a

iris/tab_ddpm/4/0/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,7.602051101993715,3.0,6.593141320449517,2.092272077337927,Iris-virginica
+1,5.79137470846435,2.6853679000223196,5.096172761420661,1.8896579901983424,Iris-virginica
+2,6.048024917466634,2.7955337787356616,4.620562188272627,1.2357896261118908,Iris-versicolor
+3,6.529440960280715,3.0,5.80829917010181,2.200343179341345,Iris-virginica
+4,5.426687502137737,3.0,4.503217459212786,1.4928866984301605,Iris-versicolor
+5,5.789945514551812,2.7043508658024344,5.08164431662499,1.8855586063467433,Iris-virginica
+6,5.232040244087782,3.59573620985965,1.4694949157608133,0.20110186018891898,Iris-setosa
+7,6.001521385112371,2.2124102577054736,4.00363403011634,1.0083308950931944,Iris-versicolor
+8,6.927082302203012,2.810359740496088,4.816054543723445,1.4101494789826852,Iris-versicolor
+9,5.063910191719186,3.497282338872968,1.3902265186361145,0.19712880133049993,Iris-setosa
+10,5.542992807493072,3.0,4.144819792073455,1.328558002059385,Iris-versicolor
+11,5.3309597583885715,3.732528248695863,1.5026087244789226,0.19866318666929342,Iris-setosa
+12,5.612193339514101,2.6754656984565064,4.453680006700577,1.2546163402109343,Iris-versicolor
+13,5.565684413099743,2.49391350996969,3.9253777584967677,1.0822165428515833,Iris-versicolor
+14,5.534973966796068,2.3954569534993633,3.6709382901069936,0.9942723072426298,Iris-versicolor
+15,6.5847196253895675,3.0,4.428205226527807,1.4051202556252251,Iris-versicolor
+16,5.569440748124011,2.6793795864527845,4.44198409799988,1.2573712739382643,Iris-versicolor
+17,5.522389873144683,4.199999366313524,1.418220364757556,0.20078013644619702,Iris-setosa
+18,4.928679394125862,2.3996704407953864,3.424915858374715,1.003724696702433,Iris-versicolor
+19,7.677575710641051,2.801151403175281,6.6771962172222405,1.9895695386052443,Iris-virginica
+20,5.352544377745014,3.3946081857456676,1.4884543477379726,0.3713031908280173,Iris-setosa
+21,5.643964453757738,2.74644470883942,4.470375101032253,1.2721414211276305,Iris-versicolor
+22,4.997135214910847,3.4130512395158874,1.5701409988240598,0.3580588103896612,Iris-setosa
+23,5.929179369957161,2.2358073064581263,3.9886525156882406,1.015421076969705,Iris-versicolor
+24,5.018792312437815,3.0,1.6935841733069599,0.19842611446367675,Iris-setosa
+25,5.6008425354942135,3.0,4.523008378699879,1.5057095531762368,Iris-versicolor
+26,5.888946910095877,3.1802182945654396,4.761193645215443,1.7538333414275977,Iris-versicolor
+27,5.684281516702316,2.9030421961653126,4.071313544645447,1.2951115839521041,Iris-versicolor
+28,6.152422257975772,3.3929013767109497,5.337869750473622,2.307022444261591,Iris-virginica
+29,5.159872723141384,3.311795380576891,1.58684619533527,0.4787600503353209,Iris-setosa
+30,7.302501171356151,2.9141324338879144,6.317450689017708,1.8129753835027584,Iris-virginica
+31,6.092702564349729,2.7936196192068223,4.677688247638466,1.2098599673530448,Iris-versicolor
+32,4.784198271325281,3.0,1.388045859830176,0.36115032883505654,Iris-setosa
+33,5.407620370318014,3.4051684157710906,1.5120796946145756,0.31027558499551605,Iris-setosa
+34,5.027216312865224,2.000000465406143,3.6336513308376444,0.8490049007057505,Iris-versicolor
+35,7.305973153485676,2.904583866328837,6.294018564409589,1.789075021820487,Iris-virginica
+36,6.8293038301009,2.804822953662141,4.802186595516557,1.4025207485915088,Iris-versicolor
+37,5.026382768762064,2.0,3.654229734502287,1.0173440715798419,Iris-versicolor
+38,6.496480614484689,3.2091203194882034,5.070803515941219,2.0075602930574123,Iris-virginica
+39,5.990759551132337,3.4082598784751825,4.4788886300593616,1.6131358537210811,Iris-versicolor
+40,4.808193194424662,3.411151969453542,1.651944580630876,0.20187062526724314,Iris-setosa
+41,5.09246486542799,3.3023607213291823,1.6236472792751553,0.4632565983800495,Iris-setosa
+42,6.903954429083461,3.081202837446581,5.112208311003105,2.295281304105589,Iris-virginica
+43,6.0203563015823764,3.4083526012874477,4.47229110894796,1.5910187536620712,Iris-versicolor
+44,6.320123039190953,3.266846186064322,4.710860892093429,1.5913361643461208,Iris-versicolor
+45,5.7025141332251525,2.8116163269365257,4.371749854663273,1.2864866913021642,Iris-versicolor
+46,7.701311655931546,2.5881066424881376,6.9,2.2975524903076994,Iris-virginica
+47,4.492910032328198,2.310002283904572,1.2896457791280147,0.2988871081262807,Iris-setosa
+48,5.924238587545078,3.0,5.0971330426642725,1.8051088676381934,Iris-virginica
+49,6.697847196323669,3.292268163089324,5.683357381296588,2.0927114235318736,Iris-virginica
+50,7.698996022162219,2.570657143492592,6.9,2.2966203712550275,Iris-virginica
+51,5.004234936706263,3.395061165442874,1.6438585279375784,0.4046434308658116,Iris-setosa
+52,4.976857341049956,3.124103448424015,1.5141183487690566,0.3399434622982819,Iris-setosa
+53,6.49844590291991,3.0,5.7858951777291034,2.189865553480078,Iris-virginica
+54,7.607617028742699,3.0,6.598048707632677,2.0964211912841755,Iris-virginica
+55,5.476736239950805,3.0,4.51366801750183,1.4828309671938928,Iris-versicolor
+56,4.977413947371075,2.0,3.4808645527312208,0.9672831572702496,Iris-versicolor
+57,7.13047837885375,3.0,5.896789113168025,2.099553481125602,Iris-virginica
+58,5.112478589742343,3.7157334699155986,1.4841444298320219,0.41844766960036467,Iris-setosa
+59,5.732537802473659,2.8273292295726624,4.513599238153378,1.3260057596171302,Iris-versicolor
+60,4.903516416803957,2.390888185645201,3.22675426106829,1.021413902189161,Iris-versicolor
+61,4.838589877960801,3.409141393101498,1.723182325843469,0.2003886789153926,Iris-setosa
+62,5.08671908846107,3.337165820109509,1.6346783710276764,0.44083290020210253,Iris-setosa
+63,6.217403589945403,3.397141976879222,5.388549229252117,2.301338522725402,Iris-virginica
+64,5.9927815282804575,2.8725659392125094,4.482704807943338,1.4821490899528538,Iris-versicolor
+65,4.801874735037744,3.402090678481209,1.5776983927838337,0.19860662836354967,Iris-setosa
+66,5.513078248493849,2.4023809448135283,3.750102099267258,1.0099086645013378,Iris-versicolor
+67,6.204328476194801,3.3996721756460118,5.387974887702557,2.298672022178736,Iris-virginica
+68,4.993330306908286,3.0,1.5747491501610813,0.20155063456333266,Iris-setosa
+69,6.2963558914037945,2.4766102577570615,5.007991690361391,1.9017054801704247,Iris-virginica
+70,6.206610065466213,3.3960507579325268,5.433665294908444,2.3022775826172066,Iris-virginica
+71,6.759673320062148,3.244731626946332,5.791961433033807,2.222230419482349,Iris-virginica
+72,5.86009183617861,3.1977544070758723,4.8130986905037405,1.818084468701654,Iris-versicolor
+73,6.525046074598242,3.0,5.489831012394358,1.7899719109320424,Iris-virginica
+74,4.589431981680768,3.565909881288723,1.0000005031227452,0.19936175663679268,Iris-setosa
+75,4.5846713102645476,3.582836281475035,1.0,0.20163181570012081,Iris-setosa
+76,5.118183267717963,3.5081874945260005,1.392875253599254,0.20008905213190148,Iris-setosa
+77,4.491895177472766,2.293368163289809,1.2947857784203647,0.2997771203232534,Iris-setosa
+78,5.972640519546316,2.1835975182070015,4.003752563866965,0.8922991700518781,Iris-versicolor
+79,4.996171311033033,3.0,1.5777351762302532,0.20159369819086587,Iris-setosa
+80,4.789305562046307,3.0,1.4038704457680347,0.2999885436494273,Iris-setosa
+81,5.887396082331591,3.221913072684734,4.7947893881588435,1.8069134331736207,Iris-versicolor
+82,4.995620899372072,2.0,3.5703323398337394,1.0054419380768793,Iris-versicolor
+83,5.223924247857756,3.4053789880872256,1.4296484992628304,0.20635237174156698,Iris-setosa
+84,5.963922159795263,3.195390476468496,4.7834837243136485,1.7693350516288984,Iris-versicolor
+85,5.689592737580489,3.0,4.197472139537259,1.197669586724927,Iris-versicolor
+86,5.502781088540646,2.3908776088449963,3.715951555016022,1.0150493496306439,Iris-versicolor
+87,6.792151799949858,2.8078166293748845,4.818680439294773,1.4209531772237556,Iris-versicolor
+88,6.703925063723411,3.0990923086962385,4.725136777313421,1.510155313618739,Iris-versicolor
+89,5.4077693282917085,3.4060847922286284,1.6732742916343655,0.20117764542937241,Iris-setosa
+90,6.273078870834151,3.304810388744787,4.677317670502429,1.5849209857945976,Iris-versicolor
+91,6.18711153890662,3.386866946293987,5.4307330180125275,2.299512570613259,Iris-virginica
+92,7.055718095655605,3.0,5.890318924898735,2.1030923324575723,Iris-virginica
+93,5.363832856866066,3.396376679433427,1.6384424537681896,0.20459867315424304,Iris-setosa
+94,6.4972755900606005,3.0,5.506429704062807,1.8023766629227889,Iris-virginica
+95,4.400000611477997,3.2157211666478274,1.2937294856731762,0.20024902988609788,Iris-setosa
+96,4.840046786294559,3.0,1.4442575871269916,0.10000009402587082,Iris-setosa
+97,4.894604828161994,3.082920507685765,1.4896039286700384,0.1,Iris-setosa
+98,5.715321068838627,2.888417093493111,4.211199116450561,1.3023382527139433,Iris-versicolor
+99,5.994649403985874,2.8939643806414397,4.504362168156888,1.48857123326126,Iris-versicolor
+100,5.089284258412357,3.7281435661840185,1.497510412696183,0.43487456148587134,Iris-setosa
+101,5.804855105181506,2.7045581130892753,5.109915536099028,1.892363779222845,Iris-virginica
+102,5.597687571790624,3.0,4.1126074303119315,1.3244105171236624,Iris-versicolor
+103,5.022027652909674,2.4230499295084154,3.505757720280529,1.0146114083473181,Iris-versicolor
+104,6.573954733353356,3.0,4.390989377966845,1.3992448216240096,Iris-versicolor
+105,7.7095310326297195,2.7895076497746754,6.705253796443395,2.0053053764644257,Iris-virginica
+106,5.010388297228331,2.0000006111592787,3.494133986347913,0.9424363548222281,Iris-versicolor
+107,7.260620411536341,3.0,6.111712416554792,2.0860094854047486,Iris-virginica
+108,6.671203174774014,3.271522958105571,5.701973866402873,2.4999995026212347,Iris-virginica
+109,4.400000675951159,3.189451242604208,1.3258217122859075,0.20305128246068205,Iris-setosa
+110,6.270511766054128,2.6884540480871473,4.890827822174158,1.796361656421826,Iris-virginica
+111,6.107633272474777,2.811880983744464,4.708519280775649,1.195937351635866,Iris-versicolor
+112,6.664453488275382,3.114417108204897,4.71899723572042,1.5263114324757392,Iris-versicolor
+113,4.911043830428246,3.113419282034921,1.5093258825541458,0.1,Iris-setosa
+114,6.68861855216924,3.093415004933235,4.702298490048782,1.5014851383877752,Iris-versicolor
+115,4.819620914907053,3.380219264592179,1.8662707468371962,0.19878588529133295,Iris-setosa
+116,5.685142176669435,2.9361736947109676,4.217338232114209,1.3224376007569496,Iris-versicolor
+117,6.718188541736104,3.0,4.978610862231467,1.707420358224058,Iris-versicolor
+118,6.496062408301271,3.0,5.825799909797712,2.183543273536455,Iris-virginica
+119,5.007761526317936,3.6307990530960383,1.3789063990884278,0.20224104683426733,Iris-setosa

iris/tab_ddpm/4/0/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/tab_ddpm/4/0/train.csv

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

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/tab_ddpm/4/1/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.198095342897411,3.3906029605170773,1.4029249610478127,0.20082711095711742,Iris-setosa
+1,4.806994157623761,3.0,1.40457577469353,0.3083012212279534,Iris-setosa
+2,4.891179870711628,3.0920412748750126,1.5015864430345025,0.10000011580216685,Iris-setosa
+3,5.506547743569225,4.1999992187102935,1.3984418148464717,0.1984682290089749,Iris-setosa
+4,5.681037179677503,2.892631095745495,4.1284143255903345,1.301896953207822,Iris-versicolor
+5,4.900187057360567,3.0,1.3836441317733923,0.20026551791831285,Iris-setosa
+6,5.5608400150885995,2.63820439616591,4.424144284827092,1.2580130328524295,Iris-versicolor
+7,5.802444410716205,2.707418851812616,5.107248738862211,1.8931469895178,Iris-virginica
+8,6.035872388287807,3.3980229652178315,4.504895170016451,1.5963025161835935,Iris-versicolor
+9,4.879676740151042,2.4295395325796436,3.203087807430085,0.9263348142138157,Iris-versicolor
+10,6.664166768645414,3.083882242866195,4.6856638429138835,1.4790418510481822,Iris-versicolor
+11,5.583179067017813,2.910409280423154,3.578188239658317,1.29326047553923,Iris-versicolor
+12,7.328133926821668,2.8928382524427194,6.31625356289282,1.8052606479547262,Iris-virginica
+13,6.694660189751405,3.0,5.000137709612496,1.7086105489608416,Iris-versicolor
+14,4.8987130359725635,3.0,1.3942955297636601,0.20157400578159568,Iris-setosa
+15,5.014151647708596,3.0,1.601944962211474,0.19472992639692688,Iris-setosa
+16,4.997729728065628,2.0000004641983296,3.457809722785943,1.0109522805803226,Iris-versicolor
+17,5.024813154817456,3.0,1.6696386763399989,0.20094568217105235,Iris-setosa
+18,6.34832608017887,2.3647037616317266,4.453915515860863,1.315481291015197,Iris-versicolor
+19,6.487023278053384,3.206485840880312,5.138651902045332,2.0029224688814207,Iris-virginica
+20,7.217614056976075,3.001603969216674,6.15972226692337,2.14948364269789,Iris-virginica
+21,6.715912317634004,3.272919550903297,5.710318228051886,2.5,Iris-virginica
+22,7.7034742216861405,2.5921131170067744,6.899998891234926,2.30990509083912,Iris-virginica
+23,6.557880481398688,3.0,5.56899841753433,1.8037027934302028,Iris-virginica
+24,6.493441493312323,3.0,5.784884964028834,2.1940878543833486,Iris-virginica
+25,4.909015827578769,3.0,1.4122844360564755,0.20102759767622305,Iris-setosa
+26,5.057521654446097,3.53029020925251,1.4015621905280113,0.2052326014701867,Iris-setosa
+27,7.144012706668029,3.0,5.992698065970042,2.1776209543827187,Iris-virginica
+28,7.899998917874672,3.816186942463474,6.41850339842115,1.9952246859997465,Iris-virginica
+29,5.883661948468696,3.1885882475064395,4.790616146570726,1.8132929207966324,Iris-versicolor
+30,6.130370949638169,2.904317534083914,4.62033255816316,1.2866504916263966,Iris-versicolor
+31,5.771655689558178,2.765506794087596,4.263905850474805,1.1237070961453832,Iris-versicolor
+32,6.72235681745585,2.504226736603846,5.8017571558584775,1.803631329945091,Iris-virginica
+33,7.6075823597857,3.0,6.60366799042844,2.0886915377983555,Iris-virginica
+34,6.709883980063783,3.3013138985299157,5.721400546461208,2.116234011648421,Iris-virginica
+35,5.395738741688388,3.8806183336440485,1.315389753332588,0.3676691475338124,Iris-setosa
+36,5.943377681787361,3.0,5.068855852323132,1.799624502580996,Iris-virginica
+37,5.388529533797833,3.89513172824282,1.2919479442307773,0.4458314325862417,Iris-setosa
+38,6.22314113213405,3.3270590143204206,4.665838520744212,1.6076132382959192,Iris-versicolor
+39,4.581585879555956,3.614437554486499,1.0,0.19679837370729913,Iris-setosa
+40,5.12205934345682,3.499686061389091,1.3830860791790462,0.1959596414433114,Iris-setosa
+41,4.793148937033596,3.0,1.408332292102962,0.10000011246741626,Iris-setosa
+42,6.000478955537458,2.894506440215506,4.500373322781798,1.481734076373124,Iris-versicolor
+43,6.793308490266679,2.7925566527968773,4.793748618355948,1.39990536679668,Iris-versicolor
+44,5.807877141468619,2.7034887374296783,4.069397873864958,0.9658220419760979,Iris-versicolor
+45,5.695304960763793,3.790099028321369,1.7038876305431205,0.2981727483207314,Iris-setosa
+46,6.235052359579961,3.389566598298043,5.417296024478329,2.3037403075972165,Iris-virginica
+47,6.211592299657708,2.1876422521567536,4.475043633263633,1.4974854987521324,Iris-versicolor
+48,5.98647832318128,3.3974914362813875,4.498086204000317,1.592185378861277,Iris-versicolor
+49,4.80344439171007,3.3930187209917166,1.5710986795176476,0.19816009398856133,Iris-setosa
+50,5.883242414788117,3.2001946308591815,4.818222976017204,1.8020298015349496,Iris-versicolor
+51,4.996528651528094,3.0,1.5760117466190071,0.19965315685619892,Iris-setosa
+52,5.7054572519407385,2.888386488824499,4.183711466987516,1.299020901926353,Iris-versicolor
+53,6.505727486097038,3.0,5.490321419138426,1.8094612154569585,Iris-virginica
+54,6.245168391532767,3.2615022271528837,5.442480345705386,2.283881925643355,Iris-virginica
+55,4.995993266294475,3.403182589773103,1.571551196144091,0.39089708206835894,Iris-setosa
+56,6.483650235141946,3.197289479281812,5.094371106981129,2.0015428134479927,Iris-virginica
+57,5.667066881911749,3.0,4.202343155301107,1.2105004363073018,Iris-versicolor
+58,6.390380918488523,2.9885202155364103,5.525209524059176,1.8158228150795648,Iris-virginica
+59,5.392342303021203,3.3960442100098036,1.6774394632745018,0.19986470733114042,Iris-setosa
+60,6.0568901357843385,2.945330281799425,4.509938258676465,1.3736614313163984,Iris-versicolor
+61,6.902961579973196,3.0876347110845987,5.118891225248562,2.2996791852003966,Iris-virginica
+62,4.806185126976584,3.3956725259078584,1.9303970250921432,0.1999056211016711,Iris-setosa
+63,4.781784898217072,3.3901846247521434,2.0970477039111692,0.20283103029097385,Iris-setosa
+64,4.4,3.19987297176398,1.3134359708253611,0.19596130852949012,Iris-setosa
+65,5.521829517100581,3.0,4.525890197089188,1.4984321424663425,Iris-versicolor
+66,5.759874338028109,2.293821331740232,3.940671286112332,1.0293071609181494,Iris-versicolor
+67,4.877589216264295,2.3881768144866027,3.310840355085139,0.9684765597350014,Iris-versicolor
+68,4.915572133419861,2.389194181298005,3.273063538184155,0.9309456238555922,Iris-versicolor
+69,4.892247027188219,3.0,1.401905909481864,0.19872136908990606,Iris-setosa
+70,5.349287510762503,3.3312743854290563,1.8346325566543806,0.20099953488651784,Iris-setosa
+71,5.657048290572137,2.572992477821098,4.038603236579425,1.1075800612277396,Iris-versicolor
+72,5.117843139603083,3.2963568993413146,1.6320010625651393,0.4988909714041778,Iris-setosa
+73,5.498538257215992,3.0,4.506603926742173,1.4983833040535939,Iris-versicolor
+74,5.536823504248184,2.416753363944778,3.724796956856209,1.013389097404003,Iris-versicolor
+75,5.595871305982023,2.9051725015472853,3.683381321060293,1.3002028300669846,Iris-versicolor
+76,4.907767405448812,2.4145204799188797,3.3009586575842995,1.0114484059180249,Iris-versicolor
+77,4.4,3.189845759320592,1.3066813890221831,0.19921526636462988,Iris-setosa
+78,4.882057754664915,2.4023088230915044,3.2261467643363506,0.9640861395013978,Iris-versicolor
+79,7.70509922713803,2.607857613670245,6.9,2.3130512153154315,Iris-virginica
+80,4.827869424249246,3.0,1.4355370266080507,0.10000012819446409,Iris-setosa
+81,5.185008039797029,3.3891801748269863,1.391865749072641,0.2000939287384503,Iris-setosa
+82,5.79404487326938,2.702979989516814,5.0829692794566,1.8959001173896206,Iris-virginica
+83,5.995251842474681,3.388145876989469,4.5025053251229625,1.5749270540478584,Iris-versicolor
+84,6.702829782962878,3.2818464179220976,5.690613820209641,2.5,Iris-virginica
+85,7.6959788255838575,2.627915351154499,6.89999854742582,2.2940796837718107,Iris-virginica
+86,7.899998854140763,3.8060370489037725,6.367812918466938,1.9969924208036745,Iris-virginica
+87,7.702494814935257,2.7940519869503073,6.717019964352768,1.993942675738992,Iris-virginica
+88,6.331875790316957,2.950700070645641,5.557645195383339,1.7945952621317205,Iris-virginica
+89,4.4,3.2225588777958776,1.281896092779875,0.19711275375770587,Iris-setosa
+90,6.294133416763273,2.4970944750689013,5.0092791789826085,1.904030890198547,Iris-virginica
+91,6.0748941024166125,3.3745101570092606,4.54751647655704,1.6011148566482014,Iris-versicolor
+92,6.114000161888316,2.806701179696201,4.694476541289281,1.222158641872145,Iris-versicolor
+93,6.422364768517791,2.9014559778082285,4.287559361184129,1.302619916975052,Iris-versicolor
+94,6.690105598946455,2.5032088523227958,5.771976180225476,1.7949368477210186,Iris-virginica
+95,5.459906652608644,3.0,4.496766158491845,1.4890830161897932,Iris-versicolor
+96,5.112249716413736,3.496139972602704,1.392034483295424,0.19802535917255626,Iris-setosa
+97,6.322337405268654,3.347592275846438,5.4523062474595205,2.288357783433775,Iris-virginica
+98,6.494318345810195,3.1989416796800656,5.117379030605235,1.9970798891007264,Iris-virginica
+99,7.684143926701664,2.799092828157131,6.69142728174529,1.9893218693099415,Iris-virginica
+100,7.724308428125408,2.6046653468171503,6.9,2.2912967576573338,Iris-virginica
+101,5.981349706070258,3.3987085602813503,4.521624714186781,1.590693303425343,Iris-versicolor
+102,5.529113427706933,3.0,4.5081756159068185,1.4923642657386038,Iris-versicolor
+103,5.578249473930059,2.9217570726486533,3.604339467966832,1.294910688319933,Iris-versicolor
+104,5.0105554598204565,2.0,3.47819964048012,1.0057566170603858,Iris-versicolor
+105,5.63242822824231,3.0,4.1488178934460995,1.2813784739467127,Iris-versicolor
+106,5.6569527110410585,2.7970290040831935,4.469182643304153,1.28877266019522,Iris-versicolor
+107,5.620008492832142,2.9792507668515307,3.896829815622196,1.305827241653536,Iris-versicolor
+108,6.5200897459442375,3.0,5.4913105803472835,1.8134260952262715,Iris-virginica
+109,5.787024029160467,2.7242162147908235,4.1468794691233635,0.9985686314848068,Iris-versicolor
+110,5.7916473701357,2.7058181351711603,5.096961629670182,1.898395821321397,Iris-virginica
+111,6.8120242068905466,3.1972205296507172,5.881123817696954,2.297585544869729,Iris-virginica
+112,6.276225676046253,2.5011288780976884,4.989208303546992,1.8784275632450989,Iris-virginica
+113,4.780535788557661,3.0,1.362626473248541,0.1,Iris-setosa
+114,4.746879961303474,3.3414294926470203,1.5263391230724337,0.2006768237323227,Iris-setosa
+115,4.893866746871113,3.105214409038742,1.510393565761151,0.1,Iris-setosa
+116,6.505092669583355,3.0,5.794097729623682,2.19699528620068,Iris-virginica
+117,6.760485682182233,2.807405851163494,4.741275762162414,1.3622891746857269,Iris-versicolor
+118,5.702993584838727,3.8035962825077974,1.5711454206565405,0.3148539759635708,Iris-setosa
+119,6.301675004922836,3.2826481270172607,4.697620416603235,1.5904915441453968,Iris-versicolor

