851,Iris-versicolor
+109,5.983990193376054,3.3767988764543557,4.498009111348137,1.6032760555407553,Iris-versicolor
+110,5.711795209792093,2.8247857631103437,4.132174533941083,1.3124592866334133,Iris-versicolor
+111,6.315451684856595,2.906942812901706,5.6893284696752655,1.8118059843754455,Iris-virginica
+112,6.347578902820514,2.7029383352314484,4.947789455973434,1.8061963968500703,Iris-virginica
+113,4.697389455795885,3.4351324221364443,1.3699762308454404,0.2811117593795023,Iris-setosa
+114,5.121033949120644,3.5293019162753296,1.4104995613221598,0.2,Iris-setosa
+115,5.173272312475917,2.6834286122088296,3.846763818402702,1.400268827318501,Iris-versicolor
+116,4.63515178154503,3.4004866703575662,1.404758057138121,0.30103402594017736,Iris-setosa
+117,4.975212291120678,3.5934494844702445,1.3762652958251116,0.2,Iris-setosa
+118,6.752403829542801,3.2863253126056726,5.671479870965418,2.5,Iris-virginica
+119,5.777295999831684,2.7884995462808813,5.078453027456343,2.4087214461769273,Iris-virginica

iris/tab_ddpm/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/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/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/1/15/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.669247572567399,2.877074003977694,4.201191886493685,1.3172952951113528,Iris-versicolor
+1,6.355194927952564,2.8674030764308336,4.26189051110758,1.2902892118704035,Iris-versicolor
+2,4.8214535386310295,3.399710146187541,1.6009699359623062,0.2,Iris-setosa
+3,4.900692574286584,2.407346463344401,3.458549631450255,0.9351176699909871,Iris-versicolor
+4,4.59655802379023,3.5848553480901977,1.0,0.2,Iris-setosa
+5,5.551958435177205,2.654096121090356,4.285542261482782,1.2832643786521647,Iris-versicolor
+6,5.881399167853872,3.010526607425819,4.262846504696809,1.508859724061237,Iris-versicolor
+7,6.278745515093227,2.302411391364494,4.378338697668882,1.3034339305671714,Iris-versicolor
+8,6.980918262819806,3.0088841764191905,5.742365414626044,2.082681630624149,Iris-virginica
+9,7.284184528128829,2.8852622679751474,6.305775905287953,1.7951090797556923,Iris-virginica
+10,5.1134158299488455,3.783489283240884,1.6835580398609258,0.4499080318608626,Iris-setosa
+11,6.283943193056715,2.693235496936865,4.873849862718819,1.7953488812226857,Iris-virginica
+12,4.880739113390001,3.0947036958646486,1.4930538730239482,0.1,Iris-setosa
+13,6.864637871344127,3.202598669593739,5.7446188994303835,2.2637078182490358,Iris-virginica
+14,7.699998939516912,2.78781832220303,6.7,1.9895285553489943,Iris-virginica
+15,5.003895194279597,3.6053466537021333,1.373196399388717,0.2,Iris-setosa
+16,5.122636731860219,2.4898571981967104,3.011212484329283,1.0172258699281733,Iris-versicolor
+17,5.653102030403458,2.724018791986787,4.129211977985019,1.3145279485442103,Iris-versicolor
+18,6.218092281990178,2.64888646056937,5.494671740131503,1.4726879723706632,Iris-virginica
+19,5.4134318078125006,3.8976560655396186,1.3052136817985365,0.399613528120175,Iris-setosa
+20,5.385900597048784,3.900080341463846,1.7792898151614804,0.5146271377109407,Iris-setosa
+21,5.991262580474697,2.7039245150022397,5.092405482578026,1.5878558237188496,Iris-versicolor
+22,5.675334400344979,2.705004625087834,4.156908767837703,1.3172005588042524,Iris-versicolor
+23,6.717013582137525,2.991911630047677,5.006900263534018,1.7048443730469602,Iris-versicolor
+24,6.290377067455289,2.6497096242830764,4.904849784003184,1.7962130587695087,Iris-virginica
+25,5.513211103139365,2.385747078078915,3.5027564880169777,1.1449688063150871,Iris-versicolor
+26,4.785556341795677,3.3965488661992502,1.6130281487159883,0.2,Iris-setosa
+27,5.961159395832647,3.3298835726380123,4.630625480091491,1.661316785803002,Iris-versicolor
+28,6.736272226702424,3.2677371117306118,5.692525508413864,2.499999503420931,Iris-virginica
+29,5.872558945656621,3.2138405171435838,4.742649479703316,1.8233444797369875,Iris-versicolor
+30,5.387681690662051,3.8935971947353476,1.6838901075153518,0.3912805853641711,Iris-setosa
+31,4.502466743326324,2.2992150445239123,1.3148967627157206,0.32288484618628893,Iris-setosa
+32,5.500617360060742,4.231355832548781,1.3738902129145232,0.2,Iris-setosa
+33,4.870769617408518,3.109338697025062,1.486179847352292,0.10000020892943615,Iris-setosa
+34,6.108006591448518,2.5932372073171828,5.587176405739574,1.427077852564717,Iris-virginica
+35,4.604559833469565,3.6046354929802713,1.000000530240372,0.2,Iris-setosa
+36,5.0626373279482095,3.4633520017798114,1.3451656735131836,0.24658593186333955,Iris-setosa
+37,6.491375983350335,3.0251996113106943,5.518193264010914,1.7830929919635503,Iris-virginica
+38,5.029426158226546,2.4677735886732726,3.1908965318315228,1.2491820544327201,Iris-versicolor
+39,6.474897475793715,2.9953413163406535,5.477781297086756,1.7998903333542682,Iris-virginica
+40,4.900880780828837,3.007214630310685,1.3797858497719826,0.2,Iris-setosa
+41,4.897595821654092,2.3967827335520644,3.7417459259480097,1.0127750652895027,Iris-versicolor
+42,6.002520064406855,3.3792654056707825,4.544834574427666,1.6094993765175776,Iris-versicolor
+43,5.815241173153867,2.7180539694801786,5.09703180607385,1.900591917935695,Iris-virginica
+44,6.399832831895991,2.720945133727522,5.350276423275212,1.903497163465012,Iris-virginica
+45,6.685603728306188,3.2854654637973937,5.6868825631880435,2.1130905783210494,Iris-virginica
+46,6.4353344305939375,2.916169536939276,4.310647221206797,1.329453954276723,Iris-versicolor
+47,5.801327640358909,2.8117631921610777,5.136201178539846,2.3977448747451606,Iris-virginica
+48,6.314988130837592,3.2329833511227006,4.493972517533864,1.5166608557327739,Iris-versicolor
+49,5.0195584272064755,2.4553726331771197,3.085954719772633,0.9879199975130655,Iris-versicolor
+50,7.699998471474489,2.822100178101081,6.699998644072023,2.00185325235347,Iris-virginica
+51,4.4000006069759285,2.8991536230464416,1.4069410939323592,0.2,Iris-setosa
+52,5.246500370343837,3.42979988665541,1.4008894613659335,0.2,Iris-setosa
+53,7.69999863884949,2.8151234311577533,6.6999989727222236,2.021221480072071,Iris-virginica
+54,5.663946083606805,4.4,1.4832537198266194,0.3842557943753372,Iris-setosa
+55,5.084429668693533,3.511257423808096,1.3715230949911636,0.30282448325745814,Iris-setosa
+56,6.424445382393737,3.2011394206745303,4.480118281942594,1.4968241778841866,Iris-versicolor
+57,5.421553999113252,3.3929178872961137,1.805478211090012,0.2,Iris-setosa
+58,6.259889669692586,2.4303548661319563,4.703385508990272,1.423274227359355,Iris-versicolor
+59,5.800724616223092,2.7938461459256603,5.098225913992165,2.4067670539128274,Iris-virginica
+60,6.236092803978151,2.52489103115869,4.9256396997871805,1.5150707592983075,Iris-versicolor
+61,4.974562109959014,3.5825798923490275,1.4023539671038252,0.2,Iris-setosa
+62,5.794819950175138,2.744607679284557,5.142461016352799,1.8953286269163887,Iris-virginica
+63,6.60278927528937,3.2103540017152974,5.595064123660968,1.9784281679639881,Iris-virginica
+64,5.703254401458262,2.4892244286518235,5.00921195230566,2.003842570112378,Iris-virginica
+65,6.286819455586692,2.7815824437469385,5.062775154448012,1.5212029447658844,Iris-virginica
+66,7.7,2.797393918264464,6.7,1.9929317538165165,Iris-virginica
+67,6.649814209998023,3.2806109571781215,5.668890398861102,2.499999242437891,Iris-virginica
+68,5.44700900481509,3.3923899223964122,1.9049998338956011,0.2,Iris-setosa
+69,6.001351034267324,3.3561606514224716,4.555526891463322,1.6219456851014773,Iris-versicolor
+70,6.395895831783075,3.195278718352687,4.477396598632448,1.4958899306359295,Iris-versicolor
+71,6.021869211581138,2.69982488839401,5.143229413607936,1.6061114698581387,Iris-versicolor
+72,6.009027309905974,2.2000002859579215,5.011273832618711,1.4977083306622299,Iris-virginica
+73,6.281371527347185,2.4837596574889007,4.8469172305827035,1.497894760683893,Iris-versicolor
+74,6.765987748115998,3.3139878564189287,5.653190245604699,2.5,Iris-virginica
+75,6.7678464004133,3.3194438052074116,5.708775530097582,2.5,Iris-virginica
+76,4.4,3.2231152030298857,1.3039059505656543,0.2,Iris-setosa
+77,6.00352185866611,3.39696812392396,4.507861414390367,1.6155769087238523,Iris-versicolor
