a

iris/tab_ddpm/2_4/0/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,7.715918372650214,2.649555531323817,6.899998175617263,2.2852105115392853,Iris-virginica
+1,5.795514699149577,2.6845975135933915,5.106710244320713,1.87448209695561,Iris-virginica
+2,6.2695614159804816,2.267930662472353,4.436003517044235,1.4188518823875014,Iris-versicolor
+3,6.649681926423916,3.0,5.808589411716942,2.2248332359980654,Iris-virginica
+4,5.506703525629119,3.0,4.4900319020523956,1.455629995800457,Iris-versicolor
+5,5.790094410746147,2.711964554788464,5.0720030299145575,1.8855388542130493,Iris-virginica
+6,5.137420669779258,3.5865028230608,1.4303004235568233,0.20249797500070496,Iris-setosa
+7,6.004258599955846,2.228140656598301,4.011668373929611,1.0254359114179166,Iris-versicolor
+8,6.94047847550691,2.836514966980515,4.828601334936959,1.42817599636463,Iris-versicolor
+9,5.045243704632659,3.4995474055370694,1.3845135220908102,0.19722290230455242,Iris-setosa
+10,5.3906244085923385,3.0,4.4697831565176624,1.5047412815005008,Iris-versicolor
+11,5.4112390584388725,3.7610048760757118,1.5247124347259275,0.19956787497164616,Iris-setosa
+12,5.71239829060016,2.689018359259295,4.5052527516978955,1.2566202721169715,Iris-versicolor
+13,5.6466508007325995,2.9617755698522465,4.1032325880681375,1.283630377716649,Iris-versicolor
+14,5.576489354320285,2.392275271832148,3.6366266989108453,1.0006985198044038,Iris-versicolor
+15,6.542402359430874,3.0,4.39742328088178,1.3927668094505932,Iris-versicolor
+16,5.601590444102723,2.7531459191196106,4.482861002792984,1.2817902119753894,Iris-versicolor
+17,5.535635619472645,4.19999933082231,1.4307549979087797,0.1995462136047313,Iris-setosa
+18,5.10802696349149,2.4358545409810604,3.7648063710763084,1.0317454881035728,Iris-versicolor
+19,7.641659726638493,2.823874482474314,6.6328101904879775,1.989297572743217,Iris-virginica
+20,5.164252308218744,3.323770876244236,1.4660044340068916,0.2983879075478305,Iris-setosa
+21,5.725997753679706,2.8597543206332237,4.225425002766288,1.2943601600333656,Iris-versicolor
+22,4.957419013479131,3.442883023316383,1.5535793196835468,0.28858730611501365,Iris-setosa
+23,4.974986570902685,2.0000016508445086,3.505953570159789,1.0190269224204478,Iris-versicolor
+24,5.066959112090053,3.0,1.9300364453939567,0.19634769009605285,Iris-setosa
+25,5.8305937048162955,3.119156254497748,4.710028399758458,1.703460191353686,Iris-versicolor
+26,5.881048967753483,3.1874400615658613,4.7290392264011105,1.7251496934796038,Iris-versicolor
+27,5.692568452374065,2.9941611477478878,4.1334513094270955,1.2741866793380585,Iris-versicolor
+28,6.11064551389186,3.399064714275154,5.32188470910686,2.3244520406198337,Iris-virginica
+29,5.21367003049666,3.333472583500474,1.5726740065827742,0.4499881164988699,Iris-setosa
+30,7.386061823818984,2.914703035671916,6.3992594853759215,1.8379248065555673,Iris-virginica
+31,5.878010945333074,2.736030385810316,4.540668526650952,1.210010167796231,Iris-versicolor
+32,4.759791909873082,3.0,1.3781288616307217,0.4065852205288649,Iris-setosa
+33,5.3414071077746,3.3827781012306586,1.5397545735056046,0.3047786932289622,Iris-setosa
+34,5.03688965788178,2.000000473669053,3.6284392061729953,0.8391330422627459,Iris-versicolor
+35,7.326737913014173,2.9093111943392733,6.291858073034625,1.789382508585957,Iris-virginica
+36,6.848714781749991,2.790884355089851,4.799284952323377,1.3980768402726202,Iris-versicolor
+37,5.040282473394477,2.0,3.7228264481202804,1.0156060315801863,Iris-versicolor
+38,6.471598216924872,3.1760046350771987,5.067649816639253,1.9627428389307051,Iris-virginica
+39,5.037981325221966,2.000002780290426,3.4696825222792187,1.0197238705616967,Iris-versicolor
+40,4.839440624899122,3.4195629322184393,1.6405965455688132,0.20675379364466143,Iris-setosa
+41,5.102033381757334,3.3141482644287596,1.5673096786218828,0.3826515901870629,Iris-setosa
+42,6.911641041426002,3.0684554460963414,5.109512251764609,2.3011262750380266,Iris-virginica
+43,6.0332452649568005,3.411993374027044,4.45719492682544,1.582147369793226,Iris-versicolor
+44,6.298011122570146,3.2689806925067946,4.698985288060458,1.5960336860615,Iris-versicolor
+45,5.75699466268415,2.8026724162909766,4.257393129799035,1.1829735811275395,Iris-versicolor
+46,6.499208564025314,3.0268406457140205,5.318096413996343,1.909640212336338,Iris-virginica
+47,4.751901115375205,3.0,1.3785030105411484,0.32433267424735296,Iris-setosa
+48,6.2419494332185295,3.0,5.170136237077747,1.8144139822235732,Iris-virginica
+49,6.582265485113555,3.3222773813271735,5.478825700805191,2.080077889087322,Iris-virginica
+50,7.71510577427806,2.775268989224958,6.731767017412985,1.9954600483302545,Iris-virginica
+51,4.99564674566128,3.3696410701463506,1.651401196168914,0.38676533663297924,Iris-setosa
+52,4.964178701339113,3.1160846601990415,1.5079685865259467,0.3026954754581697,Iris-setosa
+53,6.457741363426723,3.0,5.7624715484182465,2.197823780798153,Iris-virginica
+54,7.614563155572114,3.0,6.612844763362552,2.0931260148015856,Iris-virginica
+55,5.478085129967081,3.0,4.51730574394094,1.467550495102688,Iris-versicolor
+56,4.971608532932798,2.0,3.4875611546818606,0.9541233162114269,Iris-versicolor
+57,7.414455705657548,3.0,6.298104912031885,2.1095608789499627,Iris-virginica
+58,5.294603202905586,3.8245789372339436,1.3706596011692573,0.4077657481055775,Iris-setosa
+59,5.657028031448434,2.989713473316656,4.508813779435955,1.4433275113612434,Iris-versicolor
