a

iris/tab_ddpm/3/0/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,7.707037064536777,2.6234664781467645,6.899998757292685,2.2863452446117396,Iris-virginica
+1,6.207810534223166,2.754860565485613,5.592166875683711,1.6031267282902564,Iris-virginica
+2,6.313606253159707,2.4322642364377938,4.790484520458832,1.4964991591972325,Iris-versicolor
+3,6.551739400046466,3.0,5.821003435181358,2.2028623016169497,Iris-virginica
+4,5.709845067670844,2.8412932717829342,4.503899960291067,1.3114820967929983,Iris-versicolor
+5,6.096850757872225,2.604232266628298,5.573340937843382,1.3952665051566908,Iris-virginica
+6,5.118203797838833,3.4898531726144655,1.402603101548071,0.2020902398457786,Iris-setosa
+7,5.804423020253674,2.7084513790875873,4.091860998151591,1.0169039219066525,Iris-versicolor
+8,6.912912331009798,2.815097874404918,4.823708524756142,1.4056020163179626,Iris-versicolor
+9,5.055107413694699,3.5024923703433064,1.3946987532694242,0.1983940468043923,Iris-setosa
+10,5.569188010266965,3.0,4.071864985490999,1.3171722002963324,Iris-versicolor
+11,5.31949175052341,3.7120393150568285,1.5443831513055506,0.19825413803029301,Iris-setosa
+12,5.563646645210343,2.6018391121786215,4.431489695624501,1.2146161391612054,Iris-versicolor
+13,5.068809044475057,2.4879237965585723,3.0408339037778442,1.0845428143503346,Iris-versicolor
+14,5.514261006904575,2.376677082823373,3.624535359048912,0.9551419927011964,Iris-versicolor
+15,6.590598132882981,3.0,4.416415333144569,1.4048060330638124,Iris-versicolor
+16,5.503944406292945,2.6022475477454696,4.398346225778894,1.2064758687392128,Iris-versicolor
+17,5.413990703151434,3.9,1.3332159466302855,0.41057084922153086,Iris-setosa
+18,4.945741482164598,2.412293845183279,3.19628622282168,1.0283167221696656,Iris-versicolor
+19,7.686344028946694,2.804758619537966,6.674555570575186,1.9961252885777954,Iris-virginica
+20,4.675506879145776,3.397230660391952,1.3833922551675089,0.3030576969394727,Iris-setosa
+21,5.204623882082727,2.6978620316013595,3.871494769072485,1.3968070532785846,Iris-versicolor
+22,4.97874646621434,3.4101681233480794,1.4926509818657094,0.3617778748960787,Iris-setosa
+23,5.249735113205993,2.4831997255803007,3.435666073270342,1.0945697894437998,Iris-versicolor
+24,5.236538692878151,3.391506766119107,1.4072289776463134,0.19897959572525403,Iris-setosa
+25,5.635650075869138,3.0,4.504543657974967,1.4990077386098974,Iris-versicolor
+26,5.870561928604847,3.0,4.1598609937783255,1.4644082399811664,Iris-versicolor
+27,6.912756253603782,3.0912276810592734,5.113884727046305,2.2940805343710213,Iris-virginica
+28,7.669556440499494,2.5982337734811267,6.8999983944412335,2.3139102730876195,Iris-virginica
+29,5.412143302036785,3.8999995246523524,1.3147908587238861,0.39725759180809084,Iris-setosa
+30,6.7024117445054765,2.5187562859776524,5.818304653378519,1.8070922721221243,Iris-virginica
+31,5.540516939177192,2.595458164759499,4.379570288018597,1.1995499433477477,Iris-versicolor
+32,4.79033709571191,3.0,1.3859541891150358,0.355467239279353,Iris-setosa
+33,4.810782327475392,3.0,1.4018828830419425,0.28601407198310314,Iris-setosa
+34,5.014616349723738,2.0,3.589162110903667,0.8748626144394431,Iris-versicolor
+35,7.300009880827057,2.9030607457031943,6.288749200382499,1.7867691024274954,Iris-virginica
+36,6.805900852694985,2.80177468078792,4.794423377765398,1.4039070703770835,Iris-versicolor
+37,5.02498252024298,2.0,3.6157079323003884,1.0123030531172548,Iris-versicolor
+38,6.675745794940724,3.3018700067425755,5.626472222645986,2.0833901654034466,Iris-virginica
+39,5.6487624084783885,3.0,4.437694135010859,1.510580155567871,Iris-versicolor
+40,5.096371038700705,3.5271114754305404,1.4150451174590915,0.32421131492228017,Iris-setosa
+41,5.369383907710055,3.3968845060355437,1.4983058241560863,0.3562066151513765,Iris-setosa
+42,6.928671954862652,3.0853098120266247,5.114981240568245,2.29292805954498,Iris-virginica
+43,6.0516737607028865,3.3959524299206456,4.493326356773502,1.5838434807517103,Iris-versicolor
+44,6.316227801042381,3.263630805581155,4.721414181819851,1.5756079230167561,Iris-versicolor
+45,5.698374864344597,2.845080410473856,4.244306866586288,1.277616958935479,Iris-versicolor
+46,6.789014301470293,3.0,5.5031034611374,2.0993672209425456,Iris-virginica
+47,4.4938040314994625,2.2984102764323397,1.2929952946885819,0.30848534394741045,Iris-setosa
+48,5.94959324966026,3.0,5.096449199828976,1.8111794790730924,Iris-virginica
+49,6.705077178233162,3.302174297819488,5.69946786376907,2.0917321090568,Iris-virginica
+50,7.689575495993559,2.5935891984948394,6.899997776293666,2.277727946058291,Iris-virginica
+51,4.99025043055842,3.3930749055908103,1.655346222715493,0.39806511835552516,Iris-setosa
+52,4.400000520590288,3.175941524886906,1.2971430991806647,0.19535495987719637,Iris-setosa
+53,6.503525653996254,3.0,5.793034186316726,2.196535419426399,Iris-virginica
+54,7.603230523910232,3.0,6.598071577380291,2.0992776562473923,Iris-virginica
+55,5.209483824160744,2.6997026567538636,3.950434522994776,1.3887944572948818,Iris-versicolor
+56,4.983053270690696,2.0,3.494478026302493,0.955603536781513,Iris-versicolor
+57,6.870142354313087,3.2043855441944076,5.78744958830605,2.2947430668166224,Iris-virginica
+58,5.093136942014069,3.694859056824029,1.497227843781572,0.4021916269030974,Iris-setosa
+59,5.6997463249969424,2.8023606734797775,4.538183495721055,1.301608040500357,Iris-versicolor
+60,4.912932945130304,2.392133218427402,3.0868946738506926,1.0286441906287929,Iris-versicolor
+61,5.314596395105727,3.7025021590265985,1.5669444339449048,0.20008614971513441,Iris-setosa
+62,5.3843459735280526,3.4079902687902104,1.499530934092412,0.3324815877122763,Iris-setosa
+63,6.308284673790641,3.4003183903273846,5.591000834869819,2.404147147978909,Iris-virginica
+64,6.307465491444867,2.410061203910596,4.824846047277932,1.4973466833458613,Iris-versicolor
+65,4.794795988099164,3.400915113072504,1.498938684719988,0.19927554134130385,Iris-setosa
+66,5.5020875828216065,2.3991787892115806,3.7422986891045875,0.9876249731409035,Iris-versicolor
+67,6.676599645023329,3.1054916025347716,5.785647286083061,2.246060851288229,Iris-virginica
+68,4.4,2.9034378604777142,1.3979885363268467,0.20276644884854952,Iris-setosa
+69,7.718026450525567,2.5759849312073424,6.9,2.3048073568012857,Iris-virginica
+70,6.697424299428399,3.299670241214039,5.711173596549019,2.1287435403317234,Iris-virginica
+71,6.70548244908456,3.298301037219736,5.7117931858540345,2.12648131328659,Iris-virginica
+72,5.5821335098499505,3.0,4.517690412932219,1.510938743076463,Iris-versicolor
+73,6.1258499327333835,2.589207821773684,5.585662528043535,1.398249951042437,Iris-virginica
+74,4.591205892933101,3.5982765496096536,1.0000004403219969,0.1980878659248036,Iris-setosa
+75,4.6020533157403305,3.3729219716181875,1.3926384245025567,0.30382428225575303,Iris-setosa
+76,5.102110777632881,3.5055825959024367,1.3937735349931586,0.19923747462471358,Iris-setosa
+77,4.493506767501615,2.2902670587338,1.2952970199332587,0.29506246544407566,Iris-setosa
+78,5.510986855466121,2.394388064938463,3.741760539252244,0.964113804598165,Iris-versicolor
+79,4.9960446729691075,3.405214207018147,1.5962307176485984,0.41613969709037485,Iris-setosa
+80,4.499137982158885,2.2853310629654526,1.3212262954513307,0.3025358286421117,Iris-setosa
+81,5.997411212256377,3.411223773870036,4.513547207724848,1.6241357617587944,Iris-versicolor
+82,4.990702764088343,2.0,3.5234503254914675,1.0108217943364102,Iris-versicolor
+83,5.193223336753058,3.403477686816727,1.4018993960375907,0.20280912335143514,Iris-setosa
+84,6.297854601994656,3.1963395994461212,4.682688714883459,1.52386739738714,Iris-versicolor
+85,5.600527183045444,3.0,4.14779624892707,1.2893566519595856,Iris-versicolor
+86,5.076317732447796,2.4720977163690447,2.977476430882952,1.0952694116738069,Iris-versicolor
+87,6.290433102680403,2.495493657746853,4.915953404616076,1.50987344127572,Iris-versicolor
+88,6.710308114208523,3.099103987906983,4.731326892144422,1.502247435873209,Iris-versicolor
+89,5.408268543345484,3.414400370396887,1.7318182373427553,0.19954102399315715,Iris-setosa
+90,6.249234653732975,3.1836486068782217,4.6480516424779506,1.5189948968801066,Iris-versicolor
+91,6.301172851153568,3.3824393479980523,5.6154601770257075,2.3999555701824375,Iris-virginica
+92,6.795876603325561,3.0,5.506035160606563,2.1104800559773778,Iris-virginica
+93,5.378931542894438,3.4015347315399542,1.707388373437162,0.2049604573894687,Iris-setosa
+94,6.701885015106893,3.3058377777240553,5.715241547781111,2.092151620830716,Iris-virginica
+95,4.400000540215236,2.912322195189686,1.3943559959397718,0.19975911444009214,Iris-setosa
+96,4.808696988397713,3.0,1.4139001387363492,0.10000009192543696,Iris-setosa
+97,4.802473472812545,3.0,1.4015927140901383,0.1,Iris-setosa
+98,5.722832782559351,2.83200989874755,4.350948463108248,1.2999647750232979,Iris-versicolor
+99,5.9842783392519046,2.855412447766927,4.560018957018147,1.496854145496821,Iris-versicolor
+100,5.098160484018856,3.7074446145288866,1.499521729545303,0.41782248652642306,Iris-setosa
+101,6.288323979256997,2.4931968897640973,5.019372196136519,1.8809334590018945,Iris-virginica
+102,5.6230540683060815,3.0,4.050014819352848,1.3068612939589974,Iris-versicolor
+103,4.920030735445848,2.4428581221125967,3.268567538612277,1.0423573320792527,Iris-versicolor
+104,6.563241729880151,3.0,4.364791438759664,1.3896369553950567,Iris-versicolor
+105,6.708518266621318,2.4729674371774295,5.819681556461131,1.8099747886842146,Iris-virginica
+106,6.0015087274941,3.4045439859926145,4.49797361960173,1.5825965684715373,Iris-versicolor
+107,7.098738525676378,3.0,5.798725841593913,2.165812543674011,Iris-virginica
+108,7.288654151945911,2.8988193552661303,6.325674162625613,1.8189378324002494,Iris-virginica
+109,4.400000573264403,3.1681644047392696,1.3264866380122877,0.20152645280079853,Iris-setosa
+110,6.770017966718377,3.0,5.483609087124929,2.0863591708843767,Iris-virginica
+111,6.110293767667978,2.815988926481958,4.728690676535833,1.200277335473973,Iris-versicolor
+112,6.659402151047489,3.1176599373329017,4.746281300795618,1.5119010633315964,Iris-versicolor
+113,4.90733240727613,3.1133992977920024,1.5419148425435998,0.1,Iris-setosa
+114,6.700923066386156,3.0934185071486557,4.6888182615799625,1.4974462977838237,Iris-versicolor
+115,5.418509245550969,3.388200594289573,1.8423288282269465,0.19795016755820832,Iris-setosa
+116,5.203858201480318,2.7063818358346863,3.929994149699884,1.403268824796924,Iris-versicolor
+117,6.311757072259421,2.4913516555183812,4.882148104756989,1.5123511549393214,Iris-versicolor
+118,6.680121449086529,3.283986685763953,5.722032409674338,2.499999409168679,Iris-virginica
+119,5.031106086087422,3.5741084298515124,1.359721226824794,0.20757276067548172,Iris-setosa

iris/tab_ddpm/3/0/test.csv

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

iris/tab_ddpm/3/0/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
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/3/0/val.csv

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

iris/tab_ddpm/3/1/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.171414611091059,3.4238048109708363,1.4000612491124882,0.2014628200840004,Iris-setosa
+1,4.400000572342083,2.9053701629103506,1.4008160348109915,0.20036839854266056,Iris-setosa
+2,5.63054013779383,3.7956377417195366,1.7226801499373041,0.332049052533583,Iris-setosa
+3,5.404526300689541,3.89999958842076,1.2997492612104489,0.36891773900507685,Iris-setosa
+4,5.733450584267999,2.831691373071891,4.164534404783204,1.2222480740000856,Iris-versicolor
+5,4.813590472108305,3.0,1.380623615258278,0.2985972177415101,Iris-setosa
+6,5.008235678898171,2.0,3.485322749760345,1.0533352082516392,Iris-versicolor
+7,5.858942885511073,2.7236910639334684,5.161107119235515,1.8942848248145017,Iris-virginica
+8,6.052776608775769,3.3950846267587815,4.511311112445108,1.5974844897317457,Iris-versicolor
+9,4.837512463946594,2.4048520492502385,3.2608457134417654,0.8998931330895714,Iris-versicolor
+10,6.652748509102,3.062229384637072,4.640879862853115,1.4668784648329105,Iris-versicolor
+11,5.181203620466201,2.7066568428564746,3.8582119836942845,1.399087426199695,Iris-versicolor
+12,7.343999849002593,2.8857554792417432,6.3309499604242365,1.8135892503944229,Iris-virginica
+13,5.993779821153014,2.9005238074475637,4.512489359843955,1.5093437361026008,Iris-versicolor
+14,4.898733987089222,3.0,1.3795026522946783,0.20124486734499913,Iris-setosa
+15,4.400000484327816,2.900765599971008,1.392542089048291,0.1904496450068033,Iris-setosa
+16,5.00780238532571,2.0000005122933104,3.459216391033211,1.0178634041163628,Iris-versicolor
+17,4.921072484289311,3.0,1.4030464377717689,0.20182530263393864,Iris-setosa
+18,6.291001423796077,2.5227409657123507,4.949262737387929,1.5069767199805737,Iris-versicolor
+19,6.494813360459515,3.1987050725143673,5.1521246210461635,2.012663149179463,Iris-virginica
+20,6.79900966935662,3.2117488692690292,5.869841963799892,2.2898630142219356,Iris-virginica
+21,6.720533109126713,3.2820347170568,5.690131107283362,2.5,Iris-virginica
+22,7.702766294795308,2.5892259840522116,6.899998893322553,2.3095610176351804,Iris-virginica
+23,7.32052982739493,2.898493134589862,6.303871037958531,1.8036127500937922,Iris-virginica
+24,6.50574813109785,3.0,5.797044146521136,2.1990644821321377,Iris-virginica
+25,4.907783605954726,3.0,1.4038646913163855,0.1996442875677828,Iris-setosa
+26,5.0664189308833025,3.5221597579075303,1.40108665373212,0.20383889471256747,Iris-setosa
+27,7.579115290461165,3.0,6.546723683537663,2.105292824418384,Iris-virginica
+28,7.899998835284176,3.8098324916591615,6.435704123604922,1.9971595721185116,Iris-virginica
+29,5.749379877560661,3.0,4.332717822429819,1.5199205652035872,Iris-versicolor
+30,6.0920487279955715,2.795284540237276,4.6754171917514595,1.178435316302485,Iris-versicolor
+31,5.79051373561606,2.750017339241574,4.256899473509079,1.1240095946038267,Iris-versicolor
+32,6.736925652797672,2.5140971340854206,5.8299415754707,1.797593740092937,Iris-virginica
+33,7.570350939148083,3.0,6.577641558632797,2.092084135942088,Iris-virginica
+34,6.7254876000331345,3.2966772141960985,5.730131170061998,2.125008101087412,Iris-virginica
+35,5.5586279209406015,3.771024539499502,1.5987190542831702,0.2971941709003637,Iris-setosa
+36,5.897794503441616,3.0,5.053386584026083,1.78956040328571,Iris-virginica
+37,6.672108272350828,3.04574771538921,4.517308609773427,1.4890032664730621,Iris-versicolor
+38,6.072584460801366,3.0,4.588587456133806,1.4011691046803185,Iris-versicolor
+39,4.584586504236813,3.6103063175215504,1.0,0.19652902038252595,Iris-setosa
+40,5.107278423680853,3.4995590983383313,1.3771677437442238,0.1958629038021602,Iris-setosa
+41,4.866172876448543,3.0562450105370718,1.4889232734706837,0.1000001229013788,Iris-setosa
+42,5.994830807855152,2.7066118516362407,5.061043837025007,1.5775307867339168,Iris-versicolor
+43,6.790628585798162,2.78223546202362,4.79022123324855,1.4019538733455295,Iris-versicolor
+44,5.731618293338794,2.849210515716269,4.031177108437307,1.202868188008615,Iris-versicolor
+45,5.6867407254215925,3.7956254667837612,1.752902662211289,0.2998994145535733,Iris-setosa
+46,6.332636718407616,3.3895825780301347,5.607219851319461,2.3998505638850296,Iris-virginica
+47,6.215272999795406,2.1862578000741784,4.464985422759703,1.4953856255667204,Iris-versicolor
+48,5.9884052360294096,3.4033998835985773,4.4898139388578295,1.586415356266631,Iris-versicolor
+49,5.291365383874037,3.6854767169166625,1.493352800195317,0.1992669132680285,Iris-setosa
+50,5.581768009060388,3.0,4.521133429425612,1.5040730851474893,Iris-versicolor
+51,4.9032818897003985,3.0,1.3962347854001398,0.19851061592782865,Iris-setosa
+52,5.694746817089109,2.851198706400868,4.1262204936610605,1.2701607864331925,Iris-versicolor
+53,7.699018297156333,2.604337670209308,6.899998839065965,2.3098421539253633,Iris-virginica
+54,6.4827797904865125,3.0,5.472199763709635,1.8558583946552585,Iris-virginica
+55,5.099942345295184,3.498314892459731,1.3993883375324128,0.30197118646016896,Iris-setosa
+56,6.683565320251154,3.3015559295559482,5.692087841300878,2.114601829946283,Iris-virginica
+57,5.682303967944579,2.891530569925639,4.196714327879954,1.2787265514198543,Iris-versicolor
+58,6.325251922365306,2.9498155095903376,5.564852940244529,1.8241602975213196,Iris-virginica
+59,5.196254631555366,3.3970768667019713,1.40093758591368,0.20007343876704353,Iris-setosa
+60,6.079159733471178,2.8184539463917946,4.681805306669658,1.2025301185287038,Iris-versicolor
+61,6.9088930802612385,3.0862230662713728,5.096869796725306,2.302721354956145,Iris-virginica
+62,5.099292508188605,3.7928316232122645,1.6542437636249303,0.1987596839899587,Iris-setosa
+63,4.599005663636667,3.3888136569382996,1.410839757813772,0.32143513169482063,Iris-setosa
+64,4.4,2.9029692030954655,1.4044539547865644,0.19549819812698788,Iris-setosa
+65,5.602710548911999,3.0,4.153563103647693,1.299274298521191,Iris-versicolor
+66,6.19934630612841,2.199097719944271,4.504046550853188,1.5009012945711702,Iris-versicolor
+67,4.981917421448682,2.0,3.4893328211341723,0.9946207784876593,Iris-versicolor
+68,5.156774537871253,2.4853606415071625,3.0449617855379385,1.0660642834217657,Iris-versicolor
+69,4.893222737690007,3.0,1.3918069077956825,0.20197535099275993,Iris-setosa
+70,5.403945741030336,3.3973290905470352,1.921163177521521,0.20041037824543043,Iris-setosa
+71,5.551669262159658,2.4795713988512422,3.87251121049075,1.0916197399791605,Iris-versicolor
+72,4.506043025188105,2.2862279422882246,1.2955699827713616,0.3088603693705105,Iris-setosa
+73,5.631073745209343,3.0,4.499866054232623,1.5003703900700207,Iris-versicolor
+74,5.505353352675474,2.4087384190187886,3.731148913871696,1.0020125055966904,Iris-versicolor
+75,5.66213010991003,2.9677641366826575,3.9854029066605263,1.3398063541486984,Iris-versicolor
+76,4.922617299599557,2.4188741081139646,3.2511597400402485,1.0157498678985495,Iris-versicolor
+77,4.4,3.0463466739234866,1.3327214203441902,0.2007531438303792,Iris-setosa
+78,4.88739813621946,2.399378981660868,3.2036638732893126,0.9994828422285083,Iris-versicolor
+79,5.82077809816652,2.71114655212281,5.154828640966615,1.913950086208978,Iris-virginica
+80,5.092933775509057,3.5071291816217935,1.4069142731009183,0.29582346017527544,Iris-setosa
+81,5.188341092348045,3.3864526566710587,1.3871646919704128,0.20110816430513181,Iris-setosa
+82,7.69386209033482,2.60747370734813,6.8999988091633275,2.294176609292513,Iris-virginica
+83,6.005250804437626,3.380265399078001,4.488807968506795,1.5673173355160832,Iris-versicolor
+84,6.933652127172001,3.1001068372926284,5.1190779100542665,2.3077948598611417,Iris-virginica
+85,7.53018437801599,3.0,6.483000428639964,2.081825164221112,Iris-virginica
+86,7.89999896575351,3.802989363789787,6.363872349820495,2.0011363776141255,Iris-virginica
+87,7.704114528336135,2.7943825438738057,6.714966688382328,1.9961147728995534,Iris-virginica
+88,6.317665282665484,2.9332848173950357,5.5938612987822065,1.7997954468563233,Iris-virginica
+89,4.4,2.915952166765593,1.3780809772020546,0.20005372100900407,Iris-setosa
+90,6.086945733955623,2.5874366258551498,5.607292463236342,1.3984242854504065,Iris-virginica
+91,6.114749316493984,3.373125251388221,4.576857504439706,1.592997558665747,Iris-versicolor
+92,6.289588578430315,2.5551440424182355,4.709430921035914,1.335711514341344,Iris-versicolor
+93,6.417582458801521,2.902061343783605,4.289496109208449,1.3048250183721088,Iris-versicolor
+94,7.267318187268078,2.9052858402527613,6.2781515446003775,1.7909967883561455,Iris-virginica
+95,5.212143641765597,2.713903670273284,3.944932649574339,1.4039435329466432,Iris-versicolor
+96,5.111718916658285,3.500086178438409,1.397455565723561,0.1973693166487914,Iris-setosa
+97,6.5441278127950655,3.2050616435221317,5.159636003217079,2.040107035420248,Iris-virginica
+98,6.510967096130099,3.1747879228823743,5.18412207627515,1.990565905206157,Iris-virginica
+99,7.608154577446757,2.8344945516439717,6.603943867707689,1.9344477348442057,Iris-virginica
+100,7.724720099556953,2.598535048865177,6.9,2.2915692078583043,Iris-virginica
+101,6.004273992035714,3.4000009648618374,4.524252214445665,1.5911787962571333,Iris-versicolor
+102,5.706240980869617,3.0,4.2435815664733605,1.3856741438001918,Iris-versicolor
+103,6.831643415380886,3.1166538858714135,5.071055919136967,2.286762240031068,Iris-virginica
+104,6.516063633864761,2.966563973378056,4.34166612495902,1.351512347351651,Iris-versicolor
+105,6.008335569471012,3.131818781305468,4.470283073549084,1.4882017720765455,Iris-versicolor
+106,5.693572059379983,2.8169472514292173,4.464928164452449,1.2909281504974275,Iris-versicolor
+107,5.615643383128307,2.9305925682060985,3.7801046537899285,1.3080329545661165,Iris-versicolor
+108,6.533782417656705,3.1974864236840275,5.149908406195763,2.0209718444163633,Iris-virginica
+109,5.6948408567705275,2.6500481906456668,4.226734076780186,1.0645238908661336,Iris-versicolor
+110,5.984044399293245,2.196072131963685,5.003601444612313,1.4992589057889318,Iris-virginica
+111,6.867881114229111,3.205353921458782,5.746276738049104,2.2953776422182584,Iris-virginica
+112,6.245698392838195,2.4255538657677866,4.982270676194207,1.8203313631264364,Iris-virginica
+113,4.791983885904916,3.0,1.3795144091637588,0.1,Iris-setosa
+114,4.602278758793242,3.379901259826983,1.3840626463979357,0.2993391196894436,Iris-setosa
+115,4.892939389341092,3.1047265066718377,1.6785948715967374,0.1,Iris-setosa
+116,6.793623580827258,3.0,5.503288530411169,2.094158038776711,Iris-virginica
+117,6.765690139391487,2.8045931867752065,4.712180938962409,1.3695564824174977,Iris-versicolor
+118,5.697203141361775,3.7949539528346263,1.6388702013970111,0.3488882801911347,Iris-setosa
+119,6.293623312744781,3.2935301586250127,4.688620791793353,1.5813452560404864,Iris-versicolor