+78,7.255537095063971,2.897821303541035,6.274942475981017,1.8200170300422045,Iris-virginica
+79,5.678941633789215,4.39999924258262,1.491146546460284,0.5264306443702664,Iris-setosa
+80,5.49857604976434,4.217636574382565,1.4011925068930522,0.2,Iris-setosa
+81,5.805503415285564,2.6909777614915837,5.104517516574072,1.9039132216300931,Iris-virginica
+82,6.473121018399985,3.0009810476226395,5.458539972340509,1.8035976450372018,Iris-virginica
+83,6.313269860633076,2.4729200224551433,4.830503043866495,1.491902808175737,Iris-versicolor
+84,5.520089040418907,3.018426426107961,4.540180785347211,1.5103553995397985,Iris-versicolor
+85,6.325153166944346,3.387065970034826,5.651888194509996,2.383012084742824,Iris-virginica
+86,6.438576906698951,3.0786889216263065,5.4937198482751075,1.8048579885908687,Iris-virginica
+87,5.653094756859188,4.399999002318916,1.485174029859799,0.3939152647899088,Iris-setosa
+88,6.018193856216525,2.2,5.00224718648001,1.50693130436565,Iris-virginica
+89,6.000884848044094,2.6916479175900347,5.098956695524893,1.6191389009313355,Iris-versicolor
+90,4.601712055284913,3.5986856186639633,1.0,0.2,Iris-setosa
+91,6.704064983280508,3.288118060099956,5.674350984641959,2.4999991145767666,Iris-virginica
+92,5.425429804027684,3.932413727845968,1.3082399729589962,0.4374309501710729,Iris-setosa
+93,6.333810662549011,2.940541196138102,5.541155366260661,1.8114386758738457,Iris-virginica
+94,4.6106464546058294,3.637752321372517,1.0000005669007563,0.2,Iris-setosa
+95,4.60491635854024,3.5937329730789265,1.0000004616609062,0.2,Iris-setosa
+96,5.022176745072057,3.343870196809131,1.3257512989438505,0.2,Iris-setosa
+97,5.491242038074308,2.4161574015392606,3.785396722593771,1.1390728959636345,Iris-versicolor
+98,5.506781712263153,4.201300705311328,1.3954419508325495,0.2,Iris-setosa
+99,4.596103750067656,3.170223540323169,1.4061082386239787,0.2,Iris-setosa
+100,6.333801500384711,2.5133181045703483,5.020718895376346,1.885849604523362,Iris-virginica
+101,5.625163553897916,2.677317439064995,4.174972281965605,1.287680677589567,Iris-versicolor
+102,5.127650561478008,3.294487559940775,1.8630131841442357,0.39453426104671196,Iris-setosa
+103,5.600851758490866,2.9739128810716777,4.54887010486399,1.5009707345000884,Iris-versicolor
+104,5.691487535995859,4.399999146858364,1.5002850050378564,0.36798855910878514,Iris-setosa
+105,6.748422281426705,2.9993679113664964,5.009385738278926,1.7102740040303464,Iris-versicolor
+106,6.625234791852102,3.299841383034861,5.633504881317167,2.2441251185561515,Iris-virginica
+107,4.585001568461035,3.6622262815733495,1.0,0.2,Iris-setosa
+108,5.180927003189034,3.4804443198139623,1.504338785516239,0.2,Iris-setosa
+109,6.745279068056027,3.2407063874627595,5.786550570949043,2.224949160084721,Iris-virginica
+110,6.358614056140741,2.8422759969019307,4.245528586333866,1.2696231070698654,Iris-versicolor
+111,5.7841456237029565,2.820073258391679,5.095184785614424,2.401288520918821,Iris-virginica
+112,6.283557931433788,2.4956309014314413,4.911099661897153,1.520444757120717,Iris-versicolor
+113,6.008281265251677,3.426751254267296,4.540269615214289,1.628824325779486,Iris-versicolor
+114,5.506619900717822,2.459956762688467,4.1835692007319105,0.8724307048343739,Iris-versicolor
+115,5.495341885621531,2.3830912091668646,3.6889375698053124,0.9735458362523033,Iris-versicolor
+116,6.880889842324941,2.9887487272977835,5.555127290907149,2.1070573708231213,Iris-virginica
+117,6.005171992941445,2.2,5.023855246234802,1.495976314594403,Iris-virginica
+118,5.115891113102512,3.8320345947299725,1.8369977812561598,0.530022713738468,Iris-setosa
+119,4.49754279371682,2.306189479994902,1.3161166023315083,0.3009870954406615,Iris-setosa

iris/tab_ddpm/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/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/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/1/16/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,4.8828150514595094,2.994590412043889,1.3819117288179585,0.2,Iris-setosa
+1,5.654894533935734,3.0738172341919103,4.608441846423885,1.6207494471561592,Iris-versicolor
+2,6.735335148673172,3.3270917720039836,5.705512336171339,2.5,Iris-virginica
+3,6.67222143925653,3.089983248352338,4.721183035296677,1.5327748706640762,Iris-versicolor
+4,5.91278367297236,2.975367907381419,5.131022084517489,1.7988233189353982,Iris-virginica
+5,5.779128126126248,2.7045151264016742,5.106626199650755,1.8990284967968074,Iris-virginica
+6,6.64622459991444,3.113566510159864,4.447830648156735,1.4188305124410523,Iris-versicolor
+7,4.860184128806021,2.9842729872602978,1.40138155984339,0.2,Iris-setosa
+8,5.010226754864906,3.517188782240488,1.3104421047839818,0.33004968245818045,Iris-setosa
+9,5.107190900744592,3.3975292048938397,1.4878373330330323,0.2,Iris-setosa
+10,4.980917679785697,2.443726067166229,3.0040263600187993,0.9569449392856895,Iris-versicolor
+11,6.305028020486833,2.6954811174947335,4.893029901749865,1.7831270517940505,Iris-virginica
+12,6.010560630818199,2.20000032360957,4.9681474925924345,1.506146986641989,Iris-virginica
+13,5.431024161983247,3.00640167465671,4.487950118632286,1.498759778940595,Iris-versicolor
+14,4.908281177391046,2.396861146930924,3.219322533640354,0.9120618317016965,Iris-versicolor
+15,5.0491256183880795,3.325543227378339,1.4017317731753487,0.2,Iris-setosa
+16,5.299995626541739,2.8830938229493803,4.211434311016286,1.4360502412058977,Iris-versicolor
+17,6.6502475729967525,3.2776326641493365,5.701015090162669,2.499999227398928,Iris-virginica
+18,5.595395352663279,2.7062128367869547,4.213725201682424,1.304064845932969,Iris-versicolor
+19,4.4,3.175387697124859,1.308343696189806,0.2,Iris-setosa
+20,5.503145237864288,2.3988342128856295,3.515065715661816,1.1012289994578657,Iris-versicolor
+21,4.915324741933988,2.410798325961486,3.418439413699926,0.9434437347152533,Iris-versicolor
+22,5.112377267326781,3.7920273827845237,1.6852540995187257,0.4770377387626834,Iris-setosa
+23,5.787299323730963,2.6975853518016,5.111337799048596,1.898195864488274,Iris-virginica
+24,5.325601713577715,3.7423922443743383,1.4977481596552111,0.2,Iris-setosa
+25,5.893165114739576,3.0023738970940452,4.15947371715028,1.4932609043937428,Iris-versicolor
+26,4.4,3.2137092319879175,1.29413679361998,0.2,Iris-setosa
+27,6.675606622958123,3.0536493014268626,4.375810087959627,1.3983788136861843,Iris-versicolor
+28,5.73815498762938,4.399999073564896,1.4974287125069656,0.361765742703087,Iris-setosa
+29,6.376491596073983,3.0639456067001887,5.503911783877997,1.8096419822368979,Iris-virginica
+30,5.804781541163221,2.714357484528856,5.099275861190269,1.907240765561394,Iris-virginica
+31,5.075821634107401,3.7671900555069286,1.6056620406532005,0.2,Iris-setosa
+32,4.4000004594158675,2.932631943143059,1.382592793549926,0.2,Iris-setosa
+33,6.808600588797353,3.204654134240735,5.688928972143211,2.2590851608415656,Iris-virginica
+34,6.390609757625131,3.018947563160121,5.507306674687135,1.7761453994498098,Iris-virginica
+35,5.481758661551058,2.5976176542399587,4.361751060429589,1.1742963404201174,Iris-versicolor
+36,6.296802348091557,2.785592330338212,5.095183061022905,1.4880238112313469,Iris-virginica
+37,4.589717192085248,3.6100521395411325,1.0000003640396196,0.2,Iris-setosa
+38,4.954534277095425,3.271548745404239,1.3010042542132028,0.2,Iris-setosa
+39,5.127011368761052,2.4792987835503766,3.424624800511226,1.2276874765040842,Iris-versicolor
+40,5.096980018444848,2.4863032762336656,3.0667479655861065,1.0974760676640103,Iris-versicolor
+41,5.908631229828445,2.9952380985379956,4.189434553298444,1.5013083180649414,Iris-versicolor
+42,6.810485142231033,2.9990583101163573,5.472046814197228,2.0978259788708504,Iris-virginica
+43,5.801447167005661,2.81791744611059,5.1476385220505465,2.305266977236663,Iris-virginica
+44,7.7,2.733886830056169,6.7,2.0702799787681845,Iris-virginica
+45,5.940817373915868,3.3148874883509416,4.695525481205872,1.7359994024024796,Iris-versicolor
+46,7.699998926907538,2.805210702410183,6.7,1.9589608859767773,Iris-virginica
+47,5.101084797675916,3.795481113253458,1.8722744079141806,0.4433316637756905,Iris-setosa
+48,5.508389882365733,2.3995680740720164,3.8974666731954803,1.04222696804612,Iris-versicolor