+60,5.034837268765566,2.3718923518646764,3.385280379646267,1.0209831024482083,Iris-versicolor
+61,4.890775568259499,3.4270797479660167,1.5751126488955882,0.20381059352017938,Iris-setosa
+62,5.067939652002619,3.3710093214921937,1.6190561525761236,0.3904201057639575,Iris-setosa
+63,7.705266150764823,2.597732046278579,6.899998879271884,2.309909923596647,Iris-virginica
+64,5.82701303982367,2.787368575571703,4.431420548638642,1.3449194551430226,Iris-versicolor
+65,4.797230788879287,3.4023519611688484,1.6070468787814571,0.19954010038136394,Iris-setosa
+66,5.513882806309263,2.3985415677166437,3.755163827488117,1.0057792771814935,Iris-versicolor
+67,6.27341855277021,3.3901800783641183,5.412661694570734,2.286346414164081,Iris-virginica
+68,4.913250243894912,3.0,1.4433779884624593,0.21396126567030255,Iris-setosa
+69,6.311392344392889,2.475093783839486,5.011482758615799,1.8876555246147142,Iris-virginica
+70,6.217692112536315,3.3968928321344176,5.449311966392439,2.299197042150322,Iris-virginica
+71,6.742312314601142,3.256819539100895,5.771558950223927,2.2011882129052447,Iris-virginica
+72,5.850401319377184,3.2095478634118226,4.836513177739436,1.8482942478444577,Iris-versicolor
+73,6.522828916315553,3.0,5.4839602726268595,1.7812357663711786,Iris-virginica
+74,4.585626883310918,3.5217337263841277,1.0000007272666827,0.19893832502646114,Iris-setosa
+75,4.565215453085337,3.560286786999493,1.0,0.20097824614915727,Iris-setosa
+76,5.1110905397615625,3.6023933848256062,1.3982010720827551,0.19881076249294571,Iris-setosa
+77,4.489877246350656,2.2816933825762424,1.2918429176914978,0.30063630970784716,Iris-setosa
+78,5.928796409082877,2.16228202485753,3.967435125094575,0.811075435601041,Iris-versicolor
+79,5.018789067783226,3.002170005882169,1.5966599027734567,0.20533689702932675,Iris-setosa
+80,4.497481163676521,2.257154373868171,1.344048802948839,0.2996871875445569,Iris-setosa
+81,5.894373227693143,3.2491514238807735,4.804514243301817,1.8037761602938536,Iris-versicolor
+82,4.99214836755656,2.0,3.5799653162933236,1.0185147301162212,Iris-versicolor
+83,5.330091176299759,3.413336730331867,1.5346691810461657,0.21778340239012806,Iris-setosa
+84,6.257713548091061,3.1412032572135358,4.823796483441638,1.7156972691957861,Iris-versicolor
+85,5.693000450717911,3.0,4.2370271186768065,1.2536568288211463,Iris-versicolor
+86,5.414794898147353,2.385771157588585,3.6662014627234143,1.0260708340896907,Iris-versicolor
+87,6.760043892488344,2.937859546092815,4.9315335402082505,1.5991259029776175,Iris-versicolor
+88,6.715610981468171,3.075052172380497,4.8131516835193064,1.544349522597618,Iris-versicolor
+89,5.486021102257804,3.48800011896746,1.7424505158784618,0.200889155461919,Iris-setosa
+90,6.138978790293972,3.337304560442037,4.597027937788717,1.5811758639492162,Iris-versicolor
+91,6.223516990918839,3.3608599194128863,5.461770915776365,2.2939927795500434,Iris-virginica
+92,6.985211250767126,3.0366140645185897,5.751630149196642,2.190088677656547,Iris-virginica
+93,5.134622341354496,3.2671497552888855,1.6717835818472402,0.21973028617189794,Iris-setosa
+94,6.498397874940444,3.0,5.5151873470237405,1.7959619989633917,Iris-virginica
+95,4.400000821611871,3.212913734763683,1.3015908816126056,0.2008481183201597,Iris-setosa
+96,4.854907878060293,3.0,1.4581967784582681,0.10000009327338338,Iris-setosa
+97,4.889941163478143,3.0528770765419595,1.4669037394192987,0.1,Iris-setosa
+98,5.8330869151811156,2.87792679842291,4.3881398166644505,1.2816015125105693,Iris-versicolor
+99,6.118464881589943,2.9222885702969745,4.492585930348662,1.4197864676541117,Iris-versicolor
+100,5.249341166828273,3.787842511304053,1.4962594413678842,0.39678328406964786,Iris-setosa
+101,5.838071302815491,2.6880404270246516,5.0969226481596746,1.8788503252713646,Iris-virginica
+102,5.606729471430313,3.0,4.192242904927556,1.3413663314117978,Iris-versicolor
+103,5.002126239555591,2.4247826907081005,3.4888231576107285,1.0158872114062094,Iris-versicolor
+104,6.513277765398669,3.0,4.440829906696637,1.4193092183147984,Iris-versicolor
+105,7.707895994206857,2.5746931044316987,6.8999987195233885,2.29888440479854,Iris-virginica
+106,5.939821595135431,3.2239630522840503,4.784124841421579,1.7756822500060288,Iris-versicolor
+107,7.3463312156091165,3.0,6.179117030853378,2.113298323228028,Iris-virginica
+108,7.668390295434452,2.554763840473891,6.9,2.282938506439704,Iris-virginica
+109,4.400000913484014,3.1745829112990953,1.3334609022499775,0.19992854803323118,Iris-setosa
+110,6.273071435656205,2.644590212197668,4.9406363677932665,1.8077662396428336,Iris-virginica
+111,6.062933421725719,2.821274605232335,4.689995995180511,1.2034994083328336,Iris-versicolor
+112,6.579578765457746,3.139643972460125,4.818326158009154,1.5928535390019476,Iris-versicolor
+113,4.918830515736211,3.133012841054386,1.5247152799651502,0.1,Iris-setosa
+114,6.672111977795704,3.0919387458417766,4.729171822917475,1.5053827045082415,Iris-versicolor
+115,4.826029094983409,3.3629160967904577,1.9056486730152056,0.19991534281054965,Iris-setosa
+116,5.5549252218095475,3.0,4.475548926864514,1.473398182985783,Iris-versicolor
+117,6.732123238163853,3.0,4.956710586282759,1.68582649196821,Iris-versicolor
+118,6.3440728638707276,2.9574367510996082,5.706852813852051,1.9923309728863694,Iris-virginica
+119,5.036270992796473,3.6456953196167343,1.3571718449208008,0.20461422422521525,Iris-setosa