iris/tab_ddpm/3/1/test.csv

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

iris/tab_ddpm/3/1/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
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/3/1/val.csv

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

iris/tab_ddpm/3/10/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.5863992478513325,2.541601947057635,4.222352711408879,1.151542541052582,Iris-versicolor
+1,6.019614716683112,2.7039148812504816,5.196229484655411,1.609744124857855,Iris-versicolor
+2,5.899123927083273,3.0,5.098497279680563,1.8121988124166668,Iris-virginica
+3,6.007107279930493,3.403459207261334,4.4807590987134365,1.5951154577785585,Iris-versicolor
+4,6.709157624125593,3.3045551137525244,5.707947026810984,2.499999601974943,Iris-virginica
+5,5.671379316892494,2.9159556662180757,4.072434976332824,1.2912054449793162,Iris-versicolor
+6,4.869491309432773,2.416750300452765,3.1498829780192077,0.9064119747507502,Iris-versicolor
+7,6.391004513482594,2.905457310137298,4.301588431566362,1.2908999359313356,Iris-versicolor
+8,6.794285983167087,2.821776155275916,4.760837243560967,1.3995403973623328,Iris-versicolor
+9,7.373146742344242,3.0,6.388430286332896,2.0914387494813647,Iris-virginica
+10,5.0117677307100035,2.0,3.5717162039463184,0.9769625562033626,Iris-versicolor
+11,5.92650609467379,3.0,4.141068278165259,1.5136326190125045,Iris-versicolor
+12,4.4,2.8687419229086077,1.4012900437699196,0.20319387171957398,Iris-setosa
+13,7.7133854742224806,2.8137649982277275,6.726402945734314,2.012137539806946,Iris-virginica
+14,5.092808769640034,3.7004045622643895,1.4857842704943924,0.39487203530970616,Iris-setosa
+15,5.5593047367680155,2.4437262462171057,3.8475658539870596,1.0809416284897693,Iris-versicolor
+16,5.095409610087464,3.783826583990057,1.6053059730810781,0.20267909399148448,Iris-setosa
+17,7.597407513007414,3.0,6.622097559153,2.093795052509615,Iris-virginica
+18,5.895235706359825,3.0,4.150210942164827,1.491237530454171,Iris-versicolor
+19,5.985077766111555,3.402624701139528,4.485003314080835,1.5865630252962897,Iris-versicolor
+20,5.120431430381289,3.6863491266590085,1.4951771991114593,0.41873247281659076,Iris-setosa
+21,4.902060485791233,3.0,1.401000846887654,0.20221412764310942,Iris-setosa
+22,6.102971299874436,3.0,4.610506564874033,1.4013657483909703,Iris-versicolor
+23,5.987290577409978,2.9078981850578587,4.535221512964142,1.5005074950763253,Iris-versicolor
+24,6.8955125615161545,3.1315178319738406,5.102846573021498,2.2957160723124215,Iris-virginica
+25,6.393630405949448,3.344829612940053,5.538335797233836,2.3798626851698064,Iris-virginica
+26,4.806213074291544,3.0,1.4010351958988154,0.10000010218290617,Iris-setosa
+27,7.713690611230921,2.591809489857391,6.8999987354177446,2.2808559944114553,Iris-virginica
+28,5.376803730103272,3.4129765868373387,1.499013950246367,0.46010555707317086,Iris-setosa
+29,6.689383336349771,2.492585569263418,5.770411641243876,1.792789161618216,Iris-virginica
+30,4.493548312191922,2.289425316617329,1.2986158991822305,0.29873918077889894,Iris-setosa
+31,6.703455973606492,3.1049815389803967,4.704506779266661,1.498122250631025,Iris-versicolor
+32,6.3004460613292945,2.5008525089884373,5.002044491621633,1.8767090486572016,Iris-virginica
+33,7.708837749439522,2.7907540907510424,6.696610741158276,2.000082676502324,Iris-virginica
+34,5.096929343644982,3.798939681097475,1.6427131811077273,0.2038734105456207,Iris-setosa
+35,6.297255011829875,3.4055427248251235,5.610018924940943,2.4123402426287086,Iris-virginica
+36,5.987867463715258,3.4057727524411763,4.515800013138314,1.6227016404045678,Iris-versicolor
+37,5.090295572959673,3.6922059026941065,1.5789326845762794,0.4126781696421266,Iris-setosa
+38,5.211372113000754,3.4017581596564272,1.3997209110188746,0.2004950815837462,Iris-setosa
+39,6.186208896309508,2.215078585534433,4.493619708915904,1.4939306512565147,Iris-versicolor
+40,5.773399582632294,2.7940748421436616,4.5233338718212,1.265124486587558,Iris-versicolor
+41,6.68517750475156,3.297917076093944,5.6910064060430505,2.098187619489005,Iris-virginica
+42,6.4927822574652785,2.9001115398780337,4.351898257453165,1.324983884681843,Iris-versicolor
+43,5.882871826895151,3.0,5.07178034292754,1.8126104286177258,Iris-virginica
+44,5.068863821072103,3.5481445750883824,1.4057900116194741,0.19754838920356893,Iris-setosa
+45,5.000509936093488,2.0000006771674363,3.4459009162363716,1.0040951614790627,Iris-versicolor
+46,5.118241961936798,3.696322228974875,1.5126298245394254,0.4316627792472296,Iris-setosa
+47,4.603492498403634,3.623834346080658,1.000000369201496,0.2024234333549193,Iris-setosa
+48,5.7950066506833995,2.6981122162798026,4.108272016892731,0.9456437339045314,Iris-versicolor
+49,6.497785708690972,3.2066786836627172,5.064314345072625,2.002935450144352,Iris-virginica
+50,6.018453568392674,2.1939333343289413,5.046457523466678,1.4918735228875626,Iris-virginica
+51,6.2444541764881984,2.173444973305699,4.45289139391915,1.5045005015737147,Iris-versicolor
+52,5.186717081963664,2.701523508210398,3.835376194467245,1.3899752789046336,Iris-versicolor
+53,6.312102177987643,2.3867809789824044,4.794530453625189,1.4950119961749215,Iris-versicolor
+54,5.726930446832255,2.797483357334888,4.54225441839151,1.297274092505242,Iris-versicolor
+55,6.01369432336673,2.2050542454406328,4.992454204989561,1.5062002564177075,Iris-virginica
+56,6.26768866332867,3.2902200053157986,4.67375133432503,1.589768334217441,Iris-versicolor
+57,5.897611859811914,3.0,4.203207095971073,1.4892178746539542,Iris-versicolor
+58,6.289082521968883,2.8939409630409876,5.608251830159554,1.7995299855769815,Iris-virginica
+59,6.801928024855624,3.0,5.436827900210132,2.1358957464712667,Iris-virginica
+60,6.176733465231526,2.1946244937454424,4.487087241319161,1.5001802073479744,Iris-versicolor
+61,6.065332862761278,2.217614350145499,5.055941775498323,1.5219015413724595,Iris-virginica
+62,5.864682846103083,3.0,5.119169812923191,1.8137464316604557,Iris-virginica
+63,6.486678423011194,3.199840291371991,5.05638360167803,1.9927045443945437,Iris-virginica
+64,5.618996052421257,3.0,4.502624031658296,1.495557559574956,Iris-versicolor
+65,5.112761508132159,2.5083536405389837,2.977727508498284,1.1362579415848086,Iris-versicolor
+66,5.098472612666042,3.8099136780504836,1.5838093591843743,0.19743927490579885,Iris-setosa
+67,6.2961620683647865,2.3082114196705277,4.418149968906261,1.3057545754639044,Iris-versicolor
+68,5.68733773886334,2.805130063361864,4.507854346637795,1.301332551299095,Iris-versicolor
+69,7.717573778072513,2.5946382855437573,6.9,2.302372469249831,Iris-virginica
+70,7.68688638214053,2.7982389060250443,6.685747225323403,2.012648550627977,Iris-virginica
+71,6.4244320233999055,2.9174789649670956,4.319487721910673,1.3086913507314402,Iris-versicolor
+72,6.489404492927584,3.0,5.884307256985119,2.189197902468044,Iris-virginica
+73,5.588334889909313,2.9128489156189854,3.6800758995923437,1.2957559026896757,Iris-versicolor
+74,5.710668292868398,2.814932204710318,4.492416365470132,1.2948949838811843,Iris-versicolor
+75,4.496450883516131,2.320219065122934,1.3189992285104728,0.33288616660702847,Iris-setosa
+76,5.2141150650211845,3.407815357727506,1.3903474889663892,0.19966351913828773,Iris-setosa
+77,4.4,2.9184637276532737,1.4073937203818179,0.19873148857333808,Iris-setosa
+78,6.488967328052922,2.9703655818589154,4.351732246864701,1.3387494194868734,Iris-versicolor
+79,4.400000450224176,2.902272100312256,1.3605250163710156,0.19846027439300354,Iris-setosa
+80,5.0482088771770615,3.4026992501579705,1.5309020275081817,0.4337615248134594,Iris-setosa
+81,5.582550624719203,2.9068085921263895,3.465347592985865,1.2822368202896124,Iris-versicolor
+82,6.0035240262491225,2.7160846503862106,5.096275952709827,1.599237527718407,Iris-versicolor
+83,4.602603811497976,3.4042134988791317,1.400109135339793,0.32474859356770136,Iris-setosa
+84,4.89579836626323,3.0,1.3925427941533584,0.2164133367713073,Iris-setosa
+85,5.0072729358808585,3.604641741802104,1.3727436751653246,0.19902541705207688,Iris-setosa
+86,6.02734471697341,2.935513275549936,4.375153954409934,1.4984655424839888,Iris-versicolor
+87,6.292520518081521,3.415859404171873,5.616241596091823,2.406098691518639,Iris-virginica
+88,6.50642735420856,3.0,5.491492591120903,1.7972465813564138,Iris-virginica
+89,4.995247793398821,3.4077160791573324,1.5057537144733877,0.42333364532770446,Iris-setosa
+90,4.591716465712773,3.630882775352121,1.0,0.20551934574910613,Iris-setosa
+91,6.180956355832773,2.198952766098623,4.5150740452175295,1.5002260956813482,Iris-versicolor
+92,6.005524526501048,2.7039675350596415,5.099724486807816,1.641191801604932,Iris-versicolor
+93,5.193964528436968,2.712156410359828,3.8981070033193874,1.4074501984224146,Iris-versicolor
+94,6.488941997705538,3.0,5.847622531911681,2.199514269816031,Iris-virginica
+95,7.712079543708466,2.588718326642734,6.9,2.3099061473955684,Iris-virginica
+96,5.208678941134683,3.7464251759596054,1.5845668616295514,0.20156160255670433,Iris-setosa
+97,7.9,3.8208808667933627,6.4033385780615815,2.0107975287765996,Iris-virginica
+98,7.061274582395431,3.0,5.8427448843150485,2.102502191158148,Iris-virginica
+99,5.544877556478574,2.469061165739716,3.772842414314118,1.054939656711506,Iris-versicolor
+100,5.107175984449875,3.6888123270877684,1.4987520059742914,0.3660178397525622,Iris-setosa
+101,7.609300299376041,3.0,6.5940113207505915,2.097526966476003,Iris-virginica
+102,5.995186181808865,3.4111078862574766,4.469650831060227,1.5874756765585527,Iris-versicolor
+103,6.388422407356588,3.2321661975364453,4.665615832739457,1.5531347636123962,Iris-versicolor
+104,4.988773123755339,2.47443746274178,3.4349939906823965,1.0907549549168523,Iris-versicolor
+105,6.212560485586839,2.513264497344822,5.091054551959796,1.895881602097396,Iris-virginica
+106,4.400000614384866,2.900415188095805,1.4000690717616857,0.20399921781473423,Iris-setosa
+107,7.715473810827502,2.828190537821614,6.702087839607042,2.0151374931180897,Iris-virginica
+108,4.589864411309925,3.618160304479668,1.0,0.1985826775066643,Iris-setosa
+109,5.590433816964586,2.4643969947288396,3.882013092291158,1.0774363514385021,Iris-versicolor
+110,7.637994515538703,3.0,6.623946748982892,2.090470231131718,Iris-virginica
+111,5.070696642379155,3.5208500658684723,1.4026110924193853,0.25203184514138277,Iris-setosa
+112,5.301276782826913,3.693747483073427,1.499555063810835,0.19967206060761938,Iris-setosa
+113,4.94467868821581,3.0192644613433814,1.4105137267435042,0.1998925807596682,Iris-setosa
+114,6.693823728548874,3.10137518413562,4.694426093098562,1.4996343449123088,Iris-versicolor
+115,6.493748963370236,3.200585730397954,5.110898897115274,2.008182841489905,Iris-virginica
+116,6.119474628361027,2.7876276803799134,4.737700304793367,1.199892318829384,Iris-versicolor
+117,6.706016486203733,3.1202291206509924,4.740529289237776,1.5114966887500447,Iris-versicolor
+118,4.912446223715064,3.0,1.4063509759685915,0.19912755526216785,Iris-setosa
+119,4.910757161772776,3.0,1.380464256615841,0.20234478528410413,Iris-setosa

iris/tab_ddpm/3/10/test.csv

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

iris/tab_ddpm/3/10/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
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/3/10/val.csv