+49,5.191034036506747,3.720919101107666,1.6521420383454337,0.40993714122605324,Iris-setosa
+50,6.631498173700555,3.3030447572178936,5.7159105711199665,2.499999513996305,Iris-virginica
+51,6.002027031882336,2.2000003028989426,4.992050364269783,1.482409187941354,Iris-virginica
+52,4.626897156077231,3.2144006612279754,1.3968584361400502,0.2,Iris-setosa
+53,5.981967239305236,2.2000003659925684,4.989390158376889,1.4895924290086489,Iris-virginica
+54,4.998394933814831,3.322862747365393,1.3954428543801745,0.2,Iris-setosa
+55,6.754235045372534,2.9943812018016347,5.020371261979277,1.7101339289108617,Iris-versicolor
+56,5.132513597148223,3.4027327137212193,1.4724250648333863,0.2,Iris-setosa
+57,5.995952827969557,3.418904171837153,4.553120505728036,1.5878655369590322,Iris-versicolor
+58,6.726324406857123,3.2887632174852794,5.687530602283082,2.5,Iris-virginica
+59,5.835899672176788,2.9176068473380026,5.108045019938021,1.8340759598281213,Iris-virginica
+60,6.01703174865127,2.9781725520295184,4.86909693811381,1.7883338700517593,Iris-virginica
+61,5.016660191212949,2.4585210025226183,3.041347412289901,1.0193682106841349,Iris-versicolor
+62,6.01398462937324,2.2,4.97821442382879,1.4992478500308488,Iris-virginica
+63,5.76565825771906,2.6646974280136586,5.08950973174979,1.9038559549391092,Iris-virginica
+64,7.699998804372833,2.778180099281857,6.6999986677681935,2.056173841556822,Iris-virginica
+65,4.588889574086774,3.6017599261269684,1.000000463700676,0.2,Iris-setosa
+66,5.053539144116315,3.5430583722887583,1.401255608672005,0.2,Iris-setosa
+67,6.10066898434212,3.322840527708831,4.50245862665635,1.5332919354188406,Iris-versicolor
+68,6.3314990385739796,2.707759487458483,4.861358655520569,1.7828417655817768,Iris-virginica
+69,6.094471271771907,2.6050300576116907,5.602556642609365,1.3941414525369789,Iris-virginica
+70,4.96724616120152,3.385654276861404,1.5216690460084983,0.2,Iris-setosa
+71,5.918083074504504,2.2000003470175034,5.028761296280682,1.4972680551258253,Iris-virginica
+72,5.102587408925018,3.7976171331873103,1.6175294433103442,0.2,Iris-setosa
+73,5.471092666216461,2.4089376441255306,3.592904897474104,1.0858692457853423,Iris-versicolor
+74,5.481335743451931,2.3967841836090535,3.863863959447558,1.0636441954902738,Iris-versicolor
+75,5.090391538515717,3.3831956254926157,1.517523092839747,0.2,Iris-setosa
+76,5.853096382304161,2.8072770692183138,5.10816849556983,2.400586915528901,Iris-virginica
+77,5.337338488894141,3.6041569390912924,1.523611186346187,0.2,Iris-setosa
+78,5.818148572195613,2.8042858819004395,5.120187574724636,2.39994137603127,Iris-virginica
+79,5.994525133013028,2.2000002767777884,4.978914948644787,1.461300845086711,Iris-virginica
+80,4.896053634644002,2.4126628395501313,3.136351747275964,0.9886690953445467,Iris-versicolor
+81,6.62190973511026,3.0909095815015912,4.413832311041443,1.42454757393441,Iris-versicolor
+82,7.256594841871889,2.922004324084246,6.217484830285647,1.8402835014438206,Iris-virginica
+83,5.030492581741989,3.324019908581573,1.402162596673461,0.2,Iris-setosa
+84,5.420934210672134,3.9330300659226993,1.292883402217039,0.524229784202122,Iris-setosa
+85,6.063909765403265,2.995892392507098,4.578616841163926,1.3906948979227682,Iris-versicolor
+86,5.098479401568847,3.8132208307887887,1.5914524434291977,0.2,Iris-setosa
+87,5.407739931993088,3.8916747815838457,1.653177986479279,0.39758163032169447,Iris-setosa
+88,5.885907328685213,2.999929992122283,5.106259456386541,1.8209087661192598,Iris-virginica
+89,5.3833971606882445,3.7897323641786342,1.366919850264165,0.39444642066964775,Iris-setosa
+90,6.6534054037124335,3.1182193012962984,4.402250105717242,1.4130008120357114,Iris-versicolor
+91,4.595166999723732,3.2110342295304015,1.378488513377075,0.2,Iris-setosa
+92,5.6693806551165205,4.4,1.4994545234349232,0.3527920789979335,Iris-setosa
+93,5.5849077311265205,2.9940993609113478,4.13651356645798,1.300450634141201,Iris-versicolor
+94,7.049802876473676,3.0068277697285004,5.800372764135872,2.129027439320878,Iris-virginica
+95,5.995319169589489,3.4397144889692552,4.551732570314832,1.6296028113606842,Iris-versicolor
+96,6.288326430768739,2.8069924860914557,5.467508195643942,1.8328261836402182,Iris-virginica
+97,5.701102045756309,2.9742138589934797,4.339677828652801,1.4813404024561192,Iris-versicolor
+98,4.4000006907005025,2.904497938493221,1.404102201228447,0.2,Iris-setosa
+99,5.025623809914749,3.3255636877585366,1.3911201174581167,0.2,Iris-setosa
+100,5.7047961227163615,2.4900075404139392,4.994559116378462,1.9944324989715052,Iris-virginica
+101,5.1098717965615545,3.3920437885828516,1.4876389856600918,0.2,Iris-setosa
+102,4.494511619352377,2.29429007196529,1.3056524313658753,0.2645111806387105,Iris-setosa
+103,5.3592849601387496,3.3975150650373402,1.6957061478273732,0.2,Iris-setosa
+104,5.438724201273026,3.408338109238748,1.674086745128223,0.2,Iris-setosa
+105,6.697687257270932,3.008032209253151,4.983001154886026,1.6894105385233635,Iris-versicolor
+106,5.522946236121221,2.638513200762505,4.340205126808422,1.1155784259813424,Iris-versicolor
+107,5.915107631909399,3.198940004186607,4.746231339397448,1.7330811132016182,Iris-versicolor
+108,6.615558683192065,3.0134111816597797,4.3814474135867405,1.398368877609237,Iris-versicolor
+109,4.400000548680156,3.183022367439249,1.3103741275583056,0.2,Iris-setosa
+110,6.28399905052764,2.887498482660775,5.618265851125508,1.8104791608149131,Iris-virginica
+111,5.365944068383684,2.990027125030214,4.4961250086964,1.4990287621319338,Iris-versicolor
+112,5.773238976275632,2.6974948461628574,5.101715588836048,1.9006943264537197,Iris-virginica
+113,5.8721371199601755,3.009492363152218,5.150215862664503,1.806560158425021,Iris-virginica
+114,4.4,2.896625172309864,1.4038311651153401,0.2,Iris-setosa
+115,5.266262922125493,3.8220883816956275,1.67762303442115,0.4398441239106833,Iris-setosa
+116,4.4,2.99125470298166,1.3860985969667372,0.2,Iris-setosa
+117,6.912949113896426,3.2017912069883043,5.716486044570984,2.2915512874951642,Iris-virginica
+118,5.32466038414348,2.971122953211647,4.401910107275136,1.4866980406222594,Iris-versicolor
+119,6.416327135214386,3.199340661678099,4.496544889584359,1.5066233942256708,Iris-versicolor

iris/tab_ddpm/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/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/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/1/17/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.106468780213172,2.507785190037337,3.1245363958695123,1.1616531326473378,Iris-versicolor
+1,6.366167657903884,3.2061362811746266,4.5601509258450825,1.4964270657000553,Iris-versicolor
+2,5.3541617238619015,3.881279120095544,1.6795270341006183,0.39325481841501386,Iris-setosa
+3,5.225935851782317,3.5108948059071876,1.4974946094862358,0.2,Iris-setosa
+4,6.434548868826033,3.075593147661911,5.507086877848552,1.805414543048325,Iris-virginica
+5,4.596095880511813,3.602820730566353,1.000000649906024,0.2,Iris-setosa
+6,5.125015445325865,2.5001132642732644,3.085168030044939,1.1185236628729527,Iris-versicolor
+7,5.7612818565005774,2.709781544930478,5.102444566689725,1.9059108332002779,Iris-virginica
+8,5.086892169433242,3.736869826865186,1.6161770022581108,0.39760490401948145,Iris-setosa
+9,6.288015975897803,2.875547855326225,5.596378451887337,1.7851506440234308,Iris-virginica
+10,7.699998990480917,2.8044399287074624,6.699998776488426,2.000051678642009,Iris-virginica
+11,6.283874321476161,2.8888266099623965,5.646686626279233,1.8089935042105703,Iris-virginica
+12,6.364508925970255,3.220728474921846,4.522793250623936,1.500848924451471,Iris-versicolor
+13,6.01390446490588,2.2,4.989641416516146,1.4608250009128505,Iris-virginica
+14,6.464587153978397,3.01205448118947,5.497686135056668,1.7937009573591192,Iris-virginica
+15,4.583200007109069,3.225931419496505,1.3950224808210803,0.2,Iris-setosa
+16,6.279054890880265,2.6878921443325834,4.9316478243422655,1.8124274494004884,Iris-virginica
+17,5.946826019625515,2.2,4.981486654063458,1.5241265118969722,Iris-virginica
+18,5.715242603723097,4.4,1.519373119950481,0.5298893674219566,Iris-setosa
+19,5.235224976314013,2.7402578626854237,4.01159763909258,1.4098513739224585,Iris-versicolor