iris/tab_ddpm/2_4/0/test.csv

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

iris/tab_ddpm/2_4/0/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/2_4/0/val.csv

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

iris/tab_ddpm/2_4/1/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.185249002399607,3.3780630359261865,1.412106703958389,0.20246588982306646,Iris-setosa
+1,4.827220460927722,3.0,1.409708006411738,0.316444025636375,Iris-setosa
+2,4.8470828877596634,3.0301851492222855,1.460410417276305,0.10000014315526144,Iris-setosa
+3,5.506225259483426,4.199998926986563,1.4018033294662953,0.1984867414757429,Iris-setosa
+4,5.7046392430771995,2.8975426040772843,4.09764347919498,1.285669294072986,Iris-versicolor
+5,4.890103505550341,3.0,1.3709906586343112,0.21615396104407064,Iris-setosa
+6,5.611111916099614,2.686951647267739,4.463930406021588,1.2790566773924352,Iris-versicolor
+7,5.81058111141874,2.7230075926146413,5.132163399966068,1.8926048135828277,Iris-virginica
+8,6.079879336483448,3.4007100494643914,4.520950875537346,1.6038621525335532,Iris-versicolor
+9,4.804842157190927,2.4212377179164513,3.095257848314053,0.9056715276267115,Iris-versicolor
+10,6.609277496683968,3.078425790731019,4.691119224521746,1.4732073989872003,Iris-versicolor
+11,5.566741434267015,3.0,3.934430649979154,1.297421543136355,Iris-versicolor
+12,7.399843172449699,2.878829108240922,6.360682059052001,1.8207996444121617,Iris-virginica
+13,6.674742077550993,3.0,4.991742512321238,1.7302490631012697,Iris-versicolor
+14,4.681529439636288,3.073945729443978,1.3876368008998414,0.20781444762899726,Iris-setosa
+15,4.400001174776989,3.161296931779978,1.2897461324139463,0.18637659462013872,Iris-setosa
+16,4.989755050950082,2.0,3.1487361556887037,1.0124284920089908,Iris-versicolor
+17,5.3405176834407255,3.272582016774613,1.8739057711306581,0.20799739077979162,Iris-setosa
+18,6.44088093525114,2.784398125057903,4.654188972714839,1.3116349463913233,Iris-versicolor
+19,6.319341579959665,3.1211772942814457,5.1318799373117665,1.9179279265390847,Iris-virginica
+20,7.128080784556784,3.1136229557330006,6.108466894040711,2.2213888210312756,Iris-virginica
+21,6.732281109659389,3.2620545645035883,5.68546987379549,2.5,Iris-virginica
+22,7.712249938131788,2.587667282467619,6.899998572461899,2.318922915830115,Iris-virginica
+23,6.900925523613364,2.9425935587191905,5.950926939627557,1.799675308114793,Iris-virginica
+24,6.617493822828414,3.0,5.784609073414585,2.222907680129909,Iris-virginica
+25,4.4,3.1817016628999464,1.3240054526898974,0.19839388432579527,Iris-setosa
+26,5.069902602317305,3.507907690598339,1.4001853687828674,0.20700329664139713,Iris-setosa
+27,7.752696751713912,2.591487050601337,6.9,2.31192920831066,Iris-virginica
+28,7.899998723251329,3.818449390085179,6.4485650748875365,1.9944875751978173,Iris-virginica
+29,5.880619614326012,3.166482193704527,4.769004182526671,1.807662812887385,Iris-versicolor
+30,6.0746896364407,2.910279104610444,4.563466354152704,1.2748050315113884,Iris-versicolor
+31,5.800135318687646,2.7799439515617816,4.293994628266805,1.1292624224338406,Iris-versicolor
+32,6.685229394152014,2.5193867323193957,5.654487907845716,1.8018524881062519,Iris-virginica
+33,7.569701955136495,3.0,6.574449511545999,2.077813052854032,Iris-virginica
+34,7.733392268071739,2.601630205839152,6.9,2.3103868571810886,Iris-virginica
+35,5.394211632682891,3.830995626444686,1.3748016089504789,0.3393176774591294,Iris-setosa
+36,7.718467722560376,2.553926808634789,6.8999970531078,2.282698692770001,Iris-virginica
+37,5.405583951231824,3.899238735900533,1.2832981997171786,0.5085582471639143,Iris-setosa