iris/tab_ddpm/4/1/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/tab_ddpm/4/1/train.csv

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

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/tab_ddpm/4/10/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.565268289726251,2.6342153220476505,4.404096774422465,1.234487700221593,Iris-versicolor
+1,5.76420684442259,2.8137734178669422,4.564756484242052,1.3089827321226497,Iris-versicolor
+2,5.89142571068797,3.0,5.11351074059747,1.8162267173609852,Iris-virginica
+3,6.014193035565151,3.4042738749800865,4.487196608881039,1.5966850066954223,Iris-versicolor
+4,6.711434174807737,3.294098489362613,5.7123832047115455,2.499999631847968,Iris-virginica
+5,5.670041011259309,3.0,4.182772610756576,1.2594372889246035,Iris-versicolor
+6,4.87668988963132,2.4243899715109314,3.1023828723347933,0.909710646009507,Iris-versicolor
+7,6.146041213836186,2.799101482788961,4.627368495073014,1.219849427646623,Iris-versicolor
+8,6.792337602719094,2.8157238449232382,4.768639550566347,1.406392927357277,Iris-versicolor
+9,7.655310937676502,2.6049472074654587,6.899998697967729,2.298426640329672,Iris-virginica
+10,5.022616123256924,2.0,3.592918654335561,0.9862925110327894,Iris-versicolor
+11,5.9288002652945195,3.204823644505384,4.776315702588089,1.808158163886817,Iris-versicolor
+12,5.089885318256127,3.281855702268202,1.7086521537285977,0.5221470832806497,Iris-setosa
+13,7.717710884042627,2.6070567480702853,6.9,2.3067862350854242,Iris-virginica
+14,5.096349320122849,3.707766774825476,1.4701329768603457,0.3906811030359368,Iris-setosa
+15,5.545771829801407,2.430733593295485,3.8088125474944725,1.0508291953310438,Iris-versicolor
+16,4.980113668577877,3.4824528499107164,1.481683266791112,0.20349164592847865,Iris-setosa
+17,7.605752565895902,3.0,6.624577339980489,2.0927369375946863,Iris-virginica
+18,5.599416749531894,3.0,4.084472175724826,1.2962608878815352,Iris-versicolor
+19,5.9699885114140585,3.408162151093003,4.485258845286013,1.589689221121689,Iris-versicolor
+20,5.034260536867058,3.364509388309969,1.5717440431092304,0.4557905358348431,Iris-setosa
+21,4.400000530615033,3.191253005927248,1.3140428733343024,0.19812960277206854,Iris-setosa
+22,6.1347486705615495,3.0,4.606779703215164,1.4127511909462531,Iris-versicolor
+23,5.8877070727519625,3.209293274395557,4.806660725194214,1.795407755272937,Iris-versicolor
+24,6.903795875372366,3.129046626406975,5.104190589188082,2.2908186943419744,Iris-virginica
+25,6.2069638524880855,3.3864863099524958,5.400705326371492,2.2959294195406663,Iris-virginica
+26,4.804124062768441,3.0,1.3996446687310875,0.10000010338547644,Iris-setosa
+27,7.9,3.7797450336268033,6.329404621370484,1.9677097931160836,Iris-virginica
+28,5.388320239900512,3.410078312375324,1.4946574346826542,0.4765428290948084,Iris-setosa
+29,6.689527976747493,2.4842012292887916,5.752995808042615,1.7983565854055115,Iris-virginica
+30,4.491102911526831,2.2861153104827037,1.301618598976581,0.2986425381658736,Iris-setosa
+31,6.7112192416153365,3.0995964833571095,4.713011270794153,1.515295326649738,Iris-versicolor
+32,6.301962103825576,2.7065008750102817,4.896784446888131,1.783177193390334,Iris-virginica
+33,7.706159074499684,2.7920398007012364,6.69906936427771,2.000003148922689,Iris-virginica
+34,5.016415543279705,3.5995830198502947,1.4054067740904832,0.20263717552414637,Iris-setosa
+35,6.202013676444303,3.4036815082432748,5.407593139665201,2.3109196952888995,Iris-virginica
+36,5.977476917669621,3.407638541623146,4.503295329798477,1.6152609971548002,Iris-versicolor
+37,5.348885669744121,3.3803242718141733,1.517523926055799,0.4192144082310693,Iris-setosa
+38,5.397392488080557,3.395371915197333,1.6584724199506742,0.2011524956972072,Iris-setosa
+39,5.500778684426785,2.596308579850524,4.379424351728235,1.1891893452558144,Iris-versicolor
+40,5.766553928313693,2.9048527687812165,4.281388867571012,1.294452774810516,Iris-versicolor
+41,6.686966657638687,3.289342660395168,5.688519258340282,2.0976400698335516,Iris-virginica
+42,6.713273325522303,3.0,5.00031934701741,1.7128559793923133,Iris-versicolor
+43,5.786128789728959,2.794260247786692,5.088756947020144,2.404126461418614,Iris-virginica
+44,5.417257750416249,3.9072085459705788,1.3269078601742226,0.3828712479958866,Iris-setosa
+45,4.997806981642616,2.0000006256849607,3.454528753491742,1.0011383618009102,Iris-versicolor
+46,5.113515221192845,3.683095533053526,1.5021082646633666,0.44434795272914585,Iris-setosa
+47,4.599290673620448,3.6391064314466357,1.0000003725652824,0.2032617830163156,Iris-setosa
+48,5.794663188859811,2.6796397798072134,4.106557938796177,0.9774509206286168,Iris-versicolor
+49,6.385102486665183,3.1220333270801355,5.083050868364069,1.9268511579721104,Iris-virginica
+50,5.814121241523294,2.701892526250168,5.120165243001166,1.8886258615613332,Iris-virginica
+51,6.2444255352924785,2.181037748494287,4.451004152816797,1.4894564193964976,Iris-versicolor
+52,5.544881144672228,3.0,4.457278925297259,1.4711174825563553,Iris-versicolor
+53,6.31292917853894,2.2860398225795633,4.394590684215182,1.304679777826129,Iris-versicolor
+54,6.065410178711772,2.800155525031153,4.69416893302512,1.2003315216840769,Iris-versicolor
+55,5.80460856056916,2.69864094500572,5.0979993585921495,1.9049597593668837,Iris-virginica
+56,5.890710255916505,3.192448189331792,4.789515894133594,1.793103810342867,Iris-versicolor
+57,4.9956175517425505,2.0000005363907905,3.484484641677809,0.9535865492883007,Iris-versicolor
+58,5.793065355163452,2.7981559755066874,5.131141968611651,2.394434213485435,Iris-virginica
+59,6.520105796617549,3.0,5.7945603427557,2.2085883782003175,Iris-virginica
+60,6.167614247343045,2.199511285154215,4.476608024503114,1.504009855870004,Iris-versicolor
+61,6.327438531480046,2.483573746667659,5.022563186408299,1.8951393585709608,Iris-virginica
+62,5.871933007383518,3.0,5.110143721736931,1.802428064219309,Iris-virginica
+63,6.2874674727457425,2.707317845810822,4.880570705744888,1.8034331197066167,Iris-virginica
+64,5.469169832897226,3.0,4.493579353917413,1.4898795079886933,Iris-versicolor
+65,5.568834697717605,2.50663007443071,3.8667118443073294,1.1207662472480884,Iris-versicolor
+66,4.9211444416696075,3.147323350786707,1.5041976974595137,0.10000009431249625,Iris-setosa
+67,6.30055500891807,2.3016317841955765,4.429037049288063,1.3058702249705025,Iris-versicolor
+68,5.015706634509484,3.3685696203645175,1.6622511815983394,0.45011606635029133,Iris-setosa
+69,7.292441730032738,2.916742990258569,6.267263995713222,1.8360844849428197,Iris-virginica
+70,7.696461707264717,2.793743023279721,6.69311094814325,2.0115366021583956,Iris-virginica
+71,6.5664095352331575,3.0,4.383634031080534,1.382280796253592,Iris-versicolor
+72,6.512132393859844,3.0,5.8822920628510875,2.1832815290426275,Iris-virginica
+73,5.5870431961552764,2.982906116461254,3.905501340248496,1.3001182570180412,Iris-versicolor
+74,4.80404945958995,3.4046529354450423,1.602722512773342,0.19823694670385417,Iris-setosa
+75,4.796940379355212,3.0,1.4062546038369292,0.30737765104742276,Iris-setosa
+76,5.214154368605774,3.408667085317003,1.3949114008179606,0.19985314719607084,Iris-setosa
+77,4.980943468537652,3.0,1.8716112343193225,0.199143531945088,Iris-setosa
+78,6.558720179409146,3.0,4.382369373606857,1.3799989754996327,Iris-versicolor
+79,4.400000550435993,3.1811775112877845,1.2622013003163075,0.20149416507467374,Iris-setosa
+80,4.995116214756387,3.3950145696632688,1.5768026072583399,0.4366716550256269,Iris-setosa
+81,5.682998415476629,3.0,4.103542005753297,1.2118396252882426,Iris-versicolor
+82,6.1194198169586755,3.0,4.586420688190295,1.4037462232026292,Iris-versicolor
+83,4.603494215002296,3.6166192914859483,1.0000003869302325,0.20476146931357128,Iris-setosa
+84,4.9017734017255785,3.0,1.3931242597950273,0.20014944176391108,Iris-setosa
+85,5.009030461062553,3.6156808347864744,1.386174342157693,0.19896460621369327,Iris-setosa
+86,6.438970877507594,2.8991291309343605,4.312601659250251,1.3195162160616163,Iris-versicolor
+87,6.193116770107261,3.41454047197305,5.423109636980766,2.3167680575603193,Iris-virginica
+88,6.353215665035076,2.9404167388616806,5.517990660133794,1.788998279237247,Iris-virginica
+89,5.0880930193509215,3.322028941088467,1.605145354552108,0.5356921241044985,Iris-setosa
+90,4.609086512535554,3.197438215948251,1.4049375931902606,0.21654595772288912,Iris-setosa
+91,6.169584092170965,2.2014269774445854,4.515705990218314,1.5061223206088223,Iris-versicolor
+92,5.9914414779139795,2.8963496296803783,4.49037660659538,1.5125793973677713,Iris-versicolor
+93,5.435828610346756,3.0,4.496891037181661,1.5125245313821627,Iris-versicolor
+94,6.494457057547943,3.0,5.8348646864131215,2.1856419774370437,Iris-virginica
+95,7.631201633717871,3.0,6.626737988406148,2.1084666167221857,Iris-virginica
+96,4.817694653384775,3.39417637337786,1.8530415022064148,0.20123291999336843,Iris-setosa
+97,6.686643294691422,3.3355966993794417,5.698997565887756,2.5,Iris-virginica
+98,7.053796948499734,3.0,5.8727090841611735,2.1023190128565346,Iris-virginica
+99,5.562557786370568,2.456589350600336,3.776691587489074,1.0668609560168745,Iris-versicolor
+100,5.4104305788198515,3.881350129165054,1.2959785683168257,0.37538503869348394,Iris-setosa
+101,7.606498076629894,3.0,6.589064280035762,2.094293246063848,Iris-virginica
+102,5.972762352293218,3.408110205386757,4.463482411276526,1.5946989093451265,Iris-versicolor
+103,6.694160721951854,3.0,4.967663640394027,1.6916240300609666,Iris-versicolor
+104,5.466227838420552,2.4147346067169764,3.7561646087146863,1.018577580157309,Iris-versicolor
+105,5.783552786343822,2.7969644706874632,5.148511787392091,2.4020814044376233,Iris-virginica
+106,4.806203618369634,3.398268458073057,1.7105271617632662,0.20172375426621764,Iris-setosa
+107,7.724613126275647,2.801531670121421,6.706028955294252,2.007463877841899,Iris-virginica
+108,4.58577296832901,3.63416620456162,1.000000360159831,0.19965532271677136,Iris-setosa
+109,5.80903415107714,2.686075411603299,4.093868337018591,1.0038395730999585,Iris-versicolor
+110,7.727854421364217,2.634691550933617,6.9,2.2890846503671476,Iris-virginica
+111,4.8502566769130855,3.432264619296786,1.5386177551608105,0.2008929254598679,Iris-setosa
+112,5.371940672904972,3.3961254165013237,1.5737348562669906,0.20203559119367312,Iris-setosa
+113,4.898409269111758,3.0,1.4129454767121425,0.20064874436195268,Iris-setosa
+114,6.694624207690173,3.0,4.975543170794704,1.6908565993909077,Iris-versicolor
+115,5.793680235271741,2.6989237573782154,5.099027341627932,1.900641657484333,Iris-virginica
+116,4.8150389357027,3.385502005618142,1.9725845995877764,0.1986014887977955,Iris-setosa
+117,6.704529817638838,3.10649685323481,4.7177654291678826,1.5314095626474997,Iris-versicolor
+118,4.894493126956639,3.0,1.4090157484773018,0.19874117808444025,Iris-setosa
+119,5.007327793248954,3.0,1.568405761572949,0.2027229736172936,Iris-setosa

iris/tab_ddpm/4/10/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/tab_ddpm/4/10/train.csv