+20,6.76859865584067,3.319219731311314,5.618724310944653,2.5,Iris-virginica
+21,5.810304511362695,2.8179970790855986,5.107845417448085,2.3979754063603798,Iris-virginica
+22,5.087523979076548,3.7407748192648587,1.597065792192149,0.44437558936902477,Iris-setosa
+23,4.594011844701454,3.631145833665973,1.0000004308578088,0.2,Iris-setosa
+24,5.6822073335929035,4.399998727013681,1.4973388566796957,0.41309264610689433,Iris-setosa
+25,7.699998984046117,2.8277841967163635,6.699998993431194,1.985873608902868,Iris-virginica
+26,4.986538727993629,3.5639908176752195,1.4011344582727225,0.2,Iris-setosa
+27,5.251767289651928,3.4623238820437945,1.5666245666476577,0.2,Iris-setosa
+28,5.986929356352171,3.3956215903995566,4.456605392461207,1.5534446725408548,Iris-versicolor
+29,6.407505233964223,2.885857579594399,4.333922911957203,1.315080658547374,Iris-versicolor
+30,5.396921621346575,3.90272292135505,1.6887103815752322,0.39273485761691057,Iris-setosa
+31,5.863002318705831,3.191544588203982,4.860350042719055,1.7915819470615715,Iris-versicolor
+32,5.226301507737398,3.411375019257377,1.4101724053683662,0.2,Iris-setosa
+33,5.911917763375208,3.0043347326785903,4.198262976602025,1.5072609079205033,Iris-versicolor
+34,5.084088508966954,3.374192304656744,1.408255209242418,0.2,Iris-setosa
+35,5.491373848557083,3.009320498529364,4.547103799530378,1.5063172713104847,Iris-versicolor
+36,5.502692210032829,4.197493601067721,1.3852200060854196,0.2,Iris-setosa
+37,6.690235083970513,3.107878233733269,4.391409244760699,1.412237189157608,Iris-versicolor
+38,5.7081737943698485,4.399998929544192,1.4910033549364006,0.36530897287633185,Iris-setosa
+39,6.010068840907843,2.7250320456490185,5.108994840162872,1.5981003371961588,Iris-versicolor
+40,6.9901147895874205,3.088816460556585,5.730566774107259,2.2121526044310618,Iris-virginica
+41,5.095387834209874,3.284794298439903,1.945176428510418,0.4449816209451748,Iris-setosa
+42,6.865566829471747,3.2929005948523744,5.869304882231904,2.5,Iris-virginica
+43,5.278905627129349,3.602536671303545,1.4949156024138808,0.2,Iris-setosa
+44,5.139225304115205,3.4331116754840383,1.4961553538344423,0.2,Iris-setosa
+45,7.287533518196268,2.9004668262065763,6.308387901415391,1.7855495728292412,Iris-virginica
+46,4.4,3.2059881048494567,1.2658910795624179,0.2,Iris-setosa
+47,5.1466930378922795,3.461577939509651,1.505729836165874,0.2,Iris-setosa
+48,5.00092186824256,3.597377162820551,1.3988281148195487,0.2,Iris-setosa
+49,4.604786332102536,3.592178436888102,1.0000003641956139,0.2,Iris-setosa
+50,6.42466902749468,3.183334230301165,4.449840375680904,1.495076753866035,Iris-versicolor
+51,7.699998594629141,2.785985732201069,6.699998494350833,2.0149157521879575,Iris-virginica
+52,4.9459705856288645,2.4347945677835967,3.139787406083033,1.0288783550821714,Iris-versicolor
+53,5.541667267758552,2.4027392063621527,3.4698262414161363,0.7422067660103052,Iris-versicolor
+54,5.69462183370335,4.4,1.5104986505827964,0.3977763123267656,Iris-setosa
+55,5.870229963132793,2.999676768223386,4.334900592296508,1.507999712512329,Iris-versicolor
+56,4.625764265838977,3.600624014122032,1.0000004181520514,0.2,Iris-setosa
+57,5.505720253119244,4.195126076609439,1.4028102727618394,0.2,Iris-setosa
+58,5.464992791080226,2.9931403678771638,4.499727775827314,1.4876154090122438,Iris-versicolor
+59,5.109858433981184,3.316635363488944,1.6818961774384382,0.5155472477173286,Iris-setosa
+60,6.464506338398428,3.192488713389491,4.477110419146772,1.5112625544368408,Iris-versicolor
+61,6.413848270492877,2.9042687690554088,4.279525607064314,1.2997770513356293,Iris-versicolor
+62,4.595995239047969,3.6578208745456045,1.0,0.2,Iris-setosa
+63,6.368509947041726,3.201984013944201,4.539916170859825,1.5076108569399678,Iris-versicolor
+64,5.082444743118985,3.307360479193161,1.6905461122147432,0.5517472002682132,Iris-setosa
+65,5.409031829967032,3.390267928704841,1.6950722040189738,0.2,Iris-setosa
+66,5.499093403699808,2.3902285794509366,3.630873327708329,1.1184812654703888,Iris-versicolor
+67,4.60698667755862,3.6321483440388107,1.0000004347578764,0.2,Iris-setosa
+68,6.816154587344852,3.23450369327646,5.610839620371883,2.2543872902505893,Iris-virginica
+69,4.9951788619846145,3.523448483031899,1.3090524770521559,0.33182313321986723,Iris-setosa
+70,6.30928954288584,2.698761857394961,4.91163638091535,1.798588877861125,Iris-virginica
+71,5.321397351025737,3.7259032680642354,1.4971086352242966,0.2,Iris-setosa
+72,6.678408210739069,3.2799665538288925,5.764540682978208,2.104459173762747,Iris-virginica
+73,5.8744993496084055,3.18467290485933,4.7711639117710245,1.7481553573302115,Iris-versicolor
+74,6.336993683948005,2.2919670509612837,4.4086361868711395,1.2943899132123524,Iris-versicolor
+75,5.497890752825828,2.5919576833288276,4.366749950366869,0.994584985835925,Iris-versicolor
+76,5.014371742399971,3.209793881213691,1.3294271130903743,0.2,Iris-setosa
+77,4.915554236264851,3.0047094320190952,1.4014807383927401,0.2,Iris-setosa
+78,7.699999029192075,2.810464918167606,6.699998902360243,1.9837642795616313,Iris-virginica
+79,5.494185050409486,2.9900510892932513,4.465263603350058,1.4979702344092312,Iris-versicolor
+80,6.318518792650906,2.911669173750737,5.567103356918735,1.7945085169218413,Iris-virginica
+81,5.446146345813052,3.0088969758214974,4.526493430750571,1.5085846859585068,Iris-versicolor
+82,7.6999983577094975,2.7919382134740083,6.699998039512135,1.9879682853158485,Iris-virginica
+83,5.380139312512858,3.902419408095879,1.3174154840248502,0.3912420116685638,Iris-setosa
+84,5.070174996515671,3.3653470706736086,1.4759119506479996,0.2,Iris-setosa
+85,5.693391694533781,2.5185803224844125,5.038599910111122,1.9901018083139965,Iris-virginica
+86,5.386756594723411,2.9852325355560034,4.466888445712071,1.501432264312418,Iris-versicolor
+87,5.984408644653737,2.722837032200975,5.103957883199333,1.6023742231917197,Iris-versicolor
+88,6.493879200292484,2.967197686350659,5.563176252445065,1.8039359854430126,Iris-virginica
+89,6.038262368844095,2.2,5.003302316680601,1.5007643967880462,Iris-virginica
+90,4.601044722064201,3.2186734322767916,1.4049267670034076,0.2,Iris-setosa
+91,5.058562502800273,3.589302241816432,1.4901867766730676,0.2,Iris-setosa
+92,5.595800401365607,2.990830133890747,4.088628998358774,1.2935453468810618,Iris-versicolor
+93,6.289405305603325,2.6910395989553137,4.885817093231735,1.7962143132696688,Iris-virginica
+94,5.3754714046065475,3.4051922726977857,1.685873220638394,0.2,Iris-setosa
+95,5.116192544235613,3.820764147367088,1.5623745305566938,0.2,Iris-setosa
+96,6.349994077462983,2.7889148764354923,5.083401605130476,1.5020254602528824,Iris-virginica
+97,6.364739739997027,2.871558747389489,4.305147253865085,1.2767709861735819,Iris-versicolor
+98,4.4,2.881425262814167,1.4014525721475708,0.2,Iris-setosa
+99,5.711871014388689,2.4872185053242553,5.005730538591175,2.016732560641812,Iris-virginica
+100,5.781733256379312,2.701264087131761,5.118730573423041,1.9104857320116104,Iris-virginica
+101,6.12591634806347,2.6025961363635197,5.636967690162999,1.389015574001548,Iris-virginica
+102,5.6997059942745,4.399998481411159,1.490799807016169,0.4292692464573865,Iris-setosa
+103,7.3405089456033,2.8825949123790764,6.335621861271836,1.8082936767198388,Iris-virginica
+104,6.511687943281689,2.9782774761054065,5.513847337771869,1.8149346845969638,Iris-virginica
+105,5.764891689211262,2.8139676709874712,5.094603556224767,2.398911312510503,Iris-virginica
+106,5.442458793418297,2.996463297778264,4.544414224961949,1.5163598191884182,Iris-versicolor
+107,7.699998762259442,2.81865362597519,6.699998489933329,2.038259546292807,Iris-virginica
+108,5.4687217816724125,3.005880679513223,4.555640090018402,1.5088199696297633,Iris-versicolor
+109,4.912435647150975,2.388372821641284,3.2776280774973103,1.023963371901143,Iris-versicolor
+110,5.710214264750494,2.490068643915951,5.001723440370246,2.0044749223953144,Iris-virginica
+111,4.583952813002912,3.609708132679709,1.000000360311506,0.2,Iris-setosa
+112,6.682076603672449,3.2990276674886547,5.72402288121917,2.11974570873621,Iris-virginica
+113,5.4337437439176695,3.006671357984965,4.511671950273012,1.5068893527393181,Iris-versicolor