+38,6.098100799400738,3.370705073114915,4.574571782113084,1.596832370821656,Iris-versicolor
+39,4.557752445979315,3.62977186317592,1.0,0.1918299431776065,Iris-setosa
+40,5.118131371138873,3.5086213808423037,1.377650043035842,0.19536573482816888,Iris-setosa
+41,4.790546589156142,3.0,1.4190382299511233,0.1000001479949642,Iris-setosa
+42,5.976299430624682,2.8347658099809374,4.528555762146466,1.3871225118183574,Iris-versicolor
+43,6.776842031101118,2.7789361084967457,4.788049365591862,1.396936264175265,Iris-versicolor
+44,5.8264139678680325,2.7775872220922024,4.071135606839658,1.0059597387992618,Iris-versicolor
+45,5.702516574492541,3.7852148114888022,1.8253520803213081,0.2976000903034577,Iris-setosa
+46,6.262194002894723,3.3811429146527976,5.397763629941861,2.3058749465511106,Iris-virginica
+47,6.2479296088744345,2.1948043132373702,4.453554384702033,1.4438349662516614,Iris-versicolor
+48,5.968243140002251,3.3993764560774835,4.503315029168657,1.5986838403490993,Iris-versicolor
+49,4.807855032958245,3.3902680555146416,1.5740789693185653,0.19888605084223654,Iris-setosa
+50,5.876478712528106,3.1952299398179553,4.820069325977759,1.806329422266645,Iris-versicolor
+51,4.997170993826586,3.0,1.569646654693954,0.20004195805855307,Iris-setosa
+52,5.716074846194108,2.847948544137627,4.240610764506262,1.3063782984394399,Iris-versicolor
+53,7.715993363707113,2.6071706915039337,6.899998694625685,2.3179111498711413,Iris-virginica
+54,6.338421015239719,3.0,5.64421816421838,2.219699893865825,Iris-virginica
+55,5.489672747342925,4.2,1.387831833914602,0.19725466679614684,Iris-setosa
+56,6.5727448098719865,3.284083703074546,5.457228683548203,2.101355063380828,Iris-virginica
+57,5.700649607744163,2.9929492695049773,4.212658775685667,1.2132347914708976,Iris-versicolor
+58,6.43364781143311,3.0,5.4779658264329445,1.8290800350204188,Iris-virginica
+59,5.323668710989943,3.3873337782835184,1.5330587332697585,0.2064635836460895,Iris-setosa
+60,5.892374140333821,2.9697800319751892,4.379129738152025,1.2986946367958547,Iris-versicolor
+61,6.939076661680949,3.081792634892553,5.090320540475377,2.3141231859310007,Iris-virginica
+62,4.806866931049084,3.3936141710085934,1.9893903163183835,0.1997161796745779,Iris-setosa
+63,4.79545094009701,3.377568628482979,2.114886660045878,0.20646330382714323,Iris-setosa
+64,4.4,3.213102200569623,1.3251586709796883,0.1917753136410692,Iris-setosa
+65,5.508633530978448,3.0,4.506038255624134,1.4805754116310657,Iris-versicolor
+66,5.566486135830178,2.417788087638659,3.8493911143646677,1.0402742206456546,Iris-versicolor
+67,4.77794049638974,2.365544664869217,3.0923539195757432,0.9921416093020421,Iris-versicolor
+68,5.1453012697182094,2.3728437912505598,3.5102116016027076,0.8682964675974032,Iris-versicolor
+69,4.8910620816834305,3.0,1.4138471243423,0.20086510552225043,Iris-setosa
+70,5.26125312308771,3.260574984300563,1.9404852901965535,0.20622431665445692,Iris-setosa
+71,5.715624924517781,2.523030996223029,3.9914043846563625,1.042118104625006,Iris-versicolor
+72,4.918562524460568,3.0,1.4424460604252334,0.35453578423210297,Iris-setosa
+73,5.519213159491958,3.0,4.519206014882563,1.5122631250866696,Iris-versicolor
+74,5.600208308941676,2.4277535332230533,3.7366426594732736,0.9690360623682179,Iris-versicolor
+75,5.585304503806154,2.972156551699333,3.871119235378078,1.3182423191175061,Iris-versicolor
+76,5.30548625263448,2.5290599301244168,4.141541221257271,1.1184277761892614,Iris-versicolor
+77,4.4,3.197319093981436,1.3479080787019861,0.1984847032484261,Iris-setosa
+78,4.857967987181083,2.4009887563058636,3.1408596925537684,0.9443303930596594,Iris-versicolor