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

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/tab_ddpm/4/11/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.100060287479635,3.2807318490598583,1.7040866599844113,0.5251445661063819,Iris-setosa
+1,6.19630743800534,3.3902741945942005,5.411845154440206,2.2970974917157,Iris-virginica
+2,6.779756890550476,2.8048304503809227,4.799788100353255,1.3984712206895775,Iris-versicolor
+3,5.699730613632565,2.8581802416648867,4.345739499165705,1.3327127666297462,Iris-versicolor
+4,5.458576722411358,2.3977672525948925,3.627401251925114,1.0314260197006413,Iris-versicolor
+5,4.90796727377846,3.1068029896898754,1.507074997776473,0.10000012214784534,Iris-setosa
+6,4.82008211839418,3.0,1.4389765250453417,0.1000000993119041,Iris-setosa
+7,4.804616118045062,3.0,1.3820027373170973,0.1,Iris-setosa
+8,6.29120061664473,2.897570696588677,5.581554645314884,1.7938571382650708,Iris-virginica
+9,5.493448648209414,3.0,4.5096381719596526,1.5018243386082752,Iris-versicolor
+10,6.870088044249195,3.1649301434648156,5.93671675897144,2.2901777913347128,Iris-virginica
+11,4.913912864728311,2.4153540813398187,3.282425160261626,1.001170260362306,Iris-versicolor
+12,7.398747677276378,3.0,6.365323053359082,2.069874779712591,Iris-virginica
+13,4.928437214736867,2.409599841623665,3.4162500334861994,1.000744502614347,Iris-versicolor
+14,5.127673315415415,3.306882399575823,1.7286415428450699,0.5124647904137714,Iris-setosa
+15,5.390829806828437,3.410806373827931,1.7963889511721094,0.20013927167874157,Iris-setosa
+16,7.899998557162896,3.7892041848233724,6.403713231864379,2.0008196170735504,Iris-virginica
+17,4.891744228542694,3.0667332169081223,1.4836297760543806,0.100000099717375,Iris-setosa
+18,5.798983048249736,2.6937692137365525,5.105146531469786,1.901441119099414,Iris-virginica
+19,5.980910434336474,3.387268631475319,4.501572986860275,1.6062636894381486,Iris-versicolor
+20,6.095213706358692,3.0,4.542908286275267,1.3925075410473622,Iris-versicolor
+21,7.7065594646589615,2.611473844600171,6.899998733043438,2.3023359749487753,Iris-virginica
+22,6.691456399305521,3.2869664737685116,5.675141090442383,2.4999995531323234,Iris-virginica
+23,6.67426588812663,3.3120259607455744,5.71458076309678,2.114027177370288,Iris-virginica
+24,5.499206448922706,3.0,4.499542347950988,1.504772428661787,Iris-versicolor
+25,6.509049679080046,3.0,5.831406440351741,2.2093604927755015,Iris-virginica
+26,6.011795269680752,2.228981003386836,4.098213497994287,1.051783236453113,Iris-versicolor
+27,7.8999989161311746,3.8333229259409265,6.388329166031406,2.0124398696191723,Iris-virginica
+28,4.993358236790573,3.0,1.5719619679529457,0.2006546107423241,Iris-setosa
+29,6.691043334155646,3.0590324636909245,4.682435505725317,1.4675427057628339,Iris-versicolor
+30,6.2735636101883205,2.2977874901842172,4.390692011778048,1.27039463993493,Iris-versicolor
+31,6.698197981246866,3.0,5.01169263927432,1.7017271717644733,Iris-versicolor
+32,5.41475615632935,3.9088690547083287,1.2789521642335369,0.4085963271800984,Iris-setosa
+33,5.388155778519492,3.4039146478924867,1.591222330076435,0.20028268782107742,Iris-setosa
+34,5.071053953466812,3.3009695897546654,1.638455744249127,0.5099290138719473,Iris-setosa
+35,6.479763655549449,3.1800408208192525,5.079873514082906,2.012648190208992,Iris-virginica
+36,6.252447151274196,2.894552678049334,5.570810262766851,1.7994384588763461,Iris-virginica
+37,5.003631652625226,2.000000567211514,3.514487671049598,1.0104850351229604,Iris-versicolor
+38,4.983747519162889,3.6048573683660194,1.4020156878767556,0.20253841516045826,Iris-setosa
+39,4.800681224366761,3.3819193798830964,1.692976760340841,0.20105506041866486,Iris-setosa
+40,5.596176317447179,2.7257934859391875,4.466855124370556,1.26741156495369,Iris-versicolor
+41,6.696202976529093,3.3055680597304233,5.685754123188739,2.5,Iris-virginica
+42,6.0078095437225105,2.2200521314443966,4.056118065227854,1.017435637608041,Iris-versicolor
+43,5.0033534069503816,3.5905887516253343,1.4011944915543804,0.1977722303349868,Iris-setosa
+44,5.145517608100698,3.526134842678254,1.4296930146987274,0.19842308059892522,Iris-setosa
+45,5.554034668183827,2.401481777777025,3.7910575213383972,0.942086323640825,Iris-versicolor
+46,5.073778224701267,3.5627486313520853,1.4083446090863057,0.20568325119036704,Iris-setosa
+47,4.899015487369676,3.1092250069307754,1.5033214251919937,0.1,Iris-setosa
+48,4.4,3.2053499368802028,1.296546684912034,0.19813509086253103,Iris-setosa
+49,4.982431681580046,2.0,3.4343531069598257,0.973490661112312,Iris-versicolor
+50,6.021132305841145,3.3943413072490554,4.5146172015800285,1.6091650241755189,Iris-versicolor
+51,5.094626452081199,3.5045522425800977,1.4108119739120093,0.2067511225436829,Iris-setosa
+52,6.889276907042698,3.1031075838920277,5.091709768296205,2.2998237319442705,Iris-virginica
+53,6.094937884505775,2.7936104312879046,4.6972755803898245,1.1932094924909111,Iris-versicolor
+54,6.684322608704784,3.2961879655420687,5.713964748565086,2.4999996328743967,Iris-virginica
+55,6.698086248564285,2.501940673000081,5.836927076827429,1.8077161350418292,Iris-virginica
+56,6.294989555255357,3.3179544124666673,4.69978064368215,1.600234522352822,Iris-versicolor
+57,4.4,3.1582004943737214,1.294350789714406,0.19065994332242658,Iris-setosa
+58,4.8064684982091,3.41342097520687,1.9291672365725305,0.19838210708527826,Iris-setosa
+59,6.299414464808949,2.893385419590062,5.585799682581215,1.7970749951007141,Iris-virginica
+60,5.996414834965403,3.3987716720585492,4.488530549327423,1.6061482240514902,Iris-versicolor
+61,6.208711098689864,2.2248619196381516,4.490974683234404,1.4693615743768613,Iris-versicolor
+62,6.987010380437818,3.0916494710487092,5.083452304621141,2.310428837129292,Iris-virginica
+63,4.615446587553179,3.188706005626299,1.4114851684008671,0.19608547103946258,Iris-setosa
+64,7.313885596316116,2.9026652592206226,6.250854108779363,1.8070933338301947,Iris-virginica
+65,6.092552279969517,2.8090113311206246,4.69031231772176,1.1930304608583864,Iris-versicolor
+66,6.702946387428145,3.0,5.009190988235533,1.704793327274192,Iris-versicolor
+67,6.509961089351892,3.0,5.780625223982827,2.1837204331592495,Iris-virginica
+68,5.011373045394869,3.401307515595535,1.6574134871955761,0.4420121246486479,Iris-setosa
+69,6.266039748690383,2.895183986016644,5.581151818260502,1.7943398773080537,Iris-virginica
+70,6.295097896550257,2.4691191407877007,4.999594911959125,1.9006267576326934,Iris-virginica
+71,6.298857965641548,2.692254894856894,4.87839952191222,1.7785950335189609,Iris-virginica
+72,4.591910188599304,3.1876353286758605,1.3876375162264238,0.20201841417820252,Iris-setosa
+73,7.899998946876014,3.831541834999019,6.392534853036484,2.0000567781513747,Iris-virginica
+74,6.109777459712132,2.8045518879002587,4.7230234195702625,1.2054025800040815,Iris-versicolor
+75,5.80750631388734,2.7862142855593803,5.090785490053172,2.3997361715453254,Iris-virginica
+76,5.407395321644247,3.910279597627436,1.2749077684273968,0.4679634437870268,Iris-setosa
+77,6.396442885602583,2.900778986855367,4.300064249623904,1.2967726776315465,Iris-versicolor
+78,6.691496830094325,3.0,4.99343528369964,1.7031215828111346,Iris-versicolor
+79,5.778050651086683,2.7934606626865373,5.104261040013287,2.3930638216920115,Iris-virginica
+80,5.182153894498864,3.203635093518499,1.699044645797025,0.20286034537444556,Iris-setosa
+81,6.588955990200693,3.1487765501959672,4.725585950244816,1.5326686103834024,Iris-versicolor
+82,5.689169159470874,2.8863353845490187,4.151379449353997,1.3124375065329725,Iris-versicolor
+83,5.736203381684214,2.8143062312956677,4.497948214772596,1.3045378908658938,Iris-versicolor
+84,5.793876318726331,2.701574102095538,5.106783247572335,1.9045489797339337,Iris-virginica
+85,4.903119490385078,3.0,1.4008877664287815,0.19775370107798015,Iris-setosa
+86,6.2816942845686015,2.7133881680045673,4.87964321735134,1.793793782718749,Iris-virginica
+87,5.091931610803903,3.654773884952467,1.4997517300809955,0.43063704025939453,Iris-setosa
+88,4.983800947214988,2.0000004755882665,3.4557083446307035,0.9717560631334476,Iris-versicolor
+89,5.895969940821394,3.1971503266172565,4.81424637419177,1.783531822273133,Iris-versicolor
+90,5.504669942678869,4.2,1.3960825680892563,0.2042632365234949,Iris-setosa
+91,5.659682599922663,3.0,4.199304647781365,1.2219004589483713,Iris-versicolor
+92,4.760134410746479,3.3947066821508614,1.8860020043620194,0.20057835387230621,Iris-setosa
+93,4.592645771414869,3.6234402321344885,1.0000003856032762,0.19820204999075053,Iris-setosa
+94,5.012407010744341,3.608655113718864,1.3853765705441086,0.19683482322772125,Iris-setosa
+95,5.822609893925861,2.7973865495758474,5.165854875653359,2.4013581103134634,Iris-virginica
+96,5.051885127346372,3.342994460601277,1.6003970318028629,0.4910392990039605,Iris-setosa
+97,6.311834699702727,2.5002185641910315,5.00045047270455,1.8929781461075936,Iris-virginica
+98,5.394066043523281,3.382407406336151,1.6142087869579922,0.19653229406405442,Iris-setosa
+99,5.7946630336950555,2.802398212066686,5.165254821322307,2.403510658839721,Iris-virginica
+100,6.689422297111862,3.0,4.989444534709938,1.6817094964741706,Iris-versicolor
+101,5.617904536814622,2.8956459393645795,3.7181872830181826,1.2912140533185457,Iris-versicolor
+102,5.458796305632397,2.5926478921869793,4.406661660675492,1.2032139245168025,Iris-versicolor
+103,5.809741030953632,2.7095586710416293,5.1268461406432015,1.9059489712679745,Iris-virginica
+104,5.664941649595853,2.6547198051523226,4.0043807904413455,1.1506479928672617,Iris-versicolor
+105,5.0836364042002256,3.304069320739134,1.710818535528928,0.4754647776877322,Iris-setosa
+106,5.687712512519894,3.0,4.2013624880342215,1.2244596213084236,Iris-versicolor
+107,5.606215976108148,3.0,4.059181589102899,1.291393197247309,Iris-versicolor
+108,6.714325062762381,2.500675667736919,5.857082108128383,1.8081910568044934,Iris-virginica
+109,5.017887350799402,2.0,3.5212542624118766,0.9937915844434131,Iris-versicolor
+110,5.525551052489764,3.0,4.509943157979885,1.4697570916736777,Iris-versicolor
+111,6.807167402115925,2.8032395047522045,4.818271281013371,1.4007528200215809,Iris-versicolor
+112,5.7852467588979595,2.894743616435729,4.321616916078623,1.3446479318321616,Iris-versicolor
+113,7.718466252671916,2.5861805230245447,6.9,2.3110609035248086,Iris-virginica
+114,4.597166501860785,3.643097536522505,1.0,0.20165558788681803,Iris-setosa
+115,7.7045537583552095,2.8046849542956656,6.6973441263195586,2.006791462375043,Iris-virginica
+116,5.505365971939947,4.199999131754115,1.3971011974499987,0.20518213177784847,Iris-setosa
+117,6.70212015361246,2.502086068062337,5.79022465926196,1.7999119973941884,Iris-virginica
+118,6.265081247195003,2.6321537787648546,4.936077378793216,1.8319845054262323,Iris-virginica
+119,7.9,3.8271441340931087,6.356862777434962,2.018474342750888,Iris-virginica

iris/tab_ddpm/4/11/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/tab_ddpm/4/11/train.csv

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

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/tab_ddpm/4/12/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.511633489076825,3.184877739597658,5.094341403503125,2.013511907704741,Iris-virginica
+1,6.48459047948353,2.9515644562357313,4.353940178748467,1.3312109746366139,Iris-versicolor
+2,5.457949497347782,4.2,1.3773193895189606,0.19742146467257662,Iris-setosa
+3,4.999609892337908,3.0,1.6161709042653316,0.20173127866580978,Iris-setosa
+4,5.81041532693171,2.8061127243355957,5.098804954146396,2.398815549651833,Iris-virginica
+5,6.049252262945429,2.799966061052829,4.657798918350435,1.1809474173166334,Iris-versicolor
+6,6.0963373658916,3.0,4.606809435436102,1.4180479209932304,Iris-versicolor
+7,5.789287101930031,2.7034027614616774,4.085829144249571,0.97379772632913,Iris-versicolor
+8,6.423968285322056,3.1636616844195187,5.108410047251266,1.9939538111973827,Iris-virginica
+9,4.904072031308612,3.0956098432947603,1.48351061739333,0.1,Iris-setosa
+10,4.790565010700628,3.4003782827802413,1.7330427582360797,0.1999382815875676,Iris-setosa
+11,5.377782812582634,3.8791010350253727,1.3033321621686258,0.4184832007228727,Iris-setosa
+12,7.699671584323241,2.832502118256366,6.704226358591245,2.015564992149125,Iris-virginica
+13,6.0387175227744425,2.2271302619381768,4.07672031728584,1.0563734567705372,Iris-versicolor
+14,5.4414530000837384,3.0,4.494916222009017,1.4899719190314582,Iris-versicolor
+15,5.801694529853774,2.6958400337382615,4.080356254323798,0.937970435548674,Iris-versicolor
+16,5.908614778590797,3.201922182076004,4.807468747045392,1.7861732541992454,Iris-versicolor
+17,4.8121790079411175,3.0,1.4002895525833785,0.3262252681228396,Iris-setosa
+18,5.29437494901067,3.6625320661610568,1.499398975547658,0.19647497479754478,Iris-setosa
+19,5.390628506733489,3.783389266296016,1.5020985725760738,0.25162547097474247,Iris-setosa
+20,6.848117322922902,3.0,5.799065064134148,2.1604762918934535,Iris-virginica
+21,6.104531947056434,3.0,4.6060681220912345,1.4027805961097553,Iris-versicolor
+22,6.318421451791484,2.4795314059774625,5.006499051974073,1.896598436422876,Iris-virginica
+23,4.810201274997381,3.0,1.3985975333446905,0.1,Iris-setosa
+24,5.476614409816545,3.0,4.4828245285740165,1.482226832779867,Iris-versicolor
+25,4.6066580461047,3.2007359512675575,1.3935906857245297,0.20403501414937494,Iris-setosa
+26,4.787620575124146,3.4035812304913846,1.5804793102518153,0.19899314925131736,Iris-setosa
+27,6.117641530504402,3.0,4.590810694709209,1.3984437471486495,Iris-versicolor
+28,4.602121821903616,3.6186123242277235,1.00000038508102,0.20148043116112477,Iris-setosa
+29,6.306109343767394,2.302877886427411,4.410177712944094,1.3049031734342598,Iris-versicolor
+30,6.7073554864840705,3.3445509989632347,5.64312241597002,2.5,Iris-virginica
+31,6.657923425706912,2.5013589077118366,5.770780838921454,1.8036524015902835,Iris-virginica
+32,5.6076814341919405,3.0,4.103086558662073,1.2875714924346773,Iris-versicolor
+33,5.105924102392085,3.2961579821982614,1.5747725717400372,0.4945101025148608,Iris-setosa
+34,5.1206750304555335,3.5057301725193666,1.4014038377992102,0.20225129223451827,Iris-setosa
+35,4.902087364837285,3.080855935154476,1.5075391517438619,0.1,Iris-setosa
+36,6.491740120604778,3.2264114803357886,5.192580059089964,2.0205709262525313,Iris-virginica
+37,6.437474580384871,2.900460276362381,4.293184920775001,1.290380644177721,Iris-versicolor
+38,7.694798262047838,2.5802738854139564,6.9,2.303422924266621,Iris-virginica
+39,5.287976408634134,3.674344408809512,1.4909254099204483,0.19906729378109378,Iris-setosa
+40,6.072194618785084,2.8028526028160092,4.676191984486579,1.2406876876636175,Iris-versicolor
+41,5.386595894701262,3.3956171445059073,1.5119776002739505,0.42075789010031484,Iris-setosa
+42,5.637966311488282,3.0,4.191051895333407,1.2793052194305063,Iris-versicolor
+43,5.349665531622875,3.0,4.468837767881009,1.5071901078238268,Iris-versicolor
+44,6.418588128461539,2.9007488821368232,4.285592674948695,1.3173088341260346,Iris-versicolor
+45,4.904751549212037,2.4035217312341284,3.1962801004372388,1.000714061178998,Iris-versicolor
+46,6.508795053051389,2.970355938638273,4.359937136541815,1.3532033734418976,Iris-versicolor
+47,5.534386472659003,2.437502427599924,3.8361568363379277,1.027840934568785,Iris-versicolor
+48,6.036008984784173,2.801182195026638,4.702423362336938,1.1945164390042455,Iris-versicolor
+49,5.079227570216518,3.7018310021217418,1.4996068072980346,0.4025074166988592,Iris-setosa
+50,5.604258115927918,2.5483100179247606,3.9893821963670995,1.1120720140309368,Iris-versicolor
+51,5.113755969213245,3.3016256769411507,1.5699918512973055,0.4904429200759699,Iris-setosa
+52,7.690861295708313,2.6076559895393516,6.9,2.3032211539562737,Iris-virginica
+53,4.7913068853935386,3.3967178257259416,1.7555039044514726,0.19825072860081422,Iris-setosa
+54,5.880173311317487,3.0,5.110304942078602,1.786160831671902,Iris-virginica
+55,5.714411995843391,3.815333387493056,1.8057868500100762,0.29849370256972,Iris-setosa
+56,5.999014786257159,2.9045084283341334,4.4941669510405395,1.4955886549430515,Iris-versicolor
+57,5.007076388244193,2.0000007597341822,3.5518535652023795,1.003642145999957,Iris-versicolor
+58,6.197565359605249,3.40853845632706,5.4073811087368355,2.2989166068729188,Iris-virginica
+59,7.701134889290621,2.5763906571938096,6.9,2.299346934097633,Iris-virginica
+60,4.906474020412541,3.099353510926794,1.4962998243745185,0.1,Iris-setosa
+61,5.612901991118617,2.678893178592749,4.118894671259159,1.14567969872944,Iris-versicolor
+62,6.403697366505533,2.900575657641369,4.293290695476146,1.291689358869064,Iris-versicolor
+63,5.492421954708597,3.0,4.522424533610599,1.5019188593578892,Iris-versicolor
+64,5.034196890895993,3.5254506298436077,1.405033675154885,0.20133366896300503,Iris-setosa
+65,5.406894274257317,3.394643675378126,1.6713631507984135,0.20075531150879966,Iris-setosa
+66,6.1741274164271935,2.2046370012287775,4.495528742572949,1.4845495544462235,Iris-versicolor
+67,5.09544330127464,3.5099196087969227,1.4012210607252094,0.20243297289882775,Iris-setosa
+68,5.734739798003205,2.7863931552368566,4.539200943694453,1.2829229161927935,Iris-versicolor
+69,5.911295267073068,3.210417528211523,4.787486985164621,1.7802895821124625,Iris-versicolor
+70,6.7101919700255985,3.0,5.009276540720177,1.708293158878861,Iris-versicolor
+71,5.468239063599536,4.19999935151714,1.400185123028076,0.2086254509837885,Iris-setosa
+72,5.390401798638972,3.895669030766461,1.2886298455473955,0.38682271690752046,Iris-setosa
+73,5.001574157454284,2.0000005701135066,3.515489293455869,1.0110870936867247,Iris-versicolor
+74,5.415414172887513,3.3954559846081276,1.4989428030197787,0.4126472795005795,Iris-setosa
+75,6.1331834282452835,2.9000658096337006,4.6506024863263,1.313659350883705,Iris-versicolor
+76,4.985950501873614,2.0,3.4630017721874014,0.9983884702094541,Iris-versicolor
+77,6.697818810562467,2.5084742226126786,5.783014217762986,1.8020380958217024,Iris-virginica
+78,6.494330948138741,3.0,5.795209282503915,2.1705183193115505,Iris-virginica
+79,5.4778563931579285,3.0,4.4787556837207765,1.4964620584307997,Iris-versicolor
+80,6.805611371270534,2.8054547666659633,4.810053490624327,1.404472910268596,Iris-versicolor
+81,5.644435232108336,2.514311557196127,3.8800649406085257,1.044031929972299,Iris-versicolor
+82,4.904984036897915,2.39945979817304,3.340720565642239,1.0142736973245021,Iris-versicolor
+83,5.605264003305838,2.5440705397325063,4.094441422511745,1.0915929561184223,Iris-versicolor
+84,5.111937313320516,3.2932963927467407,1.7856626652207988,0.5462602568237375,Iris-setosa
+85,4.79944778353247,3.0,1.3856849782214478,0.1,Iris-setosa
+86,6.250949331081391,3.235526154393293,4.727039698576777,1.629905756619616,Iris-versicolor
+87,6.245123744462053,2.2895554241222387,4.32498445658292,1.2559274154053846,Iris-versicolor
+88,4.630234483450424,3.1964395488808366,1.4038646737308895,0.20097764006479063,Iris-setosa
+89,6.497900694420134,3.0,5.458332924769478,1.8078967609465475,Iris-virginica
+90,6.50762280061715,3.184516073534906,5.086191870941428,2.0035157762097895,Iris-virginica
+91,5.8963537813111415,3.203201999670812,4.777737252504571,1.7960500450667995,Iris-versicolor
+92,5.564836621545549,2.69475408700347,4.452589769691507,1.2511009849285866,Iris-versicolor
+93,4.891722919797152,2.397179445982026,3.2117479632955477,1.0004371583257792,Iris-versicolor
+94,7.7092726087256445,2.800845221405849,6.700582709253794,2.0025108736905093,Iris-virginica
+95,6.877251167630594,3.1014421468048345,5.110715595256757,2.2879116107317974,Iris-virginica
+96,6.707037684645474,3.0,4.898440202576808,1.6486955281322229,Iris-versicolor
+97,6.216022701625997,3.3730991355521143,5.427892989042594,2.296689531139516,Iris-virginica
+98,4.496918312522212,2.295629135778548,1.288589288010197,0.29786641277914827,Iris-setosa
+99,6.674584477514463,2.4733566470680635,5.74953001602255,1.7912347138418263,Iris-virginica
+100,7.507625929066642,3.0,6.525842373912497,2.1102633518268576,Iris-virginica
+101,4.817902593015414,3.0,1.402250858438317,0.2935010537118665,Iris-setosa
+102,7.713472765141695,2.560919490171344,6.9,2.3041923687602086,Iris-virginica
+103,5.110138587571143,3.50256991834984,1.402990259515558,0.20079025827849192,Iris-setosa
+104,5.5734519950858425,2.5147289634477006,3.9562497192142105,1.1178718300206265,Iris-versicolor
+105,5.42322824074068,3.901618744923194,1.3039483197754431,0.40123719388474577,Iris-setosa
+106,6.911159074226978,3.0859653730041186,5.11078160885194,2.2922303339023715,Iris-virginica
+107,5.5815434526122685,3.0,4.40760487874798,1.4318813085777888,Iris-versicolor
+108,6.798775186105302,2.8090708251666916,4.808374524051508,1.4040991686208624,Iris-versicolor
+109,6.011741441024874,2.2042301947534355,3.9736943703936656,1.0050791897991376,Iris-versicolor
+110,6.686796405638778,3.2879041973064904,5.662637789592486,2.4999996324092884,Iris-virginica
+111,5.126613457489445,3.5098798697117135,1.4009477669130563,0.20004549764551974,Iris-setosa
+112,6.794177253780832,3.174146380875391,5.941450847979692,2.2943638280387497,Iris-virginica
+113,5.004514708931332,3.0,1.5727238312783758,0.19467063604226126,Iris-setosa
+114,4.808130514734683,3.0,1.409066095296306,0.29270772412894003,Iris-setosa
+115,5.00513334200843,3.6076760118224507,1.39271838301846,0.19968818341235917,Iris-setosa
+116,7.696516871841038,2.797070956978387,6.700801829891917,1.9932682235924406,Iris-virginica
+117,6.243499490322459,2.261250621807555,4.430952208097661,1.3665791079270404,Iris-versicolor
+118,4.827726052657003,3.3847102418394774,1.7986388845904895,0.19836850357354482,Iris-setosa
+119,6.327345265449397,3.3016276034315055,4.701704061188648,1.5991676723792143,Iris-versicolor

iris/tab_ddpm/4/12/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/tab_ddpm/4/12/train.csv