+114,5.694015954091672,4.399999245375142,1.5128590936191078,0.42032000837141015,Iris-setosa
+115,5.214030198187318,3.7500879153377396,1.603319350789456,0.39564640432178333,Iris-setosa
+116,5.9827149944307685,2.200000309569528,4.990323717866392,1.4866050566112106,Iris-virginica
+117,5.260437003783888,3.606828059316273,1.4941181498538807,0.2,Iris-setosa
+118,6.928215629317938,3.203437624193929,5.683894600912771,2.313258695360501,Iris-virginica
+119,6.005961861251939,3.3724823869091547,4.508722753854135,1.5807547827578985,Iris-versicolor

iris/tab_ddpm/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/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/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/1/18/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,7.7,2.7703184338544995,6.7,2.0141574067668024,Iris-virginica
+1,4.882488338985481,3.397005749176276,1.5791802754085518,0.2,Iris-setosa
+2,5.208292237710521,2.7036272462651465,4.018959695424336,1.3879483773704566,Iris-versicolor
+3,6.76636500650008,3.0931504632020808,4.400143290798216,1.3791857863820878,Iris-versicolor
+4,5.692627254864139,4.4,1.4966206718255837,0.44329295276174463,Iris-setosa
+5,5.1338954685633365,3.339918432634474,1.345430492479298,0.2,Iris-setosa
+6,5.48659302686628,4.213058735658748,1.3861008552811238,0.2,Iris-setosa
+7,5.201567067676921,3.3955279703064827,1.413231884909489,0.2,Iris-setosa
+8,5.0222530293382475,3.334584256043249,1.4086525941049421,0.2,Iris-setosa
+9,6.428206061864014,3.0907940777263043,5.506848977213903,1.8015055527376624,Iris-virginica
+10,6.517363256997076,3.354512079474909,5.615588169718016,2.3828901123800645,Iris-virginica
+11,5.434019051375835,4.0700891270751,1.4186925461176982,0.2,Iris-setosa
+12,7.699998104712258,2.800866453943574,6.699998137263682,1.996944823871588,Iris-virginica
+13,5.569372275245536,3.0003655802346056,4.104697931707005,1.3111445696372686,Iris-versicolor
+14,5.49126258153813,2.3874775567352726,3.5920511643792086,1.0479769190441321,Iris-versicolor
+15,6.305355215155944,2.9133382077322003,5.588997110609152,1.8146974298261995,Iris-virginica
+16,7.310571700922278,2.908260048688493,6.316523675646392,1.7868332590001943,Iris-virginica
+17,6.616653450900307,2.9864993784338676,4.913728184771673,1.6147672363128514,Iris-versicolor
+18,6.708889396928164,3.317664733966916,5.691420737124382,2.5,Iris-virginica
+19,7.028995207877422,2.989280418525726,5.595312895289121,2.157276844095609,Iris-virginica
+20,5.708200225638113,2.4975297457197767,4.996676516628671,1.9937354796252285,Iris-virginica
+21,6.790951671953346,3.261681445507537,5.690584272882452,2.207341273123927,Iris-virginica
+22,6.6931937508043315,3.2794485437178142,5.636617422849369,2.4999990690643887,Iris-virginica
+23,5.429612337081583,3.9202691570948165,1.2948579798239708,0.4108389200751217,Iris-setosa
+24,5.0030804070004065,3.2185351621228224,1.2042784487022848,0.2,Iris-setosa
+25,6.481284011953811,2.931360282750677,4.285764771156279,1.324614715854719,Iris-versicolor
+26,5.173753561836241,3.464371397138855,1.4927498428935186,0.2,Iris-setosa
+27,5.173769116553922,3.480312390306827,1.4998325018874905,0.2,Iris-setosa
+28,6.744444911651195,3.009504630352729,5.494055988828622,2.1010540350092763,Iris-virginica
+29,6.776269493651776,2.9560933798403353,5.880411321301233,1.8272518757065148,Iris-virginica
+30,7.7,2.8146467668778437,6.6999988855314,1.9990772907973549,Iris-virginica
+31,6.671837072256361,3.3199559686636793,5.760958054746659,2.5,Iris-virginica
+32,5.749150732022107,4.4,1.508780824462611,0.3923771040552127,Iris-setosa
+33,6.323385759874651,2.5098908032866882,4.913570332772261,1.515408117154572,Iris-versicolor
+34,5.879970315099979,3.003025631458968,4.214826466488998,1.4940911055495274,Iris-versicolor
+35,5.121319474502407,2.5047177582442646,3.5961261162073783,1.097149490710793,Iris-versicolor
+36,6.679981572893903,3.2589799240650232,5.63612287158198,2.0660324271403976,Iris-virginica
+37,6.714972561301103,3.01877578976854,4.966798103335144,1.6454383157162638,Iris-versicolor
+38,4.804845991354357,3.411541195492564,1.609872742628166,0.2,Iris-setosa
+39,5.195923584039997,2.705510241895205,3.9154430322818703,1.3991402686644467,Iris-versicolor
+40,4.834347553365572,3.3998035969478866,1.6273956823559075,0.2,Iris-setosa
+41,5.806786564957459,2.6972191668807826,5.104953877418898,1.9025789397415895,Iris-virginica
+42,6.3450275244774295,3.3777631432643083,5.608742051667735,2.381997728180398,Iris-virginica
+43,4.717673524708557,3.2800486785983503,1.4056485430928516,0.2,Iris-setosa
+44,6.461726182534308,3.0202362023625917,5.488920950685521,1.795194817722716,Iris-virginica
+45,5.100963589882425,3.7884528374293587,1.793910484116175,0.3955904212796619,Iris-setosa
+46,5.595890009555794,2.989493144752777,4.089037749770692,1.2759716560747083,Iris-versicolor
+47,4.987181438921441,3.183903892823327,1.203766059434488,0.2,Iris-setosa
+48,4.618227748326463,3.216106381484241,1.4059091517540632,0.2,Iris-setosa
+49,6.402409257465841,3.1947743978808294,4.487626562171105,1.500040272560551,Iris-versicolor
+50,5.5357456326960035,2.4081631491376214,3.9183188068099177,0.9509625609446839,Iris-versicolor
+51,5.025126571291106,3.319392977968746,1.498960368310087,0.2,Iris-setosa
+52,5.11534664887747,3.810950194199598,2.2376133803586598,0.42970524477137473,Iris-setosa
+53,4.617839381025746,3.6088313747073886,1.0,0.2,Iris-setosa
+54,5.4306962355351835,2.4162944250013334,3.721241639287051,1.1032070163533156,Iris-versicolor
+55,5.177633013618001,2.6992896829195314,3.7155298044542597,1.4030284943915121,Iris-versicolor
+56,6.664777710906578,2.991192150699062,4.900397533046813,1.5748386893337263,Iris-versicolor
+57,6.390420120413174,2.876707719854563,4.269348471600677,1.3032072482041672,Iris-versicolor
+58,5.047298239726826,3.5264806809772455,1.3487873193343607,0.28858016617500865,Iris-setosa
+59,5.094569759245736,3.8566139139741495,1.6106160379942958,0.2,Iris-setosa
+60,6.728553632950556,3.000104408995579,4.996577557158375,1.6869795110297308,Iris-versicolor
+61,5.913320656349617,3.004977413594124,4.418897076540484,1.4718538766824825,Iris-versicolor
+62,5.26503446461366,3.53688365882907,1.4807520429796839,0.2,Iris-setosa
+63,7.310175909109997,2.9077774263352416,6.298445826979715,1.8090482980957299,Iris-virginica
+64,5.090643580756557,3.3827761036216977,1.489415069431988,0.2,Iris-setosa
+65,4.400000522011571,2.8768712371546723,1.4079519039678934,0.2,Iris-setosa
+66,4.4,2.9056993868629517,1.390509257909179,0.2,Iris-setosa
+67,6.5841118206426525,2.9811513881655243,4.403447317487947,1.4074623333809426,Iris-versicolor
+68,6.925537697608891,3.169276205439528,5.724122755640886,2.3030218959229276,Iris-virginica
+69,5.120874105381998,3.7067683254067068,1.4831095398511116,0.4163695404873342,Iris-setosa
+70,6.424423571996406,2.7194902538096692,5.319150225999125,1.8952862205104257,Iris-virginica
+71,6.693503322697602,2.995412142087304,4.9958932291692255,1.7044484811140652,Iris-versicolor
+72,7.699999091525905,2.7947275877336697,6.7,1.9791549784717908,Iris-virginica
+73,6.47681200800202,2.9303634274407475,4.347739728282003,1.3324298236746408,Iris-versicolor
+74,7.699998959619136,2.824441158914345,6.699998822281656,2.018149328317779,Iris-virginica
+75,5.978049906818717,2.200000316284586,5.022701236379771,1.493115210584564,Iris-virginica
+76,6.7541009205017914,3.2951913966614184,5.660741016757489,2.1093649255171325,Iris-virginica
+77,7.305479413484937,2.8937392569162075,6.294975950636364,1.8079115091415736,Iris-virginica
+78,5.015249824183896,3.4749167386566127,1.2968131175073192,0.29063629183116413,Iris-setosa
+79,7.699998164836162,2.7751857753694504,6.6999981257832095,1.9794665551853778,Iris-virginica
+80,6.299739086829615,2.2968476608387554,4.433412161413314,1.2807999264618564,Iris-versicolor
+81,4.400000674941057,3.193388156655607,1.2640119681820168,0.2,Iris-setosa
+82,5.98970594521661,3.0073117751802667,4.803530172021358,1.798529768862575,Iris-virginica
+83,5.678455088146874,2.516562282969848,5.04603535100966,1.990239419102689,Iris-virginica
+84,4.902794735747164,2.405574022435179,3.325837285088721,1.047348309461122,Iris-versicolor