+79,5.922596249057922,2.934808625921914,5.189469315163823,1.841344784504782,Iris-virginica
+80,5.148574104483913,3.691651600725288,1.4364633654128607,0.25944087408240596,Iris-setosa
+81,5.158560401927211,3.4150811908353207,1.3833844337280206,0.202902478182103,Iris-setosa
+82,5.8007282984821975,2.7203425103289796,5.091172243252201,1.8871062970612476,Iris-virginica
+83,5.99870544931009,3.37117313454347,4.499344112761169,1.5585780094019732,Iris-versicolor
+84,6.698064302012276,3.2667124754814596,5.699720686057114,2.5,Iris-virginica
+85,7.68891795315342,2.6403818345260768,6.899997639271549,2.2892067110667775,Iris-virginica
+86,7.899998326388781,3.7738982044111453,6.34063075351357,1.996490920472737,Iris-virginica
+87,7.702608701647143,2.7931723501282204,6.722531069678888,1.9912356328291076,Iris-virginica
+88,7.899998784290746,3.816888466123461,6.397201411477096,1.982220094073352,Iris-virginica
+89,4.4,3.2342652805984526,1.2819938297389164,0.1946629550992794,Iris-setosa
+90,6.2815225320511345,2.5206377259791077,4.995523226263147,1.8930546182544938,Iris-virginica
+91,6.345163821287995,3.2837831810463514,4.68226284860237,1.5875753465018139,Iris-versicolor
+92,6.749369012847571,2.7964821273159908,4.773085020790543,1.3921915449383713,Iris-versicolor
+93,6.403406766576691,2.881221445922615,4.273475589686248,1.2920130862594588,Iris-versicolor
+94,7.688666401623399,2.5984295990616197,6.899998841217647,2.3039448288030426,Iris-virginica
+95,5.476204282887876,3.0,4.506269422711237,1.4873358120580193,Iris-versicolor
+96,5.106124905369666,3.501253308736181,1.388473666963937,0.1983851616391974,Iris-setosa
+97,6.380201008427838,3.325379387089603,5.5051295728941705,2.288639727437176,Iris-virginica
+98,6.58229003938592,3.1921671102746525,5.371124149370885,2.0165818412778704,Iris-virginica
+99,7.634211468390958,2.805076741443454,6.636979623832286,1.9382157733802439,Iris-virginica
+100,7.741095109465608,2.6177772027204655,6.89999899155511,2.296565955176373,Iris-virginica
+101,5.921948508375842,3.3226755938863874,4.652933995194504,1.6642001967747633,Iris-versicolor
+102,5.517862512326249,3.0,4.491319448417891,1.4643493956526878,Iris-versicolor
+103,5.572428036740503,2.947763711812568,3.6408708888615657,1.2928946435161388,Iris-versicolor
+104,5.029278582874913,2.0,3.402025871056372,1.005462515094049,Iris-versicolor
+105,5.6900919551169205,3.0,4.221186262291755,1.2582342157646242,Iris-versicolor
+106,5.656090600092487,2.9311751753582542,4.213885790361384,1.3028811700832574,Iris-versicolor
+107,5.651135126862118,2.995904237695338,3.97691958823423,1.2812190075937417,Iris-versicolor
+108,6.496340277270109,3.0,5.331874657622988,1.8349864892972323,Iris-virginica
+109,5.721903701272224,2.699519872410958,4.235701386256083,1.0744291627674347,Iris-versicolor
+110,5.78059782293682,2.704113052597424,5.107145168489584,1.8988306138975806,Iris-virginica
+111,6.892711153737803,3.1879790896877997,5.828238289686993,2.281378082163808,Iris-virginica
+112,6.680149546901776,3.285125614039264,5.667963637933743,2.5,Iris-virginica
+113,4.760399364271207,3.0,1.3480715723070535,0.1,Iris-setosa
+114,4.772928314248236,3.3475232709807545,1.5428658488835456,0.20192075452355093,Iris-setosa
+115,4.890095417998785,3.0975284208804674,1.5049457773613442,0.1,Iris-setosa
+116,6.661351475432003,3.032659507270885,5.6131126722559,2.1225124379238136,Iris-virginica
+117,6.62656212639103,2.769985785706956,4.651478758643029,1.299928932381821,Iris-versicolor
+118,5.677370941190495,3.7815894838341286,1.5514238379075964,0.3217978102186104,Iris-setosa
+119,6.372063551961946,3.263711009694078,4.703701832890007,1.5583660594662279,Iris-versicolor