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

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/tab_ddpm/4/13/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.803378260458548,2.6720805967150483,5.087198155780484,1.8928263639478395,Iris-virginica
+1,5.661698277153262,3.0,4.13567521672164,1.218265448785317,Iris-versicolor
+2,5.008449441952324,3.0,1.5756683232271207,0.2009163915067368,Iris-setosa
+3,5.7994794661997835,2.7019550930193272,5.113821867950719,1.8956005088331112,Iris-virginica
+4,6.2799863788745425,2.4829019323012593,5.02447376378889,1.9233788662625748,Iris-virginica
+5,5.005496392902359,2.0000004856005686,3.4989058677488702,0.9692289140051691,Iris-versicolor
+6,4.993952095339252,3.6085565628928786,1.3941972372715767,0.2008473506445602,Iris-setosa
+7,5.45314956761444,3.410107190778797,1.5042197016473982,0.37068083465792934,Iris-setosa
+8,4.502183555685763,2.2780663632857694,1.2859775939736784,0.29252606220731536,Iris-setosa
+9,5.005422435442172,2.0000006184210344,3.5728573418592484,0.9587011854963525,Iris-versicolor
+10,7.540084973204083,3.0,6.5443568720473175,2.0821666390767968,Iris-virginica
+11,4.822932694579362,3.0,1.4010523870960825,0.10000009249741298,Iris-setosa
+12,6.475496090954804,3.0,5.520110979926894,1.7903003494704757,Iris-virginica
+13,5.277842422632526,3.698410428910925,1.4925422794361534,0.1987942624978919,Iris-setosa
+14,6.381202487335732,2.884958688178203,4.3045091452871596,1.290692986087719,Iris-versicolor
+15,6.102180544240047,2.796155643377328,4.687507383522712,1.1904683708389956,Iris-versicolor
+16,5.803638320264022,2.8047918375577594,5.110002579112261,2.4025400142967275,Iris-virginica
+17,5.880101653166999,3.0,5.077262527864727,1.7922502490671057,Iris-virginica
+18,4.4,3.1940081777164666,1.2946276682590085,0.1990421496969645,Iris-setosa
+19,7.693970947961942,2.612260574815864,6.899998704070988,2.294768050645321,Iris-virginica
+20,6.795411663982745,3.201313352708261,5.840778184222054,2.2888499887940403,Iris-virginica
+21,5.215083080452239,3.4064391780882635,1.3951673120486632,0.1993519288157174,Iris-setosa
+22,4.806957060674437,3.0,1.4032233098907096,0.10000009132356798,Iris-setosa
+23,6.680579972355887,3.136148423390892,4.728187845747504,1.5088983395523499,Iris-versicolor
+24,6.308752954999353,2.309939514546066,4.410519883665582,1.3237495645712147,Iris-versicolor
+25,5.020094190612651,3.371515963554175,1.5847248480261875,0.45770759650757076,Iris-setosa
+26,6.788701200395752,3.1736419254501564,5.873380005400299,2.287193637459264,Iris-virginica
+27,5.001734210552446,2.0,3.4227487415134927,1.0329941246260965,Iris-versicolor
+28,5.7949672845246445,2.701559843812663,5.088450234072033,1.9054826566080465,Iris-virginica
+29,7.733497052884705,2.592805465330403,6.9,2.3044811717796096,Iris-virginica
+30,6.980208402467651,3.0,5.867566201445792,2.1265211296721045,Iris-virginica
+31,5.376715042270779,3.918958868005635,1.3008476611607591,0.45276555583269246,Iris-setosa
+32,6.712149978357353,3.0,5.015966386645925,1.7173081922082765,Iris-versicolor
+33,7.706409961549381,2.599505018119053,6.8999989095599705,2.2936836997429912,Iris-virginica
+34,6.375177477929283,3.2984262938853584,5.216284192760362,2.111749075724443,Iris-virginica
+35,4.885915135224032,3.0,1.397625032439051,0.19981269426993503,Iris-setosa
+36,4.906538771772742,3.111061367803912,1.5015176660995024,0.1,Iris-setosa
+37,6.262566206190935,2.9026754397108734,5.55313245996025,1.7788328426111726,Iris-virginica
+38,6.0789554786124915,3.3714025017729905,4.541630160390075,1.6067461465145658,Iris-versicolor
+39,5.795214814470098,2.7158595559089314,5.091634932843716,1.8953170712053928,Iris-virginica
+40,4.804747351435435,3.0,1.392867496423404,0.2973185391885722,Iris-setosa
+41,5.113569511348454,3.6986083060376442,1.4914816256079397,0.3916899586992017,Iris-setosa
+42,4.900520353094518,3.0,1.4019913445026673,0.19922623537488937,Iris-setosa
+43,5.552036354083026,2.651157271095478,4.461337696369784,1.216278584913533,Iris-versicolor
+44,4.493769029207279,2.2984474840065414,1.2943965713181678,0.3179249903016588,Iris-setosa
+45,4.400000570110798,3.177907851616325,1.3036728782779514,0.20384171773725823,Iris-setosa
+46,6.314771823423268,2.9052697329017314,5.60219279297891,1.7958110210367495,Iris-virginica
+47,5.214406374439905,3.398706496882293,1.4002067426944909,0.20078881514768124,Iris-setosa
+48,7.711026903792739,2.604964099360572,6.9,2.305335814985436,Iris-virginica
+49,4.787544607182185,3.4068729704189145,1.6333176788284782,0.20129459482077072,Iris-setosa
+50,5.487301490142364,4.2,1.4018372511663495,0.2060225809039285,Iris-setosa
+51,6.485987804683518,3.204133085376123,5.107810249598712,1.9905595223151253,Iris-virginica
+52,4.9748902844515825,2.0,3.533221343984397,0.9553120056952824,Iris-versicolor
+53,5.704721112233137,3.8064587201598155,1.7992226009721912,0.3271111758142135,Iris-setosa
+54,6.508002174065869,3.0,5.813066379849036,2.2047328556187185,Iris-virginica
+55,6.707663344764077,3.3174550695841267,5.679395164994862,2.4999996086709046,Iris-virginica
+56,5.727846279565457,2.789579844767065,4.484489615625703,1.2899588649676232,Iris-versicolor
+57,7.695037849502385,2.590016614311415,6.9,2.3034529944486732,Iris-virginica
+58,6.51197232350277,3.0,5.420774590572644,1.8284827799326386,Iris-virginica
+59,5.005011791222036,3.0,1.5863573360439762,0.1990737786226801,Iris-setosa
+60,5.799930550772828,2.6966026186976477,5.099952043646739,1.8937024683203352,Iris-virginica
+61,6.722976923170417,3.2670265267338743,5.607666634552437,2.142601484490346,Iris-virginica
+62,7.012836890784035,3.0,5.800777476515879,2.1239659362852907,Iris-virginica
+63,5.169434098611092,3.7595127532625696,1.455432217748255,0.36908741880714657,Iris-setosa
+64,7.681147176499325,2.798010065481029,6.691394316786472,1.9945669007837532,Iris-virginica
+65,5.321948030978802,3.700153755073441,1.5092498900662579,0.2012641225199638,Iris-setosa
+66,6.803635580606567,3.1896917786648316,5.903158196893096,2.310501657422432,Iris-virginica
+67,4.4,3.2042444078044494,1.2948370187166032,0.193828401394882,Iris-setosa
+68,5.508081339394763,4.2,1.4050129187678646,0.21159550628373966,Iris-setosa
+69,5.679792475562657,2.888760236694462,4.151704175790097,1.295014517254144,Iris-versicolor
+70,4.502124385447875,2.3224949912062454,1.299047658641542,0.36391778267241814,Iris-setosa
+71,4.980969994009098,2.0,3.4397803750228553,0.9881761140644321,Iris-versicolor
+72,4.617001664258852,3.189313046877348,1.4074364845177267,0.1973428101625389,Iris-setosa
+73,6.133759721002158,3.0,4.600382754074088,1.395492524652654,Iris-versicolor
+74,4.78688603394966,3.0,1.3808412335496238,0.10000010046084616,Iris-setosa
+75,7.596161217587347,3.0,6.559754460758272,2.09760235872639,Iris-virginica
+76,4.587606493108752,3.1961743356115884,1.3919804209905353,0.20036320484435816,Iris-setosa
+77,4.796622069924552,3.0,1.405444974184337,0.3521424049626485,Iris-setosa
+78,6.8027375421440395,2.7915100889259086,4.806616310986007,1.3957712968101377,Iris-versicolor
+79,6.221563768107178,3.4149688641857145,5.388947933928379,2.2952732067432,Iris-virginica
+80,5.822245809568562,2.7067193407431525,5.096423797325159,1.913222322119642,Iris-virginica
+81,4.993800005367418,3.0,1.57686648944338,0.199504937032018,Iris-setosa
+82,4.795929030941923,3.0,1.398843505271991,0.29703760961219416,Iris-setosa
+83,5.513366188139517,2.3965390263596253,3.8004135259799083,1.0150586329020794,Iris-versicolor
+84,6.700115085494796,3.2908694420960876,5.693005903585287,2.108618955170864,Iris-virginica
+85,6.898957560500053,3.0853110055974904,5.122225441387798,2.302345017134703,Iris-virginica
+86,4.810694744460373,3.0,1.403082708282593,0.2749979314836861,Iris-setosa
+87,7.30667496490993,2.907794511549031,6.304296864424614,1.797203125504551,Iris-virginica
+88,6.575926093581866,3.0,5.813273854620639,2.2285243310513274,Iris-virginica
+89,5.807090135604896,2.804463248624961,5.123511355006123,2.407506170832706,Iris-virginica
+90,6.102404233994657,2.8040026536878138,4.713394644571418,1.193373981457889,Iris-versicolor
+91,6.308013587774492,2.6964217020808707,4.9339972692882315,1.7911980202724307,Iris-virginica
+92,7.672649913006699,2.6244641677627722,6.8999987667969425,2.298006616674827,Iris-virginica
+93,7.718129718373545,2.6202047373449844,6.9,2.296905115189983,Iris-virginica
+94,4.901204043958468,3.119675848141736,1.4883273066620855,0.10000009290131695,Iris-setosa
+95,7.71726747913186,2.6009932744579256,6.9,2.3051337214353746,Iris-virginica
+96,7.719214849101568,2.606582643701054,6.9,2.3166938220301034,Iris-virginica
+97,7.352593909030183,3.0,6.332893902239119,2.1274808627983113,Iris-virginica
+98,4.88605142176266,2.4020894343388948,3.1801950714544764,1.0011218938807258,Iris-versicolor
+99,7.733688846011174,2.636535562319082,6.9,2.304792758306987,Iris-virginica
+100,5.804351902496741,2.8094795533447035,5.146789098495471,2.398861774871703,Iris-virginica
+101,6.000958729619579,3.401752440792844,4.519865955087737,1.6074786997536388,Iris-versicolor
+102,7.601051402155234,3.0,6.5765594819515885,2.096344341535703,Iris-virginica
+103,5.978809451069335,3.4031482096338745,4.4907433436738415,1.601238176195866,Iris-versicolor
+104,7.9,3.835596805496741,6.365453826945907,2.011338402217505,Iris-virginica
+105,4.801956701221183,3.0,1.397285066611965,0.34699404422169433,Iris-setosa
+106,7.114345599077012,3.0,5.902067219371693,2.1031167560192725,Iris-virginica
+107,5.693259258547184,2.886216958619317,4.100301902818763,1.3021293096361746,Iris-versicolor
+108,7.369615728717639,2.886413002338296,6.35895277342871,1.8134106747862924,Iris-virginica
+109,6.0241236159857925,2.903142026267815,4.477358050444658,1.5198262764806583,Iris-versicolor
+110,6.493983697370815,3.0,5.864361840625979,2.224074360897042,Iris-virginica
+111,5.8179374387603735,2.807764550887133,5.114748864840454,2.4016128963870345,Iris-virginica
+112,5.636335521258884,3.0,4.079690736635835,1.2787403107836046,Iris-versicolor
+113,4.996119738215062,2.0,3.496013377699256,0.766234045947255,Iris-versicolor
+114,5.800935547754743,2.889236233685185,4.491401677909938,1.370600043929205,Iris-versicolor
+115,5.2189164383510045,3.4305424126953636,1.4049444100986581,0.21656969209408933,Iris-setosa
+116,4.833573533263608,3.4042284193858676,1.9623431017390731,0.200604365512261,Iris-setosa
+117,7.694655033817208,2.5964790644916333,6.9,2.2788094110681802,Iris-virginica
+118,4.998457563073869,3.402972042049881,1.6253398642690369,0.4130683096350941,Iris-setosa
+119,6.537578651341357,3.0,5.521544666649731,1.8001090155231334,Iris-virginica

iris/tab_ddpm/4/13/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/tab_ddpm/4/13/train.csv

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

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/tab_ddpm/4/14/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.525171910585407,2.4233353464920646,3.7305877490996453,1.0076461900468003,Iris-versicolor
+1,6.400333913674295,2.9053066061192543,4.307705035512995,1.303469714423863,Iris-versicolor
+2,6.0307819316928475,2.787399227996334,4.6727156035161945,1.1661008849064698,Iris-versicolor
+3,4.978375160704141,2.0,3.394620290837549,0.9765522668781637,Iris-versicolor
+4,5.575086108477538,2.941895275127292,3.61288622533189,1.316056107517715,Iris-versicolor
+5,4.601753184685954,3.62514593296877,1.0,0.2022390084543521,Iris-setosa
+6,6.505647801199384,3.0,5.515070960269711,1.8024437187015656,Iris-virginica
+7,6.525631627393332,3.0,5.491616998864512,1.8050025455595096,Iris-virginica
+8,4.602059545513831,3.1718444199676425,1.4026208954064523,0.19768086241277244,Iris-setosa
+9,4.595205147491716,3.617454266718651,1.0,0.20066650855509915,Iris-setosa
+10,5.7255822657188915,2.810429093786303,4.500774503912367,1.3160317294273902,Iris-versicolor
+11,6.311643133327854,2.727247484698205,4.916674966412198,1.7822285719817768,Iris-virginica
+12,6.3806449488289605,2.912419065101785,4.304443663301248,1.297251061616351,Iris-versicolor
+13,5.386731128468234,3.4010816561574684,1.6591128462785778,0.20198608927434594,Iris-setosa
+14,5.011635204965004,2.0000007085860463,3.543984546899227,0.9361697941402953,Iris-versicolor
+15,4.8927375269733195,3.0,1.4002734721221555,0.19534292204837983,Iris-setosa
+16,7.3228763889023565,2.906539201848153,6.302534701611324,1.7984183316548699,Iris-virginica
+17,5.609894121233459,3.0,4.067726513083706,1.2741174973198275,Iris-versicolor
+18,6.79797367112615,3.1403613250550695,5.089763643663983,2.25313113080645,Iris-virginica
+19,7.243419368126258,2.9142273900687745,6.265988589671817,1.8014054473375622,Iris-virginica
+20,6.700341483288202,3.3037458278679357,5.701192001919521,2.0946909436194705,Iris-virginica
+21,5.480872683167663,2.556710979912744,4.324460951981609,1.1621616708756415,Iris-versicolor
+22,6.109938076199032,2.8036321775284003,4.702210966997555,1.1989261114526935,Iris-versicolor
+23,6.7303257712335185,3.100960726391403,4.713537524880281,1.5065633421839446,Iris-versicolor
+24,5.407257522416229,3.4083230794223565,1.5107796661069883,0.4189747812008172,Iris-setosa
+25,6.290282771921082,2.315988989199557,4.39897534819478,1.2934407553086056,Iris-versicolor
+26,6.7090183472130205,3.297704340829501,5.695444452604447,2.113176211943594,Iris-virginica
+27,5.916185244758182,2.8854183913405924,4.519486883107737,1.4424043637644317,Iris-versicolor
+28,6.73960668965211,3.248065299259762,5.820315690195347,2.18212455988288,Iris-virginica
+29,6.100464595839103,2.805259153868367,4.710212478457562,1.2046022199313797,Iris-versicolor
+30,5.976400949051738,2.908767153875689,4.505725812361061,1.5054777681617955,Iris-versicolor
+31,6.709411316620533,2.502449801580962,5.837786935994112,1.799711070806939,Iris-virginica
+32,6.288531131403891,2.5528400939956684,4.982604758281022,1.8587818757798056,Iris-virginica
+33,5.707747602908828,2.8912930669707233,3.8675920951529745,1.3006125877172612,Iris-versicolor
+34,4.600001800130867,3.2130671680860923,1.397137389216173,0.19774432696507568,Iris-setosa
+35,6.0106277116059434,2.193601487670836,3.969266554028578,0.9984372079611565,Iris-versicolor
+36,6.308007589038529,3.2929474044263745,4.695452046235388,1.595286064506997,Iris-versicolor
+37,6.798905837703735,2.800840849293869,4.802268805721423,1.4188333151750039,Iris-versicolor
+38,6.824187266279098,3.1958383242819126,5.887396456676289,2.298176403956457,Iris-virginica
+39,6.835016626833561,3.0957212610496407,5.109719550973126,2.313598157394483,Iris-virginica
+40,4.9145770949518734,3.0,1.4052249285724172,0.19873503592932978,Iris-setosa
+41,7.229204611698058,2.9072259919264702,6.253408311183499,1.7924444066659286,Iris-virginica
+42,4.774822772267277,3.3905875419172564,2.0744137260847233,0.1993711302400456,Iris-setosa
+43,6.6687558318361795,2.494315482036758,5.7848371590753205,1.8012413206668532,Iris-virginica
+44,5.693184087188653,3.7918637430346323,1.6703301097459842,0.29927085041020124,Iris-setosa
+45,5.55551334134052,2.555796382499472,4.254254341427833,1.1305057198591069,Iris-versicolor
+46,5.540343001739103,2.618998893461015,4.4246928145558915,1.210876789486792,Iris-versicolor
+47,7.0970065135297125,3.0,5.876984100588928,2.095783122959052,Iris-virginica
+48,6.878627357123168,3.111009917043183,5.137042506261775,2.2938614848542924,Iris-virginica
+49,4.991718134857417,2.0000004519336647,3.4601619522850218,1.018457491302884,Iris-versicolor
+50,5.018614533173172,3.5348331071076933,1.3964297920060902,0.19958799702757957,Iris-setosa
+51,4.946694746257662,3.585982823280242,1.4070946274503011,0.20026241320263893,Iris-setosa
+52,4.501818811635653,2.3094752828681724,1.319975316774367,0.2951453455133751,Iris-setosa
+53,6.318831712429105,2.861846820744153,4.318556716829356,1.251685748886707,Iris-versicolor
+54,4.9992325367737145,3.6629159184881876,1.4028479440515942,0.1964542203763274,Iris-setosa
+55,4.993297522312901,3.6081983974311815,1.4120926316369826,0.2001569532535145,Iris-setosa
+56,6.066111797079201,2.799823260671333,4.686225976725991,1.1859033412624378,Iris-versicolor
+57,7.703751046107403,2.794145644422814,6.7153437242754315,2.0146630164418395,Iris-virginica
+58,5.153115532645953,3.4025885099726003,1.4057295293716865,0.20005205409218438,Iris-setosa
+59,5.36331253996281,3.3976479183284254,1.5159426394469935,0.39513508881917436,Iris-setosa
+60,6.364801553421552,2.883670888884714,4.295100126237715,1.2841084133738179,Iris-versicolor
+61,5.922861244509622,3.0,5.099248293173849,1.8068528326761437,Iris-virginica
+62,6.691442518310143,3.102178428434252,4.717082830558654,1.4928950919202681,Iris-versicolor
+63,5.470149740404383,3.0,4.473518992095121,1.50552712239719,Iris-versicolor
+64,5.895019483353805,3.2053460379922103,4.777777864596714,1.8041283412870883,Iris-versicolor
+65,5.631511795052472,2.689189085769519,4.407886752315421,1.236147870590837,Iris-versicolor
+66,6.27415997512645,2.9037988193332898,5.540282818405537,1.7984200789392872,Iris-virginica
+67,6.504992727812458,3.2096793768048117,5.156151766707667,1.992281575590277,Iris-virginica
+68,5.569575485857024,2.501136980856015,3.88130548130242,1.1127553113505662,Iris-versicolor
+69,6.1258473391834105,2.7950914125216353,4.684351462113366,1.2118499479721696,Iris-versicolor
+70,7.689087493431188,2.5995153802037176,6.8999989238614585,2.3014488206428294,Iris-virginica
+71,6.203824434909248,2.1911797749947834,4.501174438604348,1.5004233414207317,Iris-versicolor
+72,4.982123016359777,2.0,3.450076010240876,1.0083428135704893,Iris-versicolor
+73,4.889491113198792,3.0782589648786725,1.497005050556188,0.10000009817371616,Iris-setosa
+74,7.736751874824007,2.588287610574939,6.9,2.314768095434904,Iris-virginica
+75,5.027501127796317,2.4094811845704722,3.3459090510494613,1.0024433189412654,Iris-versicolor
+76,4.492777694337287,2.2640412014143516,1.3169600346339965,0.2901527373902242,Iris-setosa
+77,4.819518311820391,3.0,1.4247729538249363,0.10000009857170894,Iris-setosa
+78,4.787240771899156,3.0,1.4112547157902604,0.1,Iris-setosa
+79,7.07040192615781,3.0,5.888254365059385,2.130684363850497,Iris-virginica
+80,5.00330920687291,3.6404092883725165,1.4000916504338248,0.20625391394807352,Iris-setosa
+81,4.590637037676074,3.606450262400246,1.0,0.20248497376785404,Iris-setosa
+82,5.622666126773291,2.902013472172811,3.71117128602688,1.2940939974804797,Iris-versicolor
+83,5.927644581039445,3.0,5.108000935389356,1.8032696940295534,Iris-virginica
+84,5.326738917022195,3.6863824733470474,1.5135971976627316,0.20168322208004694,Iris-setosa
+85,6.005679091627327,3.3822238718855937,4.5058369239358855,1.603170523004656,Iris-versicolor
+86,6.071685043659614,2.8015737741644555,4.668663203780951,1.2055929815788347,Iris-versicolor
+87,4.86475035702591,3.0,1.4055945877462748,0.1,Iris-setosa
+88,4.4,3.1798378861952243,1.3288417018696332,0.20290955057497753,Iris-setosa
+89,5.712665453073088,3.0,4.505460513219449,1.5311673092680742,Iris-versicolor
+90,6.31247948011466,2.6830886439061823,4.865297495522969,1.8023549166437067,Iris-virginica
+91,6.145966111879389,3.4010279821946643,5.402280210133578,2.2949460343163537,Iris-virginica
+92,5.51830585168375,2.60761728334101,4.359087188097412,1.2122392573914924,Iris-versicolor
+93,5.236888286911702,3.838069303007011,1.4017916691479249,0.35570456689914987,Iris-setosa
+94,6.208842388440302,3.0414301337113545,4.6536983589797325,1.4827969308022606,Iris-versicolor
+95,5.041811839416804,3.4050114930513313,1.8137021458214322,0.4202161921630334,Iris-setosa
+96,6.242191258555014,2.1900593990717327,4.520891416883426,1.4906308984413434,Iris-versicolor
+97,5.477698489329094,3.0,4.4994067226228776,1.505834885801409,Iris-versicolor
+98,6.087088337892742,2.800383696139391,4.7230035975095035,1.1984005204445505,Iris-versicolor
+99,7.327376781457939,2.900516062448795,6.304145887888739,1.7928078622191,Iris-virginica
+100,4.905870072547339,3.125371397033248,1.5104379050537529,0.1,Iris-setosa
+101,5.105054561155833,3.6832830559010348,1.5093743746319768,0.40857933373378086,Iris-setosa
+102,5.186373295742552,3.392877467280487,1.4009650426274747,0.1981794072138552,Iris-setosa
+103,6.019577904009651,3.3904642793476416,4.504484900127227,1.598080279190389,Iris-versicolor
+104,6.501515717069317,3.1966340737979704,5.092517835471773,2.018542511648144,Iris-virginica
+105,6.5048808090279016,3.0,5.774563880145161,2.1984435492303596,Iris-virginica
+106,4.807664391607099,3.0,1.3890634963088213,0.3022678022217568,Iris-setosa
+107,4.992460473762615,3.609183365473509,1.3890886475693869,0.19801015699372998,Iris-setosa
+108,5.683044414100668,2.8842991921648533,4.042404331404426,1.2967819839159358,Iris-versicolor
+109,5.99618824061319,3.3819988099990037,4.50064900770197,1.6012068024215602,Iris-versicolor
+110,6.418767152291022,2.908463312669481,4.284594094359502,1.291218565093824,Iris-versicolor
+111,7.166054977484114,3.0,6.118742960405578,2.098660984986267,Iris-virginica
+112,7.119028610852215,3.0,5.908550110451868,2.106959128289268,Iris-virginica
+113,4.78564431690286,3.406547048944073,1.639265315654008,0.19773917520672984,Iris-setosa
+114,5.01366874991619,3.57788241464179,1.3975745627817184,0.2032806340135834,Iris-setosa
+115,5.557464857058873,2.893172123115399,3.4783039778488924,1.3044623710356251,Iris-versicolor
+116,4.816009876972734,3.4012475566777423,1.8887119526962577,0.2010174924951201,Iris-setosa
+117,4.9653172927900115,3.59851316134076,1.3857253860452012,0.2036687196636119,Iris-setosa
+118,6.711153015881751,3.276230120229991,5.691340814720371,2.119174111687971,Iris-virginica
+119,5.804352035955642,2.802660259413084,5.092768133202587,2.4074394613183494,Iris-virginica