+85,4.567780776387684,3.21295965015016,1.4030073220886028,0.2,Iris-setosa
+86,5.028079050581168,3.5256775691054854,1.2990095471014942,0.2749047965154783,Iris-setosa
+87,5.889367263265771,3.002196028249176,5.088909545298484,1.8162403568354504,Iris-virginica
+88,6.421075849901325,3.044434971406361,5.509830297205087,1.7896963280109914,Iris-virginica
+89,4.487952749871104,2.3005001941177086,1.3044999385711367,0.29722665181980024,Iris-setosa
+90,5.4837709697546035,2.5955448812460857,4.348342104852743,1.2512496261907669,Iris-versicolor
+91,5.161404863310423,3.3800545037054337,1.4001000152477394,0.2,Iris-setosa
+92,5.192626758776919,3.4843036367625846,1.4955652878841001,0.2,Iris-setosa
+93,4.400000667761914,3.1709492534094914,1.3068213740025294,0.2,Iris-setosa
+94,5.080881598283553,3.499894765526849,1.4016179679069163,0.2936804712620649,Iris-setosa
+95,5.037302058493703,2.464620988604204,3.2867634359739415,1.0239479808243852,Iris-versicolor
+96,6.352614916809,2.872037908882162,4.268725221173752,1.2693540788305235,Iris-versicolor
+97,4.506425949369634,2.285664557619398,1.2943930630281777,0.2979172189458127,Iris-setosa
+98,5.337185090201284,2.7680715314654685,4.046027883345578,1.3641664664354418,Iris-versicolor
+99,4.481485172407991,2.2850845469300407,1.288474085483374,0.26979386959224505,Iris-setosa
+100,4.6354034618541755,3.2905533797038613,1.407003866766323,0.2,Iris-setosa
+101,4.9179957473403055,2.425179757248005,3.1047281914164375,0.9991104542925803,Iris-versicolor
+102,5.760655407645671,2.7827448126613756,5.096276928928012,2.384704861485213,Iris-virginica
+103,5.769112595556038,2.691188934701603,5.096978718935519,1.905468843248148,Iris-virginica
+104,5.7849804819323145,2.699453007276737,5.094490550294841,1.896194199920077,Iris-virginica
+105,5.482142024409892,2.596650493261107,4.386184713870185,1.1217041233829064,Iris-versicolor
+106,5.270374556557516,3.673987220939013,1.4908493091938413,0.2,Iris-setosa
+107,5.810171948853933,2.7076947234337405,5.128573515927679,1.9111564699556391,Iris-virginica
+108,5.373780973988668,3.9058024418103616,1.3559065807788504,0.40031278515901336,Iris-setosa
+109,6.987479908395627,3.12888740848802,5.742452935584167,2.2692082465250047,Iris-virginica
+110,4.4,2.9162573718514433,1.3882209932225353,0.2,Iris-setosa
+111,5.802768027551294,2.6910145423132876,5.107357149352424,1.8961907209415174,Iris-virginica
+112,5.156746136442257,3.36527454283337,1.4823699925689475,0.2,Iris-setosa
+113,6.674031690518656,3.350174019979713,5.64673114601883,2.5,Iris-virginica
+114,6.29306638498098,2.782803846650836,5.080577354223027,1.4883273027415,Iris-virginica
+115,5.800898961986493,2.706804582311308,5.104719343590406,1.8987721593994351,Iris-virginica
+116,5.5696272738275105,2.6269448062223835,4.402118819955629,1.2375686009248312,Iris-versicolor
+117,4.4,3.171221008038969,1.3227344106931336,0.2,Iris-setosa
+118,7.699999074107424,2.773873039044565,6.7,2.0077249356814373,Iris-virginica
+119,5.0981603218267395,3.3512470428481183,1.4035282044659032,0.2,Iris-setosa

iris/tab_ddpm/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/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/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/1/19/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.030335212464483,2.998629582231289,4.837296208958466,1.7942966866478793,Iris-virginica
+1,5.401856865681338,3.933592275964712,1.275786898764319,0.4513216556689838,Iris-setosa
+2,7.7,2.7641901705875935,6.7,1.9781339706118255,Iris-virginica
+3,5.890565198151043,2.99696630397176,5.097679108111278,1.7921420273191655,Iris-virginica
+4,6.314940260863285,3.38861672230774,5.601162905278452,2.387136083340403,Iris-virginica
+5,6.2789601973326485,2.8061420505485555,5.095082266141508,1.524882900147478,Iris-virginica
+6,5.041390435971993,3.3284229687953877,1.426881715691512,0.2,Iris-setosa
+7,6.68213149148705,3.294446875525392,5.6983180954673465,2.499999357827304,Iris-virginica
+8,6.612855986130731,3.01227059381534,4.463006674569436,1.416808728500245,Iris-versicolor
+9,6.379580899746555,2.6063404729334194,5.192145581580465,1.897838368735397,Iris-virginica
+10,4.9030327637681665,3.096379796554501,1.5309991396698235,0.1000000913137868,Iris-setosa
+11,6.01652831256147,3.3907817149178445,4.478425535572741,1.6043605980808289,Iris-versicolor
+12,4.844443105821891,3.392500019877085,1.5882758923233424,0.2,Iris-setosa
+13,6.03826570013058,2.6941338308240366,5.09352604288642,1.5806110859277334,Iris-versicolor
+14,7.308793999519244,2.9015114242607307,6.313518618823892,1.813073128056121,Iris-virginica
+15,4.596086731649437,3.609551073169281,1.0,0.2,Iris-setosa
+16,6.117106273558883,3.0043107178601143,4.606270542014917,1.4073688905480624,Iris-versicolor
+17,5.652434389625671,2.5026002313345734,4.990377012468421,2.0002985458317752,Iris-virginica
+18,6.560329739499407,2.967328187313534,4.401136528204732,1.3720176255346728,Iris-versicolor
+19,6.697875096602846,3.2908122143521963,5.668543479441614,2.499999444851629,Iris-virginica
+20,5.767447878504164,2.697527309520034,5.1040998288835215,1.9025249766248429,Iris-virginica
+21,6.085829339267836,2.5930113180874583,5.599578287319045,1.3970869755830544,Iris-virginica
+22,5.731510534023369,4.399998938837218,1.514067161734823,0.4168730868364776,Iris-setosa
+23,5.011535501819935,3.3143836154645645,1.4048126637289646,0.2,Iris-setosa
+24,7.699998802670979,2.810994346566662,6.7,1.9778706869486962,Iris-virginica
+25,6.00718292905761,2.2000003288891294,4.963568450117078,1.5091527810662548,Iris-virginica
+26,5.794703337564334,2.8109362911876445,5.095509666896493,2.397648270396233,Iris-virginica
+27,4.4000006095877255,3.2037254342339843,1.3254056177979954,0.2,Iris-setosa
+28,5.588752809289255,2.6410842380346446,4.295741311248165,1.2677665967984255,Iris-versicolor
+29,6.696286992043307,3.3339336178896803,5.727993933872626,2.5,Iris-virginica
+30,6.384620563934076,3.1119967027535385,5.491915658065176,1.8332609750257993,Iris-virginica
+31,7.699998150493945,2.811422129334232,6.699998533058339,1.9777308847968569,Iris-virginica
+32,6.001004381738521,2.200000349794008,4.9853061530282785,1.5045195106687308,Iris-virginica
+33,4.610191992626233,3.5966488850148703,1.0,0.2,Iris-setosa
+34,7.7,2.8215284568893324,6.7,2.018489773795498,Iris-virginica
+35,4.9947698250588415,2.4508544840181408,3.085511325230221,1.022733960596954,Iris-versicolor
+36,6.875691826201516,3.1894607940695505,5.680721265429344,2.298292977000285,Iris-virginica
+37,5.000928861829699,3.500303372847555,1.3096088654762656,0.29874660392296487,Iris-setosa
+38,5.890081501682467,2.940602957607788,5.157490697157716,1.8331948519055603,Iris-virginica
+39,5.404951693013559,3.858050091128723,1.6887182879358094,0.38279195653650777,Iris-setosa
+40,5.432768243896824,2.9775262204437967,4.518987827319341,1.5032007675840846,Iris-versicolor
+41,6.287407711750237,3.3898445553856305,5.669388835202938,2.3968084386621595,Iris-virginica
+42,5.051225223042612,3.4955006979198395,1.3534068645744812,0.29420372973513575,Iris-setosa
+43,5.117971264704512,3.5497969481818497,1.3669865557272716,0.3149124335651642,Iris-setosa
+44,5.933503604787118,3.225550940645074,4.768294286179639,1.7716368858927396,Iris-versicolor
+45,5.164996645934314,3.4656632090775554,1.5184188117357955,0.2,Iris-setosa
+46,5.098814865935423,3.2908818851005175,1.955701860282526,0.4311417252876056,Iris-setosa
+47,5.232125678776011,3.415243214632108,1.4025766542510851,0.2,Iris-setosa
+48,4.608364804408094,3.3820155613895015,1.403126227971447,0.29184485664637244,Iris-setosa
+49,5.210610199166259,3.3962243179081253,1.3859207380288137,0.2,Iris-setosa
+50,5.730842742541224,2.5320134190214025,4.999630487488713,2.1064365823616726,Iris-virginica
+51,7.7,2.7480325459901063,6.699998817097985,1.9902495811185266,Iris-virginica
+52,5.349136440124521,3.3991837893236543,1.6708111224806586,0.2,Iris-setosa
+53,5.525013514110809,3.005732039310477,4.484797369520856,1.5010419575091811,Iris-versicolor
+54,6.7292592771377215,2.9905823100553945,5.009402790771878,1.6910263079142056,Iris-versicolor
+55,6.318433068006546,2.5106432218825825,5.0024139043256,1.8914917629058696,Iris-virginica