iris/tab_ddpm/2_4/1/test.csv

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

iris/tab_ddpm/2_4/1/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/2_4/1/val.csv

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

iris/tab_ddpm/2_4/10/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.630862354715415,2.6871370680121953,4.432966515900125,1.2594182793026396,Iris-versicolor
+1,5.876805251872879,2.8279873671868003,4.643102552975517,1.312392638974814,Iris-versicolor
+2,5.887194865088816,2.941204444638974,5.135244511585102,1.828279270147935,Iris-virginica
+3,6.013736781867434,3.4006223475376967,4.4746884395581334,1.5986086752192985,Iris-versicolor
+4,6.701737966791188,3.2912189265370273,5.730301598452049,2.4999994988590433,Iris-virginica
+5,5.693211707221334,3.0,4.206282052631572,1.2730310274669785,Iris-versicolor
+6,4.872475039840706,2.428473327505662,3.0698346869768316,0.8557936698852022,Iris-versicolor
+7,6.271914145940251,2.3169270193346896,4.359066337690059,1.271770421415422,Iris-versicolor
+8,6.745120916430598,2.9423614781314793,4.813178207843357,1.5504433343852724,Iris-versicolor
+9,7.641140953322164,2.603042531850072,6.899997761911919,2.2893026762992896,Iris-virginica
+10,5.0257623497738155,2.0,3.549788599056386,0.9171480990385668,Iris-versicolor
+11,6.136423626310321,3.195924157856447,4.774923717162032,1.7760786710498844,Iris-versicolor
+12,4.757929344741908,3.2418439012310025,1.528316967375377,0.20705613975124984,Iris-setosa
+13,7.745059856037446,2.7974245400900917,6.7520883610531905,2.020993170974774,Iris-virginica
+14,5.175771369273448,3.7938136523802664,1.3728715338540014,0.35998125773358974,Iris-setosa
+15,5.525718894339841,2.4393772695226654,3.8648536814883836,1.0819608546977486,Iris-versicolor
+16,4.870668008252181,3.4201646911113945,1.5657509017319657,0.2072865177540158,Iris-setosa
+17,7.635381484258314,2.8342019256605027,6.660598747888586,1.9594068429126594,Iris-virginica
+18,5.661050217602253,3.0,4.204508897633589,1.3149441844415397,Iris-versicolor
+19,5.941104163749994,3.413434255284861,4.464650022817054,1.5855684065943825,Iris-versicolor
+20,5.02791832932769,3.3675459432635404,1.564622781763081,0.45912634318331613,Iris-setosa
+21,5.002299181946414,3.0,1.5844308888711491,0.19707558806839304,Iris-setosa
+22,5.870268016849725,3.0,4.520168261104297,1.3886328588613153,Iris-versicolor
+23,6.068220847367252,3.2393388663233083,4.785564922305496,1.7167930413555874,Iris-versicolor
+24,6.734358043776034,3.194376898960821,5.135962223318545,2.1859574751659667,Iris-virginica
+25,6.291075727881217,3.3507387298956313,5.402288996874228,2.285611918451365,Iris-virginica
+26,4.81485056754946,3.0,1.4006392363028408,0.10000016946988775,Iris-setosa
+27,7.899998818455466,3.7374240810497863,6.326453676626435,1.9561218333657209,Iris-virginica
+28,5.347882154847764,3.4192560721608087,1.4773381179758471,0.4305882613877451,Iris-setosa
+29,6.8730836435263996,2.6144175289178126,5.962774995994046,1.7957417856367641,Iris-virginica
+30,5.43995661654291,4.2,1.4009769039168736,0.1927195168899696,Iris-setosa
+31,6.701843707413585,3.0150271288394603,4.884351678366327,1.6207190420089275,Iris-versicolor
+32,6.295951563259406,2.6988057825408855,4.909045378352055,1.7744523827149472,Iris-virginica
+33,7.711393102018419,2.7927966047034447,6.696824930233811,2.010084605746146,Iris-virginica
+34,5.044122917414525,3.6237810131556683,1.4047880363819627,0.2032347279818303,Iris-setosa
+35,6.278226697692389,3.398494419403349,5.478054079163682,2.30404399265269,Iris-virginica
+36,5.995624698384908,3.4008814125512346,4.562050608847037,1.6417598576304395,Iris-versicolor
+37,5.385414240336458,3.4029134590910473,1.5303548032263494,0.4017036198424505,Iris-setosa
+38,5.377724748481048,3.3852875181514586,1.6030557122480464,0.20256391060517723,Iris-setosa
+39,5.546151844375817,2.604342966519235,4.355941892003055,1.1829100554725738,Iris-versicolor
+40,5.777799821586693,2.9306786163685903,4.246896802042256,1.2331351036086344,Iris-versicolor