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

iris/tab_ddpm/3/11/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.001024001137689,3.3911450884959673,1.6096104941529157,0.4143986809684044,Iris-setosa
+1,6.296357869564644,3.3923501765468194,5.606203474168808,2.398653099053732,Iris-virginica
+2,6.7925962645285916,2.7974529178973,4.796025896101496,1.3989676715066421,Iris-versicolor
+3,5.691752854692137,2.8237723800788053,4.255712767788691,1.2792693222098863,Iris-versicolor
+4,5.045852806888275,2.454533014020533,2.82509514211431,1.1093848085229543,Iris-versicolor
+5,4.900754528724534,3.1079474231092075,1.55976564833288,0.10000012155159715,Iris-setosa
+6,4.871418062904299,3.0650093969129886,1.4960998815643576,0.10000010543158054,Iris-setosa
+7,4.799876997012008,3.0,1.3880600724955738,0.1,Iris-setosa
+8,6.690346410584586,3.307003107972656,5.700650149525953,2.499999534194619,Iris-virginica
+9,5.70186360380244,2.8685243775403713,4.425070679280213,1.306660397500088,Iris-versicolor
+10,6.908722287661909,3.1917121019773957,5.724089012058608,2.297136939070704,Iris-virginica
+11,6.034727617916872,2.213679558778766,4.992700447815811,1.5001654511282045,Iris-virginica
+12,7.112566041437046,3.0,5.946484391691989,2.0938941182039117,Iris-virginica
+13,4.98040235732749,2.4618010503102967,3.143959671694676,1.0479933432200945,Iris-versicolor
+14,5.019859015596007,3.4048990855344154,1.6219302316797832,0.42023462531286576,Iris-setosa
+15,5.289801989578789,3.7235297423666887,1.6073717567082166,0.19858514615054115,Iris-setosa
+16,7.899998662679911,3.8011955648418883,6.403310702155496,1.9970280537262914,Iris-virginica
+17,4.893153509986566,3.0983905451085985,1.4940928911725577,0.10000009150590188,Iris-setosa
+18,5.797858095759403,2.693879556291794,5.121332429438237,1.9016247458583624,Iris-virginica
+19,5.879385128793526,3.0,4.17714921550929,1.5055011402811125,Iris-versicolor
+20,5.710891973562208,2.920164813755875,4.187184877071397,1.2996295076370188,Iris-versicolor
+21,7.701873789757628,2.6124731506241314,6.899998661323581,2.2989906816280588,Iris-virginica
+22,6.690005883736088,3.299048891686356,5.683803175648985,2.4999995375575748,Iris-virginica
+23,6.676193871044824,3.320498990514528,5.698914524103417,2.1136528851313026,Iris-virginica
+24,6.56175701627367,3.0,5.863013921682904,2.2316079356318266,Iris-virginica
+25,6.809464769104237,3.2068222016193477,5.965429423729489,2.3059517490333388,Iris-virginica
+26,5.5406351201520545,2.560401570450048,4.264322368196603,1.1907369500603067,Iris-versicolor
+27,7.9,3.8116456107876995,6.39300345939305,2.011213164590978,Iris-virginica
+28,4.8368187679962995,3.0,1.4270197014896213,0.10000009140178155,Iris-setosa
+29,6.6222406542861,3.0,4.43508811503153,1.3936170632545364,Iris-versicolor
+30,4.995571381493391,2.0000005417959175,3.5368197915795623,0.9226281148254671,Iris-versicolor
+31,6.004349939113759,2.6996026676355744,5.158248128639376,1.6065006673082245,Iris-versicolor
+32,5.126652475599664,3.7549902035278993,1.496408939553922,0.2871487616711972,Iris-setosa
+33,5.379675395140058,3.406548609357518,1.5968384979476316,0.2002905459900361,Iris-setosa
+34,5.346423201848697,3.3939947192047244,1.4995209868272035,0.4017129962000019,Iris-setosa
+35,6.7170567619859,3.0,5.44885023519378,2.089262577000798,Iris-virginica
+36,6.059956847445468,2.596779517332291,5.593643810850682,1.3925364282144217,Iris-virginica
+37,6.244052092397208,2.54659669550905,4.955563607790364,1.522795070623981,Iris-versicolor
+38,4.989850239595637,3.6191490160582696,1.4009295925543412,0.20394592822030286,Iris-setosa
+39,4.801638361139539,3.3787799650396293,1.5569871341364647,0.2004369202906516,Iris-setosa
+40,5.180942148249256,2.6950825718470104,3.8957132736309616,1.4010794274686649,Iris-versicolor
+41,6.684333407769988,3.3029288457039043,5.685115495123418,2.5,Iris-virginica
+42,5.652391069845021,2.5319823999063047,3.9924239269020925,1.105123855101008,Iris-versicolor
+43,4.59651598249606,3.602222066995159,1.0,0.1975729535695771,Iris-setosa
+44,5.024058312099129,3.560446658485115,1.4016330730347477,0.19717709401160183,Iris-setosa
+45,5.489480813588689,2.364570491832164,3.6843052808467793,0.8635851947589779,Iris-versicolor
+46,5.091862242168941,3.7757528864023664,1.4993183690789034,0.20973315021330702,Iris-setosa
+47,4.900291311870839,3.1124049031772816,1.50196527056537,0.1,Iris-setosa
+48,4.4,3.213724752223195,1.2987725451865706,0.19954423706080096,Iris-setosa
+49,4.995468418772498,2.0,3.468667851169941,0.9578829284530856,Iris-versicolor
+50,6.031842713944856,3.39256731542286,4.5253554113266095,1.6067816536310358,Iris-versicolor
+51,5.640511321977326,2.905600133450313,3.8503512620290303,1.3168119536505998,Iris-versicolor
+52,6.899706339971937,3.106631660896527,5.076227377083993,2.3005110221591765,Iris-virginica
+53,6.104702944191752,2.7864193914042716,4.708043791181699,1.1951874406230414,Iris-versicolor
+54,6.693168775095731,3.2952836437484954,5.7057450989877045,2.5,Iris-virginica
+55,6.701519159535773,2.5005811546299355,5.840781218885566,1.81017330531381,Iris-virginica
+56,6.266668061786544,3.3300091598746553,4.666101574441515,1.6028262614995739,Iris-versicolor
+57,4.4,3.1585737485659964,1.3113004991058805,0.19025629804060692,Iris-setosa
+58,5.114561349068581,3.810439815610252,1.7423402179752532,0.19690317599581747,Iris-setosa
+59,7.7101596887793935,2.596389608980195,6.899998890609352,2.2932365703277906,Iris-virginica
+60,6.017719965444943,3.399077132753886,4.487691821792361,1.6022593981782427,Iris-versicolor
+61,6.296023336481106,2.3103917214989593,4.408978090253236,1.3011777026326414,Iris-versicolor
+62,6.944073399966484,3.0953814068032464,5.067457710650109,2.301344114871922,Iris-virginica
+63,5.01499107385976,3.580853598670815,1.4031777712439326,0.19738331407550766,Iris-setosa
+64,7.326044440533133,2.9037550782555352,6.279757575750355,1.817407229771051,Iris-virginica
+65,6.075244587834408,2.8078527375990885,4.662798954558736,1.1707333317672193,Iris-versicolor
+66,6.707554155071818,3.1078172140392217,4.713739523552474,1.501810845197255,Iris-versicolor
+67,6.5023545950284305,3.0,5.789121490007169,2.186981283058466,Iris-virginica
+68,5.007622272024037,3.4021538423518214,1.6322777199059713,0.4144845438007998,Iris-setosa
+69,6.245336616187301,2.877366334322425,5.594800927153183,1.7661627116548697,Iris-virginica
+70,6.301221750735452,2.4816919656307785,4.992589173996458,1.9001587809348124,Iris-virginica
+71,5.989579291316951,2.2009775088905323,4.9720486742407255,1.4818923190942475,Iris-virginica
+72,4.890577626629562,3.0,1.389151983821044,0.2046920224224941,Iris-setosa
+73,7.899998954040106,3.809235670569804,6.4179219728644465,1.9943795403564608,Iris-virginica
+74,6.118694686198538,2.812671962576996,4.737270217838509,1.2082000276895568,Iris-versicolor
+75,6.314900672915265,3.373021798582861,5.584205473656605,2.399479271901505,Iris-virginica
+76,5.40492011266525,3.9,1.2712614910194635,0.48528838209087366,Iris-setosa
+77,6.396028926761112,2.8998037764097373,4.295058708575226,1.2919190468309378,Iris-versicolor
+78,5.989000593123226,2.688859165459859,5.099660960924802,1.6046649608076804,Iris-versicolor
+79,6.287833524583381,2.496671538448372,4.993925811871617,1.9029360815422818,Iris-virginica
+80,5.4169473048935295,3.3898779191057145,1.687290435259469,0.2066299927889178,Iris-setosa
+81,6.701810256804943,3.085166296352764,4.733510002155838,1.5009668389438855,Iris-versicolor
+82,5.6306842531779715,2.7321037722113304,4.449248597259266,1.2958518985947434,Iris-versicolor
+83,6.02561258729641,2.6979396970124037,5.082916976462139,1.5748311994998774,Iris-versicolor
+84,5.899054658303487,3.0,5.105304488292623,1.8092662189549833,Iris-virginica
+85,4.814095670884638,3.0,1.3935022840869133,0.28699678114908067,Iris-setosa
+86,5.988817911649443,2.211753667054529,4.987237905351201,1.4926609691353614,Iris-virginica
+87,5.093875054188491,3.7775459100034823,1.5373415453618768,0.20440089364663866,Iris-setosa
+88,4.983651053556135,2.0000005473453024,3.436078388652722,0.9495136556675272,Iris-versicolor
+89,5.611363322227762,3.0,4.513224378250652,1.4903240049863704,Iris-versicolor
+90,4.600903397231075,3.6218753857744193,1.0,0.20727552601768198,Iris-setosa
+91,5.68449044480572,2.909374010664351,4.257554038787991,1.2751856226367757,Iris-versicolor
+92,5.070341382357855,3.7927761325565155,1.716997741584799,0.20040501604260116,Iris-setosa
+93,5.382657098523312,3.9,1.3003456299879188,0.3763771630141144,Iris-setosa
+94,5.100264814802015,3.504150089169267,1.3820752536046297,0.29498594779865794,Iris-setosa
+95,6.705238206050467,3.314667109222557,5.733457949065116,2.4999989648464824,Iris-virginica
+96,4.999155766690961,3.3956389137204512,1.6100653122977706,0.43642980816613286,Iris-setosa
+97,6.015576739670208,2.198106265734969,5.01311717738882,1.4985004763311727,Iris-virginica
+98,5.415479297291473,3.391975725631057,1.640407796240239,0.19604047686780324,Iris-setosa
+99,6.688189932769865,3.1000007482304484,5.954063287513592,2.2695617033033453,Iris-virginica
+100,6.685520764942948,3.108037005319469,4.696946791969636,1.4878561497278853,Iris-versicolor
+101,5.613473383197884,2.88957117984178,3.679779086967847,1.2863172355420702,Iris-versicolor
+102,5.145342795977707,2.683257668306409,3.870135062955674,1.3989361409889196,Iris-versicolor
+103,6.106885961986978,2.603398826505787,5.607095590882196,1.4096636162440481,Iris-virginica
+104,5.613385826962293,2.527739210227348,3.926902678798911,1.1129338009248366,Iris-versicolor
+105,4.983019994868736,3.40036263866794,1.5952390381110522,0.3912321424110694,Iris-setosa
+106,5.895711672988367,3.0,4.214771519652207,1.4926854699017433,Iris-versicolor
+107,5.639830638074633,2.918805045840496,3.9021039136533737,1.3037328744935515,Iris-versicolor
+108,6.7285758481824915,2.5076662361887787,5.888821706061905,1.8118043366073282,Iris-virginica
+109,6.815163491479789,2.7714049335107345,4.821553324464986,1.403091439497401,Iris-versicolor
+110,7.69678856485332,2.5943190781101553,6.9,2.283173146943763,Iris-virginica
+111,6.809152099912351,2.795621071582744,4.826211158543756,1.4077331375015067,Iris-versicolor
+112,6.036213840733408,2.855858459316139,4.623338419799716,1.2838807699615173,Iris-versicolor
+113,7.9,3.791114650556711,6.398954445627634,2.0130457645412987,Iris-virginica
+114,4.590552238269591,3.624067216176007,1.0,0.202514292729855,Iris-setosa
+115,7.695399607110042,2.60408869458935,6.9,2.306033076503727,Iris-virginica
+116,5.650226541465983,3.782679312223739,1.6254295383978639,0.31291717833624927,Iris-setosa
+117,6.005518940000427,2.1997190033067238,5.0140157654819975,1.4971308204420886,Iris-virginica
+118,6.780415023240629,3.0,5.493132396005777,2.1063908073628483,Iris-virginica
+119,7.9,3.8112744608699183,6.377832020705257,2.0074680253639485,Iris-virginica

iris/tab_ddpm/3/11/test.csv

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

iris/tab_ddpm/3/11/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
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/3/11/val.csv

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

iris/tab_ddpm/3/12/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.521913376298873,3.192309708186202,5.087139214594622,2.0187348806347556,Iris-virginica
+1,6.139213222211799,3.0,4.563896821551104,1.3984606575531398,Iris-versicolor
+2,5.377998824570864,3.9,1.276642627428277,0.3764545934283946,Iris-setosa
+3,5.400524027610727,3.4039230593625716,1.5644273742921886,0.4101169318768913,Iris-setosa
+4,6.90578982681167,3.1052562850051877,5.085978410573603,2.298675913652845,Iris-virginica
+5,5.71318950188733,2.811658607304558,4.487850583230345,1.2832065036912954,Iris-versicolor
+6,5.897975420853016,3.0,4.21427407315712,1.5062101187190944,Iris-versicolor
+7,5.830560288097933,2.7278777510853964,4.185375584957797,1.0080510024494667,Iris-versicolor
+8,6.479440962204448,3.160785096897513,5.115924105635798,1.9749731802702293,Iris-virginica
+9,4.900676593455799,3.092695619971283,1.4932321018217003,0.1,Iris-setosa
+10,5.183475649496197,3.408001650273973,1.4010375816803462,0.19922622603219342,Iris-setosa
+11,5.101067234622594,3.4972098439691686,1.3941506430565864,0.3058863342300093,Iris-setosa
+12,7.9,3.8121079684085655,6.439634892777679,2.016215177361155,Iris-virginica
+13,6.30352102356952,2.3078450944321927,4.404546965739954,1.3151250559372243,Iris-versicolor
+14,5.61322454991361,2.974836160119226,4.077607048893114,1.2849910034250744,Iris-versicolor
+15,5.572149902629185,2.4904600055701707,3.815113195521017,1.033049457939432,Iris-versicolor
+16,6.122516854615507,3.0,4.624363839640099,1.405637279318404,Iris-versicolor
+17,4.8067259964613545,3.0,1.4007852061725443,0.3086587660323458,Iris-setosa
+18,5.113519208627381,3.778797339110695,1.6042897313825741,0.1969592238053128,Iris-setosa
+19,5.142992188061546,3.773059915674136,1.5941967774147536,0.21588792034855248,Iris-setosa
+20,6.785787989438387,3.1732995132124744,5.851283009667207,2.283375659391391,Iris-virginica
+21,6.093531132292718,3.0,4.61373685883799,1.4060814596334887,Iris-versicolor
+22,6.254945060253172,2.4002067963009663,5.023752503085805,1.8340349812041454,Iris-virginica
+23,4.815317058120416,3.0,1.4020481590765503,0.10000009411634608,Iris-setosa
+24,5.9633984575044785,2.8343070306651224,4.611067708186556,1.5033833985824865,Iris-versicolor
+25,4.834830580872624,3.0,1.4099501415906732,0.10000012181379721,Iris-setosa
+26,4.5757489845459265,3.4018121366988607,1.3759071579893485,0.29775803002915163,Iris-setosa
+27,6.114996146643969,2.8020691426047377,4.680527022103046,1.198637736972787,Iris-versicolor
+28,4.400000476645541,3.2110479700599703,1.2906689627104018,0.2016432806829322,Iris-setosa
+29,5.707779532989799,2.770763899905197,4.488521532022048,1.2913875239555395,Iris-versicolor
+30,6.9325363158198705,3.123210408799033,5.06053640913944,2.3069019519296314,Iris-virginica
+31,6.674987465018972,2.4897095538383227,5.799310237374221,1.804551677416836,Iris-virginica
+32,5.592847822089941,3.0,4.079711350929695,1.3035162329280212,Iris-versicolor
+33,4.81526614120609,3.0,1.3904637701484246,0.30809900156658926,Iris-setosa
+34,4.895483532725062,3.436271089687233,1.432927532384751,0.20590777502806376,Iris-setosa
+35,5.400699747202353,3.3881291707377006,1.7727770062544455,0.19848386123702977,Iris-setosa
+36,6.678139012054451,3.3006530922760327,5.689361172953271,2.0885023082545993,Iris-virginica
+37,6.4295513892747795,2.882938048826211,4.285015719862104,1.2724865765548499,Iris-versicolor
+38,6.686380838856143,3.281930624326745,5.723194604318106,2.103498211436779,Iris-virginica
+39,5.111796866257608,3.4943994731054984,1.3953286566472767,0.19895201725069428,Iris-setosa
+40,6.257432674029352,2.5221289578833495,4.915900814603832,1.5113210933900691,Iris-versicolor
+41,5.379363506313542,3.401180880367609,1.631152580046548,0.40418015177082256,Iris-setosa
+42,5.6069805396504675,3.0,4.115084719239493,1.3042862704402693,Iris-versicolor
+43,5.185537470839119,2.6978350634611674,3.784743690310525,1.4011105817472824,Iris-versicolor
+44,6.423297348496987,2.905729518553305,4.274160336741078,1.3122758877411527,Iris-versicolor
+45,4.925676331092987,2.417777768338502,3.0096089840543643,1.0231759823088706,Iris-versicolor
+46,5.890245716324677,3.0,4.217534731720169,1.4994364345452675,Iris-versicolor
+47,5.563814492094975,2.485828824525145,3.9014706445224547,1.0512653437796333,Iris-versicolor
+48,5.472218382264663,2.426409877965181,3.786370018514519,1.015305089496032,Iris-versicolor
+49,5.080038541512905,3.80011368322312,1.5930563981697943,0.2005534410998955,Iris-setosa
+50,5.566522489380799,2.519322750927551,3.8552815657253623,1.074862786808372,Iris-versicolor
+51,4.972836118248004,3.2876378978957175,1.4598794865375249,0.29172547297094414,Iris-setosa
+52,7.688688555253377,2.6064982266833208,6.899998900473171,2.300654360510149,Iris-virginica
+53,4.794856560625476,3.3910999465598564,1.5745965874814387,0.19761832414185282,Iris-setosa
+54,6.2140918631021105,2.8754928593015934,5.591645220724029,1.7363740135087455,Iris-virginica
+55,6.707846560481203,3.110180036328629,4.723639067729901,1.4969128895985981,Iris-versicolor
+56,7.610205348067046,3.0,6.605032324917541,2.0917007531693663,Iris-virginica
+57,6.463659917911797,2.9582667497322546,4.340630762891888,1.3340452013591573,Iris-versicolor
+58,6.286809679148038,3.409522007158751,5.607260562384843,2.3999970496402825,Iris-virginica
+59,7.702055704446044,2.5838585582673357,6.9,2.294570538517658,Iris-virginica
+60,4.9075152827987,3.112674837895281,1.515940891030016,0.1,Iris-setosa
+61,5.326691659556382,2.501399839607323,3.5567808544056128,1.0692417458255687,Iris-versicolor
+62,6.336766030878647,2.8627775008736394,4.385000777088146,1.2504944425088875,Iris-versicolor
+63,5.729985868294284,3.0,4.412886406797813,1.4917423715317202,Iris-versicolor
+64,4.593936463578865,3.603243724354985,1.0,0.19985632338816978,Iris-setosa
+65,5.297067171976772,3.6841363307611856,1.4993070741966616,0.19966991431264602,Iris-setosa
+66,6.274462776512225,2.4805750950761123,4.880928830524883,1.4886889396011507,Iris-versicolor
+67,5.060538775743835,3.5495000941152983,1.400097006873165,0.20229931845242327,Iris-setosa
+68,5.994021535121114,2.7685395172237257,4.667443925239628,1.213165069060014,Iris-versicolor
+69,5.652949177626163,3.0,4.510923221424855,1.4972624074578729,Iris-versicolor
+70,6.140163024320683,3.0,4.639097827181251,1.4157013037845594,Iris-versicolor
+71,5.360610670780329,3.899999618473894,1.2886735172973178,0.4846552470036611,Iris-setosa
+72,5.666827433290911,3.792706797749162,1.5503164179472493,0.29613848288903477,Iris-setosa
+73,5.000873282761325,2.000000600016969,3.5160168551338007,1.0345299025811718,Iris-versicolor
+74,5.1704206650496705,3.465088083291064,1.4066181025285154,0.2940838375537298,Iris-setosa
+75,6.113852290871324,2.8247665051439395,4.7076526031998895,1.2158556805976704,Iris-versicolor
+76,4.985169746305011,2.000000500110597,3.4260446514361798,1.0129032983233872,Iris-versicolor
+77,6.068574064659572,2.24460211012448,5.027812723086135,1.5631586802978592,Iris-virginica
+78,6.803995771183647,3.0,5.494171145463464,2.092584930073641,Iris-virginica
+79,4.985803185563595,2.0000005530519234,3.4923195226247907,0.9829967990984954,Iris-versicolor
+80,6.803792791232096,2.810812907449405,4.8189936332194945,1.4034344124113984,Iris-versicolor
+81,6.222524931894646,2.213161212826609,4.478687307004137,1.490318511743167,Iris-versicolor
+82,4.904313198364415,2.395478198255947,3.282890592651238,1.0083380210050603,Iris-versicolor
+83,5.498952744397619,2.546388910266181,4.271977712259861,1.1332851974421811,Iris-versicolor
+84,4.83062325277666,3.0,1.404988996874142,0.336647118525133,Iris-setosa
+85,4.795726282364197,3.0,1.389094145578373,0.1,Iris-setosa
+86,6.235783998634555,3.1256800878240263,4.67031233089257,1.4888081222116443,Iris-versicolor
+87,6.31261860355577,2.303099670513478,4.383614282279758,1.2908583591528662,Iris-versicolor
+88,5.120779127464881,3.494653133808647,1.397881770767185,0.2272772342408584,Iris-setosa
+89,6.847043609776317,3.0,5.74433645515362,2.1277489100423783,Iris-virginica
+90,6.508997549747896,3.2008008660065905,5.075114433752101,2.01225297339972,Iris-virginica
+91,5.604243058186423,3.0,4.485379870554697,1.5043789947641104,Iris-versicolor
+92,5.644678887186731,2.7400714024918953,4.499076780656694,1.2713420445134977,Iris-versicolor
+93,4.9770636240974655,2.4456018916298015,3.0518636729262747,1.066149399086095,Iris-versicolor
+94,7.70559700976685,2.808876325955812,6.709820676100365,2.0002043788836046,Iris-virginica
+95,6.881815211969602,3.1035625980360413,5.102497154766955,2.297978043469273,Iris-virginica
+96,6.704339910789714,3.1281480479485033,4.709094938784773,1.508626985176221,Iris-versicolor
+97,6.311978864853146,3.375785359543222,5.617110191587427,2.3959468118799525,Iris-virginica
+98,4.498470183652088,2.302214701863571,1.2892882966862678,0.29891859033027146,Iris-setosa
+99,5.9649468829903665,2.1748743810308557,4.9334902083080125,1.4835884368934038,Iris-virginica
+100,7.052515830966404,3.0,5.90630944918556,2.123223078198204,Iris-virginica
+101,4.400000562548549,3.1778907069495106,1.3098734119950795,0.19781931949012832,Iris-setosa
+102,6.308866871850592,3.361407108820003,5.632574853026211,2.3959189200596342,Iris-virginica
+103,5.20332720201462,3.755108150791189,1.5905236774138904,0.19982817595220992,Iris-setosa
+104,5.492652762733634,2.589225790554653,4.363222401911527,1.1870569687122117,Iris-versicolor
+105,5.039735707675673,3.578753452063818,1.4011573124833754,0.20057604114903432,Iris-setosa
+106,6.809729361696972,3.0,5.456186418377428,2.1279475152804923,Iris-virginica
+107,5.651485600621881,3.0,4.175526040330396,1.3161125798032964,Iris-versicolor
+108,7.706786062300983,2.805319296529818,6.7101359925627255,2.0052885397376605,Iris-virginica
+109,6.312087226456378,2.293972968186474,4.385956879693349,1.302910602115655,Iris-versicolor
+110,6.686944886278334,3.294119416983937,5.687764585617096,2.499999617021798,Iris-virginica
+111,5.112092555303451,3.5076319344429887,1.400223722275701,0.19875699099914096,Iris-setosa
+112,6.488943936597774,3.0,5.82328270927677,2.2114681250721233,Iris-virginica
+113,4.806948709762931,3.3945551571619275,1.5291716112754277,0.19559455527504782,Iris-setosa
+114,4.400000445987653,2.931253080871585,1.402447827282867,0.1941569365124664,Iris-setosa
+115,5.102136326302838,3.797804351759306,1.4997127373501562,0.1991111734577523,Iris-setosa
+116,7.691702913298255,2.7935718548124475,6.700833231748566,1.9877260462314112,Iris-virginica
+117,6.692364232734474,2.508179921304271,5.794379081920401,1.7983821991816997,Iris-virginica
+118,6.107635635649285,2.7876657784541603,4.6810982863402515,1.1842598976826715,Iris-versicolor
+119,6.318389487014539,3.295783265554825,4.706659599313093,1.6010099183596302,Iris-versicolor

iris/tab_ddpm/3/12/test.csv

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

iris/tab_ddpm/3/12/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
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/3/12/val.csv