+56,4.597687093667843,3.3971302585077243,1.3869973734018954,0.2909126641890534,Iris-setosa
+57,5.7242838593067775,2.995494287675816,4.503810608141791,1.4992465859307775,Iris-versicolor
+58,5.5214035145397595,2.59789608831654,4.385832179841805,1.2470205627702728,Iris-versicolor
+59,4.7903970646882605,3.377622680441683,1.6129068288584727,0.2,Iris-setosa
+60,6.371449823629202,2.8823808570398555,4.297775460431806,1.2844490973156883,Iris-versicolor
+61,7.7,2.804398239934823,6.7,2.047521106008927,Iris-virginica
+62,6.003398355705757,3.409285805287658,4.523056254893812,1.6003892007395057,Iris-versicolor
+63,5.076017907745863,3.4962715920756504,1.3918921029285698,0.29095265327834496,Iris-setosa
+64,6.390698160769683,2.687895507234085,5.276279195565344,1.9053467887782753,Iris-virginica
+65,7.134507255871263,2.9737983602469176,5.903914254690611,2.11168316800014,Iris-virginica
+66,4.400000452633205,3.1715334802913837,1.3037611907338738,0.2,Iris-setosa
+67,5.013712901375063,3.475525891447909,1.3267587292528185,0.2946354517100317,Iris-setosa
+68,6.5969778476197005,3.0244419450461573,4.9981668402216055,1.7372564715081755,Iris-versicolor
+69,6.072496894644553,2.9978226624066537,4.618670079072397,1.4141485938379221,Iris-versicolor
+70,6.910277813192413,3.208663033449053,5.661438187560152,2.3025873761272635,Iris-virginica
+71,5.716656331623766,2.475531015742068,4.999068326378799,2.004565028945665,Iris-virginica
+72,5.694569877910855,4.4,1.5048819654007577,0.4219786390714603,Iris-setosa
+73,7.344488167893719,2.9067224226840014,6.333917223230776,1.7967555586465807,Iris-virginica
+74,6.335243730667663,2.524180602743335,5.001196920033804,1.8905074868058973,Iris-virginica
+75,4.891161358449824,2.398689934806448,3.1383376797292195,0.9331582748885799,Iris-versicolor
+76,6.3705003927547015,3.210178782546043,4.530818838136067,1.5102571728422873,Iris-versicolor
+77,6.307599155607025,2.858938228913536,5.58277066445699,1.7669755613331384,Iris-virginica
+78,5.978377927255834,3.3913572423038434,4.48048399747786,1.6105919933871093,Iris-versicolor
+79,5.862471540764512,2.9824336112217975,4.18723548631148,1.4880905500097232,Iris-versicolor
+80,7.699998744138521,2.781628860651932,6.699998285933803,2.0106806483012387,Iris-virginica
+81,6.3665402147139405,3.2129035366636125,4.512406288312783,1.5112123060108096,Iris-versicolor
+82,4.501255453936938,2.299610651903593,1.3227668114180364,0.3132956706564804,Iris-setosa
+83,5.063720782127374,2.490886414823654,2.936187650361715,1.069192705385126,Iris-versicolor
+84,5.727183414043597,3.003862554187135,4.517638419526576,1.4869522859701803,Iris-versicolor
+85,4.614711532504242,3.5998630602285986,1.0000004699025167,0.2,Iris-setosa
+86,5.259260826278648,3.898048743525517,1.8248308563139948,0.39968308248350487,Iris-setosa
+87,5.345265023037438,2.9487372217670718,4.405986389275462,1.4712404201735536,Iris-versicolor
+88,5.093523649478182,3.7945338846354644,1.6646347547752804,0.6111308097356476,Iris-setosa
+89,5.519201392664984,2.395233579784707,3.841334293476997,1.0612714452294736,Iris-versicolor
+90,6.697926645253746,3.326846662821877,5.737302974443009,2.5,Iris-virginica
+91,5.201222593800106,3.564358333414042,1.502588648326024,0.2,Iris-setosa
+92,5.915222027726303,3.1934866174502843,4.817012665270856,1.7666119347151383,Iris-versicolor
+93,5.57170886668356,2.632058925741191,4.248871062245084,1.2641217914476834,Iris-versicolor
+94,6.318438450336156,3.417366033645063,5.583657960481383,2.4078719908178177,Iris-virginica
+95,6.395046585954867,3.2096736587343098,4.47320103890818,1.4967368098371328,Iris-versicolor
+96,5.946803783162206,2.2000003420753047,4.997378526471214,1.494852535240861,Iris-virginica
+97,4.883838474808375,2.993050325307708,1.399323918795916,0.2,Iris-setosa
+98,5.495012601599634,2.4028461464928497,3.625709639425062,1.0804373074206088,Iris-versicolor
+99,4.400000489754128,3.191156049461506,1.3238407744198581,0.2,Iris-setosa
+100,5.0114159040415425,3.521039560733546,1.3103003610019712,0.2907467768276346,Iris-setosa
+101,5.571297014828999,2.9812359341587515,4.601753129618565,1.521791228215006,Iris-versicolor
+102,5.250586432052673,3.8213192159374265,1.5386799751738063,0.2,Iris-setosa
+103,6.093829155677653,2.59946827548911,5.582809291093131,1.3927940131191885,Iris-virginica
+104,5.763521488399454,4.4,1.4983471062301228,0.5274204394355654,Iris-setosa
+105,5.98614405257685,3.4102802391260547,4.431006690812212,1.5942156148466877,Iris-versicolor
+106,5.378733544650096,3.907596030561977,1.3072636820549488,0.4081200468480831,Iris-setosa
+107,7.294841079956353,2.917721064091501,6.3048132979321085,1.7842312876083448,Iris-virginica
+108,6.295827750230802,2.885054928848404,5.616478386752415,1.7975779346085816,Iris-virginica
+109,5.468879954069144,2.507439219978899,4.13130198056795,0.9988034472178838,Iris-versicolor
+110,4.40000083773474,3.212461698204324,1.288560018355679,0.2,Iris-setosa
+111,5.666644097992253,4.399999008669768,1.493622185385875,0.3954956324669329,Iris-setosa
+112,6.424012234041967,2.7373152455962177,5.360215018094425,1.8933683169503883,Iris-virginica
+113,4.891278380429027,2.9788385696160287,1.3821038367171057,0.2,Iris-setosa
+114,5.27927821192288,3.672072083251641,1.50711832759993,0.2,Iris-setosa
+115,6.3507819169440545,2.9038229270858813,5.593363346139047,1.8022346307677743,Iris-virginica
+116,5.566173202642087,2.994189745181271,4.495740248519346,1.5035755783442029,Iris-versicolor
+117,6.363460774006887,2.6388950002592266,5.205195422115532,1.8927899795666925,Iris-virginica
+118,4.603513902412826,3.3970511826991157,1.401418660065699,0.2852979418072814,Iris-setosa
+119,4.894772260057973,3.005141531189478,1.3981444214278107,0.2,Iris-setosa

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

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.998020049946355,2.2000003589586656,4.979009446745182,1.5191829018173928,Iris-virginica
+1,4.601914013923651,3.6597917305440824,1.0000003960098232,0.2,Iris-setosa
+2,6.346500349203775,2.795529093088899,5.106526099700571,1.498792975165287,Iris-virginica
+3,6.767395352950287,2.9954601692800957,4.992820805132259,1.6785859382145005,Iris-versicolor
+4,7.699998925417585,2.8056054046071424,6.7,1.979367477847265,Iris-virginica
+5,6.42868422929442,3.2100409914415917,4.507110265939292,1.5016207336832132,Iris-versicolor
+6,4.980105134590688,3.23734764960996,1.346835084594473,0.2,Iris-setosa
+7,5.099724490171549,3.3837292279791944,1.4900526306219088,0.2,Iris-setosa
+8,6.704308890840052,3.279383528015972,5.6632725861161815,2.499999391475003,Iris-virginica
+9,5.513714208644849,3.0267255397558612,4.552330486295825,1.532586229651518,Iris-versicolor
+10,5.750093276226757,4.39999877942063,1.5145370220555987,0.49852722457521365,Iris-setosa
+11,6.325752071290269,2.8091756658420834,5.13344869190561,1.4940840259669264,Iris-virginica
+12,5.91663779704313,3.0047779661793177,4.179025065035988,1.5047960631540036,Iris-versicolor
+13,6.302703413393781,2.7983186434301524,5.0902846953827225,1.5048861374732347,Iris-virginica
+14,5.781016399463403,2.686277787356237,5.095195950811396,1.912609410568369,Iris-virginica
+15,5.053909189211176,3.498065416952663,1.3506253675300068,0.29872052580922526,Iris-setosa
+16,6.288852964428004,2.778936264880498,5.116329804745385,1.4974114663618483,Iris-virginica
+17,5.518310963083858,4.167712743477247,1.4009688783161756,0.2,Iris-setosa
+18,6.804771720014343,3.3199664014300505,5.705030244330225,2.5,Iris-virginica
+19,5.089147469805541,3.717106541112737,1.5055891898155638,0.41217333084769225,Iris-setosa
+20,6.81012574958968,3.324717175147632,5.855084356255503,2.5,Iris-virginica
+21,5.795727192618512,2.7124726910732972,5.0974123712848,1.896736200886558,Iris-virginica
+22,6.004154146319981,2.2,4.985322532531553,1.5166981406592346,Iris-virginica
+23,5.792579259774306,2.786836399900451,5.1009540862844265,2.4002450948046348,Iris-virginica
+24,5.535379935933971,2.6632096752463674,4.256925042670934,1.2747730519982763,Iris-versicolor
+25,5.099084684671431,3.8666619712181722,2.135398417632906,0.38602320112361244,Iris-setosa
+26,6.732687295339337,3.3029239771914365,5.684398945483085,2.5,Iris-virginica