iris/tab_ddpm/4/14/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/tab_ddpm/4/14/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+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/4/14/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/tab_ddpm/4/15/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.699038548998774,2.7949967008868897,4.5027854321298015,1.2998382749557957,Iris-versicolor
+1,6.356854521345096,2.8875111370043522,4.28915814721682,1.2938570925522934,Iris-versicolor
+2,5.578053369633471,3.0,4.502774182853839,1.5191646418520657,Iris-versicolor
+3,4.993624714970389,2.0,3.5712986248300935,0.9101597925817846,Iris-versicolor
+4,4.79485385882703,3.0,1.3781753047866476,0.1,Iris-setosa
+5,5.647558883220769,2.7815199388107223,4.489649355822725,1.2819168139746606,Iris-versicolor
+6,5.98492269204473,2.965504454233091,4.559184082960934,1.507181239190247,Iris-versicolor
+7,6.175440660491405,2.1988111659576806,4.484993413456023,1.504394659100142,Iris-versicolor
+8,6.871543034090468,3.1042601644713415,5.1113616396910055,2.288157643772069,Iris-virginica
+9,7.699379303277561,2.592218616630048,6.9,2.298775172328615,Iris-virginica
+10,5.127002260676583,3.705684901182692,1.4986079268787527,0.42969306531796503,Iris-setosa
+11,7.68504835275971,2.6077482098349543,6.899998736787598,2.294505648285917,Iris-virginica
+12,4.8930866525141,3.0837930309707953,1.4889066221820464,0.1,Iris-setosa
+13,7.056644184215425,3.0,5.915685541438031,2.092209016395059,Iris-virginica
+14,7.899998789816442,3.774751824089707,6.4405872799496,1.992811720516389,Iris-virginica
+15,5.071122226080407,3.5257213357573853,1.3888411653589352,0.20170694261774022,Iris-setosa
+16,4.986481977740228,2.0,3.441285119774729,0.91835431572999,Iris-versicolor
+17,5.634581743353174,2.89416862757705,3.5971748733031585,1.3080665683587946,Iris-versicolor
+18,6.339385957219455,2.5094677139420916,4.996564867217203,1.9036612051893957,Iris-virginica
+19,4.8979298115105125,3.046864042744428,1.4787137248753273,0.10000009843118148,Iris-setosa
+20,5.672893290316536,3.776378025295003,1.7900741099710817,0.37372208348535574,Iris-setosa
+21,5.725229762876824,2.9916099185610143,4.464113823631408,1.4449236894103927,Iris-versicolor
+22,6.305013777027832,2.295979441755363,4.364411508853973,1.2998429799346058,Iris-versicolor
+23,6.7072840103028115,3.0,5.005463526753876,1.7028609805777732,Iris-versicolor
+24,6.291847432823478,2.638069054520845,4.9220177886064045,1.8117133759500197,Iris-virginica
+25,5.9975841029559005,2.200764948362953,3.9616165585706873,1.0171563246650523,Iris-versicolor
+26,4.786218668869774,3.3967309588234995,1.8042742263446039,0.19591571399240573,Iris-setosa
+27,6.026920808859421,3.368429540799277,4.551506641122749,1.608439982740845,Iris-versicolor
+28,6.9140149337608605,3.0900272943899636,5.103671855517408,2.2952115433595255,Iris-virginica
+29,5.8738681658024054,3.218884010710641,4.755028258137689,1.809797980262266,Iris-versicolor
+30,6.70043379068685,3.0,4.99834815335944,1.6889590203230074,Iris-versicolor
+31,4.501991355233742,2.2911451219118377,1.308768027631066,0.32835185327935745,Iris-setosa
+32,5.398934270978798,3.9210585746274798,1.2859803312033586,0.38839414328049193,Iris-setosa
+33,4.895360710175075,3.091772719966809,1.4843739693633502,0.10000014266631525,Iris-setosa
+34,6.70524127090947,2.4839667677854687,5.8017405554672035,1.811590878595066,Iris-virginica
+35,4.6049177241313615,3.5982762158522523,1.0000004682254786,0.19740237687497436,Iris-setosa
+36,5.111644983405048,3.4974071918892906,1.3953139188032835,0.19847960308762674,Iris-setosa
+37,7.25171984699146,3.0,6.120423044937546,2.0757786079165226,Iris-virginica
+38,5.490167089676348,2.607569107134537,4.408690317893755,1.239008025622638,Iris-versicolor
+39,7.215289405212287,2.9121141191223368,6.2042997088983896,1.8074491759252416,Iris-virginica
+40,4.999028709266038,3.0,1.5562005761518465,0.19988224910560798,Iris-setosa
+41,4.9037810830541675,2.4072825535490594,3.5173940875609215,1.0124597562556257,Iris-versicolor
+42,6.288746693954865,3.307399115100292,4.69376926799791,1.602461147008169,Iris-versicolor
+43,7.7159242504166565,2.6147333884231156,6.9,2.3033805807571355,Iris-virginica
+44,6.696789404861189,2.5071270067325133,5.861717391706112,1.807379869190871,Iris-virginica
+45,6.69044987112635,3.271439350407488,5.680765245695919,2.115333534236943,Iris-virginica
+46,6.3972080810348855,2.894804650910865,4.29851145762353,1.3010408310906039,Iris-versicolor
+47,6.19688282343271,3.394342740262072,5.436537763578967,2.3041253588565866,Iris-virginica
+48,6.1685566619091095,3.337694377605499,4.610395315973435,1.598983658304883,Iris-versicolor
+49,4.987740876796359,2.0,3.4762923176846323,0.9612828959686659,Iris-versicolor
+50,7.692330024222921,2.6272603398461376,6.9,2.3019946194988847,Iris-virginica
+51,4.913982001174596,2.4041037652699577,3.4497058102551366,1.0267637646625234,Iris-versicolor
+52,5.222542996713398,3.406135908969181,1.3945085391009249,0.19965537552227236,Iris-setosa
+53,7.711233861925436,2.60463609288144,6.9,2.3076932429710935,Iris-virginica
+54,5.485125644158586,4.2,1.3765134683025861,0.19854013580632143,Iris-setosa
+55,4.72729185837306,3.089507833713549,1.3949804202738938,0.20223965540923328,Iris-setosa
+56,6.696640949842562,3.117327408933266,4.685096745274659,1.4988662231533432,Iris-versicolor
+57,5.408216674679891,3.392194094810518,1.7598559949733505,0.19839538261324074,Iris-setosa
+58,6.269610495644941,2.303869077890183,4.4104878450477205,1.3016134928519443,Iris-versicolor
+59,6.878906892286123,3.1020430362941775,5.097705309254346,2.3057364214002467,Iris-virginica
+60,5.784326118015009,2.6868897907127054,4.088793343667823,1.0073702365345087,Iris-versicolor
+61,4.901028722493112,3.1029469255631428,1.5058030902628678,0.10000009837809593,Iris-setosa
+62,5.790139589245177,2.715780260711988,5.128569018716278,1.8981854116771844,Iris-virginica
+63,6.70746230043039,3.2758766950072182,5.714352699549702,2.1194945423328275,Iris-virginica
+64,5.802098273834985,2.6876205052387148,5.124512218157098,1.9098024299264775,Iris-virginica
+65,5.924786753742124,3.0,5.0856190071074785,1.813552409095355,Iris-virginica
+66,7.629011882855715,3.0,6.62171299168793,2.0914283299730787,Iris-virginica
+67,6.210131174896912,3.356802112841407,5.3723595653829594,2.2642488863314196,Iris-virginica
+68,5.433246030428011,3.389195840663009,1.749347312997633,0.199402313908666,Iris-setosa
+69,6.121626310475505,3.09017536453672,4.647543235033012,1.5053901313477964,Iris-versicolor
+70,6.152086754787229,3.0,4.537493350393549,1.3979271189221159,Iris-versicolor
+71,6.135768765068785,2.804899357655914,4.728822902411014,1.2098667852047242,Iris-versicolor
+72,6.707586378895955,3.2910375334470245,5.732956294308504,2.103901738333451,Iris-virginica
+73,6.277624060723129,2.271707580839207,4.378014069597508,1.3084159463694374,Iris-versicolor
+74,7.714265549048239,2.5999096525249334,6.899998952210401,2.3076699947233434,Iris-virginica
+75,6.7033905248601435,3.0,4.992131138461394,1.7011432013766115,Iris-versicolor
+76,4.4,3.2301524619449085,1.2932610353188765,0.20651890336806075,Iris-setosa
+77,6.002795729353249,3.389761917225065,4.504019714039654,1.6041399888455696,Iris-versicolor
+78,7.899998540018367,3.7748590951981646,6.375262239384147,2.023457822267751,Iris-virginica
+79,6.682869735869965,3.064804510879576,4.624374700077112,1.4945361402176356,Iris-versicolor
+80,5.3012096053011915,3.7095761222869146,1.5038623290933928,0.20113675205491596,Iris-setosa
+81,6.700679082730667,2.487437830976484,5.821083336637899,1.8001852156404845,Iris-virginica
+82,6.484297634752254,3.0,5.433492399996066,1.8089431568028234,Iris-virginica
+83,4.992995231067054,2.0,3.2523946470561165,0.9591712570426834,Iris-versicolor
+84,5.4971185548562715,3.0,4.508279060246941,1.5038962865344843,Iris-versicolor
+85,6.239251154051543,3.384975378443071,5.405362295457766,2.280375082308126,Iris-virginica
+86,6.710708386126583,3.2980068343447124,5.691741343446232,2.1072514152281765,Iris-virginica
+87,5.474634389198819,4.199999240149752,1.3655124795697615,0.19898455950573274,Iris-setosa
+88,7.328109787467541,2.9016082586787144,6.312953023930278,1.805580433158192,Iris-virginica
+89,6.021082913392538,2.896168662111791,4.525594529295161,1.503371881245752,Iris-versicolor
+90,6.698132900092415,3.0,4.994503920820029,1.7002128042484392,Iris-versicolor
+91,6.499616153460602,3.0,5.793222695637563,2.175861059242648,Iris-virginica
+92,5.431419694432097,3.906974735306732,1.3098148190271865,0.40496998378602134,Iris-setosa
+93,6.473632661784746,3.0,5.4194452693942665,1.8313338640988546,Iris-virginica
+94,4.603526328621759,3.6475978022626516,1.0000004743067745,0.20178240804376046,Iris-setosa
+95,5.497656381543312,4.199999277639561,1.4061158589719538,0.19592327108248248,Iris-setosa
+96,4.6118496032578635,3.1720111997431846,1.3900019306520328,0.20569565797516515,Iris-setosa
+97,6.210688328613448,2.217134020193663,4.490852886128084,1.4909214801617527,Iris-versicolor
+98,5.49360913373617,4.199999343211646,1.3831593545018122,0.20292241583993745,Iris-setosa
+99,4.604426756685893,3.1648818092666455,1.4100676627879176,0.2008083026627252,Iris-setosa
+100,5.823742440163224,2.807784961492857,5.14255345579834,2.387349663502266,Iris-virginica
+101,5.714795525669241,2.8670988728351228,4.129944430488648,1.2855959169017661,Iris-versicolor
+102,6.235609346161834,2.2004978586783364,4.49980931742033,1.4953686805710813,Iris-versicolor
+103,5.461758395990753,3.0,4.483851940410667,1.5018654314092281,Iris-versicolor
+104,5.486428895220266,4.199999272017187,1.3957530200955124,0.1924418237372575,Iris-setosa
+105,6.706306654180758,3.0,4.999575450648637,1.7004846815655925,Iris-versicolor
+106,7.577829247742852,3.0,6.583498317540873,2.1050133372359174,Iris-virginica
+107,4.58667911976834,3.658478495988675,1.0,0.20057681004917519,Iris-setosa
+108,4.900464355847286,3.091583684332978,1.4960387569953988,0.10000011639565255,Iris-setosa
+109,6.791183968773518,3.19243023615046,5.910946304526074,2.297581440346707,Iris-virginica
+110,6.385061509688656,2.887059836180468,4.293257229103146,1.2857877485252747,Iris-versicolor
+111,5.7918778688803725,2.8013033790142234,5.08702486499589,2.399511431555865,Iris-virginica
+112,6.17735197639287,2.195542959905837,4.507896765056745,1.5228563645545028,Iris-versicolor
+113,6.223572019310642,3.348427911951857,4.6689538476168675,1.618555388451416,Iris-versicolor
+114,5.650333733218466,2.5255569160182847,4.087005332169609,1.0540506738897515,Iris-versicolor
+115,5.979812427004698,2.177971618597588,3.9524659514469955,0.9580333271081478,Iris-versicolor
+116,7.719428084066982,2.5744199239807437,6.9,2.311921332266845,Iris-virginica
+117,6.290987188628541,2.8840641497223602,5.615172560687476,1.7989579403624796,Iris-virginica
+118,5.132548818597693,3.3151564861758858,1.6284372245579606,0.534828779632617,Iris-setosa
+119,4.5003024336607425,2.317292530717055,1.3128115931150297,0.29887202347796704,Iris-setosa

iris/tab_ddpm/4/15/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/tab_ddpm/4/15/train.csv