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

iris/tab_ddpm/3/13/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.293343970029778,2.4582066690001727,4.973273389321755,1.8845548983168536,Iris-virginica
+1,5.6006455037607275,3.0,4.064840105080895,1.2706572959779217,Iris-versicolor
+2,4.902081756012157,3.0,1.3918759658915656,0.20255823294666803,Iris-setosa
+3,6.279976481887168,2.8753200521177646,5.5979159150118525,1.7800760826888937,Iris-virginica
+4,5.982685779569669,2.1832768572803385,5.033865576729891,1.514703528779107,Iris-virginica
+5,5.006076208823256,2.0000004950626082,3.4808864441829743,0.9676539870994088,Iris-versicolor
+6,5.590738297726711,3.0,4.059012110439926,1.3008349470512606,Iris-versicolor
+7,5.130756611880831,3.498438748555487,1.4012137675043193,0.29811570671914417,Iris-setosa
+8,4.503753249853759,2.2802272818723366,1.2884389152585134,0.29272110699734755,Iris-setosa
+9,6.0110831301059875,2.200236865461833,5.018537870112076,1.4886837430328588,Iris-virginica
+10,7.263837575284597,3.0,6.172851112383998,2.0648751650809603,Iris-virginica
+11,4.812256070751342,3.0,1.4010850059223323,0.1,Iris-setosa
+12,6.684078353102077,3.2506678633390864,5.713298502913461,2.0844654550681234,Iris-virginica
+13,5.2861095531587985,3.69496986597728,1.4989871292858996,0.19966077306510638,Iris-setosa
+14,6.294183273223813,2.2911753285992384,4.389387667285716,1.2861554864218898,Iris-versicolor
+15,6.094426619086487,2.7923288044537062,4.691145306237155,1.1801155333863218,Iris-versicolor
+16,6.2876949570543,2.898906017384794,5.589048840354568,1.7988192418939584,Iris-virginica
+17,5.877924975792746,3.0,5.061738325025909,1.7847879042143207,Iris-virginica
+18,4.4,3.201500479793652,1.2931477204816013,0.19913947365059032,Iris-setosa
+19,7.701846597127432,2.6064772251342117,6.899998531811116,2.2843004165202356,Iris-virginica
+20,6.895226954847977,3.204078292808305,5.68195052525704,2.288141071444836,Iris-virginica
+21,5.116380544215082,3.496574207092316,1.3937089318762985,0.20022032753635344,Iris-setosa
+22,4.809066967692473,3.0,1.4031837087350825,0.10000009254568147,Iris-setosa
+23,6.689835621607996,3.133432666652125,4.723166268527731,1.5085389220623582,Iris-versicolor
+24,6.315826261102882,2.3332425266738457,4.410409139987334,1.3125119697997623,Iris-versicolor
+25,5.1747335058119575,3.400044907339163,1.5360302112137008,0.40759882959712673,Iris-setosa
+26,6.877250195007774,3.1941873735261477,5.709711996864466,2.2963900747483277,Iris-virginica
+27,5.0076702452686135,2.000000453184986,3.350747709494148,1.0331055970402927,Iris-versicolor
+28,5.908145378616421,3.0,5.061314087199428,1.8024320396597753,Iris-virginica
+29,7.728887793263954,2.5922114021893177,6.9,2.3075262057393044,Iris-virginica
+30,6.816249782938519,3.0850354952936905,5.148628517636499,2.30193928016012,Iris-virginica
+31,5.109626928544127,3.6948271242780883,1.4736999060483336,0.38714093482570217,Iris-setosa
+32,6.021494466850358,2.730138461854028,5.082320942342204,1.6077604492405702,Iris-versicolor
+33,7.9,3.8012439508291402,6.391160385720572,1.9916094668430067,Iris-virginica
+34,6.49318655193399,3.2232982966552615,5.098069820732668,2.0148641532628613,Iris-virginica
+35,4.77921978561082,3.0,1.393176994939846,0.29797214848963205,Iris-setosa
+36,4.901180650774065,3.1166973175931485,1.552857078602264,0.1,Iris-setosa
+37,6.278120986034705,2.9019169072832716,5.594462915359754,1.7494076860461565,Iris-virginica
+38,6.075398633846715,3.3697248656193586,4.555864826508928,1.6157256860126608,Iris-versicolor
+39,5.8988908106989015,3.0,5.078469122612931,1.7905048556153877,Iris-virginica
+40,4.804904301629897,3.0,1.3922564420650168,0.29667409745195006,Iris-setosa
+41,5.113262640062169,3.7418630498901244,1.5113516299992067,0.2633598394518675,Iris-setosa
+42,4.900666566053456,3.0,1.40261244087759,0.2010311415379071,Iris-setosa
+43,6.312759346297104,2.9044243331776243,5.619277254727606,1.7948627654665081,Iris-virginica
+44,4.4942112289779645,2.3042750146376956,1.2905706544190148,0.3327434928864643,Iris-setosa
+45,4.400000514200098,3.191098907605321,1.3022862656600434,0.20156248403296087,Iris-setosa
+46,6.295419018283564,2.8603268218438056,5.611087345027185,1.771183032746178,Iris-virginica
+47,5.209442581498834,3.404781987069112,1.3946443852280914,0.20054223319112438,Iris-setosa
+48,6.9920422820190815,3.1342859173610895,6.0210024100910315,2.2568990766043138,Iris-virginica
+49,4.770438304970649,3.400536592493224,1.498976899791897,0.20203487600381473,Iris-setosa
+50,5.39419416993736,3.9,1.3013892746869336,0.5039118841217716,Iris-setosa
+51,6.495838075037201,3.2128067821499577,5.08993179065164,1.9939161252079243,Iris-virginica
+52,4.979800195353461,2.0,3.5067660908215035,0.9901054954754107,Iris-versicolor
+53,5.294957847431221,3.69964987673684,1.6288830552311584,0.2019969929639103,Iris-setosa
+54,6.521073781746587,3.0,5.517658659234261,1.8520739937517965,Iris-virginica
+55,6.322317796703942,3.4073255615966853,5.596125042678907,2.4026353260055346,Iris-virginica
+56,5.7312309722208035,2.890451747344225,4.2640263247992225,1.3007310443530926,Iris-versicolor
+57,7.692433757260396,2.5913182625244113,6.9,2.304308413191602,Iris-virginica
+58,6.5195423480890105,3.1642714087921346,5.172815703709656,1.9808677000551227,Iris-virginica
+59,4.8327828474449825,3.0,1.4026832040433892,0.29346949916824744,Iris-setosa
+60,5.791560851215081,2.6961827646803496,5.107922908446942,1.9019994319128668,Iris-virginica
+61,7.706260672412432,2.612395676370811,6.9,2.30330729797334,Iris-virginica
+62,6.800110272115742,3.0,5.501290068499096,2.100906155515233,Iris-virginica
+63,5.100990089035137,3.794793881150149,1.6489571467568371,0.19944813376887952,Iris-setosa
+64,7.685153177780199,2.7859644792414486,6.690606178929866,1.9819331171408174,Iris-virginica
+65,5.10595740017931,3.793003182876637,1.6063122572521098,0.19943620774515758,Iris-setosa
+66,7.71309269003416,2.584800528928733,6.9,2.3170414599102456,Iris-virginica
+67,4.4,2.903566072499623,1.4001415380241706,0.19221441930089683,Iris-setosa
+68,5.424800817343539,3.9,1.3163350258743254,0.5273297762405678,Iris-setosa
+69,5.636195385942522,2.7437323555370368,4.412371179530132,1.2437791634961173,Iris-versicolor
+70,4.896258976338661,3.0,1.3978314290293903,0.20530148409966306,Iris-setosa
+71,6.006364477945841,2.2058382526076734,5.003776465966519,1.504291406837871,Iris-virginica
+72,5.094669049797635,3.5039616300380594,1.403324269486723,0.19857458668996428,Iris-setosa
+73,6.0950715708920535,3.0,4.585617252722663,1.3762625575383223,Iris-versicolor
+74,4.805074631990896,3.0,1.405441711623299,0.1000001093189443,Iris-setosa
+75,7.596488556164444,3.0,6.537042754980568,2.093557171774468,Iris-virginica
+76,4.588536600852855,3.3956961637970093,1.390996796679576,0.32723092741234666,Iris-setosa
+77,4.653391113223273,2.827292362870836,1.3709579723375092,0.338268496882171,Iris-setosa
+78,6.3032904939352274,2.4908063302860395,4.950111577795655,1.5003357904005366,Iris-versicolor
+79,6.313543912452735,3.4154681904749937,5.597175493688674,2.396260092687932,Iris-virginica
+80,6.13433904749009,2.603639650331934,5.596236381336602,1.4158407663946058,Iris-virginica
+81,5.380594405228789,3.3956639045211925,1.6488411641824898,0.2001359437932415,Iris-setosa
+82,4.799131807576411,3.0,1.3971520344740864,0.2960135350438549,Iris-setosa
+83,4.919719765284785,2.396519405856827,3.4700403985987465,1.023112734572038,Iris-versicolor
+84,6.701739791497242,3.299634314339874,5.697210305953994,2.499999538006058,Iris-virginica
+85,6.901150922883156,3.088387102467838,5.1175188784577115,2.3030638361743034,Iris-virginica
+86,4.8051541735353,3.0,1.4043768638845748,0.2968564523164281,Iris-setosa
+87,7.284276062243082,2.9058537626352408,6.295786926176198,1.8006717543237192,Iris-virginica
+88,6.639886589386613,3.0,5.794952266218558,2.229641111877141,Iris-virginica
+89,6.850748673531978,3.1490270543795056,5.779367785060129,2.2817476070272846,Iris-virginica
+90,6.101634175515769,2.806718270210466,4.718409473086945,1.1952197194714222,Iris-versicolor
+91,6.303297746266322,2.5008923234958247,5.083401113097981,1.8878258508002992,Iris-virginica
+92,7.677159527558177,2.613087447582789,6.899998717261431,2.2963628804987772,Iris-virginica
+93,6.317623920847079,2.916037340229056,5.586331905783459,1.7872740059381333,Iris-virginica
+94,6.1038950890245625,2.8172632687841594,4.673595296995007,1.2039915499035896,Iris-versicolor
+95,7.716839394713611,2.604973712536294,6.9,2.304705999182762,Iris-virginica
+96,7.71698587006871,2.6027630144800065,6.9,2.3207758740672526,Iris-virginica
+97,7.128310078604457,3.0,5.993065594751355,2.126988079686243,Iris-virginica
+98,4.8963556864250375,2.3969669494541646,3.1718882950107625,1.0001539414367597,Iris-versicolor
+99,7.731561692132889,2.612083707999542,6.9,2.3016154878523665,Iris-virginica
+100,6.304365540721349,3.4098397519254564,5.622017753999138,2.401140088748587,Iris-virginica
+101,6.00008026525672,3.4022572036621965,4.529568257985652,1.6063403202971167,Iris-versicolor
+102,7.603914748099827,3.0,6.577328112245293,2.0963970731691552,Iris-virginica
+103,5.992586057164383,3.4059501718855483,4.494676195863734,1.6043064188630016,Iris-versicolor
+104,7.604679164023973,3.0,6.586824416188488,2.1000409860415807,Iris-virginica
+105,4.806761816976168,3.0,1.3996344814588082,0.3120663018629445,Iris-setosa
+106,7.084249644801737,3.0,5.810242728565661,2.126352817823063,Iris-virginica
+107,5.218845472297235,2.695953835820352,3.9345645007429537,1.401861511116802,Iris-versicolor
+108,7.367858648653179,2.8860010177879203,6.342581010968449,1.82101962670133,Iris-virginica
+109,6.010661655731842,2.9133669237041184,4.443793652026958,1.5110096045486192,Iris-versicolor
+110,6.493564498127739,3.0,5.876104027628379,2.2267870906722615,Iris-virginica
+111,6.903847735124292,3.0689360466293727,5.233246450345462,2.2684368781825928,Iris-virginica
+112,5.629556208270689,2.9744060390075093,3.8818680920764654,1.3084691858435094,Iris-versicolor
+113,5.6952887887798935,2.8255454270965723,3.9370062841557703,1.1478166481283474,Iris-versicolor
+114,5.753910718240662,2.8434297355180163,4.535492738461321,1.3022342001790488,Iris-versicolor
+115,5.11064775202014,3.500868507534319,1.4004813577797908,0.3026703083120642,Iris-setosa
+116,5.4376262359288186,3.3987068924723705,1.9021521588177663,0.20090004337307824,Iris-setosa
+117,7.695334153933234,2.597645234460072,6.9,2.287159635057355,Iris-virginica
+118,5.991200328336839,2.7089060965767717,5.088517299710557,1.6055502180734262,Iris-versicolor
+119,6.544692855151237,3.0,5.512581897360386,1.8017309450620766,Iris-virginica

iris/tab_ddpm/3/13/test.csv

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

iris/tab_ddpm/3/13/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
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/3/13/val.csv

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

iris/tab_ddpm/3/14/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.509392373311943,2.4187084282976676,3.7162494537390476,1.010315112304821,Iris-versicolor
+1,6.4086063571048655,2.9084678791223286,4.304333506082182,1.3013187451941735,Iris-versicolor
+2,5.8004990354648855,2.7940083670921885,4.578560459753519,1.333560481628546,Iris-versicolor
+3,4.989706537236118,2.0,3.344911941078764,0.9747505490614887,Iris-versicolor
+4,5.5886629514851425,2.8853062766555215,3.499289582850881,1.3012208567786854,Iris-versicolor
+5,4.605295993643834,3.6136043590809828,1.0,0.20035764764841,Iris-setosa
+6,6.501573168108701,3.0,5.501089838557037,1.8034059119565249,Iris-virginica
+7,6.132117819799688,2.6063614837490174,5.597383845482011,1.4162384581162766,Iris-virginica
+8,4.880831739914332,3.0,1.3975415120186123,0.19948709211955354,Iris-setosa
+9,5.185609556419911,3.4159567230601597,1.3952270521113752,0.2016748819057668,Iris-setosa
+10,5.710232432484039,2.798722131825112,4.505855317872415,1.3024681297718699,Iris-versicolor
+11,6.80393533865253,3.0,5.513545472884539,2.0765264590004944,Iris-virginica
+12,5.706496839353048,2.9013842802912664,4.216401585363934,1.2821779075683275,Iris-versicolor
+13,4.913778251792043,3.0,1.406494093140512,0.20045734706364998,Iris-setosa
+14,5.008493467915447,2.0000006206956864,3.538051520372541,0.9385715941168995,Iris-versicolor
+15,4.4,2.9015014623018955,1.400578265956556,0.19021452118318022,Iris-setosa
+16,7.306466326947473,2.9078851899021494,6.289698067942941,1.7798463880986366,Iris-virginica
+17,4.994230219729043,2.000000662263501,3.367235010024334,0.9628276839920586,Iris-versicolor
+18,6.910468627937786,3.1166934745354444,5.05057138969477,2.2975909997997537,Iris-virginica
+19,7.088828538329081,3.0,5.921430585063706,2.0961760843109114,Iris-virginica
+20,6.703799353466915,3.305504932457069,5.698446896873492,2.1018277248192314,Iris-virginica
+21,4.895811427031185,2.392825481777518,3.135530903756467,0.984334608649144,Iris-versicolor
+22,6.103556973803876,2.800639968267123,4.703134078896085,1.2007341954913773,Iris-versicolor
+23,6.742554842777248,3.116591117008955,4.735107701372155,1.5056902395086211,Iris-versicolor
+24,5.69626119418379,3.8070760590441726,1.8218624856559211,0.3268638905792951,Iris-setosa
+25,6.28981621445923,2.3159647712236344,4.407706159723647,1.3009413788715973,Iris-versicolor
+26,6.705174473661663,3.2930212705526696,5.687265718489065,2.1075030631381155,Iris-virginica
+27,5.992466857874912,2.7205679183658438,5.083944486052045,1.5934953172008444,Iris-versicolor
+28,6.795704184864891,3.191498242139649,5.915163040379243,2.2870404529939647,Iris-virginica
+29,6.108359411743887,2.8118539154360356,4.722583717184279,1.1929198318846204,Iris-versicolor
+30,5.984534071206601,2.90148348612829,4.526382103773075,1.501163288870941,Iris-versicolor
+31,6.7013978036271515,2.506277560087417,5.807029703699105,1.800231687753997,Iris-virginica
+32,6.259718725686075,2.4440374231693713,5.018530956231785,1.8344839623494844,Iris-virginica
+33,6.364212159850649,2.927936683220895,5.529752732219267,1.7979191331432922,Iris-virginica
+34,4.896219621989043,3.0,1.3877293307301894,0.2015535076133116,Iris-setosa
+35,6.305927150163712,2.290128711078778,4.3934683219622,1.3004688637889308,Iris-versicolor
+36,6.308918519314535,3.302182782551142,4.689371158361046,1.5941742276603148,Iris-versicolor
+37,6.802101465586452,2.8054779115348216,4.806600430159966,1.4152366140613302,Iris-versicolor
+38,6.834091371623579,3.2033672066483305,5.7763332953683175,2.3039386305281746,Iris-virginica
+39,6.806862859595657,3.0990090820559404,5.1417729749181245,2.3121622198045397,Iris-virginica
+40,4.917669006836477,3.0384838920182267,1.4189594789372018,0.3196680822824675,Iris-setosa
+41,6.808841903871614,2.969551623907726,5.846864222295177,1.846320513615624,Iris-virginica
+42,5.125559773609318,3.7448415630708927,1.7610886666139511,0.20086818698291375,Iris-setosa
+43,6.064408136047993,2.5929173964796144,5.602389060699225,1.3993670529660105,Iris-virginica
+44,5.679525566100667,3.7956872701903333,1.6880574813767133,0.2987440752807249,Iris-setosa
+45,5.525936421548931,2.572769342087754,4.352839034318527,1.162456819025346,Iris-versicolor
+46,5.5331242501721185,2.6107902869230255,4.417257578609284,1.1990709968499094,Iris-versicolor
+47,7.112567628914702,3.0,5.878923104278269,2.0871153865038243,Iris-virginica
+48,6.885192560779256,3.108405326436867,5.11506702969089,2.293650577897415,Iris-virginica
+49,4.998722240238106,2.0000005532046763,3.449664817007024,1.022548989102569,Iris-versicolor
+50,4.999904932167751,3.5791042450127297,1.3959320824553825,0.19973675619809683,Iris-setosa
+51,4.600840310303538,3.42157241602521,1.4026040606435677,0.2988514033100111,Iris-setosa
+52,5.377899334843103,2.454037815959967,3.6696845876355924,1.0104992710631255,Iris-versicolor
+53,5.969595157928058,2.767374858476446,4.249831255287754,1.0655484306202034,Iris-versicolor
+54,4.997185001674435,3.644901810718065,1.4017753664062298,0.1969425387009732,Iris-setosa
+55,5.3679542794759225,3.9,1.3233063771971043,0.40497352916286694,Iris-setosa
+56,5.915162513931521,2.77590435622506,4.4838164041006765,1.1314207521285429,Iris-versicolor
+57,7.701364975522345,2.7951533173072565,6.70731439697104,2.0165048767087543,Iris-virginica
+58,5.151142019149229,3.4056064660113603,1.4030574506799476,0.19961374379500246,Iris-setosa
+59,5.383497718028275,3.4027759358043324,1.630128563168587,0.39555615648452047,Iris-setosa
+60,7.230836824888671,2.8939836369884864,6.256904055406257,1.77995803224763,Iris-virginica
+61,5.91176644841554,3.0,5.091939044972508,1.8074965546978825,Iris-virginica
+62,6.674179043093806,3.063087855206299,4.653375607206158,1.483793409983801,Iris-versicolor
+63,5.580499562993408,3.0,4.468162941547404,1.5037208345148096,Iris-versicolor
+64,6.013466102567846,3.400604563398017,4.480469557224442,1.6128370177290146,Iris-versicolor
+65,5.55487588594555,2.5725402264285284,4.297844009630042,1.1419927756512416,Iris-versicolor
+66,7.681631580303945,2.6089944070880735,6.899998637551024,2.302639426697771,Iris-virginica
+67,6.770401991932828,3.250462395435808,5.732722589608203,2.198509494196346,Iris-virginica
+68,5.573984735892919,2.4884426910754263,3.8728632625447763,1.1040800621065727,Iris-versicolor
+69,5.725130214822486,2.796056201677802,4.491250172635523,1.3031230457823986,Iris-versicolor
+70,7.698461146899751,2.593824748984894,6.899998915351596,2.2953627614754977,Iris-virginica
+71,5.540184588364565,2.418064202983067,3.766385311518072,1.0426400138978376,Iris-versicolor
+72,4.991547358398575,2.0,3.4641306196077823,1.0244312177794996,Iris-versicolor
+73,6.073903860750208,2.918818421549953,4.641455967388223,1.3303911874712169,Iris-versicolor
+74,7.7341062835739915,2.5843108845370617,6.899998954778174,2.3154247845006277,Iris-virginica
+75,4.94174847840495,2.4306645969969765,3.081835876407582,1.0337074436894147,Iris-versicolor
+76,4.491692485105498,2.2735402685182913,1.3209745948894547,0.2920353688623218,Iris-setosa
+77,5.003478077659725,3.5824954322295746,1.4000737734463355,0.20072831087438597,Iris-setosa
+78,4.4,2.907357011987004,1.3998588181008396,0.1984118280300287,Iris-setosa
+79,6.8207160959375095,3.1869420254022938,5.774138788903189,2.293804000247049,Iris-virginica
+80,5.102043733244769,3.8116384833448715,1.5896713733677312,0.20522341968489605,Iris-setosa
+81,4.591886737491955,3.603078897059482,1.0,0.20413960464527858,Iris-setosa
+82,5.606294661338706,2.891673258063223,3.635211378749628,1.3029826579428585,Iris-versicolor
+83,5.925522822114026,3.0,5.096471682055642,1.8053932890801265,Iris-virginica
+84,5.113789295012802,3.7920950898989108,1.7893912877547653,0.2021989673796018,Iris-setosa
+85,5.957022788986297,3.2615567458488095,4.430531194346554,1.5706867518882266,Iris-versicolor
+86,6.167437891262631,2.5763855898391506,4.925897672116014,1.5214456695359766,Iris-versicolor
+87,4.84084161727648,3.0,1.4022330986138416,0.1,Iris-setosa
+88,4.4,2.8970179474669604,1.4056407972214597,0.20667931720823543,Iris-setosa
+89,5.860749821916828,3.0,4.254017078121844,1.5179970666153482,Iris-versicolor
+90,6.004180389993472,2.189206319555145,4.9293953564940205,1.4986768909800399,Iris-virginica
+91,6.252063118551462,3.4020884914300256,5.598853927592581,2.397702205090365,Iris-virginica
+92,5.519075586816829,2.59067598308402,4.333007076089792,1.1988235817860902,Iris-versicolor
+93,4.588673786492643,3.603932615393182,1.0,0.19468611064287059,Iris-setosa
+94,6.119596615252005,3.0,4.611549574941698,1.4183201338363307,Iris-versicolor
+95,5.036852701499379,3.41289048819612,1.8435614610586315,0.3930565452897507,Iris-setosa
+96,6.223746094152743,2.1791693079705072,4.522881561244134,1.4933079427122649,Iris-versicolor
+97,5.903501489736122,3.0,5.089791016915567,1.7993695284001467,Iris-virginica
+98,6.057598038839294,2.7997519271880416,4.716862953768879,1.2123195916424967,Iris-versicolor
+99,7.313379086834098,2.884662740293363,6.307887534318559,1.7862782308456275,Iris-virginica
+100,4.9047785338381855,3.1217818120705183,1.611667452029378,0.1,Iris-setosa
+101,5.109548481472394,3.7004956358740757,1.5725595290312842,0.38515362493209465,Iris-setosa
+102,5.193161920564053,3.394918162019387,1.4021030211520236,0.19679607778853817,Iris-setosa
+103,5.691206983419646,3.0,4.44337331584558,1.4885971080542426,Iris-versicolor
+104,6.507494954789825,3.204785810911103,5.09107472598308,2.0112540831084003,Iris-virginica
+105,6.50646442234179,3.0,5.784692951562815,2.197183637339304,Iris-virginica
+106,4.400000448440467,2.8965089798714514,1.3654417833845889,0.20022863972281824,Iris-setosa
+107,4.795825529427514,3.0,1.4018180119837103,0.1,Iris-setosa
+108,5.012244292981049,2.0,3.512788751883776,1.003337339279907,Iris-versicolor
+109,5.991218386629741,3.380063837435177,4.506760250116961,1.6055400703910152,Iris-versicolor
+110,5.737581632947359,2.8920166109745225,4.086002600601379,1.2524320366416948,Iris-versicolor
+111,7.388957362690439,3.0,6.424929185000532,2.0971790288142445,Iris-virginica
+112,6.861895701874281,3.0,5.546846331221887,2.106538380693633,Iris-virginica
+113,4.787829416263264,3.402918089447403,1.5114386209434436,0.20035172663508458,Iris-setosa
+114,4.998923323477921,3.5971304258293033,1.3961925356047993,0.20388806209934657,Iris-setosa
+115,4.976982106448547,2.441750641883509,3.1592363683182993,1.076768590286945,Iris-versicolor
+116,4.7635882590709375,3.402065674724942,1.465153842081619,0.2718702289055732,Iris-setosa
+117,4.982056436690177,3.6005250777497144,1.3903277484259395,0.20133763755645395,Iris-setosa
+118,7.705648191256396,2.589548604198266,6.899998893862466,2.312064876883504,Iris-virginica
+119,6.835785066287769,3.073151560635989,5.130533258017758,2.2897976794479225,Iris-virginica