+41,6.6618956793123925,3.292400588271087,5.6494974913772396,2.098492559148265,Iris-virginica
+42,6.712799635728304,3.0,4.981792900953141,1.7088848236384397,Iris-versicolor
+43,5.783877360990309,2.7958488628408964,5.076631061233454,2.4026406911987968,Iris-virginica
+44,5.404431700013067,3.9066186522413813,1.3379180692734025,0.3491415247769232,Iris-setosa
+45,4.99283336328639,2.000000819639445,3.2980300811869583,0.999837257072735,Iris-versicolor
+46,5.09411064500595,3.570301008051275,1.5200869654209457,0.4899412245156697,Iris-setosa
+47,5.3914552830893685,3.7435435384345244,1.530403547881765,0.20750185596057402,Iris-setosa
+48,5.794520542730108,2.638643079136969,4.07081071158364,0.9067253245784932,Iris-versicolor
+49,6.4324931580579525,3.181593486091825,5.060346199768342,1.9557175369960607,Iris-virginica
+50,5.808173918478311,2.696263929799045,5.140824449559333,1.8807201490946246,Iris-virginica
+51,6.277210556665521,2.1834757809416514,4.4268944213880435,1.4745717483003453,Iris-versicolor
+52,5.534473768199195,3.0,4.422249414286273,1.4166079498492057,Iris-versicolor
+53,6.320975092600384,2.2730711637049126,4.402167456153174,1.3054991946605254,Iris-versicolor
+54,5.852150730922744,2.7965424865877244,4.608342544627614,1.2539086354799438,Iris-versicolor
+55,5.804339140713487,2.69940011023208,5.097025644204696,1.908762363400892,Iris-virginica
+56,5.988609246818854,3.1822617085269784,4.79385507385581,1.75755888330784,Iris-versicolor
+57,5.929197380093091,3.2304250941415837,4.772351338367784,1.7663875448392155,Iris-versicolor
+58,5.80119774164385,2.7387331167225595,5.172393349642606,2.090423444041466,Iris-virginica
+59,7.6971552728604875,2.6308875632592206,6.899998546950199,2.301802145937089,Iris-virginica
+60,6.167392258638139,2.2048946851558973,4.483755922758749,1.4821878195291376,Iris-versicolor
+61,6.367900680558917,2.478355844112201,5.092203481315111,1.8812747705185728,Iris-virginica
+62,5.858945545517748,3.0,5.14143344059091,1.8125871760731187,Iris-virginica
+63,6.346371200889214,2.8361603842852054,4.957007204943798,1.7833834740469956,Iris-virginica
+64,5.477142537814011,3.0,4.517234984433754,1.4956631078363203,Iris-versicolor
+65,5.565286769266984,2.5290333146816644,3.8752025683059665,1.1489486960900053,Iris-versicolor
+66,5.575348350631824,3.8273037509704504,1.545526742158012,0.2686304137778991,Iris-setosa
+67,6.265329685254266,2.320750122172543,4.453198992234718,1.317198220589153,Iris-versicolor
+68,5.027790905351332,3.3419682247063904,1.7630461377329947,0.4526856367976204,Iris-setosa
+69,6.71662530680909,3.2882851766100654,5.734770362975587,2.499999637461329,Iris-virginica
+70,7.686777377815401,2.795233143056856,6.679950189090723,2.0197814886935124,Iris-virginica
+71,6.283563617152807,3.0,4.476907199458735,1.3825434076506566,Iris-versicolor
+72,6.675552168764437,3.0,5.999521869478323,2.1460356311556668,Iris-virginica
+73,5.566313526818814,2.99787992115065,3.8986181404533116,1.3015249530343136,Iris-versicolor
+74,4.811295648024767,3.4119554489347768,1.736050350369432,0.197848358174332,Iris-setosa
+75,4.896274701713741,3.0,1.474743589365968,0.2970128661694811,Iris-setosa
+76,5.236187411024055,3.431695401915237,1.4129263133820285,0.20098387584440885,Iris-setosa
+77,4.966146743820658,3.0,1.8618704012099963,0.19992571273093918,Iris-setosa
+78,6.599765748469564,3.0,4.4335364487490425,1.4005645278465688,Iris-versicolor
+79,4.400000606191353,3.1865884997546883,1.2602975300551646,0.19954181964568535,Iris-setosa
+80,4.99376591801557,3.373294906411961,1.6011170439671392,0.4488063721441071,Iris-setosa
+81,5.715047754088981,2.9752043020338927,3.9547730037291307,1.2090096897592777,Iris-versicolor
+82,6.396838725944578,2.9978135378758664,4.689813380942214,1.4974799992709766,Iris-versicolor
+83,4.593340966654963,3.628441538425914,1.0000004643977742,0.2081249129157213,Iris-setosa
+84,4.905415894275239,3.0,1.4007425590632687,0.2094995742104898,Iris-setosa
+85,5.011004675313308,3.6043747700086013,1.3785469970657298,0.19841372045755057,Iris-setosa