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

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/tab_ddpm/4/16/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,4.896469808375499,3.0,1.3859614524334565,0.19638282983094368,Iris-setosa
+1,5.535084270790133,3.0,4.494879876585563,1.5226868686033879,Iris-versicolor
+2,6.518894271703881,3.0,5.820306185009486,2.212063552935358,Iris-virginica
+3,6.5290393614550455,3.2019301176121817,4.66593907720893,1.5404031433508327,Iris-versicolor
+4,7.687801924894575,2.5542098110120497,6.9,2.2983459047831487,Iris-virginica
+5,5.786700713933973,2.7055386630716196,5.102033119824027,1.904252144152117,Iris-virginica
+6,6.686822233398719,3.1099851797262326,4.705952134197136,1.5078750354294668,Iris-versicolor
+7,5.949293416736655,2.185177296024038,4.012190347238179,1.0048642568198154,Iris-versicolor
+8,4.7994717272172105,3.0,1.3955903321114969,0.35322174772825216,Iris-setosa
+9,4.819422572498401,3.0,1.400948519284285,0.10000010693060855,Iris-setosa
+10,4.968724105219067,2.396692660808524,3.3207660779125643,0.9356753458543547,Iris-versicolor
+11,6.298190279184682,2.70260580310996,4.903729616010171,1.7896731927822915,Iris-virginica
+12,5.809411454968491,2.711861491958933,5.083761388983416,1.9023513936573004,Iris-virginica
+13,5.461167563668283,3.0,4.48712993389829,1.4900706186058092,Iris-versicolor
+14,5.463919588319751,2.3714896989936736,3.630379296362655,0.9073743917141499,Iris-versicolor
+15,5.234346492772346,3.4011156685576958,1.4039178481296173,0.19938553769956746,Iris-setosa
+16,5.586593172138578,3.0,3.9592595637853174,1.299585583240445,Iris-versicolor
+17,5.786912237858674,2.7197641732298345,5.1190578997364,2.00990830125552,Iris-virginica
+18,5.618223607543812,2.9026632255916023,3.7366489803613065,1.2987212424179229,Iris-versicolor
+19,4.7782760938441955,3.3986706841512664,1.6320170296282632,0.19922032023495478,Iris-setosa
+20,5.581906985102255,2.4620049987230024,3.7616535006366973,1.0855959063557032,Iris-versicolor
+21,5.0014010824993065,2.0,3.541842331226817,0.9563606929090269,Iris-versicolor
+22,5.012097168012462,3.3809064746093114,1.5839669516894945,0.4590594431561116,Iris-setosa
+23,5.799238139702339,2.705565682502566,5.104695057226924,1.8900550751476848,Iris-virginica
+24,5.318132881738962,3.7166764000268695,1.4979167663809474,0.2016595960384433,Iris-setosa
+25,6.264373834227036,2.277797544916111,4.398489934298383,1.3547533058581083,Iris-versicolor
+26,4.4,3.2078430397095654,1.2902599518308904,0.1994312371696051,Iris-setosa
+27,6.61894866566431,3.0,4.391923014350432,1.4033894385254462,Iris-versicolor
+28,4.925466887168714,3.0,1.4280605778952982,0.19564486053990338,Iris-setosa
+29,6.677177107960267,3.2612232296511894,5.695855162587133,2.1134514031401186,Iris-virginica
+30,5.90719808133418,3.0,5.103371110571708,1.8164597349505034,Iris-virginica
+31,4.781059362918076,3.3983942757874397,1.8259164895534998,0.2038959204956519,Iris-setosa
+32,4.4,3.217189765489706,1.2866125708443805,0.2018626063364698,Iris-setosa
+33,6.784948240995645,3.201874369050697,5.904461077255999,2.2878250600435917,Iris-virginica
+34,6.429413381338462,3.092648478469244,5.175160030493385,1.9178150245530479,Iris-virginica
+35,5.687361551913629,3.0,4.149835916119015,1.2059822375518752,Iris-versicolor
+36,6.6977793872619245,3.264157028822001,5.7138862820002405,2.4999993836601875,Iris-virginica
+37,4.588199302383122,3.6085938448529533,1.0,0.19802104253961783,Iris-setosa
+38,4.773968202221988,3.0,1.3941217898327412,0.1,Iris-setosa
+39,4.935378156971525,2.378365776571317,3.5559563923827415,1.0272044645196985,Iris-versicolor
+40,5.506954904830771,2.6020011990639786,4.408860131519771,1.202858409853607,Iris-versicolor
+41,5.638638262684025,2.8895005718107067,3.758537714920853,1.3002400828167568,Iris-versicolor
+42,6.514554838115883,3.0,5.763037743125284,2.2010864261076986,Iris-virginica
+43,6.219726486480755,3.386787993492637,5.426534407390738,2.2952972208306472,Iris-virginica
+44,7.724378215295988,2.54814298600717,6.9,2.327431979299294,Iris-virginica
+45,6.008304309015244,3.3991440702454723,4.526711772147483,1.6112300785571974,Iris-versicolor
+46,7.899998810963724,3.818347312708416,6.487878411764311,1.9818116705901907,Iris-virginica
+47,4.814285941562521,3.4043735969815976,1.6722652019366069,0.20100431107146882,Iris-setosa
+48,5.548493196958319,2.4376462529984746,3.807972016494226,1.054822504431349,Iris-versicolor
+49,5.116559187934618,3.282574762183451,1.689204796140989,0.5109706286012734,Iris-setosa
+50,7.683790325739458,2.8024418462115084,6.696682316246255,1.9845425508237997,Iris-virginica
+51,5.001567077295879,2.000000483835515,3.513087745767408,0.918167461777103,Iris-versicolor
+52,4.898534030695979,3.0,1.3929736231535952,0.19906922461666818,Iris-setosa
+53,6.2710906627024885,2.7198997867585666,4.913162584199839,1.7962652159326602,Iris-virginica
+54,5.569627478190864,2.4884911428874403,3.8246504880583454,1.0685882530902053,Iris-versicolor
+55,6.7151489598651155,3.0,5.014942941790432,1.7113406321264537,Iris-versicolor
+56,5.7724881010915565,2.8149716884403095,4.518689695897989,1.3124089161666141,Iris-versicolor
+57,5.978041305135536,3.4042894315505623,4.51860848807897,1.5936267200022363,Iris-versicolor
+58,6.693590031635452,3.2820281977073744,5.681677226101681,2.5,Iris-virginica
+59,5.879409431442044,3.0,5.121484932210826,1.8003310032242652,Iris-virginica
+60,6.516819776826282,3.1444867174928093,5.208923707607999,1.982001957850261,Iris-virginica
+61,5.51234218707163,2.43082279947487,3.7717600341421385,1.0231315027067824,Iris-versicolor
+62,5.914327048559032,3.0,5.092383471591127,1.8000515382769169,Iris-virginica
+63,5.792268019880446,2.701924095261466,5.0938877692027305,1.8846760547563484,Iris-virginica
+64,6.483540412079887,3.192996920294968,5.116063639351392,2.0533959139580698,Iris-virginica
+65,4.591622678961665,3.6042935126620392,1.000000406770833,0.19583303714902975,Iris-setosa
+66,5.111276687971334,3.486561761088717,1.3977062519971062,0.1979356036634855,Iris-setosa
+67,6.662336942002398,3.1156975486463043,4.708154485781858,1.483492708231937,Iris-versicolor
+68,6.319219237597176,2.7168299252432218,4.865620853676628,1.787296711893185,Iris-virginica
+69,6.707385678518397,2.529335311662786,5.869540879127983,1.790941062035097,Iris-virginica
+70,4.791255998925556,3.3978264793978115,1.6483647569595155,0.20207901386797747,Iris-setosa
+71,6.083246648505855,3.411557349290456,5.458026507023361,2.3022272314750474,Iris-virginica
+72,5.019465462690679,3.578363522403802,1.411878797219029,0.20067638936620702,Iris-setosa
+73,6.181566386151352,2.209465810559161,4.475673791971611,1.5092068869555368,Iris-versicolor
+74,5.584454477094717,2.5007949682710007,3.9064144769216513,1.1128606060721649,Iris-versicolor
+75,4.815896140426665,3.3997915206675673,1.811740959297178,0.20231876810611593,Iris-setosa
+76,5.852068662104206,2.798905400687681,5.124506040557837,2.3975033122517155,Iris-virginica
+77,5.370524276561557,3.640617692862268,1.518253777790501,0.20558803004477402,Iris-setosa
+78,7.718046166752504,2.6051784359200525,6.9,2.30020697494937,Iris-virginica
+79,5.804025573655455,2.6967357069535876,5.081560040372801,1.8729776138212924,Iris-virginica
+80,4.897296144873822,2.417790014135554,3.217485376748716,0.9978428916687294,Iris-versicolor
+81,6.581945428671898,3.0,4.411551229458677,1.4248850543727902,Iris-versicolor
+82,7.9,3.8321367226230074,6.3556247241250965,2.0096137341360882,Iris-virginica
+83,5.189801195408165,3.3964907769122696,1.401239678488438,0.1999762322748596,Iris-setosa
+84,5.410960064312177,3.903786562606544,1.2911983748880487,0.4360768920084544,Iris-setosa
+85,6.088479045827574,2.807915930827861,4.692195345905744,1.208042209724253,Iris-versicolor
+86,6.088575244840065,3.0,4.588412803452438,1.393747040214962,Iris-versicolor
+87,5.416689991174787,3.4065101715520294,1.506912929201959,0.4235892090786289,Iris-setosa
+88,5.889126177831468,3.0,5.098267658374395,1.8135347004289941,Iris-virginica
+89,4.624702332266602,3.5500744973133003,1.000000409385053,0.20499114340612445,Iris-setosa
+90,6.656444244039768,3.0116892304793463,4.525831818724282,1.4408441456763093,Iris-versicolor
+91,4.591062135389083,3.1910929011574205,1.3855925655680652,0.19989633708101012,Iris-setosa
+92,5.483055726701082,4.2,1.3914055505509948,0.19298020235931304,Iris-setosa
+93,5.640038325526439,3.0,4.186630149277275,1.2525231700460955,Iris-versicolor
+94,6.840116590511509,3.1952220259899513,5.928557863476476,2.304344248395522,Iris-virginica
+95,5.988871069986044,3.4116465035365913,4.51847316048688,1.626030572523783,Iris-versicolor
+96,7.272926944434718,2.894172250540251,6.273356657057883,1.7990175172559995,Iris-virginica
+97,5.631690248946345,2.7323707687628076,4.444936941191836,1.27017911724911,Iris-versicolor
+98,5.017115650620548,3.0,1.6302297118378417,0.19220225036718577,Iris-setosa
+99,4.806451275679127,3.40888325585928,1.5762184693159087,0.2018609745217024,Iris-setosa
+100,5.79669600974155,2.6837745955616654,5.091843474059926,1.891638294672211,Iris-virginica
+101,4.8626714929517405,3.0,1.4135782706828874,0.1,Iris-setosa
+102,6.201699037133719,2.2628332951593917,4.318528400207325,1.2026301313401293,Iris-versicolor
+103,4.991392551395696,3.0,1.6414702821228109,0.20058686612105564,Iris-setosa
+104,4.913985123549191,3.1012271083111043,1.4833321943913298,0.1,Iris-setosa
+105,6.693201957462433,3.0,4.979659409198351,1.7008422305424091,Iris-versicolor
+106,6.066191763205233,2.814726962530564,4.681018883037469,1.1932292389210657,Iris-versicolor
+107,5.936374848924003,3.201946159303004,4.776153807653876,1.7666200138012171,Iris-versicolor
+108,6.659016034685738,3.0075713014132885,4.516425453401278,1.4558710117476523,Iris-versicolor
+109,6.1041858097444415,3.0,4.601969101444363,1.412577121928468,Iris-versicolor
+110,6.464741071388276,3.0,5.520962597689661,1.8067949421763996,Iris-virginica
+111,5.614025725406491,2.795910080565229,4.464055327079213,1.2984337511392927,Iris-versicolor
+112,7.69150428430814,2.6058185993268044,6.9,2.3045358318485314,Iris-virginica
+113,6.161798224633807,3.407940504296189,5.445506251612671,2.3064413306005593,Iris-virginica
+114,4.4,3.193968884789463,1.309182822520998,0.19696608036539348,Iris-setosa
+115,5.643941963787272,3.7613740422091433,1.7678293555669813,0.34126757448466927,Iris-setosa
+116,4.609871235044135,3.195672454010771,1.4077927087382673,0.20051615987207622,Iris-setosa
+117,6.820722746818048,3.1951119418762417,5.9176881328155915,2.295083455517046,Iris-virginica
+118,5.566719558637916,3.0,4.02161550035206,1.3126344378874975,Iris-versicolor
+119,6.377128131157218,2.980239663428564,4.398197268299456,1.3584198957561981,Iris-versicolor

iris/tab_ddpm/4/16/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/tab_ddpm/4/16/train.csv

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

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/tab_ddpm/4/17/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.256953089168025,2.4505630125746527,3.711416670959188,1.0323003489559606,Iris-versicolor
+1,6.700771853409681,3.1108637804618615,4.728992340971066,1.5021858034432034,Iris-versicolor
+2,5.018701425767751,3.3901094441067987,1.5868897272203644,0.42209861891184897,Iris-setosa
+3,5.30366098932857,3.6593784270833543,1.4959863073541322,0.2023554289036498,Iris-setosa
+4,7.114930683163705,3.0,5.954318535848582,2.134624897976386,Iris-virginica
+5,4.600999345063402,3.603071815587005,1.0000006195936741,0.20173376368270934,Iris-setosa
+6,5.557526184118127,2.423952109071021,3.7549974017327914,1.0207236123638395,Iris-versicolor
+7,6.26343525480218,2.906793981957894,5.582527109639244,1.8081116211878763,Iris-virginica
+8,5.094354361965698,3.287999124196777,1.6711945328204436,0.4866594952043497,Iris-setosa
+9,6.295163980762199,2.8927727456807233,5.595360993217522,1.7999476140838881,Iris-virginica
+10,6.305804929215746,2.902898724756971,5.624833665037515,1.8047829955123533,Iris-virginica
+11,7.899998781306529,3.766192058843321,6.429180999968915,2.009451538301599,Iris-virginica
+12,6.3643744069253145,3.2638508581557204,4.721675875747468,1.5742716466631677,Iris-versicolor
+13,5.713832270387056,3.0,4.198976865070807,1.1762063453237563,Iris-versicolor
+14,6.503881169033491,3.0,5.471156452459283,1.8043398145450942,Iris-virginica
+15,4.8832224367136154,3.0,1.398512701912472,0.2022434844602692,Iris-setosa
+16,6.266346366954168,2.696816871947419,4.935054834438869,1.809019872091224,Iris-virginica
+17,5.784354593574007,2.795711899422778,5.095705591795166,2.410429873910265,Iris-virginica
+18,5.515559707678983,4.2,1.4072242906231371,0.20229228323612294,Iris-setosa
+19,5.628438351846584,2.9008658062156893,3.7444343788606234,1.301324152269434,Iris-versicolor
+20,7.71078461417261,2.6110963638815647,6.8999986978436985,2.3073994667606605,Iris-virginica
+21,5.809171557137657,2.806450851811232,5.1043763351281735,2.402654630002058,Iris-virginica
+22,5.0880242051830145,3.6813898997159917,1.4992019788350417,0.4235078308707466,Iris-setosa
+23,4.600270495473546,3.622370130823383,1.0000003820795824,0.20125941538010342,Iris-setosa
+24,5.497340502730654,4.199999139873464,1.3957335444632792,0.2015326741348953,Iris-setosa
+25,5.808236555487174,2.8023469577878157,5.110757413432931,2.39112026692639,Iris-virginica
+26,5.02190773626111,3.524601010942044,1.402405787806668,0.205849439827544,Iris-setosa
+27,4.400000527188797,3.1875387563925988,1.3098004095918094,0.200345364753532,Iris-setosa
+28,5.989499887999264,3.4029181346566584,4.48348577077348,1.5732410824330474,Iris-versicolor
+29,5.984909891693135,2.8778642344161818,4.524406517986841,1.479501433816878,Iris-versicolor
+30,5.413737293152746,3.406754513445957,1.5072322429473544,0.3852121306150956,Iris-setosa
+31,6.670395210025218,3.0,5.010273040497757,1.6985336010337821,Iris-versicolor
+32,5.199879146704562,3.5407153507796973,1.4511369210993719,0.2025277612767177,Iris-setosa
+33,5.633393123655472,2.965703901317652,3.9576104752557546,1.3110202956449797,Iris-versicolor
+34,4.9046976370752,3.0,1.4011154104431032,0.19951141627453525,Iris-setosa
+35,5.496584007477352,3.0,4.527472547540741,1.5119050287269602,Iris-versicolor
+36,5.685350897448492,3.781644917092733,1.5750487315290083,0.29312841958391506,Iris-setosa
+37,6.6973060141132805,3.107977204346834,4.683555744761281,1.5050605331357514,Iris-versicolor
+38,6.156977130200465,3.3486598405374823,4.583194239865747,1.5816079979243987,Iris-versicolor
+39,6.10732457448102,3.0,4.612529735200364,1.4081591881750855,Iris-versicolor
+40,7.070345926125504,3.0,5.864968253457119,2.123546233264303,Iris-virginica
+41,5.0903744732923215,3.2742962639277913,1.765900516412903,0.4628697747320333,Iris-setosa
+42,6.730221127267373,3.068797109862589,4.760237809434326,1.53425084718865,Iris-versicolor
+43,5.124547313538605,3.5031524065274784,1.3946817244595178,0.20357497538751926,Iris-setosa
+44,5.002895736492575,3.0,1.574859698937392,0.20139472172534764,Iris-setosa
+45,7.61024251319159,3.0,6.615594266103312,2.0848713566696957,Iris-virginica
+46,4.777744140013999,3.401208444492258,1.5671837513618492,0.20019189213303076,Iris-setosa
+47,6.262685874695194,2.3191347175190815,4.379602577442981,1.2802929109916905,Iris-versicolor
+48,4.896830244437443,3.0787774855673757,1.4993309753808333,0.1,Iris-setosa
+49,4.599895014443478,3.580263066223019,1.0000003899511598,0.2020464577275371,Iris-setosa
+50,6.32908140974149,3.276509159275579,4.680246741774275,1.5853300741017975,Iris-versicolor
+51,6.693890931465422,2.487662890676927,5.771925190169109,1.7980723104103045,Iris-virginica
+52,5.09256208761535,2.405149959558485,3.5020806022579234,0.9824778228108639,Iris-versicolor
+53,5.80425213384503,2.6963549190499005,4.011021662708352,0.9133723767102317,Iris-versicolor
+54,5.487997974820378,4.2,1.4054278484422242,0.1968284532959449,Iris-setosa
+55,5.97879250020111,3.0,4.580725342273897,1.4402395167417568,Iris-versicolor
+56,4.623225060374925,3.5860502466753608,1.0000004242918121,0.20583828070092344,Iris-setosa
+57,5.2560727312001,3.6702931076339307,1.4892501700812364,0.2005448940539488,Iris-setosa
+58,5.508529694599333,3.0,4.496650875289041,1.47438412569056,Iris-versicolor
+59,6.793181282965714,2.8118394949527716,4.782885343502637,1.4158334728062165,Iris-versicolor
+60,6.252595024056002,3.0,4.645444828644524,1.4737012268696006,Iris-versicolor
+61,6.249252586431662,2.863969145130278,4.427112967176839,1.2653903424596762,Iris-versicolor
+62,5.581005732076564,2.629151544737295,4.231462416325216,1.1322668869262127,Iris-versicolor
+63,6.689836700989899,3.1024001467697233,4.7011067182507515,1.507914208591816,Iris-versicolor
+64,4.497575305508112,2.3184309600275945,1.300687698923338,0.36562381759827883,Iris-setosa
+65,5.681773426489013,3.7673106898380495,1.635023159425394,0.307942361019567,Iris-setosa
+66,6.1813871633036905,2.198492008380435,4.481578862097731,1.4928462945408763,Iris-versicolor
+67,4.599861048401488,3.6326087950654418,1.000000397907889,0.19852807303352404,Iris-setosa
+68,6.887608536376106,3.120824381689276,5.073355105224752,2.302812113944751,Iris-virginica
+69,4.80069928994843,3.0,1.4028941306403138,0.35110589243071383,Iris-setosa
+70,6.283452960417166,2.6924092844305303,4.904769884233702,1.800697452850413,Iris-virginica
+71,5.192081900734026,3.7302115818647295,1.4901701821329743,0.39614293167782316,Iris-setosa
+72,6.698832196806111,3.2747440187414747,5.750847944467247,2.1132137071679185,Iris-virginica
+73,5.857801411352632,3.162923712663525,4.751369611144658,1.729139545169268,Iris-versicolor
+74,5.000522349840036,2.0,3.51766008908165,1.008684905147782,Iris-versicolor
+75,5.010357386142991,2.000000532753367,3.47248425795602,0.8976637106967891,Iris-versicolor
+76,4.900576414562626,3.0,1.4035149995342444,0.23640971530214377,Iris-setosa
+77,4.9087895625093845,3.0,1.4032452438632068,0.20057587867346047,Iris-setosa
+78,6.29381914796457,2.906193578244011,5.589662015423053,1.7889606440387762,Iris-virginica
+79,5.543843006617533,3.0,4.482894809047869,1.5015088549528568,Iris-versicolor
+80,7.2995584137117575,2.905489748986367,6.26242260434422,1.799367268011017,Iris-virginica
+81,5.446252333085707,3.0,4.498975134081594,1.5052186171303077,Iris-versicolor
+82,6.275605619509235,2.591769582495491,4.942154510909588,1.83152512505295,Iris-virginica
+83,5.993394260336293,3.387490712988807,4.525778238409895,1.5941259571406627,Iris-versicolor
+84,5.104847747910378,3.2962965998567033,1.6165767889752918,0.45127897093659075,Iris-setosa
+85,5.783824493240165,2.6882177836626466,5.129583144239325,1.9114589304393315,Iris-virginica
+86,5.424047514297179,3.0,4.4791170947864964,1.502876958467844,Iris-versicolor
+87,6.077310813711433,3.0,4.595437662420792,1.4096944072488795,Iris-versicolor
+88,7.9,3.76714588364119,6.447383552373325,2.007110301926135,Iris-virginica
+89,7.713582056603961,2.8028517055931093,6.703642059717752,1.9963895880577447,Iris-virginica
+90,4.598374313569511,3.2099863474076478,1.409379862185955,0.2022795519242737,Iris-setosa
+91,4.82695595339743,3.394067863976089,1.7783177974179494,0.2001860974739723,Iris-setosa
+92,5.673065713541973,3.0,4.162573239746665,1.2382173807448122,Iris-versicolor
+93,6.877406465122596,3.089396580944208,5.093348414860256,2.2947974401015463,Iris-virginica
+94,4.987390512830295,3.0,1.5707313953898956,0.19984727194906232,Iris-setosa
+95,5.03204864853913,3.585511105103332,1.391183813835539,0.20219100870526524,Iris-setosa
+96,6.354557340436188,2.8941700517825826,5.608421844683765,1.7981511967827588,Iris-virginica
+97,6.370892723391797,2.8867298098030063,4.311599078600147,1.2890151430812355,Iris-versicolor
+98,5.498853805207671,2.5890917961302438,4.363958511391014,1.184431896457562,Iris-versicolor
+99,6.307161235233799,2.507314118028679,5.0127190130736645,1.898684124293754,Iris-virginica
+100,6.681243448537288,3.331634128625149,5.737855006799434,2.5,Iris-virginica
+101,6.29834500791314,2.8757600944321213,5.585721193248293,1.8051561050110614,Iris-virginica
+102,5.519241349314208,4.199999072156737,1.388958578912007,0.20153656452924903,Iris-setosa
+103,7.718965773552928,2.7893234025867595,6.719325796828863,2.0137600549061325,Iris-virginica
+104,6.530543335504192,3.1991903763028184,5.172675277268136,2.0242589527789088,Iris-virginica
+105,5.796242838633899,2.800829950281979,5.1033336651988925,2.3979625955563657,Iris-virginica
+106,5.47139376096145,3.0,4.5202167171428345,1.5264053041039742,Iris-versicolor
+107,7.899998975379351,3.8062587378762798,6.382958647096731,2.0244342795167705,Iris-virginica
+108,5.539340586338024,3.0,4.526976311624109,1.5036907955868564,Iris-versicolor
+109,4.9085623137417755,2.3827446784160062,3.317223937051136,1.0082908863727666,Iris-versicolor
+110,5.80227766697249,2.7026219534989515,5.096727217287283,1.9007413565153708,Iris-virginica
+111,4.585992872615865,3.6217165654781818,1.0000003767229744,0.1998476679632467,Iris-setosa
+112,6.699559510431504,3.285911977879658,5.719781156077204,2.143682168821716,Iris-virginica
+113,5.434717511834385,3.0,4.500752888067957,1.503346755620231,Iris-versicolor
+114,6.264826272103361,3.287240937544999,4.706857314301248,1.5910551909914603,Iris-versicolor
+115,5.3691647186312625,3.400699576786866,1.515362168143449,0.41803177014458265,Iris-setosa
+116,5.788702059940255,2.7075409345178434,5.09044352005283,1.8869403674640455,Iris-virginica
+117,5.702450676052591,3.0,4.179545520037533,1.2387583842339651,Iris-versicolor
+118,6.812705722155467,3.200337944514116,5.888878023185874,2.309820384915429,Iris-virginica
+119,6.291411295912079,3.3077353241033216,4.684514341406731,1.580621706350435,Iris-versicolor