iris/tab_ddpm/3/14/test.csv

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

iris/tab_ddpm/3/14/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
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/3/14/val.csv

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

iris/tab_ddpm/3/15/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.721147866240729,2.7993899862671907,4.510067638066404,1.3034226764183394,Iris-versicolor
+1,6.357810076592866,2.881561757755815,4.278376851822474,1.2821594405963859,Iris-versicolor
+2,5.740560566511531,2.902161051277906,4.281413651642585,1.3078308170958464,Iris-versicolor
+3,5.005720632051242,2.0,3.567238695778504,0.9250474776354125,Iris-versicolor
+4,4.7986918708448325,3.0,1.3895697170930352,0.1,Iris-setosa
+5,5.665613025581543,2.7632265785117536,4.4946192955052044,1.2882022022174584,Iris-versicolor
+6,5.968889933494597,2.947218288969803,4.477051303092854,1.5003334000050486,Iris-versicolor
+7,4.990236673467964,2.000000763045864,3.4943684355762503,1.0167974214478779,Iris-versicolor
+8,6.878714924665445,3.102187132872092,5.092919044870779,2.29215324779121,Iris-virginica
+9,7.697377107900219,2.5914122592342044,6.9,2.301191011477172,Iris-virginica
+10,5.641886709161919,3.0,4.494808341273793,1.5065191994009224,Iris-versicolor
+11,7.687998296231023,2.6019967857000963,6.899998751085148,2.29391759169784,Iris-virginica
+12,4.891932047149743,3.0993480112985994,1.493356877873583,0.1,Iris-setosa
+13,6.798174796387521,3.1984097656043353,5.843812689016496,2.2723092806318617,Iris-virginica
+14,7.2976438109046375,2.887198125040425,6.354015820647692,1.8047167232246857,Iris-virginica
+15,5.0016227204535575,3.613828296757655,1.385348509797152,0.2016184729787563,Iris-setosa
+16,4.998455722381402,2.0,3.4526521906673784,0.927976175492568,Iris-versicolor
+17,5.81084841898095,2.692018116318867,4.019778174037926,1.020444713017362,Iris-versicolor
+18,6.1625335989414145,2.5984638385879997,5.603987054253008,1.4168369920331245,Iris-virginica
+19,4.814593459598799,3.0,1.4037511831914355,0.10000010391797266,Iris-setosa
+20,5.659524964934548,3.797802513531731,1.8439200891442378,0.3428376683683615,Iris-setosa
+21,6.001166126039654,2.7104455419227524,5.0606366658239885,1.594134316956503,Iris-versicolor
+22,6.315778041295182,2.296605624845939,4.380372273076807,1.3029317716390723,Iris-versicolor
+23,6.708063943939934,3.081858950601338,4.71571074817147,1.5027816883068423,Iris-versicolor
+24,6.253202733523791,2.8120961253009504,5.596615383576809,1.7402037521627696,Iris-virginica
+25,5.553682947884012,2.4203170512481345,3.7024414795216942,1.0560428595827513,Iris-versicolor
+26,4.793344996901138,3.397570054343384,1.6385168067849825,0.1950991679654872,Iris-setosa
+27,5.597524039379429,3.0,4.519851012990824,1.4938731783161932,Iris-versicolor
+28,6.90299647062062,3.171814462852744,5.699582563489881,2.2874941081253835,Iris-virginica
+29,5.581713896349691,3.0,4.4413674385252495,1.507646989622419,Iris-versicolor
+30,6.796661302261117,2.8099130686041094,4.794048287298206,1.3988594722501313,Iris-versicolor
+31,4.503871179483248,2.303295508356418,1.3120242416697225,0.32179499457227795,Iris-setosa
+32,5.100379012258509,3.807992372849013,1.4992823012883183,0.20194431897032256,Iris-setosa
+33,4.895737393352126,3.102086510090358,1.4934297259291922,0.10000013498119159,Iris-setosa
+34,6.717060300152919,2.48908883656191,5.817691633164987,1.8092979660843866,Iris-virginica
+35,4.598238347704197,3.6054484709531014,1.0000004315764892,0.19658931946420466,Iris-setosa
+36,5.096563706513765,3.5012444494135813,1.3835412097380277,0.1982663146036367,Iris-setosa
+37,7.212873188820015,3.0,6.086178981063637,2.080347835768527,Iris-virginica
+38,5.1768215424343875,2.6939445107957996,3.917023685352584,1.4129297189148124,Iris-versicolor
+39,7.094764183524901,3.0,5.894849703518043,2.066716740860718,Iris-virginica
+40,4.901508849869226,3.0,1.3864595668639905,0.20216337571691312,Iris-setosa
+41,4.893716214532267,2.3905574464432235,3.518302744168015,1.0012783709678572,Iris-versicolor
+42,6.116460173672767,3.340452022475061,4.605298632456166,1.5964134886455381,Iris-versicolor
+43,7.715986618544598,2.6094051215534235,6.899998984493396,2.300862065250479,Iris-virginica
+44,6.705877222298053,2.505622614247764,5.858985308940358,1.8110863182316064,Iris-virginica
+45,6.879206008512483,3.180056440211801,5.682723042043008,2.301356309445428,Iris-virginica
+46,6.389785736472759,2.896924829782478,4.297217747044684,1.3017402809106076,Iris-versicolor
+47,6.298556181779904,3.402490092974349,5.61422631020253,2.4039120651531927,Iris-virginica
+48,6.102566566824608,3.0,4.5981204186238935,1.405480566845305,Iris-versicolor
+49,4.990792429028957,2.0,3.497231270459997,0.9526790173180388,Iris-versicolor
+50,7.688762782319492,2.6160816735577312,6.9,2.3001491880255633,Iris-virginica
+51,4.928332480938807,2.4174708366400397,3.352507370682008,1.0504183364855073,Iris-versicolor
+52,5.212445427495593,3.4053138069960167,1.3860625491213459,0.1991578241602209,Iris-setosa
+53,7.710732013739107,2.5991003750550985,6.9,2.301780170405475,Iris-virginica
+54,5.38362386843701,3.9,1.280057683270563,0.39205065355293417,Iris-setosa
+55,4.635230150079169,3.403560155192918,1.4010671589941346,0.29831830435256684,Iris-setosa
+56,6.128763555089391,3.0,4.601385692169064,1.4139169609608206,Iris-versicolor
+57,5.306529218187203,3.681448104433448,1.4994715739630178,0.20007856527120446,Iris-setosa
+58,6.153094871982291,2.2130112326135225,4.515154680971212,1.4971816006057943,Iris-versicolor
+59,6.908832088597501,3.1964188065245924,5.668248871618235,2.3049006897000486,Iris-virginica
+60,6.185696355948832,2.204784725284663,4.489656400509885,1.5018591279746936,Iris-versicolor
+61,4.808870642834231,3.4031583567125496,1.6161029147923238,0.20441461457083357,Iris-setosa
+62,6.481682179415393,3.0,5.5235692101999065,1.8013038331519875,Iris-virginica
+63,6.815983693545217,3.182328812689906,5.775387518969936,2.2976852755777566,Iris-virginica
+64,6.00547973788573,2.1982414882374295,5.017830970329236,1.511601630585995,Iris-virginica
+65,5.9927658635318295,2.939464272884488,5.258342862737816,1.8129023967849245,Iris-virginica
+66,7.617913799148624,3.0,6.614740248514308,2.0924253541376663,Iris-virginica
+67,7.6778655421603865,2.5870995106759924,6.899998869568519,2.2947602458684107,Iris-virginica
+68,5.420767427728696,3.3912805523558927,1.7940533194540493,0.19915044323713205,Iris-setosa
+69,5.883048438032432,3.0,4.217081037016248,1.501322248036556,Iris-versicolor
+70,6.083559660578292,3.0,4.552354988821499,1.3989778618482926,Iris-versicolor
+71,6.026403352242928,2.692164452727144,5.14939572336612,1.5991540227726797,Iris-versicolor
+72,6.814835525961625,3.205099260229201,5.811254615125419,2.299137947156031,Iris-virginica
+73,6.176280761754017,2.194073006228146,4.477727226706513,1.4928252385264678,Iris-versicolor
+74,7.704814233575291,2.600055676931548,6.899998679059468,2.30557901782677,Iris-virginica
+75,6.723205449842697,3.3096847411263104,5.692088582695724,2.499999626470954,Iris-virginica
+76,4.4,3.2262855765908016,1.2972363917101881,0.20675280801239748,Iris-setosa
+77,5.848034115434543,3.0340983824278576,4.3515541986728605,1.5183873319342953,Iris-versicolor
+78,7.277037145968251,2.8906842181475487,6.297661037515004,1.8203752411092724,Iris-virginica
+79,6.695255647656128,3.0780652410507723,4.6373951049979105,1.4970117282270416,Iris-versicolor
+80,6.093874877018599,2.8019638362565122,4.705767562625588,1.198811637920883,Iris-versicolor
+81,6.706499252862592,2.4850302008089056,5.81720010509749,1.7970240149419454,Iris-virginica
+82,6.797679127848042,3.0,5.45375320597697,2.1156551879642937,Iris-virginica
+83,6.208249041916259,2.184664841140328,4.4697431169095045,1.499699591976307,Iris-versicolor
+84,5.595726722064984,3.0,4.527507178794537,1.5035024348657124,Iris-versicolor
+85,6.32986853076076,3.3890143555276033,5.617376618836971,2.391676962374301,Iris-virginica
+86,6.709681681968708,3.2939918243797774,5.696082566385758,2.102389225858333,Iris-virginica
+87,5.366239889079271,3.8999995614900955,1.2726814639584922,0.3721393339968525,Iris-setosa
+88,7.328081640688434,2.9018315742667915,6.3141993219804755,1.7998540077807212,Iris-virginica
+89,6.010553057738846,2.6946298346953848,5.113674167231787,1.5951395841366092,Iris-versicolor
+90,6.699380279193492,3.0972587407318604,4.672090776366899,1.498855629978888,Iris-versicolor
+91,6.505150926926823,3.0,5.7995926671453715,2.188129921961779,Iris-virginica
+92,5.726201966458253,3.8032487040361107,1.681172918898215,0.3029439222358331,Iris-setosa
+93,6.502289104979512,3.0,5.3896627249293365,1.884280519134252,Iris-virginica
+94,4.60412336421128,3.618049966084066,1.0000004830452736,0.2031007668991609,Iris-setosa
+95,5.396775433680943,3.899999641027789,1.3101651057425998,0.3546965743770684,Iris-setosa
+96,5.035623839272673,3.5542787420970803,1.391593845889524,0.20425668664488167,Iris-setosa
+97,6.215598510091312,2.262473142130272,4.469710511813606,1.4431245936846508,Iris-versicolor
+98,5.393872624709134,3.9,1.297655465911781,0.4074240211047096,Iris-setosa
+99,4.603015718665897,3.369428738274955,1.4081849681289587,0.3066167854203323,Iris-setosa
+100,6.823134839660587,3.0,5.526068435612443,2.0855842667798528,Iris-virginica
+101,5.698138444140581,2.8735854949132547,4.016101823226456,1.2807898648118683,Iris-versicolor
+102,6.237901769354914,2.19718958557511,4.49663590772568,1.4931108417970365,Iris-versicolor
+103,5.668239152024546,2.9567709554860206,4.3981559934512395,1.3739136866691941,Iris-versicolor
+104,5.39349389442671,3.899999630265629,1.293587896433242,0.3446113846771857,Iris-setosa
+105,6.023032469495334,2.7029097916937737,5.133887564643904,1.6123805411143053,Iris-versicolor
+106,6.799613274855648,3.1884025350173317,5.812425055016373,2.3015582788767897,Iris-virginica
+107,4.5850394872559725,3.635710320785682,1.0,0.20378499594807303,Iris-setosa
+108,6.29742001942102,2.3156273326743233,4.40214752236281,1.306342118247962,Iris-versicolor
+109,6.823181041706298,3.197353288221597,5.768490294868965,2.3051590773173674,Iris-virginica
+110,6.386581746215476,2.8802770668188358,4.286395077414686,1.28049195736644,Iris-versicolor
+111,6.302457582543914,3.4033337636713195,5.592655535018579,2.3999934900801065,Iris-virginica
+112,6.24397236594745,2.352234267798603,4.750189161373122,1.510888033685985,Iris-versicolor
+113,6.043503593716072,3.3998665800722216,4.538951555961557,1.6175874910021,Iris-versicolor
+114,5.497544380191043,2.572706001882402,4.386107539266404,1.13402896158413,Iris-versicolor
+115,5.471361903601441,2.364290964848222,3.629584467399034,0.9174042859836724,Iris-versicolor
+116,6.848034778996311,3.0,5.438401052886767,2.152882515384116,Iris-virginica
+117,6.101365017320599,2.5958505165261827,5.610268773849447,1.4045944234508894,Iris-virginica
+118,5.043530075443629,3.4053377413408135,1.5987407799659255,0.44331276130812275,Iris-setosa
+119,4.501689438431234,2.3168238153359955,1.312430496733913,0.29946153971961054,Iris-setosa

iris/tab_ddpm/3/15/test.csv

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

iris/tab_ddpm/3/15/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
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/3/15/val.csv