+27,5.105825512070349,3.39705470132745,1.5281756184138717,0.2,Iris-setosa
+28,5.09979596630499,3.787106330087695,1.6965686935915965,0.3906546937551476,Iris-setosa
+29,5.469208642872165,3.002070731844946,4.507601011367979,1.5036087821699715,Iris-versicolor
+30,4.400000507171893,3.199798508786159,1.3016801048353115,0.2,Iris-setosa
+31,4.590443607680122,3.205313547366493,1.3723743351887652,0.2,Iris-setosa
+32,5.51716268260115,2.4016583667369242,3.949871592102201,0.9782829317641434,Iris-versicolor
+33,4.584971284971289,3.6191758379740566,1.0000004491,0.2,Iris-setosa
+34,7.7,2.770968672379039,6.7,1.9923421514221202,Iris-virginica
+35,4.4000010201230735,3.252393813985515,1.309967778778541,0.2,Iris-setosa
+36,4.608330376973462,3.2078402595581244,1.4006583578653344,0.2,Iris-setosa
+37,6.004603702745586,3.0001238666288463,4.814046046194674,1.8089615579166285,Iris-virginica
+38,6.472605309730895,3.19682975017775,4.504214962107154,1.4811105853480495,Iris-versicolor
+39,5.264725582624598,3.849734858388684,1.6586129130746783,0.3900349781092005,Iris-setosa
+40,5.430297267438405,3.0055184993157438,4.531788157101546,1.5078145840488564,Iris-versicolor
+41,5.397796340747773,3.942864087623501,1.3111569177965703,0.3872689794442459,Iris-setosa
+42,6.784094321633838,2.9903166478514436,5.493399051824489,2.06580293186909,Iris-virginica
+43,6.38995055731456,3.2057439644781027,4.496572284831896,1.4971266919786348,Iris-versicolor
+44,5.604816257464844,2.9916697897477453,4.08082464092433,1.3066031595136136,Iris-versicolor
+45,4.954719389987467,2.432433261290689,3.3990602895719992,1.099068048155745,Iris-versicolor
+46,5.999164634313807,2.669433477234479,5.12385319040654,1.599108457079717,Iris-versicolor
+47,6.023534468790702,3.400851951304925,4.515914305714635,1.647513499275067,Iris-versicolor
+48,6.8667790357703185,3.2063065635905987,5.734184782889698,2.2899117562552838,Iris-virginica
+49,5.042798379107417,3.344374135110167,1.3964265493112196,0.2,Iris-setosa
+50,5.663907741365646,2.724274385542893,4.103461230989546,1.312466872937024,Iris-versicolor
+51,5.692828294583113,4.3999990571488,1.4902433775405026,0.37425351187907724,Iris-setosa
+52,4.833508915549573,3.44501337909477,1.5959919396027118,0.2,Iris-setosa
+53,5.71970652091086,2.7704254842414393,4.233139929818294,1.3340726997082755,Iris-versicolor
+54,5.2007920038261455,3.353750516040141,1.6805485511264293,0.26312917857898954,Iris-setosa
+55,6.795622231266864,3.0012552640621486,5.521578091896341,2.105931930267916,Iris-virginica
+56,5.445058391910082,3.3874205476392714,1.781587773029941,0.2,Iris-setosa
+57,5.489542002850089,2.5924083060822616,4.409342139766139,1.2400920349823306,Iris-versicolor
+58,5.189406912359936,2.7006018642985623,3.7650921343901578,1.403140421555191,Iris-versicolor
+59,6.3263075008898575,3.4128297676793324,5.60352351994606,2.3993913483630123,Iris-virginica
+60,6.862066227361168,3.198826330643905,5.711630307813493,2.288665234910229,Iris-virginica
+61,5.856244303663482,3.0707026200470615,4.564018618372815,1.5907815683313598,Iris-versicolor
+62,6.108218403376876,3.2682370249831085,4.613291823379838,1.6057754802992195,Iris-versicolor
+63,6.010128325842943,2.7176270303575603,5.102350625220452,1.6016235260344576,Iris-versicolor
+64,5.265427856835482,3.577238393251914,1.5333654040604667,0.2,Iris-setosa
+65,4.4,2.9188599311802057,1.4025531829490854,0.2,Iris-setosa
+66,5.0710118252378855,3.7307145710399183,1.6786180820038514,0.38413384218756796,Iris-setosa
+67,5.396178701099459,2.999973109145834,4.51798047915213,1.5179587092965248,Iris-versicolor
+68,5.91097817493557,3.1946771499499276,4.83557836636233,1.7788348560399876,Iris-versicolor
+69,6.87518321151204,3.204833415862514,5.637975880739032,2.308413960981736,Iris-virginica
+70,5.084251837987264,3.324917443602431,1.3737080603740406,0.2,Iris-setosa
+71,6.004426492044845,3.3958653945224415,4.476328022442255,1.620056329183122,Iris-versicolor
+72,5.722468517735663,2.5005950485230137,5.003752142668998,1.9947724032741068,Iris-virginica
+73,5.0098104834755794,3.4894332113853976,1.291795891633044,0.3095159594904771,Iris-setosa
+74,6.511761452673386,2.998369114108121,5.469560052082412,1.8083325785237443,Iris-virginica
+75,5.7767220963413175,2.6794082151328107,5.1137068713027345,1.9041506512039423,Iris-virginica
+76,5.137468284054827,2.5844337928592385,3.4354390026408463,1.3104284904838774,Iris-versicolor
+77,5.627065063069121,2.9959004081350606,4.079487442775097,1.3059815933314174,Iris-versicolor
+78,4.498354935246118,2.302394089073142,1.2867052651787891,0.27769896453746773,Iris-setosa
+79,5.798636648489166,2.70995304456476,5.0984786323771045,1.892755937415037,Iris-virginica
+80,4.4,3.2135960589100576,1.2907984001940052,0.2,Iris-setosa
+81,5.360215036391228,3.8667406491533365,1.6893073905176372,0.4060796563492854,Iris-setosa
+82,4.594704149672784,3.211026415672336,1.3988766711493885,0.2,Iris-setosa
+83,5.494185819810868,2.3953182002499696,3.675462269851652,1.1341264505417004,Iris-versicolor
+84,5.004248289445269,3.4811972039013495,1.2756696955271472,0.29674089195050135,Iris-setosa
+85,5.888268946637122,2.988449149726098,5.09859062016064,1.8090436319497034,Iris-virginica
+86,5.520898501408183,3.000595936505649,4.166384632251724,1.3396297629199696,Iris-versicolor
+87,5.218680650076353,2.714732655313187,4.031661117921383,1.40694945645647,Iris-versicolor
+88,6.332218801152903,2.300786776587248,4.4066551391912085,1.295783483612139,Iris-versicolor
+89,6.41004578733556,3.0921301030942674,5.474806585672668,1.8053292826555383,Iris-virginica
+90,5.586510780841363,2.737320483990387,4.154280378445028,1.3002898914366392,Iris-versicolor
+91,4.90966762953354,2.39862407722878,3.4615893034726817,1.0306565588674919,Iris-versicolor
+92,5.105533575455169,3.316111869696392,1.3003464573351167,0.2,Iris-setosa
+93,5.482119700785932,2.5913103741814174,4.402585975452416,1.0783213643921115,Iris-versicolor
+94,6.430686918944567,2.8981653456252965,4.260614083535421,1.293006421108963,Iris-versicolor
+95,6.0099722020354545,2.6967517157161875,5.083207542898816,1.5936614290866529,Iris-versicolor
+96,6.653604836053315,3.0167787362320317,4.953412846014509,1.6777763237768446,Iris-versicolor
+97,6.091004124280212,2.606258483801291,5.6160741972773796,1.3904647363239386,Iris-virginica
+98,4.599643035324605,3.6060314008240617,1.0000004262666105,0.2,Iris-setosa
+99,5.138842076128891,2.4992164726973214,3.280060304209705,1.172710187332885,Iris-versicolor
+100,5.127172925352773,3.586464549894913,1.4537119654780903,0.3466222371853345,Iris-setosa
+101,4.608605716908672,3.628736183401652,1.0000005877673939,0.2,Iris-setosa
+102,5.423508756491364,3.001931013794772,4.503560440157142,1.5020606605614741,Iris-versicolor
+103,6.71777608508578,3.102032861727869,4.411269500952521,1.401068989668313,Iris-versicolor
+104,6.349252332794297,2.879238945824852,4.285342726875684,1.2951631981343399,Iris-versicolor
+105,5.760094051347952,2.8292968600561723,5.10928647465081,2.392940215464141,Iris-virginica
+106,4.400000470948413,2.9202733794841773,1.401182340664023,0.2,Iris-setosa
+107,5.080686040189317,3.7963570371646385,1.6912238462536107,0.4132489016023385,Iris-setosa
+108,6.281197953285402,2.7758686050538945,4.18919436722401,1.305634851362433,Iris-versicolor
+109,5.200952604969488,3.493871427567781,1.502822799085565,0.2,Iris-setosa
+110,5.400743966143534,3.90607125038171,1.6807663529540764,0.3937546500802197,Iris-setosa
+111,7.7,2.80488763005941,6.7,2.0000191562848575,Iris-virginica
+112,5.743942462260668,3.009252586655604,4.447147874747027,1.50582967582516,Iris-versicolor
+113,4.778770621957776,3.3792399580147516,1.5898942602622064,0.2,Iris-setosa
+114,4.991283540937303,3.1883360939363152,1.2104706063262136,0.2,Iris-setosa
+115,4.4,2.8688331880619,1.4010474632506662,0.2,Iris-setosa
+116,5.014113648617574,3.211713065297117,1.1929503068147629,0.2,Iris-setosa
+117,6.316568908561125,2.5257440707328844,4.987925123285048,1.8847669026102178,Iris-virginica
+118,6.279232809803805,2.806929427147027,5.092236331506389,1.5043431104674274,Iris-virginica
+119,5.287996562946221,3.5978052162770187,1.5023303922519087,0.2,Iris-setosa

iris/tab_ddpm/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