iris/tab_ddpm/4/17/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/tab_ddpm/4/17/train.csv

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

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/tab_ddpm/4/18/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,7.720101935144498,2.582742731449443,6.899999009761644,2.3049255609628645,Iris-virginica
+1,4.8069721183089325,3.398944741962275,1.6231140742305916,0.19783758990774353,Iris-setosa
+2,5.711174897126429,2.9017564504886195,4.243600802690025,1.2974239872665434,Iris-versicolor
+3,6.713311464212626,3.090813505116361,4.69160911198114,1.4732007508735938,Iris-versicolor
+4,5.5356617713799245,2.4313294651899655,3.750525817457734,1.038900678121764,Iris-versicolor
+5,5.18883180663454,3.3859234100036977,1.3960304428815447,0.20083634066102818,Iris-setosa
+6,5.68430108785281,3.803220665696411,1.6101099154935132,0.29769055199946026,Iris-setosa
+7,5.19637470117752,3.3976875777261406,1.4126840614689427,0.1997171093099116,Iris-setosa
+8,4.812043063478336,3.4097574754009936,1.7897248694254548,0.20013576807517686,Iris-setosa
+9,6.539963091283086,3.19546636766201,5.186007551258555,2.0067699543393713,Iris-virginica
+10,6.994518345641231,3.181754832009317,5.948575044451796,2.2943990628707156,Iris-virginica
+11,5.283758606398071,3.4326615744295457,1.468974663264888,0.20798933096204675,Iris-setosa
+12,6.448510022473972,2.938574179223318,4.322565403694239,1.3258222289294586,Iris-versicolor
+13,5.644017907471872,3.0,4.144817575664647,1.25221105630552,Iris-versicolor
+14,6.197396204788989,2.1925854602684662,4.470479280675101,1.485800699176794,Iris-versicolor
+15,6.503605318818003,3.0,5.796104640353013,2.227371669035611,Iris-virginica
+16,7.70722314241618,2.8063914578208893,6.717949697461294,1.989288134105737,Iris-virginica
+17,6.198137501493835,2.238243329570836,4.42851483125084,1.4132073450692233,Iris-versicolor
+18,6.7899601443971065,3.2016951115918624,5.896301376196804,2.2917063969726885,Iris-virginica
+19,7.1641004549522185,3.0,5.851006724063711,2.153407922846924,Iris-virginica
+20,6.299249772630619,2.56615016935849,4.949785127560624,1.8474184976640868,Iris-virginica
+21,6.668798452378922,3.3183993597746584,5.646843899014337,2.1000620111354955,Iris-virginica
+22,6.705358520754933,3.2845475963945865,5.658658700285285,2.499999501609639,Iris-virginica
+23,5.41725795736996,3.8941177057273424,1.2976690321446107,0.4057816632156991,Iris-setosa
+24,4.901929953305554,3.0,1.4031713453113457,0.20062550231128218,Iris-setosa
+25,6.504689688672168,2.9699880101315026,4.321282613934366,1.3446211088115256,Iris-versicolor
+26,5.394837278093887,3.391011960219286,1.4989604560632124,0.4034080524984294,Iris-setosa
+27,4.800775469853196,3.4037896734872137,1.7134583022525944,0.1997787571205823,Iris-setosa
+28,6.490905672154623,3.0,5.786436079375832,2.189329355678429,Iris-virginica
+29,7.716279424478114,2.8137757968734127,6.712538808763853,2.004159142777769,Iris-virginica
+30,6.934650366711894,3.1118898885607496,5.102164140649962,2.299212670771509,Iris-virginica
+31,6.671434353037084,3.305862665726423,5.727352354550842,2.5,Iris-virginica
+32,5.922445637732418,3.1993312125583864,4.791366994482942,1.794694867041083,Iris-versicolor
+33,6.21708470449389,2.2063503940149602,4.500954783154046,1.5056236513182952,Iris-versicolor
+34,5.621049945768911,3.0,4.147400322763278,1.2686019633201895,Iris-versicolor
+35,5.5202004348269815,2.6180740077982074,4.432061311888011,1.2100589594046403,Iris-versicolor
+36,6.612403769075358,3.2520533426640643,5.362911453946113,2.089613633111204,Iris-virginica
+37,6.717346060542927,3.0,4.972638387050886,1.6720601456709898,Iris-versicolor
+38,4.799158533370847,3.4024962132663825,1.8745409134402578,0.20160563190775516,Iris-setosa
+39,4.896710172561105,2.4045957374880955,3.2927725258284943,1.0009150235356787,Iris-versicolor
+40,4.8107666709368075,3.392342779996288,1.966564101491206,0.20174661159578292,Iris-setosa
+41,6.352046775793404,2.929342628114029,5.603069818156631,1.8080738161280592,Iris-virginica
+42,6.24221760953312,3.382000800635045,5.406557902429477,2.283498122592292,Iris-virginica
+43,4.641719759917563,3.2485532901639065,1.4142189876845734,0.19724564097308506,Iris-setosa
+44,6.496098786272629,3.0,5.4572798987595625,1.798592517780593,Iris-virginica
+45,4.79779991979344,3.3969096063354147,1.7499495476336115,0.19858980132348328,Iris-setosa
+46,5.697345761691902,3.0,4.1737578207104855,1.184529737229361,Iris-versicolor
+47,4.790955528201132,3.0,1.4036293926003476,0.29785149300629327,Iris-setosa
+48,4.613745762193502,3.2137297510964338,1.424707338773688,0.1993185313629246,Iris-setosa
+49,6.697808066744502,3.0947483924141106,4.697991436549068,1.5057953073086154,Iris-versicolor
+50,6.227677947137395,2.2154000470039605,4.512466011897621,1.4834276560913242,Iris-versicolor
+51,4.995633210893028,3.0,1.582211056268017,0.19903392696361777,Iris-setosa
+52,5.128881680504638,3.695268715838554,1.5187178004566646,0.4304741735467846,Iris-setosa
+53,4.6054402893284205,3.611676426929504,1.0,0.2035509110849026,Iris-setosa
+54,4.976678527936031,2.0,3.5216718018026887,1.016971327007291,Iris-versicolor
+55,5.563878627874912,2.99601397509333,3.8906796703647353,1.3106681690085333,Iris-versicolor
+56,6.810456605888091,2.80724305461018,4.790633877756232,1.3988856300735584,Iris-versicolor
+57,6.392553704481643,2.8979997886996807,4.29022167965432,1.3077665791272648,Iris-versicolor
+58,4.59957953757732,3.638157797611172,1.0,0.19797397773947806,Iris-setosa
+59,4.997281573867099,3.638365118339038,1.4105875119308007,0.19902122545875717,Iris-setosa
+60,6.802717161971307,2.8049653060749775,4.800559886964204,1.3939780116405425,Iris-versicolor
+61,6.110032327502941,3.0,4.588972319970148,1.3931700539832292,Iris-versicolor
+62,5.243010216744993,3.406748394897651,1.4201461786743,0.19965183040442608,Iris-setosa
+63,7.713177683872183,2.6101580422497963,6.9,2.3025062114494648,Iris-virginica
+64,4.9996891107817,3.0,1.5750129535478434,0.20216984618079176,Iris-setosa
+65,4.80194574859692,3.0,1.4054204301451154,0.10000009356532884,Iris-setosa
+66,4.400000442503725,3.209710521047879,1.3003433342746853,0.20325678428579452,Iris-setosa
+67,6.537292887485398,2.995357757664903,4.370495193230413,1.381813202873628,Iris-versicolor
+68,6.812182687217229,3.171390375471484,5.895373883907253,2.3041814488052164,Iris-virginica
+69,5.097408769794572,3.7009219202163917,1.4876207420850438,0.38870496676293365,Iris-setosa
+70,6.613937277215596,2.546586723383928,5.627435688890375,1.7999618590291295,Iris-virginica
+71,6.703390958769829,3.0,5.00338453029034,1.706531007862523,Iris-versicolor
+72,6.687715560338684,2.497533493195836,5.839914410273223,1.7768623920630011,Iris-virginica
+73,6.451600831008535,2.9233877754655104,4.327140285793731,1.31962441170938,Iris-versicolor
+74,5.7938539004344785,2.7195325673336117,5.091397708269356,1.8952437698888336,Iris-virginica
+75,7.685776125914397,2.8047815811314964,6.7141176586407045,2.002281307283586,Iris-virginica
+76,6.814594983552185,3.1940529296804216,5.838394927655256,2.294179210109785,Iris-virginica
+77,7.706576753220233,2.7979723293669068,6.69716735518996,2.013527135125991,Iris-virginica
+78,5.375374060075692,3.3918352227005495,1.4817675868240001,0.3039089248762573,Iris-setosa
+79,5.888782216352477,3.0,5.082690804709176,1.7894007428302758,Iris-virginica
+80,6.012379331552222,2.1991594961719776,4.0688978778182205,1.0011857852200554,Iris-versicolor
+81,4.400000606464803,3.1878519336011553,1.2661429624091913,0.19776136869589755,Iris-setosa
+82,5.88178684483941,3.0,5.096953152375014,1.800447343816941,Iris-virginica
+83,6.696700221878765,2.4945627472273566,5.902809872881717,1.8027838158138438,Iris-virginica
+84,5.5408054653590435,2.6616030413925693,4.438334247726091,1.2557213926366868,Iris-versicolor
+85,5.643732839341484,2.9030757241490286,4.125615774743984,1.2918503976446947,Iris-versicolor
+86,4.615151826075938,3.651744626773444,1.0,0.19459273909462682,Iris-setosa
+87,5.891457692665914,3.0,5.090846389833748,1.8161216492937529,Iris-virginica
+88,6.725120645597849,3.2767740002351844,5.767571610332329,2.1023793836204865,Iris-virginica
+89,4.850078637077258,3.0212988787137434,1.4629161142775604,0.10000009255019648,Iris-setosa
+90,5.778338107906628,2.6675888452067045,4.028215671835345,1.0062162988577221,Iris-versicolor
+91,5.789797212716254,2.709267757848181,4.148992596198238,1.0366039533320306,Iris-versicolor
+92,5.103633743679157,3.4927686728613923,1.4053055021663998,0.19790159760037948,Iris-setosa
+93,4.8026826392348125,3.404421284114964,1.6547139403285518,0.19619907099005157,Iris-setosa
+94,5.17938031485343,3.4034848267571047,1.4055983508120793,0.1999269080077621,Iris-setosa
+95,5.721632055742946,2.76252585729129,4.258789100310597,1.1851135488448947,Iris-versicolor
+96,5.808516570489957,2.7149943917945976,4.125322989722018,0.9799797966442239,Iris-versicolor
+97,4.5046844678237505,2.2863140224706453,1.29836042591767,0.296941570658016,Iris-setosa
+98,5.707468211516915,3.0,4.200127601609255,1.1969715124222555,Iris-versicolor
+99,4.490549798164836,2.272571610600506,1.2862626263845587,0.2904233931683358,Iris-setosa
+100,4.8935158064967865,3.110768258556573,1.4828469289912096,0.10000009826962679,Iris-setosa
+101,4.992705678301526,2.0,3.3900909467200053,0.971493766563583,Iris-versicolor
+102,5.78132554267135,2.7903324508787057,5.098063225802463,2.3897723606978865,Iris-virginica
+103,5.791742478995513,2.6927887890354354,5.097392757488542,1.904616654243777,Iris-virginica
+104,5.953727887972474,3.0,5.204831996735776,1.8049208236437522,Iris-virginica
+105,5.782978610023475,2.6939642739348035,4.091881550024395,0.9410777770255729,Iris-versicolor
+106,5.668444060651325,3.0,4.182974069496734,1.2035536482216054,Iris-versicolor
+107,5.837191357883132,2.708906117342696,5.102554224882019,1.9131842809186033,Iris-virginica
+108,5.1017936054910065,3.7072118317658496,1.5022039880347866,0.42451744937354013,Iris-setosa
+109,6.7204448167794855,3.0,5.01479464632475,1.7145708534990112,Iris-versicolor
+110,4.4,3.2207653208243667,1.2809931660220295,0.20124914503141028,Iris-setosa
+111,5.795976572406538,2.695380134928492,5.106597769171258,1.8907355376597716,Iris-virginica
+112,4.811200787757799,3.0,1.3927794198076189,0.1,Iris-setosa
+113,5.8725727318065015,3.0,5.090538540846497,1.8041836170399759,Iris-virginica
+114,7.29004410661936,2.8900253459610488,6.267483979242777,1.7966572069063156,Iris-virginica
+115,5.8050872412691,2.7065762869782777,5.1014695786684205,1.8946178563436127,Iris-virginica
+116,5.8058764203519075,2.692434840818408,4.167778934604787,1.0142127633590747,Iris-versicolor
+117,4.792360741329958,3.3879169197095065,1.8743878188460763,0.20008557302650512,Iris-setosa
+118,5.796996429600864,2.6966264941708293,5.109765452025291,1.9067306892767066,Iris-virginica
+119,5.080931695524239,3.496438550030593,1.3959898506589292,0.19874100429520897,Iris-setosa

iris/tab_ddpm/4/18/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/tab_ddpm/4/18/train.csv