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

iris/tab_ddpm/3/16/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,4.897862353306913,3.0,1.381333941879337,0.19470057353512404,Iris-setosa
+1,5.605349088179129,3.0,4.486653807998653,1.5088880984733046,Iris-versicolor
+2,6.849561412481213,3.209889667662938,5.769879380830057,2.304779702197364,Iris-virginica
+3,5.993656835364369,3.0,4.278990178786621,1.483311741757422,Iris-versicolor
+4,6.683896504179752,3.2585165423322753,5.702623225770633,2.103800452992001,Iris-virginica
+5,6.264216636888856,2.956161708152305,5.538382822125126,1.7912648472168735,Iris-virginica
+6,6.686916760508118,3.1071381006840575,4.718204100262881,1.5003322778818045,Iris-versicolor
+7,6.1158087889471515,2.2882602511260943,4.3311215676456865,1.2702929500185205,Iris-versicolor
+8,4.604738006552095,3.408583862636902,1.395948944057126,0.3956969699434295,Iris-setosa
+9,4.897258345946236,3.085878256018699,1.4862744774410792,0.10000010904800816,Iris-setosa
+10,4.91885598387839,2.4096139708825017,3.08058005260052,0.9858562228231678,Iris-versicolor
+11,6.5061485086160395,3.0,5.496187952027635,1.7860886895990395,Iris-virginica
+12,7.705368362068128,2.6205097218912776,6.899998578958334,2.302981485014841,Iris-virginica
+13,5.598872039086587,3.0,4.487854355390941,1.4921585467762442,Iris-versicolor
+14,4.911290463007431,2.3916578777766655,3.2088001132488113,0.9453810981803725,Iris-versicolor
+15,5.098398243974876,3.507294352670922,1.4017173229181854,0.19853507621537175,Iris-setosa
+16,5.603917079907808,2.9014332769522597,3.6002277790670685,1.2801622601744438,Iris-versicolor
+17,6.462024063468445,3.0,5.516079920086517,1.7852000102717658,Iris-virginica
+18,5.784377233845847,2.7268934812914662,4.131300604027622,1.0514881332692148,Iris-versicolor
+19,4.4,3.0,1.3258252685801235,0.19598539702623718,Iris-setosa
+20,6.201682837723571,2.195280434301544,4.4513552005650086,1.501389929196709,Iris-versicolor
+21,4.946869397887097,2.4377111332820767,3.3091053552270546,1.0183931448700088,Iris-versicolor
+22,5.112016835266204,3.3976323470132774,1.4992574365746882,0.42308937691456217,Iris-setosa
+23,6.302205122809348,2.904420447313004,5.603749408418112,1.796002120320046,Iris-virginica
+24,5.304631992616499,3.7128288707759247,1.4971509425666845,0.20294017946795398,Iris-setosa
+25,6.252894224892535,2.5449664219669543,4.868966028046031,1.5093303981726818,Iris-versicolor
+26,4.4,3.2153513864260086,1.2970096238777598,0.19888647385336816,Iris-setosa
+27,6.425419449530427,2.913130854749627,4.290754269124065,1.3021883033262438,Iris-versicolor
+28,4.820575427241739,3.398927942261406,1.5527799101871818,0.19471385029249777,Iris-setosa
+29,6.810566180727543,3.1611054550897153,5.7122106365587495,2.2888370824942585,Iris-virginica
+30,5.929619793466836,3.0,5.099190385359134,1.825342269559431,Iris-virginica
+31,4.78585889473233,3.3941463689670455,1.636597596488689,0.20753809277311083,Iris-setosa
+32,4.4,2.9158422367944414,1.385067343518407,0.20199190642237877,Iris-setosa
+33,6.785656405081992,3.191028219037886,5.849336046055874,2.2830603245859153,Iris-virginica
+34,6.466319230247689,3.0,5.471440016820243,1.7907148081894841,Iris-virginica
+35,5.492301209219051,2.604882636310262,4.393248692255323,1.194163487610727,Iris-versicolor
+36,6.282429166381968,2.8892625653866237,5.583114902671941,1.766689689983844,Iris-virginica
+37,4.589120555717894,3.606653616704418,1.0,0.19890582414665506,Iris-setosa
+38,4.779761713885197,3.0,1.394302571978303,0.10000009713595802,Iris-setosa
+39,5.095224787598072,2.4452913492029262,3.289014073402449,1.1092721535381993,Iris-versicolor
+40,5.195941564947438,2.5080422145913914,3.379517208561298,1.1362441235909277,Iris-versicolor
+41,5.625533002734408,2.898089808177984,3.667653597682685,1.303040412398569,Iris-versicolor
+42,6.512868046400843,3.0,5.796361245687891,2.201975817193647,Iris-virginica
+43,6.300467604519374,3.392090432282811,5.602460862302327,2.3984408547082188,Iris-virginica
+44,7.9,3.7768413930337084,6.4347169926989976,2.0329300577246405,Iris-virginica
+45,6.099969367491328,3.0,4.597377576034923,1.4114769315376683,Iris-versicolor
+46,7.899998680172681,3.798999536848265,6.471579394656771,1.987100465481959,Iris-virginica
+47,4.7765224467191025,3.4006191376040946,1.4904301687847914,0.21962706855043562,Iris-setosa
+48,5.538169150088424,2.443860502371839,3.8222846980597387,1.0627727899622375,Iris-versicolor
+49,5.411178965482757,3.3912894698985716,1.549497442348797,0.41530404369210183,Iris-setosa
+50,7.673395211457321,2.809391650341508,6.687565303410872,1.9769200183824267,Iris-virginica
+51,5.807973547654261,2.7018956617530954,5.08249974142744,1.8812188309377225,Iris-virginica
+52,4.810074360266643,3.3987218417284337,1.499140233968433,0.1984119494612565,Iris-setosa
+53,6.300475360408577,2.9290856700515424,5.585802683726918,1.7909937097406967,Iris-virginica
+54,5.714555587073254,2.6384598502520498,4.0441742649720664,1.034330448107448,Iris-versicolor
+55,6.4005706535511795,3.2329032334578485,4.740571857222752,1.5744961073156427,Iris-versicolor
+56,6.104581549890397,2.8058419472227074,4.675825250244266,1.227881000655335,Iris-versicolor
+57,5.9855797555626165,3.4092234905692576,4.527110071661828,1.5913677779026636,Iris-versicolor
+58,7.608340741721016,3.0,6.598830474887336,2.095334770660161,Iris-virginica
+59,5.880229369377412,3.0,5.12999783925283,1.8075857322053985,Iris-virginica
+60,6.800176949466746,3.0,5.524365065749746,2.0866711421299136,Iris-virginica
+61,4.970488132792457,2.0,3.439015536470225,1.0001102398173072,Iris-versicolor
+62,6.512201356959676,3.0,5.419388585074219,1.8454311002336237,Iris-virginica
+63,6.28854832584121,2.905777348551378,5.598923032378133,1.779641972211638,Iris-virginica
+64,6.494869458243624,3.184108474241704,5.083036105232809,2.023310753280653,Iris-virginica
+65,6.1875933925420314,2.212501675051766,4.521465435836611,1.4876425954460326,Iris-versicolor
+66,5.098522800742955,3.4970229862984947,1.3925230559237252,0.19859495085440287,Iris-setosa
+67,6.257901126991078,3.3103189075055797,4.683764660076237,1.5692789599208068,Iris-versicolor
+68,6.5187782013820845,3.0043833475431,5.345691700229118,1.841245037126568,Iris-virginica
+69,7.2097039093968895,2.8873311504001613,6.265467358350022,1.7728757382068243,Iris-virginica
+70,4.946827768910745,3.4508161853665476,1.4355097940886221,0.204468679382219,Iris-setosa
+71,6.205869284930822,3.4168316335661677,5.621489310666236,2.4028544654154795,Iris-virginica
+72,5.110263551981217,3.795671793719417,1.7796852606447824,0.19983464963616823,Iris-setosa
+73,6.17233120859272,2.2076381185123624,4.4868760618241055,1.5050113747593652,Iris-versicolor
+74,5.581947460720422,2.4844894536978313,3.914867823554168,1.101045785139555,Iris-versicolor
+75,4.609656029677716,3.5961626905976,1.0000004068578827,0.20129015038570416,Iris-setosa
+76,6.925585113772438,3.1889278799713012,5.864854322720634,2.295748518188339,Iris-virginica
+77,5.3406434622829515,3.688181173575788,1.5374293624100352,0.2039889621613521,Iris-setosa
+78,6.969822232104194,3.04964068844746,5.7717077094978615,2.197033529919711,Iris-virginica
+79,5.913819608142251,3.0,5.046136221223089,1.7587028104940048,Iris-virginica
+80,4.899029505716158,2.416635249356263,3.203273631890684,0.9840011250198335,Iris-versicolor
+81,6.766707088917688,2.8256563595022386,4.757153927005144,1.4161201124754927,Iris-versicolor
+82,7.9,3.814418773688313,6.373103291661828,1.9984998404527734,Iris-virginica
+83,5.2017180165395365,3.4006788460128616,1.4013791787975984,0.20120690064138275,Iris-setosa
+84,5.388338080317647,3.7557220698309415,1.526561195070353,0.36467906223664787,Iris-setosa
+85,6.073986667231995,2.7928144198598637,4.670565195412413,1.1867376284891897,Iris-versicolor
+86,5.724532823710668,2.8283047626399402,4.4879060224836875,1.300556274947815,Iris-versicolor
+87,5.420359327912099,3.4021143269818284,1.5905270071803101,0.40467910215010267,Iris-setosa
+88,6.23913505792187,2.9178308681671745,5.566641606184607,1.8189279988582305,Iris-virginica
+89,4.621120384553006,3.5767961426135595,1.0,0.20305832883810926,Iris-setosa
+90,6.625963499511642,3.0,4.429150730449216,1.4051481223648816,Iris-versicolor
+91,4.785747008401728,3.0,1.3831810862705647,0.2981856190098168,Iris-setosa
+92,5.3837302130261016,3.9,1.296804320537638,0.35350225705191957,Iris-setosa
+93,5.688548865315115,2.9058928826700505,4.2340797125886755,1.2961689790060869,Iris-versicolor
+94,6.815779093496051,3.192967494937101,5.908146642309395,2.303235398559628,Iris-virginica
+95,5.971206500445818,3.411525634456174,4.521318372452645,1.6346700358820083,Iris-versicolor
+96,7.286385298729137,2.885382851613425,6.264336318539017,1.7851066032561973,Iris-virginica
+97,5.760673675257209,2.7837524783892285,4.279207748577565,1.197241348236223,Iris-versicolor
+98,5.621982366695007,2.4775487652389057,3.895353317913991,1.0191358011805876,Iris-versicolor
+99,4.808895598450078,3.4061029077047014,1.5713227858608012,0.20035857338918764,Iris-setosa
+100,5.811569026326241,2.690787817715943,5.102113336318983,1.8956616620242854,Iris-virginica
+101,5.551689782044685,2.5701521255824886,4.312362560499938,1.1590140978753287,Iris-versicolor
+102,6.287264761459718,2.292058805668559,4.399246214051073,1.2788884217115442,Iris-versicolor
+103,4.597713485351789,3.5987410688933408,1.0000004339059136,0.1969435521358633,Iris-setosa
+104,4.912676367072706,3.110670676954692,1.4936807502535836,0.1,Iris-setosa
+105,6.695811427445028,3.1046481553534204,4.674440293715525,1.4927766240692935,Iris-versicolor
+106,6.074057069213096,2.81360217510453,4.685784886410758,1.1481993983079644,Iris-versicolor
+107,5.870693250152853,3.0,4.243037378081938,1.4846950124732088,Iris-versicolor
+108,6.5901043416708935,3.0,4.385509263630561,1.3980655475164792,Iris-versicolor
+109,6.095194410378064,2.796604613805766,4.702641457963729,1.2229225558845624,Iris-versicolor
+110,6.2880726742078075,2.900814145710617,5.606790527050391,1.814417974655471,Iris-virginica
+111,5.661993736875189,2.796187956971519,4.496687277498556,1.3030132641168686,Iris-versicolor
+112,7.69069365656576,2.6019583045097034,6.9,2.301559829296917,Iris-virginica
+113,6.250273553484905,3.406598899331073,5.621276267449475,2.4063685080773167,Iris-virginica
+114,4.4,2.889074151079892,1.4022914348106652,0.19606242960685882,Iris-setosa
+115,5.097576931189455,3.6820787152819023,1.6105925380563386,0.4169974890884662,Iris-setosa
+116,5.211600938437175,2.696985357803727,3.963854945614318,1.3990963445520797,Iris-versicolor
+117,6.814373742099955,3.1941590835916074,5.856505045901068,2.299828550764993,Iris-virginica
+118,5.17773994786555,2.709763143372026,3.8349396750939806,1.3974776991434854,Iris-versicolor
+119,6.331984432235603,3.0,4.424077857337725,1.3855550010670297,Iris-versicolor

iris/tab_ddpm/3/16/test.csv

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

iris/tab_ddpm/3/16/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
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/3/16/val.csv

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

iris/tab_ddpm/3/17/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.064284505293379,2.5021649798690593,3.0909285914012985,1.0996420177491482,Iris-versicolor
+1,6.624705300231978,3.0,4.53717255864268,1.4381102846626144,Iris-versicolor
+2,5.396953914689688,3.400892527241687,1.4997112363856882,0.4089317444078892,Iris-setosa
+3,5.30951693925971,3.6776624112958096,1.4942049794766483,0.20267279962529997,Iris-setosa
+4,6.854163141257081,3.201184469900106,5.743087462758938,2.3078973227181714,Iris-virginica
+5,4.5985793412362925,3.605349043250231,1.0000005220907848,0.19951558582206214,Iris-setosa
+6,5.510973173457924,2.4093031296211946,3.6753534043936154,1.0109490134119563,Iris-versicolor
+7,6.257659225945292,2.9080380233542993,5.598440881662124,1.8135647609451646,Iris-virginica
+8,4.9990684794191305,3.393320389586232,1.6115731195902878,0.39043195872571984,Iris-setosa
+9,7.27844273302963,2.8919996782604964,6.285991124018479,1.7897023468235922,Iris-virginica
+10,6.109579790769968,2.6045060431531937,5.607606176054047,1.401875274818476,Iris-virginica
+11,7.093868223651827,3.0,5.990693170731911,2.099898821201181,Iris-virginica
+12,6.272687256382328,3.1270623330536713,4.674792068945944,1.4871970384343223,Iris-versicolor
+13,5.920843176541123,3.0,5.085889089339039,1.7797533103715941,Iris-virginica
+14,6.785111842783178,3.0,5.53349347901505,2.1006963659313436,Iris-virginica
+15,4.4,2.910979799395062,1.3989952112612056,0.20145226011964235,Iris-setosa
+16,6.261035956331498,2.4996560323408694,5.064115352185307,1.8982928112011612,Iris-virginica
+17,6.482940699138298,3.0,5.798377189223148,2.22130529882385,Iris-virginica
+18,5.411882302902183,3.899999635232293,1.3084415852946933,0.4442800373502143,Iris-setosa
+19,5.20968167673301,2.705744830725837,3.8800662090125906,1.3990665063470433,Iris-versicolor
+20,6.517260805770595,3.2132708692498806,5.0461178741100605,2.008017012963194,Iris-virginica
+21,6.709860406188737,3.3147595291535517,5.7021315545743905,2.499999631626059,Iris-virginica
+22,5.08705156506343,3.6924914905196666,1.498587843914754,0.4224408579970161,Iris-setosa
+23,4.595741009973023,3.6148713032659807,1.0000003641715498,0.20071493696170747,Iris-setosa
+24,5.390792718934614,3.8999985866625293,1.3262576666984522,0.369848318556668,Iris-setosa
+25,6.490879289980556,3.0,5.512451864882472,1.7824690875103384,Iris-virginica
+26,5.074097061113378,3.7165263922307235,1.4902566802662705,0.21089148620391196,Iris-setosa
+27,5.120105392356671,3.4911914501768377,1.4044918400496056,0.19969247642659316,Iris-setosa
+28,5.984592161425112,3.4013553274725044,4.474125504293512,1.5694842549505343,Iris-versicolor
+29,5.707201219600019,2.793840096944332,4.526886253004469,1.302845595959092,Iris-versicolor
+30,5.409827274462196,3.9,1.3044709995581172,0.41706394072672337,Iris-setosa
+31,5.95816404819419,2.701297232605668,5.154607126996951,1.5891229625710954,Iris-versicolor
+32,5.115000899441245,3.493482930270459,1.4028179833914711,0.20237458666041283,Iris-setosa
+33,5.62197203303432,2.9126617572189097,3.6833038043493946,1.304114257563732,Iris-versicolor
+34,4.9290102266180735,3.0,1.404838853991188,0.1990257972755455,Iris-setosa
+35,5.6130857622389545,3.0,4.521371043526425,1.5021548631287476,Iris-versicolor
+36,5.3122412573759386,3.698402137093994,1.4952069273185722,0.19795985245421177,Iris-setosa
+37,6.6990684961099225,3.113540134425173,4.690227459400549,1.5032075123071535,Iris-versicolor
+38,5.902090814769008,3.0,4.1555072938472035,1.4914705088325226,Iris-versicolor
+39,6.010291533258086,2.719342653093982,5.103947061666239,1.5898154715935147,Iris-versicolor
+40,7.004609111882575,3.059229739281915,5.78624877755689,2.2098347690704228,Iris-virginica
+41,4.9962187429429825,3.3860850951929486,1.630758155453983,0.3819267652401778,Iris-setosa
+42,7.734513446157754,2.5809476601078667,6.9,2.319876560806366,Iris-virginica
+43,5.316010067779186,3.697790828074424,1.4960367857193968,0.2025387708789844,Iris-setosa
+44,5.398030211209311,3.404390011993017,1.4974923365561632,0.39148958840760867,Iris-setosa
+45,7.693109290381023,2.8047343021846323,6.7062128918928225,1.9879064181139592,Iris-virginica
+46,4.4,3.2191095746360574,1.2782160676867313,0.20036959159245216,Iris-setosa
+47,6.080531266954808,2.3988441988739333,4.304880519237649,1.2333677090416286,Iris-versicolor
+48,4.893086316632479,3.096702365953216,1.5493596601243247,0.1,Iris-setosa
+49,4.596347198609846,3.593260080800954,1.0000004184977374,0.19857469016601292,Iris-setosa
+50,6.308705950283161,3.274058121938734,4.664608354896236,1.5908868199407116,Iris-versicolor
+51,5.9862208998689646,2.1942509990261594,4.9850161574129475,1.4955975234778338,Iris-virginica
+52,4.9156383048784535,2.4202707452735717,3.2334921663658553,1.0092527895405374,Iris-versicolor
+53,5.8080963665239596,2.697188020830824,4.01592971641461,0.8988113953801629,Iris-versicolor
+54,5.376775048129666,3.9,1.316606377652078,0.3678638203596587,Iris-setosa
+55,6.016318047956922,2.912965797900504,4.5020643946794925,1.4967533810322986,Iris-versicolor
+56,4.617125833908047,3.6065423127353857,1.00000038130845,0.20610530375223676,Iris-setosa
+57,5.104791637108527,3.793683560760757,1.626967163899279,0.20071943810095924,Iris-setosa
+58,5.723037815078834,3.0,4.341246327808782,1.4393524920221197,Iris-versicolor
+59,6.016365554834021,2.7088895968731244,5.037464132692698,1.5995468668936081,Iris-versicolor
+60,6.156383726536423,3.0,4.597145031944519,1.424652977252378,Iris-versicolor
+61,6.100036183233008,2.813288993346684,4.660583717906194,1.2010212801047881,Iris-versicolor
+62,5.189314867737641,2.715834455185339,3.876468397891238,1.3838711904209196,Iris-versicolor
+63,6.634992970818571,3.0,4.4869953841031585,1.4417085598709818,Iris-versicolor
+64,4.4994488917249695,2.321874394415885,1.2949334857996497,0.33552101984995675,Iris-setosa
+65,5.398737101496507,3.396678712757031,1.5387164319184423,0.3961589404355246,Iris-setosa
+66,6.271813951149183,2.2821646100447333,4.377461838444928,1.3123304630002504,Iris-versicolor
+67,4.5948891055492656,3.6154384724352666,1.0000003666792598,0.19787507147899486,Iris-setosa
+68,6.875464896657774,3.2154824256304746,5.671276311536678,2.299444052657263,Iris-virginica
+69,4.592784936219342,3.4076239404082833,1.4007836411556513,0.3705609705512511,Iris-setosa
+70,6.883026234656696,3.102180920713517,5.137982665449951,2.2991073731425287,Iris-virginica
+71,5.3074494263504075,3.7107363650836915,1.4975804307604825,0.203127024243452,Iris-setosa
+72,6.695115968027817,3.264874160269563,5.7366792496300425,2.116003955968164,Iris-virginica
+73,5.9301719121097545,3.323238916696284,4.47458656174635,1.5385775584378862,Iris-versicolor
+74,5.002473036483538,2.0,3.5187742765244177,1.0061396174665074,Iris-versicolor
+75,5.012137299286276,2.0000005032410137,3.500632288267921,0.9040408870585284,Iris-versicolor
+76,4.845413669425155,3.0,1.397804694347895,0.29055124629476403,Iris-setosa
+77,4.912487512880283,3.0,1.3998014969639112,0.1998885377299917,Iris-setosa
+78,6.099255334519438,2.6087011601380103,5.597335120671258,1.3963893226848891,Iris-virginica
+79,5.61175218166262,2.9042680961267293,3.684595679085744,1.3025260434676122,Iris-versicolor
+80,7.292390741998835,2.904617245769868,6.255946808869707,1.7895576242108242,Iris-virginica
+81,5.200922703656717,2.715305689895429,3.937225826248606,1.4112533422670093,Iris-versicolor
+82,5.9611980160103935,2.1851411025305927,4.971344472119779,1.4920267408817487,Iris-virginica
+83,5.879933498692635,3.0,4.230590926250391,1.4973103764081868,Iris-versicolor
+84,5.386713886171742,3.398454186749139,1.6432181382871793,0.19871092406593083,Iris-setosa
+85,6.080290928401401,2.5857873138452265,5.616833524986848,1.4245093576426284,Iris-virginica
+86,5.593971963424911,2.8954271373416525,3.6148098094747696,1.3053600736153677,Iris-versicolor
+87,5.98520165057117,2.719594403233317,5.102601712563692,1.603574420835933,Iris-versicolor
+88,7.210344600753355,3.0,6.149216542096068,2.091861478461569,Iris-virginica
+89,7.707584727193988,2.8060788512220096,6.712492949015857,1.989380645196395,Iris-virginica
+90,4.604853871421074,3.4057928466766647,1.403602350212867,0.29930281525002445,Iris-setosa
+91,4.832245752697842,3.3940607109591556,1.5828501990578008,0.19940663446653753,Iris-setosa
+92,5.6735249824599885,2.8792168253335495,4.042329448287166,1.288802553360023,Iris-versicolor
+93,6.846183115823061,3.092427951741326,5.065853645083003,2.2984225690865037,Iris-virginica
+94,5.369457796324607,3.402095053469735,1.494494848664355,0.38239754704702805,Iris-setosa
+95,5.134905879258609,3.7758085283894744,1.491858570204525,0.20127957139985747,Iris-setosa
+96,6.538947529989108,3.0,5.494409090095339,1.792836436707503,Iris-virginica
+97,6.362657969626171,2.881270509669304,4.321846351288202,1.2665553236000944,Iris-versicolor
+98,5.082165474148008,2.49397632693447,2.9903249789042254,1.0891187033306287,Iris-versicolor
+99,7.709839224542383,2.5863150965915187,6.9,2.302361509372967,Iris-virginica
+100,5.886531086769885,3.0,5.12648965041083,1.79751073246735,Iris-virginica
+101,6.12717326756731,2.603445416067026,5.611018092835753,1.403868765122286,Iris-virginica
+102,5.410151111607113,3.899999521959206,1.295363238609741,0.40482956836771267,Iris-setosa
+103,7.721052970706858,2.7767423022693265,6.71875477313604,2.0077175640436,Iris-virginica
+104,6.917981658082522,3.1018526137145646,5.157750624420259,2.3009487837798877,Iris-virginica
+105,6.876756258606094,3.1051045497300103,5.078887041811105,2.2988234821985696,Iris-virginica
+106,5.602154068476775,3.0,4.516606904652963,1.50617127871474,Iris-versicolor
+107,7.899998994983306,3.8033669226984497,6.408730972315468,2.0228943370005417,Iris-virginica
+108,5.652107642808127,3.0,4.534935018236235,1.498554200927509,Iris-versicolor
+109,4.908363711181882,2.372263168969825,3.334577950780638,1.014632200368082,Iris-versicolor
+110,5.995964211617601,2.1872946150528216,5.004288847492301,1.5029622898579673,Iris-virginica
+111,4.584495182413414,3.615293846010599,1.0,0.19674174282349083,Iris-setosa
+112,6.807159945937105,3.204219987446448,5.761719191622652,2.3052696172788316,Iris-virginica
+113,5.603598809504897,3.0,4.499101049717235,1.506937775585445,Iris-versicolor
+114,6.220505193160641,3.157305383447536,4.685841764827817,1.5155824594634884,Iris-versicolor
+115,5.096860346264024,3.6512746902101902,1.4865840353570086,0.3807695677723434,Iris-setosa
+116,5.797035996171989,2.709853581946127,5.077333958350763,1.8851070522485898,Iris-virginica
+117,5.712964903936748,2.9352441526344046,4.201169022202326,1.3012895713388464,Iris-versicolor
+118,6.812050710654154,3.205178336175299,5.846821181390574,2.3090220920889175,Iris-virginica
+119,6.097654266205817,3.0,4.586099876895689,1.3863461251461418,Iris-versicolor

iris/tab_ddpm/3/17/test.csv

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

iris/tab_ddpm/3/17/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
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/3/17/val.csv

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

iris/tab_ddpm/3/18/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,7.9,3.7965927676058704,6.370889792625905,2.003310358847713,Iris-virginica
+1,4.809793729692842,3.3986751630514083,1.5580716329731719,0.1993243280349818,Iris-setosa
+2,5.218964713944674,2.7031570773768876,3.947035258775946,1.3970368333332241,Iris-versicolor
+3,6.716853250426936,3.0888117298171593,4.679069129437557,1.4832321200647791,Iris-versicolor
+4,5.048576420884593,2.4856084699025125,3.017619860653215,1.078851501998119,Iris-versicolor
+5,5.202299745978502,3.3898516392225297,1.3898464171589349,0.20284808885837236,Iris-setosa
+6,5.684290733941155,3.7983508679615565,1.6773600091966485,0.29627965589476657,Iris-setosa
+7,4.595113922406357,3.5924781058375466,1.0000004942129967,0.1994966720965488,Iris-setosa
+8,4.606010420640536,3.6198159452741328,1.0000003828073594,0.19973334824179587,Iris-setosa
+9,7.714992104509035,2.589377200764911,6.9,2.295666901212892,Iris-virginica
+10,6.976679525668105,3.2072698913239956,5.7488102376517265,2.294137386239621,Iris-virginica
+11,5.298749325348993,3.6910601922235657,1.498793368109777,0.20354421184359256,Iris-setosa
+12,7.474774418816825,3.0,6.454450280563413,2.096569639075261,Iris-virginica
+13,5.582933943446726,3.0,4.089877759385885,1.305429568732096,Iris-versicolor
+14,6.274215836187574,2.2815720214959208,4.37609626351015,1.3068718783166058,Iris-versicolor
+15,6.5091915081561655,3.0,5.799618224683211,2.2222330961888144,Iris-virginica
+16,7.701667430546915,2.8112783125581875,6.714658009546001,1.9845207860529726,Iris-virginica
+17,6.282559187401325,2.4890503720661954,4.823950873926682,1.4924372040282456,Iris-versicolor
+18,6.820761613619844,3.199329376284386,5.746600178145434,2.290410168776158,Iris-virginica
+19,7.135208834699688,3.0223368119263143,5.7927500749076275,2.239111441100285,Iris-virginica
+20,6.011357181545702,2.192245979085235,4.984793743390812,1.4924348501787892,Iris-virginica
+21,6.879545806248642,3.2154547263588813,5.725917193422389,2.2872980195851444,Iris-virginica
+22,6.709986213501143,3.286165616753672,5.680605732655884,2.4999995094151526,Iris-virginica
+23,5.7170310726769955,3.798487545834276,1.6712003607897299,0.2963353165756065,Iris-setosa
+24,5.527633421475401,2.4488830461158813,3.749517029421873,1.018378756736104,Iris-versicolor
+25,6.450592184449173,2.922108551734004,4.301564982982872,1.3116248185904724,Iris-versicolor
+26,5.388567534957578,3.3960841990064576,1.4944405086221442,0.4037378430174414,Iris-setosa
+27,4.807369987229345,3.4008628875150597,1.5836706710178514,0.1997019761631823,Iris-setosa
+28,6.494526126527235,3.0,5.801394685894773,2.2002127213829183,Iris-virginica
+29,7.7091443786410325,2.82989409964542,6.701185355931637,2.012617162608866,Iris-virginica
+30,6.955725920822959,3.112461664771338,5.095863113957713,2.298248969282883,Iris-virginica
+31,6.671715658847192,3.3050758723639984,5.720433771812407,2.5,Iris-virginica
+32,5.960291103258419,3.2455719453938783,4.50296897512826,1.552784662746538,Iris-versicolor
+33,6.3091259572680425,2.506169945868748,4.908637904956123,1.5077840524689463,Iris-versicolor
+34,5.868119798646248,3.0,4.202024951907179,1.4906353803833055,Iris-versicolor
+35,5.511544489667433,2.601993508938917,4.433654779527656,1.2021826650678924,Iris-versicolor
+36,6.549031718353967,3.2039858472946805,5.124703769356326,2.039190503391672,Iris-virginica
+37,6.0226063267863035,2.7040147328984694,5.0628383831753485,1.586560004140968,Iris-versicolor
+38,4.794443217549421,3.390748842960152,1.6608751608074455,0.2017290846225266,Iris-setosa
+39,5.186437297580328,2.703452685103562,3.8848671326989352,1.398241835421718,Iris-versicolor
+40,4.817654950041069,3.391313078042055,1.7334235284997526,0.20230608175405732,Iris-setosa
+41,6.480254048314907,3.0,5.5185813582732255,1.8172058101137445,Iris-virginica
+42,6.324919120382489,3.3770924278355148,5.613059686662747,2.396471344751347,Iris-virginica
+43,5.098481390869267,3.510806272807247,1.4012027321166918,0.19559566472542206,Iris-setosa
+44,7.033962334514692,3.0,5.842508559920355,2.122534053552221,Iris-virginica
+45,4.806160150116455,3.4025877814386716,1.514177102052121,0.19934623359514697,Iris-setosa
+46,5.79619768488405,2.7149989275225375,4.101843713594159,0.9521897587193631,Iris-versicolor
+47,4.7950553355002725,3.0,1.4017374656141888,0.2956829678299018,Iris-setosa
+48,4.804793979915944,3.398143087714416,1.6695772507160789,0.2006565473851179,Iris-setosa
+49,6.692323653617321,3.0747869692094296,4.673325904514742,1.4927148419571743,Iris-versicolor
+50,5.591000163325271,2.4743824865935995,3.8623665570987176,1.0436541763034113,Iris-versicolor
+51,4.898390075067559,3.0,1.4006713020612016,0.1996881382156755,Iris-setosa
+52,5.1236700824641535,3.7080881288209135,1.7049984551198771,0.38699096768687324,Iris-setosa
+53,4.603161529757303,3.605050762597804,1.0,0.2046687236377919,Iris-setosa
+54,4.980800358601088,2.0,3.5190373578428837,1.0214073292040076,Iris-versicolor
+55,5.168564329304372,2.699571146027668,3.8624101965116915,1.4037497949953346,Iris-versicolor
+56,6.806625142798908,2.805895356864682,4.789778502716585,1.4013010402017934,Iris-versicolor
+57,5.6375264924046995,2.8946040430694118,3.754802430369227,1.3059585987955313,Iris-versicolor
+58,4.600652417487154,3.6299413179058195,1.0,0.1976836129842714,Iris-setosa
+59,4.995366000135528,3.634494003055247,1.407267813621895,0.19778196109784857,Iris-setosa
+60,6.809550838711817,2.7998933466364737,4.800619536165069,1.3966353980683581,Iris-versicolor
+61,6.018654771120901,2.9268060072827966,4.49332282597464,1.4776635204826423,Iris-versicolor
+62,5.228746978658619,3.4067172367867813,1.4034196179690024,0.19916912121209693,Iris-setosa
+63,7.712749833239279,2.6053014592297172,6.9,2.3013308923657685,Iris-virginica
+64,6.301983285490549,2.2959000168006556,4.409375091106772,1.3037352171581702,Iris-versicolor
+65,4.806638145980454,3.0,1.4068493215131863,0.10000010525888703,Iris-setosa
+66,4.400000459830185,2.9079794538617953,1.3956299382984545,0.20174469785321442,Iris-setosa
+67,6.598666288961709,3.0,4.412091177983192,1.4074581549904197,Iris-versicolor
+68,6.809190691554722,3.1711160409048786,5.833510657131564,2.300998062403348,Iris-virginica
+69,5.099950211020122,3.701001495868531,1.497674869539112,0.40103460407326,Iris-setosa
+70,6.3199178732456796,2.900861817101949,5.594129656916523,1.7971760450514922,Iris-virginica
+71,6.694896198591691,3.0747686586770553,4.70712700281257,1.5029589614009067,Iris-versicolor
+72,6.674567539981322,3.292365137372613,5.717541459367549,2.4999994492281106,Iris-virginica
+73,6.431779041911995,2.911948553314167,4.32470980077838,1.31209213683074,Iris-versicolor
+74,6.030598177765193,2.250668830988981,5.027881299438905,1.5115040166393443,Iris-virginica
+75,7.686354336971501,2.7981911635376977,6.706037506705565,1.991577832324434,Iris-virginica
+76,6.882605826391795,3.2013576765304044,5.719989047403161,2.294823864988293,Iris-virginica
+77,7.698760363491304,2.802657800346198,6.688332782093475,2.0095576944122335,Iris-virginica
+78,5.101296444432313,3.4897372870734062,1.3905396835930364,0.29808571965542874,Iris-setosa
+79,5.885758514960113,3.0,5.0921684353871655,1.7829632005693015,Iris-virginica
+80,6.2931911320260285,2.291879046683277,4.407058853234449,1.2816429538950564,Iris-versicolor
+81,4.400000541663865,3.194809878678292,1.267935866412999,0.1978339041019973,Iris-setosa
+82,6.494735062415744,3.2120152203595613,5.095133241553998,2.007215349962511,Iris-virginica
+83,6.708437455468012,2.4916019723662357,5.929032635310653,1.7993857822812647,Iris-virginica
+84,5.49338527914972,2.610374462430295,4.422091435652534,1.2174058740270062,Iris-versicolor
+85,5.458322952716255,2.59743840533048,4.395450771438547,1.1928347574323301,Iris-versicolor
+86,4.618808699014745,3.6255587957167106,1.0,0.19374836392611877,Iris-setosa
+87,6.503122039398955,3.2032471297831573,5.102097735092353,2.0276646596296515,Iris-virginica
+88,6.7235258574507855,3.2823200699101136,5.730359085280368,2.1036672620920767,Iris-virginica
+89,4.873438369568713,3.079916000802884,1.493068351356751,0.10000009617564684,Iris-setosa
+90,5.490846618441112,2.586425411839549,4.365007378848205,1.1972181489458267,Iris-versicolor
+91,5.7904532013596555,2.708335623278029,4.118288849859681,1.0413723101012033,Iris-versicolor
+92,5.091979680079893,3.501855220629047,1.4021405257356414,0.19706766497003622,Iris-setosa
+93,4.400000519375542,3.176685939669571,1.294834923946254,0.1948616486366327,Iris-setosa
+94,5.889831428048353,3.0,4.218261003849975,1.4999915214499484,Iris-versicolor
+95,5.070830568192167,2.4862437471793193,3.055210772656947,1.071528474696504,Iris-versicolor
+96,5.798078082232573,2.7125342763499347,4.123747167191824,0.9626959999566616,Iris-versicolor
+97,4.50670897881198,2.2828514948424172,1.2997165540331268,0.2955639385371336,Iris-setosa
+98,5.619028026637786,3.0,4.07211443412186,1.294652179659375,Iris-versicolor
+99,4.4934136400636255,2.2737548666127116,1.286040977593046,0.292694050668802,Iris-setosa
+100,4.891092542492295,3.13182269042392,1.4912148477844298,0.10000009957508893,Iris-setosa
+101,4.994834539279478,2.000000485610293,3.352136388493702,0.9830679128846922,Iris-versicolor
+102,5.758814192494243,2.69078647361588,5.084261788881697,1.8887407201891655,Iris-virginica
+103,6.273879784533377,2.9029112927214897,5.592661104979869,1.8127891907014695,Iris-virginica
+104,6.487120303539254,3.0,5.791892399692008,2.1997814736680112,Iris-virginica
+105,5.788110112037264,2.698837237288004,4.113290255301014,0.9804499884038911,Iris-versicolor
+106,5.6575654958875585,2.8939425215949077,4.098569319149444,1.291844588878993,Iris-versicolor
+107,6.2926658492307155,2.9060819723690114,5.603389709445449,1.832394508054684,Iris-virginica
+108,5.11074099282416,3.699109802975209,1.571018146596204,0.405214188824416,Iris-setosa
+109,6.899684710364547,3.193872724067656,5.758661136329178,2.3140317975260363,Iris-virginica
+110,4.4,2.9146088648855764,1.3869424432881292,0.19947828490009575,Iris-setosa
+111,6.012717787901967,2.197448839739489,5.019504394085633,1.4966967838517713,Iris-virginica
+112,4.803601582612322,3.0,1.4014411640539524,0.1,Iris-setosa
+113,5.876125089310092,3.0,5.096050047086387,1.814898201576753,Iris-virginica
+114,7.276079292360795,2.883933234918046,6.26349726695071,1.7943618640690868,Iris-virginica
+115,6.304024619535647,2.9047056675374834,5.597397264831375,1.8035099335153257,Iris-virginica
+116,5.824570974301575,2.6994059711312093,4.197403468559606,1.0136595642953614,Iris-versicolor
+117,4.4,3.1773464726911156,1.3092874335203653,0.20127631419555275,Iris-setosa
+118,6.702992309067879,2.500589985006578,5.834177820219833,1.810351140468443,Iris-virginica
+119,5.062338894342405,3.507694492241073,1.3954976996054125,0.197359830563558,Iris-setosa

iris/tab_ddpm/3/18/test.csv

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

iris/tab_ddpm/3/18/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
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/3/18/val.csv