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

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/tab_ddpm/4/19/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.935225399358947,3.0,5.129008334958391,1.7988925249090426,Iris-virginica
+1,5.415699786688775,3.911558164057082,1.2825006475280918,0.42092621915062384,Iris-setosa
+2,7.7048791711408375,2.7936624394105083,6.70134114744008,2.0003871895719425,Iris-virginica
+3,5.892697572286685,3.0,5.105271368860233,1.797655121767745,Iris-virginica
+4,6.489753622552836,3.0,5.785156813253993,2.206157261011707,Iris-virginica
+5,6.469938503415848,3.0,5.512019601022976,1.8056002456594922,Iris-virginica
+6,4.951652914053909,3.0,1.5506639088084486,0.2089398549814403,Iris-setosa
+7,6.287998403183024,2.899989983355399,5.5752501217519095,1.8085409055768171,Iris-virginica
+8,6.785684503132353,2.805429233940931,4.8316434025483295,1.4035737455878714,Iris-versicolor
+9,6.310916012294281,2.899132900151806,5.621132110604651,1.79857435109973,Iris-virginica
+10,4.900922950942705,3.090113915332788,1.5139728408136919,0.10000009403935667,Iris-setosa
+11,6.016354503440795,3.400448876193309,4.492290415610381,1.6035346430483663,Iris-versicolor
+12,4.819286125758531,3.0,1.3929473182171894,0.1000001090888062,Iris-setosa
+13,6.720573371074193,3.0,4.990632037497743,1.6865802629829223,Iris-versicolor
+14,7.726791162928877,2.599732039691533,6.9,2.3118741406995893,Iris-virginica
+15,5.154968148049282,3.608725349369286,1.427648704040822,0.1990481461769803,Iris-setosa
+16,6.129094037527814,3.0,4.607537143056946,1.413560792007518,Iris-versicolor
+17,5.773544502589688,2.695618097421267,5.095332671590688,1.8973115258464068,Iris-virginica
+18,6.408268000161158,2.8933414789836616,4.323873117058196,1.3001199853353025,Iris-versicolor
+19,5.945133287659734,3.0,5.1473379839137685,1.7989595755618597,Iris-virginica
+20,5.78384508384011,2.715465484483974,5.109120701319988,1.8957639143396148,Iris-virginica
+21,6.264839270341632,2.9058286933020594,5.584249430181775,1.798767720000634,Iris-virginica
+22,5.529030659121778,4.199999262643147,1.406241957681461,0.19973591743157829,Iris-setosa
+23,4.9024501208412605,3.0,1.4005428206478232,0.19709069623332331,Iris-setosa
+24,7.697776738228703,2.805657363810744,6.7090818284442895,1.9847183825495678,Iris-virginica
+25,7.282983685161145,2.906185903686905,6.236121520174506,1.8010331335018102,Iris-virginica
+26,6.6939589694191355,3.313081631668694,5.683456373697917,2.4999996353248823,Iris-virginica
+27,5.697318560385393,2.9022937851925596,4.1775361122061785,1.2975303917658525,Iris-versicolor
+28,5.814420449181778,2.6937779781669606,4.0478558675647065,1.006173993331991,Iris-versicolor
+29,6.687243282339837,3.309530536133901,5.70479183387866,2.5,Iris-virginica
+30,5.418107970715488,3.0,4.46956861090897,1.5212067161178036,Iris-versicolor
+31,7.673429030818123,2.6114747651605845,6.899998904306283,2.292015194568872,Iris-virginica
+32,6.301988954928639,2.5196059882613833,4.986848859287737,1.8862927575620125,Iris-virginica
+33,4.605890544761271,3.607835482746839,1.0,0.19997438964014586,Iris-setosa
+34,6.156240742008969,3.0,4.600816294364203,1.3961267854658743,Iris-versicolor
+35,5.512179564570196,2.425831303078775,3.727591957337089,1.0101078039451021,Iris-versicolor
+36,6.78535271999222,3.1473720287169678,5.6495406590379185,2.2568036115782495,Iris-virginica
+37,5.0340835290016415,3.541575016376053,1.4004177153315542,0.20100972243933649,Iris-setosa
+38,6.483892708050856,3.0,5.549261027237714,1.8012261856951592,Iris-virginica
+39,5.451618660822841,3.8547284839635827,1.3754116600360107,0.3503092782098753,Iris-setosa
+40,5.689476107915967,2.793419916644621,4.50468190406725,1.3013795713066554,Iris-versicolor
+41,6.189293331872445,3.3894189195612996,5.436781165268614,2.2983050903319744,Iris-virginica
+42,5.095772091824206,3.5352168593557147,1.4020528038707236,0.2090808526033591,Iris-setosa
+43,6.026847366026204,3.4013805139485953,4.50667597282553,1.6030533138920962,Iris-versicolor
+44,5.6843883489201765,3.0,4.525349903306952,1.5223894693730127,Iris-versicolor
+45,5.411164141877464,3.4092432931235344,1.6958295884797607,0.20060187326969267,Iris-setosa
+46,4.4000004519289835,3.1870840702244814,1.311702884319086,0.19708342303419207,Iris-setosa
+47,5.223440935187713,3.4010288811940033,1.4011546796802226,0.19821076251787142,Iris-setosa
+48,4.800994143852444,3.3976514424372457,1.821326992257185,0.2007874233203358,Iris-setosa
+49,5.706598527248703,2.8865605463601742,4.13834296478043,1.2886279995643586,Iris-versicolor
+50,7.707050943304471,2.618153649253963,6.899998772983975,2.3371215115586605,Iris-virginica
+51,7.0959127968760125,3.0,5.9079948480441224,2.0784671726932085,Iris-virginica
+52,5.403768942510105,3.3929451692018744,1.5094186940495664,0.4528623275996312,Iris-setosa
+53,5.509411730905067,3.0,4.486181081076217,1.4942747865753168,Iris-versicolor
+54,6.819641924404236,2.7922935400993087,4.806689160428181,1.3979430431564508,Iris-versicolor
+55,6.720151452399702,2.5019479212449482,5.797923628496038,1.7995315600167734,Iris-virginica
+56,4.499271163267035,2.311613714893153,1.2898579476340895,0.3313892935730023,Iris-setosa
+57,6.069742261900755,3.0,4.588301898681159,1.4012985974048717,Iris-versicolor
+58,5.532462098974537,2.6169118148782786,4.407377325176167,1.2307107847732515,Iris-versicolor
+59,4.784609961512686,3.3846411921317836,1.9448307469631718,0.19833469755183408,Iris-setosa
+60,6.383617265840041,2.8901526133784095,4.295891226436502,1.2949140009451994,Iris-versicolor
+61,7.9,3.83684897432589,6.426714502992469,2.0262972479306613,Iris-virginica
+62,6.279209664208294,3.3218209834439896,4.690692225449159,1.6009711640371547,Iris-versicolor
+63,5.0883228421001006,3.4939579823901186,1.393304935623319,0.19950735126630867,Iris-setosa
+64,7.092830549636801,3.0,5.909302264616341,2.107662298247756,Iris-virginica
+65,7.9,3.7126542627244863,6.3957071042118745,2.0171782842607784,Iris-virginica
+66,4.902275893224158,2.3843804845082666,3.315671302451362,0.9416604764070122,Iris-versicolor
+67,5.098141886252359,3.4862203034183192,1.4006579746585641,0.19992719657748423,Iris-setosa
+68,6.689451372154667,3.0,4.99011550378763,1.720026084983628,Iris-versicolor
+69,5.855056404850611,2.912909580507372,4.490776191945452,1.4691569423071384,Iris-versicolor
+70,6.899759612516465,3.104803210417906,5.082451810255226,2.3019916039742756,Iris-virginica
+71,6.308596815609354,2.4577461693868967,4.999270426803642,1.9108684273629721,Iris-virginica
+72,5.487281823360308,4.2,1.4065172577398932,0.19835727378122633,Iris-setosa
+73,7.633788832692896,3.0,6.626429662150121,2.101931334314295,Iris-virginica
+74,7.70656504745242,2.7982073999329478,6.685857986133801,1.9905315489255946,Iris-virginica
+75,4.890119806701032,2.3930290551372853,3.2455190840438464,1.0013392014550626,Iris-versicolor
+76,5.6722479358606295,3.0,4.198275007274344,1.2529409727514151,Iris-versicolor
+77,7.299588358371352,2.8982061292837455,6.27545744484074,1.7978658293323853,Iris-virginica
+78,5.583230321855432,3.0,4.101422437620805,1.3014299284877842,Iris-versicolor
+79,5.696393543095893,2.8875927833990582,4.157041476394095,1.2912050283602867,Iris-versicolor
+80,5.766281786370315,2.816947934235583,4.493177035246374,1.3298094794131945,Iris-versicolor
+81,6.29379603526465,3.3001826659275992,4.694962838089322,1.611997075943876,Iris-versicolor
+82,4.99596274857462,3.0,1.6799880436322037,0.20144565825945318,Iris-setosa
+83,5.39174683697136,2.3916736666685177,3.590391462092061,0.923564539106843,Iris-versicolor
+84,6.003755453557525,2.9064730911623347,4.527423379525297,1.4688926682092156,Iris-versicolor
+85,4.609123914431693,3.5925715336177255,1.0000004370056637,0.20283770073957058,Iris-setosa
+86,5.393342406751079,3.4031314306197022,1.6445073230147769,0.2067016347140542,Iris-setosa
+87,5.006297171941925,2.0000005473938898,3.560098557052301,1.0005365984921324,Iris-versicolor
+88,6.076790986005351,3.0,4.579402285674211,1.4434315672182465,Iris-versicolor
+89,5.733368696830612,2.5929090706653213,4.035924618127536,1.0391897233903513,Iris-versicolor
+90,6.703851518488343,3.308336125783476,5.708109278798875,2.5,Iris-virginica
+91,4.994804000003562,3.413138836166528,1.5744696510785365,0.4484195919224708,Iris-setosa
+92,5.5342723464087955,3.0,4.511788088253998,1.48091766000868,Iris-versicolor
+93,5.621900158232894,2.672308576515118,4.408182786232207,1.2394191223347553,Iris-versicolor
+94,6.832915139081945,3.207533878435886,5.86256681341323,2.3075535262679425,Iris-virginica
+95,6.696491988437905,3.1094483547532623,4.666877005663825,1.4856334494865435,Iris-versicolor
+96,5.7800383520553655,2.7072591739414804,5.100809089458101,1.8909559293998601,Iris-virginica
+97,4.59080569891534,3.591831152260789,1.0,0.20226345946362514,Iris-setosa
+98,5.981012757197026,2.208830021319003,3.975477195233271,1.0034118080172527,Iris-versicolor
+99,4.891387397927998,3.0771757355459703,1.4966371500296902,0.1,Iris-setosa
+100,5.079513474339128,3.534214149201639,1.398372954291591,0.19969548780268215,Iris-setosa
+101,5.924608053210026,2.8600123110547777,4.506338270213938,1.4556752662548893,Iris-versicolor
+102,5.301044513115224,3.729120368890708,1.5123164547659258,0.2015550029096263,Iris-setosa
+103,5.978268635047931,2.21222810676618,3.989077278173422,0.9343734448734209,Iris-versicolor
+104,5.544918631289535,4.2,1.3978095853372359,0.20502882631897,Iris-setosa
+105,5.979734627123241,3.4084345029776713,4.453875075933958,1.6075657320962253,Iris-versicolor
+106,5.088560372057003,3.697750637184208,1.4983907919746624,0.4007933914614098,Iris-setosa
+107,7.6026914908871985,3.0,6.598460798598038,2.090950989888254,Iris-virginica
+108,7.30841816381718,2.895218208991898,6.3098965193446555,1.8018175554211142,Iris-virginica
+109,4.980038092673293,2.0,3.4439986048066844,0.9278708189464568,Iris-versicolor
+110,4.400000723027516,3.209195956613777,1.2842906229401623,0.20199980391119818,Iris-setosa
+111,5.3773485819078655,3.3997316196530454,1.5773253340091413,0.19939498794815977,Iris-setosa
+112,7.175674279397203,3.0,6.02646787712774,2.0976498546844726,Iris-virginica
+113,5.006277555823919,2.0,3.4368834603497267,1.0066860013080743,Iris-versicolor
+114,5.484315292540768,4.2,1.3970615398647677,0.20028176015586485,Iris-setosa
+115,7.9,3.775116996694082,6.382744066460218,2.004065652896407,Iris-virginica
+116,5.975743089320154,2.897772314024704,4.499923246047184,1.5036968601842733,Iris-versicolor
+117,7.693198735569819,2.7982583091069784,6.695032210450039,1.989483149679805,Iris-virginica
+118,4.6024589826373115,3.197173530190339,1.4006309715574758,0.200282957636394,Iris-setosa
+119,4.797774318038577,3.0,1.395783858405716,0.2972869423562421,Iris-setosa

iris/tab_ddpm/4/19/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/tab_ddpm/4/19/train.csv

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

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/tab_ddpm/4/2/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.2958374934871895,2.7090158185237048,4.889530934134433,1.8048889237286623,Iris-virginica
+1,4.599297811722395,3.646552585114219,1.0,0.20377226429483022,Iris-setosa
+2,6.538987114313838,3.0,5.520965893150552,1.8055016542321076,Iris-virginica
+3,6.843022500733235,2.795511425706002,4.783772681528368,1.3926008011605402,Iris-versicolor
+4,6.193739066843003,3.392607827862447,5.4457123246480155,2.2895069108145254,Iris-virginica
+5,5.016342364260028,2.000000619299248,3.5178286626522928,1.0069680977995032,Iris-versicolor
+6,4.986841700270743,3.0,1.5606798556549946,0.19877039859097623,Iris-setosa
+7,4.797019205434128,3.3818856184919293,1.567057392782039,0.19888043450173726,Iris-setosa
+8,5.5064016133076255,3.0,4.474332017082734,1.4810003059954138,Iris-versicolor
+9,5.612092011746747,3.0,4.528545034905603,1.543868939435423,Iris-versicolor
+10,5.54451170747691,4.1999990724749185,1.4070376555335307,0.20348705001504339,Iris-setosa
+11,5.808201530432173,2.7148626816846915,4.140257574655425,0.9727749416619624,Iris-versicolor
+12,5.022170187010547,2.000000546693167,3.4857515609393714,1.0213884382473801,Iris-versicolor
+13,6.311717499480064,2.905301504483938,5.580881951756682,1.8018549872510943,Iris-virginica
+14,5.788537225975384,2.6955870904436554,5.087150068856303,1.911098822043175,Iris-virginica
+15,5.710838017833315,2.8900993619770423,4.208913573817494,1.3013320443991654,Iris-versicolor
+16,6.2906263277340715,2.683331867593217,4.924545389660026,1.8033458983437523,Iris-virginica
+17,5.293545206723726,3.678799186646729,1.489679806751222,0.19916039644419778,Iris-setosa
+18,7.718894318726038,2.603141291383753,6.9,2.305530746042287,Iris-virginica
+19,5.051607403278607,3.35676901981522,1.708769762572807,0.49647480598411786,Iris-setosa
+20,7.7299591914365084,2.5966694138933635,6.9,2.302363122637272,Iris-virginica
+21,5.794072122043698,2.7084889270328993,5.0925497672821844,1.9095223196755073,Iris-virginica
+22,5.804648364568498,2.6944218819356376,5.091473803381151,1.910874915732099,Iris-virginica
+23,6.200198205881959,3.3853778911355485,5.401675606162403,2.3047964370050518,Iris-virginica
+24,5.585302938951227,2.5274412546857574,3.8761470245561505,1.1094107068753174,Iris-versicolor
+25,4.985957522439628,3.424878055905292,1.6605950769248392,0.3641480773299061,Iris-setosa
+26,7.704917979935768,2.796509486061757,6.696644303620981,2.016193864833525,Iris-virginica
+27,4.803264083771569,3.395844317925289,2.0508153682557846,0.20168783072933025,Iris-setosa
+28,5.09379285503175,3.6830092776897967,1.499980681303034,0.41267932743905533,Iris-setosa
+29,5.531866201686731,3.0,4.505244880132348,1.4969786964697558,Iris-versicolor
+30,4.4000004442209075,3.215879888640048,1.2912450934393083,0.19035566636858375,Iris-setosa
+31,5.484257651452818,4.199999337726667,1.3730346163819087,0.2008182678143145,Iris-setosa
+32,6.001757033349924,2.206661026112722,4.033675468823033,0.9869308565347521,Iris-versicolor
+33,4.894163689139264,2.4217314300940975,3.3289261261799883,1.005907806563072,Iris-versicolor
+34,7.707156558618385,2.5846159724708353,6.9,2.2962335112239547,Iris-virginica
+35,5.638098571237343,2.9206388368538883,3.7255415580372393,1.307855528751628,Iris-versicolor
+36,4.906308182157594,2.3895345499267537,3.3079867991712195,0.9973426721526977,Iris-versicolor
+37,7.9,3.798810985863551,6.3994410186251525,2.0169731587902575,Iris-virginica
+38,6.702880950958067,3.1032602440765498,4.692729012260037,1.4825780863678866,Iris-versicolor
+39,5.0956541531040385,3.3038857031265194,1.5966514221001848,0.4632040061901251,Iris-setosa
+40,5.535499074126468,3.0,4.42183498615925,1.450684796140549,Iris-versicolor
+41,5.508714407377412,4.2,1.4045556206070198,0.19569860071376355,Iris-setosa
+42,7.57861218557962,3.0,6.573759789776322,2.085337087975794,Iris-virginica
+43,6.299107635911013,3.2973182223026405,4.696196727608912,1.5919713041830326,Iris-versicolor
+44,5.651912304675963,2.892345768493156,3.816959229480135,1.3064297946161887,Iris-versicolor
+45,4.90661634892432,2.417572986176965,3.415065157217783,1.0171164351789188,Iris-versicolor
+46,5.965435294972875,2.8581402857944602,4.523027673187445,1.470739026140558,Iris-versicolor
+47,6.289370178142267,3.308979930685763,4.696209656099434,1.6487422104587668,Iris-versicolor
+48,6.214073532712869,3.3990798761023377,5.442107813142112,2.2937389267645707,Iris-virginica
+49,4.792844515542134,3.0,1.4009441951518438,0.29950735358759156,Iris-setosa
+50,5.712848035078133,2.795734197166166,4.396386949796729,1.29179337785772,Iris-versicolor
+51,5.395066955382571,3.90385276771405,1.2895600817248767,0.3518122494346533,Iris-setosa
+52,4.793033718608468,3.405256573598111,1.6931511167099869,0.20136093006063813,Iris-setosa
+53,5.766999342995236,2.8267493668279378,4.51890054666146,1.331402816153952,Iris-versicolor
+54,5.0073642300197365,3.0,1.5730568107177851,0.19785343790022017,Iris-setosa
+55,6.501436153187073,3.0,5.823505451811788,2.206870610173005,Iris-virginica
+56,4.40000065568369,3.1935001285676035,1.2951846410403882,0.1976541996243848,Iris-setosa
+57,5.7967737167707565,2.698187542026474,4.094262555954144,1.0242822684270467,Iris-versicolor
+58,5.60015911522481,2.905012150772338,3.651087673690608,1.3011695470949056,Iris-versicolor
+59,6.8107476989404905,3.2186113980833637,5.9070441668108415,2.306388167162148,Iris-virginica
+60,7.053353175012212,3.0,5.890375479931171,2.1058354781410364,Iris-virginica
+61,5.694397113174876,3.0,4.524143157278865,1.5132758308601537,Iris-versicolor
+62,6.360088307008179,3.2716181826114563,4.7186077883082795,1.5859995877258446,Iris-versicolor
+63,6.702943500100519,3.0,4.998407908398471,1.7045543075263154,Iris-versicolor
+64,5.156285251299394,3.5247440287272234,1.4335547317470176,0.20265224755546626,Iris-setosa
+65,4.4,3.2252068889394048,1.2976110747356986,0.2007264935762473,Iris-setosa
+66,5.497900962254958,3.0,4.497540178868005,1.4895373397084046,Iris-versicolor
+67,5.697521039002339,2.896843408848853,4.447579941405009,1.3910959742178637,Iris-versicolor
+68,5.904638825683585,3.198935402874557,4.811122596777186,1.7828197895826083,Iris-versicolor
+69,6.798706241622376,3.1999670950957126,5.780327586241462,2.3132870021972747,Iris-virginica
+70,5.20762419514083,3.4026435011317897,1.4045535374477514,0.19947679238150973,Iris-setosa
+71,5.998537809475636,3.389397588571189,4.486040116499278,1.6111435878506761,Iris-versicolor
+72,5.809647765852237,2.7950766097928357,5.122656410200434,2.3984490745879747,Iris-virginica
+73,5.610851332118624,2.8962254661969737,3.5989636956830595,1.3019410340743074,Iris-versicolor
+74,6.532300998388295,3.0,5.339189748915443,1.885426318492467,Iris-virginica
+75,5.779658182605061,2.682706204572127,5.117744818224921,1.8964445725259944,Iris-virginica
+76,5.481563544427733,2.5943588363021166,4.395847147971904,1.1894877209203154,Iris-versicolor
+77,5.626041547314128,2.8888187689821767,3.617743768732082,1.3029203615665501,Iris-versicolor
+78,4.808054969759996,3.0,1.379018624335583,0.2915163244879416,Iris-setosa
+79,5.805789421507442,2.710773473461605,5.093496235605702,1.8909217201081485,Iris-virginica
+80,5.003041816939081,2.000000597753478,3.485175032952548,0.9759263240379978,Iris-versicolor
+81,6.684792388748766,3.0,4.994591088815788,1.7002114519881006,Iris-versicolor
+82,4.799203353038476,3.0,1.400503010853001,0.326988843323993,Iris-setosa
+83,6.016526239832417,2.203940176308998,4.018504917074828,1.030639288577352,Iris-versicolor
+84,4.602049847952506,3.1937806534266726,1.3786200023502821,0.2020924356487462,Iris-setosa
+85,6.470578479471366,3.0,5.451407244569609,1.8215569002435346,Iris-virginica
+86,5.560353813965462,3.0,4.178550765002098,1.3233893388996087,Iris-versicolor
+87,5.62922236127676,2.901547983657181,3.771429549360845,1.3073046430715043,Iris-versicolor
+88,6.840318237324921,2.799032297469544,4.790398004102985,1.3935427567377234,Iris-versicolor
+89,6.696196276768111,3.2834577030853493,5.651980269347915,2.097689485878256,Iris-virginica
+90,5.590816743258461,2.5442824410501594,3.9041063350548817,1.110650469200338,Iris-versicolor
+91,4.910394707664587,2.397699142719735,3.439112119818353,0.9966892490279491,Iris-versicolor
+92,5.2226796108236835,3.39806802797883,1.3929976973863791,0.20009395775684016,Iris-setosa
+93,5.601799844246028,2.7203393024785187,4.454895862584438,1.2556609298196113,Iris-versicolor
+94,6.801913631265863,2.8075052213371428,4.764565523343056,1.3918298127525648,Iris-versicolor
+95,6.706512317013172,3.0447530772452636,4.7408896456438265,1.5408339437416316,Iris-versicolor
+96,6.670257302086145,3.0,4.897807770295869,1.6612797480719514,Iris-versicolor
+97,6.275922739451048,2.5083469693902436,5.026080518065861,1.880812094833868,Iris-virginica
+98,4.603315114906685,3.610690536151348,1.0000003869670886,0.19020155945038963,Iris-setosa
+99,5.619554276470254,2.493350214663067,3.9454589852260074,1.1054121326321154,Iris-versicolor
+100,5.78931054522762,2.8941227401224237,4.37510306849935,1.357569304539433,Iris-versicolor
+101,5.603062337112189,2.5149367341896487,4.007148677932808,1.1152184423292277,Iris-versicolor
+102,5.450697211618437,3.0,4.500328588442311,1.4995463075682645,Iris-versicolor
+103,6.654714085836143,3.0171683268915057,4.540957996695547,1.455433544145207,Iris-versicolor
+104,6.308904055254475,2.8794026939684687,4.276187876250232,1.2850147070974605,Iris-versicolor
+105,5.78800165706022,2.810417955796622,5.099068819492899,2.4003722240747853,Iris-virginica
+106,4.4,3.225749002407039,1.2950128110052124,0.19570116015657218,Iris-setosa
+107,5.086311091237436,3.706939575865399,1.4901133345613906,0.39562284055957975,Iris-setosa
+108,6.012488823598739,2.214744024673336,3.9837123970708506,1.0419842441834009,Iris-versicolor
+109,5.418033693519916,3.402315912158858,1.500525141476059,0.44524661340748595,Iris-setosa
+110,5.705316765771098,3.8026601601951286,1.649180156977642,0.313947877595418,Iris-setosa
+111,6.706169941249829,3.31212021641309,5.727917492825651,2.5,Iris-virginica
+112,6.0325346249766145,2.9110163597293126,4.512034201082677,1.5067584627713433,Iris-versicolor
+113,4.796441928782235,3.396465161404515,1.9201282723068989,0.2018290491020834,Iris-setosa
+114,4.785956971316656,3.0,1.3953781360973132,0.33966136062197966,Iris-setosa
+115,4.4,3.181706408956819,1.293772275387498,0.20146280293906593,Iris-setosa
+116,5.224014122711101,3.4065465390861984,1.402723679792442,0.20204169247767484,Iris-setosa
+117,7.715966996137989,2.6168479593022194,6.899998791949412,2.2886975969048935,Iris-virginica
+118,6.288247159449877,2.899568904654209,5.578918335208714,1.8029227549058264,Iris-virginica
+119,5.301705929016806,3.667382266944051,1.4910955089641431,0.1999369924454158,Iris-setosa

iris/tab_ddpm/4/2/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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