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

iris/tab_ddpm/3/19/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.123337273240851,2.6048031958084246,5.604788147827845,1.39904557596769,Iris-virginica
+1,5.103399752536032,3.5042284852127166,1.3872217807992426,0.3099749405441825,Iris-setosa
+2,7.318977149975169,2.887121086441812,6.304908557450226,1.7933579793718368,Iris-virginica
+3,6.500341216700754,3.0,5.481576583012979,1.8072457691186643,Iris-virginica
+4,7.679583488172919,2.617556756734142,6.9,2.2988874579310705,Iris-virginica
+5,6.518620811982854,3.0,5.503391096101587,1.8461827346590352,Iris-virginica
+6,5.119751737800518,3.4720896899342746,1.414168078564199,0.29160397411940664,Iris-setosa
+7,6.488940410357821,3.0,5.492605785973382,1.8047822191230707,Iris-virginica
+8,6.786629365702749,2.80412353571361,4.851275689064902,1.4095494752367386,Iris-versicolor
+9,6.302190003149643,2.8798279472667283,5.616226991432399,1.7993558567735044,Iris-virginica
+10,4.903098162823241,3.106139094091415,1.7328317755337732,0.10000009088542441,Iris-setosa
+11,6.018867105285683,3.3896479816319136,4.48957052511548,1.6125278384008304,Iris-versicolor
+12,5.57058061333263,2.444015211961353,3.7409207961711557,1.0680877465545238,Iris-versicolor
+13,6.025592898507761,2.6918044578038507,5.080102564791998,1.5808025206538994,Iris-versicolor
+14,7.7142667900252535,2.799308492199881,6.721173453918526,2.0251369127762517,Iris-virginica
+15,5.083468891973627,3.5069529244121376,1.3955813587909407,0.1997699554027303,Iris-setosa
+16,6.076780696427655,3.0,4.5855100302639356,1.3922337389687318,Iris-versicolor
+17,5.746131445091296,2.699747160555428,5.068691731266005,1.8991622749080295,Iris-virginica
+18,6.412358638997745,2.900139568244368,4.3312905256960015,1.3072297373276376,Iris-versicolor
+19,6.717271108369413,3.3000020203592366,5.699407954889556,2.499999604673261,Iris-virginica
+20,6.271582789977648,2.9072665411385645,5.607437059001098,1.7939004429587802,Iris-virginica
+21,6.097433381655991,2.593042612800863,5.612825356434834,1.4052829331897936,Iris-virginica
+22,5.420400370193308,3.8999995809085495,1.312789412871506,0.375231914259331,Iris-setosa
+23,4.906178845443095,3.0,1.396599717905381,0.19649835802804697,Iris-setosa
+24,7.299823653957263,2.9047028140927873,6.324783230648494,1.7763763796883631,Iris-virginica
+25,7.272310049349328,2.911405572820302,6.235134319969099,1.80989102039636,Iris-virginica
+26,6.297586328220796,3.4055143448630862,5.595813546270532,2.400193186449196,Iris-virginica
+27,5.570162371991595,2.6514125340226204,4.439754808389099,1.2194110335214816,Iris-versicolor
+28,5.826006892859047,2.7085766836680376,4.049529246957869,1.0096055460840216,Iris-versicolor
+29,6.694195161828471,3.318071103129125,5.699038961036196,2.5,Iris-virginica
+30,6.670606382673516,3.29401962829371,5.678710317937919,2.1516241980215702,Iris-virginica
+31,7.676031802908895,2.610089056962468,6.899998805594924,2.2917731593889323,Iris-virginica
+32,6.01364011382942,2.2101110537386943,5.005955440439413,1.498952050169459,Iris-virginica
+33,4.606975602243004,3.6099547415747475,1.0,0.19810898224533663,Iris-setosa
+34,6.937996273078938,3.2023847323729373,5.69056656625137,2.2996275338429966,Iris-virginica
+35,5.079466146080984,2.5004612297185274,2.8970436773536283,1.091425510944211,Iris-versicolor
+36,6.8001785228522165,3.0,5.459408509916955,2.1487140785620498,Iris-virginica
+37,5.010420988092091,3.5886244127671287,1.401091675584161,0.20052498916001585,Iris-setosa
+38,6.473089127682078,3.0,5.538509847673611,1.8016133104179821,Iris-virginica
+39,5.693446645173828,3.78818615442442,1.660476768266492,0.29629746283739306,Iris-setosa
+40,6.184291619030596,2.1864136386397455,4.521034898461762,1.5057071937636741,Iris-versicolor
+41,6.2905145386279635,3.389012889035953,5.629381159869294,2.40036218916738,Iris-virginica
+42,5.1101820904405235,3.4996194075499036,1.3958795956004153,0.2959982467275859,Iris-setosa
+43,5.642505879499547,3.0,4.485732278435357,1.5020279379077237,Iris-versicolor
+44,5.900558758956097,3.0,4.246736955755045,1.5042637716556417,Iris-versicolor
+45,5.401545290736559,3.4065650582717306,1.6992333181182335,0.20001057504955044,Iris-setosa
+46,5.012245486000824,3.4003964079119817,1.6489701555756184,0.3574577504306554,Iris-setosa
+47,5.212756671802732,3.4030724821261242,1.3998426406125226,0.19712764789385573,Iris-setosa
+48,4.60654483016642,3.4007694464512452,1.4033079655754548,0.3161188224269235,Iris-setosa
+49,5.814799637920562,2.703834401456511,4.0749110802878725,0.9686236254214879,Iris-versicolor
+50,7.696548580867489,2.5993232062040206,6.8999987485328855,2.3434651695164352,Iris-virginica
+51,6.838784274734721,3.0,5.514420362864363,2.0929849233009925,Iris-virginica
+52,4.606655104186919,3.5884798881472584,1.0000004088604288,0.20464915710728648,Iris-setosa
+53,5.626443755059977,3.0,4.478250745384767,1.493945280427358,Iris-versicolor
+54,6.807263873415948,2.780434253047611,4.817244691593937,1.3991387112003042,Iris-versicolor
+55,6.705402047417903,2.507394701385482,5.799088513379759,1.7896702615282285,Iris-virginica
+56,4.499954043297143,2.306437959865583,1.2871504737482193,0.29917540438488177,Iris-setosa
+57,5.997445240622883,2.871270338548536,4.532017538417137,1.504531733113815,Iris-versicolor
+58,5.522639153831134,2.604041059989062,4.4088980358619025,1.2237119991958323,Iris-versicolor
+59,4.789451140470458,3.379957959123012,1.7260607046812246,0.20002229164622523,Iris-setosa
+60,6.396630115577686,2.89410701327386,4.31024769254983,1.2912351030132243,Iris-versicolor
+61,7.9,3.8072194689195107,6.4453805163625315,2.0271509855775776,Iris-virginica
+62,6.2976084746053225,3.310672894913516,4.720339749407386,1.601496626868507,Iris-versicolor
+63,5.083872342789751,3.500815593669539,1.3906087418544057,0.19808368950074784,Iris-setosa
+64,7.140290122634363,3.0,5.970917869455484,2.0966836202786925,Iris-virginica
+65,7.9,3.7728897449876335,6.389031299355049,2.013416205299219,Iris-virginica
+66,4.923088744250793,2.3984469950493743,3.232831795745331,0.9857559359685197,Iris-versicolor
+67,5.095352767724421,3.4878675081473296,1.4000927325602732,0.1995546051229612,Iris-setosa
+68,6.132223229950515,3.0,4.614611493762959,1.4536012794764561,Iris-versicolor
+69,5.6796268323034536,2.7900514507850436,4.511256872274501,1.3023425723924402,Iris-versicolor
+70,6.911044215992774,3.1119839811158356,5.081084765778482,2.300477497935686,Iris-virginica
+71,6.308551495304075,2.454911402457791,5.014300608664098,1.9009490962501763,Iris-virginica
+72,6.0026347215961176,3.402030397699591,4.510675078555868,1.5963788087974669,Iris-versicolor
+73,7.628839482264674,3.0,6.63502033568036,2.1009042143325787,Iris-virginica
+74,7.707619738547387,2.805829453168311,6.682761680130271,1.9902363070828681,Iris-virginica
+75,4.876380492519997,2.3981737114700725,3.2213079079416334,0.9637265157279578,Iris-versicolor
+76,5.607222790916919,3.0,4.1514270858349995,1.3072053844961664,Iris-versicolor
+77,7.302824785615335,2.8856383662982235,6.279445048388448,1.7886122039250973,Iris-virginica
+78,5.582351854413506,3.0,4.061683496982339,1.3044480196912047,Iris-versicolor
+79,5.650833306021001,2.8768147778289395,3.9043544670970607,1.2843194355452765,Iris-versicolor
+80,6.5061453650665415,3.0,5.793041570718961,2.1962649788861195,Iris-virginica
+81,6.095752782206916,3.0,4.606140228192561,1.412260387695907,Iris-versicolor
+82,4.896264525595068,3.093509032336312,1.4991705699875493,0.10000010475036852,Iris-setosa
+83,4.930445033127001,2.429229117340454,3.1357305326044402,1.0125625193779035,Iris-versicolor
+84,5.726410636048332,2.865515128089743,4.360798534640954,1.2789368536735126,Iris-versicolor
+85,4.613534429766719,3.6029334983651697,1.0000003696183326,0.19967998253012909,Iris-setosa
+86,5.293911462057256,3.687688675361947,1.5566810620748557,0.20113571525838583,Iris-setosa
+87,5.2066968386727925,2.7154701852641008,3.96799102798583,1.397585318048529,Iris-versicolor
+88,6.054547638238825,3.0,4.539143709134822,1.4345413422314772,Iris-versicolor
+89,5.586303827562775,2.4703349611598537,3.8643596979818735,1.082300480962083,Iris-versicolor
+90,6.71151250783902,3.30720839971051,5.709674611579478,2.5,Iris-virginica
+91,5.351763886986211,3.4136252984566275,1.5398792754376027,0.4099120662810763,Iris-setosa
+92,5.629980535728191,3.0,4.512008228904008,1.4964488479337488,Iris-versicolor
+93,5.656297718207221,2.6411818197130956,4.323699158277698,1.1485902757128204,Iris-versicolor
+94,6.946547855328626,3.2111265069005066,5.677926368088783,2.305557448473245,Iris-virginica
+95,6.697780437233919,3.1069513947126226,4.669352840040399,1.494101044916592,Iris-versicolor
+96,5.774649646544424,2.714157413575767,5.112558573855271,1.8887196119565537,Iris-virginica
+97,4.4,2.8942626041445054,1.4003218844008454,0.2028345925983974,Iris-setosa
+98,5.545657961224282,2.4611949367607395,3.76729767838394,1.063426197287931,Iris-versicolor
+99,4.4,2.90918284217605,1.4025094682484607,0.20027994505548166,Iris-setosa
+100,5.072690412708501,3.534081296192617,1.3993463692417427,0.1996227825643635,Iris-setosa
+101,6.014837667626133,2.686095176772158,5.123495487732708,1.6121879376337636,Iris-versicolor
+102,5.0963201190811365,3.800442624452537,1.7419250429055273,0.20076656495055056,Iris-setosa
+103,6.104651240343646,2.6094620500569357,5.595687197346816,1.3886007197926418,Iris-virginica
+104,5.4644003372830365,3.9,1.3049341818695088,0.4409896463663519,Iris-setosa
+105,5.893538972791181,3.0,4.130671905135421,1.5070082512947682,Iris-versicolor
+106,5.092349004589872,3.586769576940045,1.4303473976034362,0.34079724548806933,Iris-setosa
+107,7.597065555649314,3.0,6.609304582392144,2.091054242438144,Iris-virginica
+108,7.32465938696284,2.8825777194990008,6.351481712330417,1.8020786619911782,Iris-virginica
+109,4.98400397951052,2.0,3.3212119019047694,0.9390753982551552,Iris-versicolor
+110,4.915524486606674,3.1191150866873456,1.4946028911267857,0.10000010222995802,Iris-setosa
+111,5.256366228156984,3.6595061083476392,1.4913439701205329,0.19950757590370793,Iris-setosa
+112,7.132695919798828,3.0,5.967320162894256,2.109703029350466,Iris-virginica
+113,6.303482074421676,2.2925756931943058,4.3805577631210335,1.3064902162681418,Iris-versicolor
+114,4.9985651756264105,3.597230229464857,1.3993498148005314,0.20092777677361043,Iris-setosa
+115,7.9,3.795191656088787,6.397358812672616,2.0057579310037434,Iris-virginica
+116,5.963659240880629,2.8874553662336764,4.5019495206227145,1.503256194452024,Iris-versicolor
+117,7.289797675013459,2.8911223852201644,6.302375878144092,1.7946749669228312,Iris-virginica
+118,4.761477930640404,3.0,1.395355587426526,0.2985834905190099,Iris-setosa
+119,4.500610574655706,2.306041017594554,1.3004788511864172,0.29523820793359506,Iris-setosa

iris/tab_ddpm/3/19/test.csv

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

iris/tab_ddpm/3/19/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
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/3/19/val.csv

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

iris/tab_ddpm/3/2/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.106643923174294,2.6065120117798473,5.584111085003305,1.4103753187600976,Iris-virginica
+1,4.597070970650909,3.624347119975485,1.0,0.201534940430657,Iris-setosa
+2,6.527171706863255,3.0,5.51316156935425,1.8024967796007365,Iris-virginica
+3,6.817369537501855,2.7833159857593257,4.78338692382536,1.3950369193016048,Iris-versicolor
+4,6.294899446209616,3.392578491100644,5.626239558299002,2.3928812101835195,Iris-virginica
+5,6.325760770598939,3.2976748712587134,4.7065075104940854,1.6030307617544928,Iris-versicolor
+6,4.897161954766529,3.0,1.394979614357445,0.19966058607593537,Iris-setosa
+7,4.804230253310202,3.378503354919809,1.5003405560869136,0.1973321702253359,Iris-setosa
+8,7.705040610401377,2.593136314953372,6.89999887440202,2.2925795393780914,Iris-virginica
+9,5.728449975120845,2.839506446423883,4.514804811600313,1.3197380990681709,Iris-versicolor
+10,5.125686680100532,3.694768372306476,1.5489814046260553,0.40448588467949165,Iris-setosa
+11,6.512601436066604,3.0,5.507479974960069,1.795518656898951,Iris-virginica
+12,5.712840194582188,2.976604095925467,3.842984737716973,1.346810879706018,Iris-versicolor
+13,6.310547172322044,2.902204984307834,5.581998737213413,1.798694661626012,Iris-virginica
+14,5.784719872261594,2.6961669965517174,5.099127585019997,1.913724274758493,Iris-virginica
+15,5.720609586170095,2.8373800859323843,4.380309829991307,1.3002519032238502,Iris-versicolor
+16,6.090500613518367,2.5850637412859445,5.615339276356289,1.401207349446947,Iris-virginica
+17,5.3252783746949195,3.6950078859934385,1.4993532247776689,0.19978735178771348,Iris-setosa
+18,7.716885568694515,2.6060978822485796,6.9,2.3083915419722616,Iris-virginica
+19,5.096355850134034,3.6794156331254615,1.4867228721014945,0.4161246473566628,Iris-setosa
+20,7.718909574957502,2.5926844707848087,6.9,2.300146468980124,Iris-virginica
+21,6.277023255758834,2.8963222879315516,5.589186393238817,1.8074036191025924,Iris-virginica
+22,6.015428565783313,2.190860971101126,4.9834106395811535,1.5078760617017481,Iris-virginica
+23,6.295204085691311,3.3886627835643592,5.598600371902066,2.4046901516492953,Iris-virginica
+24,5.589295621553249,2.5146970234820283,3.9058204299938355,1.099706412225231,Iris-versicolor
+25,5.099541690553074,3.7255772142099866,1.6216520822102292,0.3319553067919772,Iris-setosa
+26,7.704367999054245,2.8028652563259393,6.689112489995433,2.021073683041698,Iris-virginica
+27,5.398221357117435,3.402031078744976,1.8404603599820746,0.20098342587180099,Iris-setosa
+28,5.102139111848905,3.701266573478921,1.4995807498254048,0.4039971853092331,Iris-setosa
+29,5.601673883606722,3.0,4.117805465708599,1.3016656663991115,Iris-versicolor
+30,4.4,3.219083220529071,1.2916161661686616,0.18927288937150255,Iris-setosa
+31,4.590681330977879,3.3941410666395493,1.3861446493774534,0.3028984013599125,Iris-setosa
+32,5.542854539053331,2.4089320198990873,3.806132224082293,1.0083663051239473,Iris-versicolor
+33,4.901737310768752,2.4274079412165244,3.363463236024753,1.0215895582991064,Iris-versicolor
+34,7.706546322568452,2.588896275895004,6.9,2.2969777810420164,Iris-virginica
+35,5.633843863606654,2.91266628361571,3.7050865291413975,1.3066219937523285,Iris-versicolor
+36,4.912947055770122,2.3976533396270527,3.2733880267052573,1.0056457687430573,Iris-versicolor
+37,7.9,3.801981628419575,6.391656405711106,2.0211100199962004,Iris-virginica
+38,6.66240754226064,3.014422346171078,4.510014803007623,1.4376072956758141,Iris-versicolor
+39,5.402492595354593,3.403342961703462,1.4979040432905426,0.37590174560903655,Iris-setosa
+40,5.694652123865308,2.9032204949538527,4.165619896862818,1.3033462611170896,Iris-versicolor
+41,5.398823310781209,3.9,1.3090002633617541,0.3753375042823882,Iris-setosa
+42,7.564416190273259,3.0,6.558021560364153,2.086434654516102,Iris-virginica
+43,6.309709021635133,3.294027124053092,4.695119841052279,1.5816016432221272,Iris-versicolor
+44,5.629431096556511,2.8893691660804004,3.754887400946816,1.3047969495966822,Iris-versicolor
+45,4.917964029176169,2.4161080490446207,3.4196992539394424,1.0251018950110864,Iris-versicolor
+46,6.007837936526977,2.657277412956019,5.116723296042707,1.5841942275410594,Iris-versicolor
+47,6.193253317143903,3.3529558327636817,4.621434297210318,1.627762989043777,Iris-versicolor
+48,6.829881112463884,3.11301025834275,5.210421299196904,2.292507602485212,Iris-virginica
+49,4.7927985947097556,3.0,1.400128854925827,0.2978384953719031,Iris-setosa
+50,5.72044378048512,2.8421242341980575,4.13661179593843,1.2570611687081479,Iris-versicolor
+51,5.394853400455141,3.89999963142122,1.287547104481269,0.3377846607202655,Iris-setosa
+52,4.795879211994175,3.407043820838793,1.5418160473458777,0.20225694490830834,Iris-setosa
+53,5.023085957134379,2.000000560485619,3.566674754577177,1.015141318568911,Iris-versicolor
+54,5.407339210851809,3.4037036119584987,1.662015486127368,0.19659747582728476,Iris-setosa
+55,6.4989987816559704,3.0,5.8285905839191265,2.201208521886451,Iris-virginica
+56,5.3243990714480525,3.6963831117072226,1.4955837736314799,0.1991569396476109,Iris-setosa
+57,5.768422406900618,2.689165232612759,4.134338085231208,1.0477160115116233,Iris-versicolor
+58,5.183061908180385,2.7004449979994876,3.873887035474881,1.398857358318642,Iris-versicolor
+59,6.806843199630277,3.216900934575025,5.875974679308853,2.3062456505641973,Iris-virginica
+60,7.032777343391532,3.0,5.976194595120902,2.1368386238630803,Iris-virginica
+61,5.702562893065927,3.0,4.443099441694856,1.501159574622736,Iris-versicolor
+62,6.350169370351513,3.2720068724073355,4.706884465287078,1.5724372263811577,Iris-versicolor
+63,6.010146840221047,2.7193964435776423,5.105338715524617,1.6037547146241051,Iris-versicolor
+64,5.435741035095113,3.9,1.3184941604843852,0.48993670916236964,Iris-setosa
+65,4.4,2.923341679443207,1.394851585364938,0.20074686827069366,Iris-setosa
+66,5.8404860370004235,2.9201093478058446,4.548016291666923,1.4909558492183825,Iris-versicolor
+67,5.959938913777743,2.886276894339521,4.557317502416452,1.5092251168652673,Iris-versicolor
+68,6.254056898813099,3.324535957871457,4.69635584257812,1.5857676194300796,Iris-versicolor
+69,6.883050112065781,3.2049973382615953,5.6932132777634425,2.3096511139286764,Iris-virginica
+70,5.177804368400254,3.447219180146525,1.4021090908922755,0.238672714724274,Iris-setosa
+71,6.000726344943532,3.3886195418064635,4.490610878907972,1.6113217906434083,Iris-versicolor
+72,5.838017509320396,2.69337244349941,5.104171990601106,1.9025855655651072,Iris-virginica
+73,5.609819878406048,2.9002856942555013,3.573013441522971,1.304686704318826,Iris-versicolor
+74,6.807900946256546,3.0,5.423462218941393,2.123725143042087,Iris-virginica
+75,6.285981049033655,2.8739860804156425,5.6107719191082905,1.802654680146623,Iris-virginica
+76,5.175664154556899,2.691951080424521,3.844190293739926,1.388896064610745,Iris-versicolor
+77,5.609315913860608,2.8955030081501163,3.5778951691729355,1.306743421139046,Iris-versicolor
+78,4.502886453904695,2.301549163796757,1.2831704382913545,0.29535001679170225,Iris-setosa
+79,6.096591995319471,2.609337297159746,5.599260794347759,1.395705405853778,Iris-virginica
+80,5.001441299163106,2.00000067971557,3.4500119951232384,0.9934483767946953,Iris-versicolor
+81,6.666227123304183,3.0148567442995287,4.626483614660826,1.4673352227863423,Iris-versicolor
+82,4.602357319343665,3.597897193347972,1.0,0.20293048274425868,Iris-setosa
+83,5.570995871379335,2.457873702598066,3.808086583980136,1.087896839628404,Iris-versicolor
+84,4.612968261906429,3.3876185702332084,1.378278453864972,0.2986532127675092,Iris-setosa
+85,6.5043298599406985,3.1854586326283725,5.125821448955037,2.012161121462916,Iris-virginica
+86,5.588168294290988,3.0,4.0840566348656715,1.3085775059657452,Iris-versicolor
+87,5.619230436910561,2.898596747825048,3.7193735692171095,1.3061781011068792,Iris-versicolor
+88,6.809350370351211,2.790038031459861,4.7829025566974925,1.3989649335128136,Iris-versicolor
+89,6.697115189683644,3.292293930544158,5.6778898848450075,2.093551176769427,Iris-virginica
+90,5.543611792291453,2.4928135290574973,3.8124875420414375,1.0635123703146798,Iris-versicolor
+91,4.907142362637688,2.4044264619587454,3.4419757017662493,1.0124615136961819,Iris-versicolor
+92,5.219578450992113,3.397457215200132,1.3877533490665601,0.20092165287121289,Iris-setosa
+93,5.987370306422096,2.6961439459282346,5.07310677150508,1.5703341110894282,Iris-versicolor
+94,6.445049973072882,2.913248699191705,4.29231510335471,1.305453921108055,Iris-versicolor
+95,6.017610886953198,2.695495330419284,5.037376872705473,1.5845972922008174,Iris-versicolor
+96,6.061089802835685,3.0,4.580388118687212,1.4077616308568002,Iris-versicolor
+97,5.989872398825735,2.2036192164729638,5.040029002525337,1.4959801769496537,Iris-virginica
+98,4.60194549534235,3.6054849764554473,1.0000003740587102,0.1912915762362618,Iris-setosa
+99,5.21427501620667,2.6871194093706925,3.893653119974052,1.3968724446556018,Iris-versicolor
+100,5.696081527308563,2.8161255756411188,4.486522130759683,1.3027113956798888,Iris-versicolor
+101,5.57094363866871,2.4747260610098194,3.9107121709132775,1.0815411094291396,Iris-versicolor
+102,5.5880268502555746,3.0,4.4971092686403455,1.4957506052377596,Iris-versicolor
+103,6.64879184950985,3.0,4.465756626704114,1.4307085836415816,Iris-versicolor
+104,5.802224502699443,2.7034034186879583,4.095975601792694,1.013717671420984,Iris-versicolor
+105,5.784477839884738,2.738556142521142,5.103460439086156,1.891334172665217,Iris-virginica
+106,4.4,2.9212338366663806,1.3886133020586962,0.19537192665604924,Iris-setosa
+107,5.086428034631541,3.7981198852624214,1.5040970001960683,0.19968852472661675,Iris-setosa
+108,5.8084350279701225,2.693726988577745,4.061025715376942,1.0522265572528866,Iris-versicolor
+109,5.425039736462582,3.4062427529556536,1.499531105279511,0.4274750263042786,Iris-setosa
+110,5.413650045453799,3.401458040251977,1.502257848208788,0.38739560242169635,Iris-setosa
+111,7.712074585817911,2.606775162978142,6.9,2.297195362691682,Iris-virginica
+112,6.024248397469252,2.9111517039971373,4.492624916351026,1.4950278762325286,Iris-versicolor
+113,5.513344173223927,2.601184652209022,4.418336310975909,1.2086194906170917,Iris-versicolor
+114,4.782211706590422,3.0,1.4026014191730136,0.31855821057077754,Iris-setosa
+115,4.4,2.87325544988353,1.3959991857743452,0.20100548092634604,Iris-setosa
+116,5.2208292982306235,3.406390630651097,1.3966761738308255,0.20470530592327613,Iris-setosa
+117,6.706138810764518,2.5142084360980235,5.788600041744964,1.782655905679146,Iris-virginica
+118,6.083117467038755,2.6058505843132145,5.588904077586318,1.4022245859957372,Iris-virginica
+119,5.324124716051617,3.6941858638106537,1.5028188942650293,0.20108236342751118,Iris-setosa

iris/tab_ddpm/3/2/test.csv

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