+86,6.46298163297676,2.8987095591383034,4.309927169943872,1.3322694910959654,Iris-versicolor
+87,6.173322637641086,3.4273651490363046,5.43142282511208,2.3388877963123647,Iris-virginica
+88,6.350875448131428,2.961663684956696,5.2008192315860216,1.7699883614861935,Iris-virginica
+89,5.108213048619852,3.3651344043373754,1.5607472573583738,0.5178370216607755,Iris-setosa
+90,4.591479590736318,3.6540843579130162,1.0000005316400333,0.20906957859208636,Iris-setosa
+91,6.186540833787855,2.2127061040752913,4.507341553718558,1.4547889772476477,Iris-versicolor
+92,5.0204552004954515,2.0,3.498672417564162,1.1047345233035955,Iris-versicolor
+93,5.474069983318425,3.0,4.464192407356184,1.495262081401644,Iris-versicolor
+94,6.471817366374689,2.995517316904066,5.798464732042515,2.075935984451613,Iris-virginica
+95,7.686400542362442,2.964233787408546,6.693185038958277,2.085481979734234,Iris-virginica
+96,4.823242330711991,3.386908508554485,1.8930456207213187,0.20181473561469251,Iris-setosa
+97,7.702888385430956,2.6374591257233413,6.9,2.3152824446607854,Iris-virginica
+98,7.685789591206825,2.606344243719734,6.899998725595967,2.2980782166193254,Iris-virginica
+99,5.5841400217872845,2.4764766513253367,3.781116540994702,1.0583383127742159,Iris-versicolor
+100,5.414637084293945,3.8529585683059397,1.2885830477211522,0.3644329984549694,Iris-setosa
+101,7.657053432068353,2.8850290270515,6.633448497353457,2.001508055295238,Iris-virginica
+102,5.960607575760794,3.415972449812798,4.449561541269606,1.600153429729344,Iris-versicolor
+103,6.6724317678483445,3.0,4.918784939352985,1.6800090613725414,Iris-versicolor
+104,5.318773458417328,2.4377197025326587,3.7693123142219753,1.0439313532104333,Iris-versicolor
+105,5.782631470559507,2.803738194039874,5.193967706833325,2.427524450256534,Iris-virginica
+106,4.822932397756675,3.3960530895957595,1.6491163387212167,0.20435520664953455,Iris-setosa
+107,7.9,3.8356515013369648,6.4405292452815806,2.019093764224631,Iris-virginica
+108,5.432086495688273,4.2,1.4017450397623494,0.19824482737541144,Iris-setosa
+109,5.786077756625268,2.665182105413404,4.146704489867503,1.0146682890043874,Iris-versicolor
+110,7.735112253542291,2.6421698851004627,6.9,2.2940191776533188,Iris-virginica
+111,4.826262642535796,3.4238158321635273,1.5717529724215695,0.2065092149145182,Iris-setosa
+112,5.520779854400463,4.199999270062592,1.404775522925641,0.20174161839638913,Iris-setosa
+113,4.896462420797172,3.0,1.426298957141026,0.2067878708379827,Iris-setosa
+114,6.689707991689588,3.0164459981769087,4.864967550326709,1.6010756010666576,Iris-versicolor
+115,5.805198565582602,2.738994202955934,5.131573906698281,1.8925004126818314,Iris-virginica
+116,4.841963032909549,3.3669226324497887,1.9999393692219392,0.199078921698668,Iris-setosa
+117,6.7261247368923085,3.0777927071772604,4.822635249765793,1.591631832295053,Iris-versicolor
+118,4.908421581077556,3.0,1.4179016747510942,0.1984836028009232,Iris-setosa
+119,5.0106397150223705,3.0,1.5513803861424855,0.20385287904225072,Iris-setosa

iris/tab_ddpm/2_4/10/test.csv

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

iris/tab_ddpm/2_4/10/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/2_4/10/val.csv

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

iris/tab_ddpm/2_4/11/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.122939510823199,3.286001281631163,1.696276539325334,0.5328021896359194,Iris-setosa
+1,6.260635759891367,3.3644407757589523,5.37851965344043,2.2511392549716716,Iris-virginica
+2,6.754200638375017,2.8470899531211233,4.830157010766209,1.412208582738718,Iris-versicolor
+3,5.74818926185192,2.862983507562062,4.325884795598252,1.2946972831639205,Iris-versicolor
+4,5.352839217239389,2.3978364691956795,3.534420494428884,1.0509802721547925,Iris-versicolor
+5,4.896503381366783,3.1097538030105576,1.5059521780997756,0.10000015756903331,Iris-setosa
+6,4.815066098505401,3.0,1.4449508857027271,0.10000011403532447,Iris-setosa
+7,4.79649715517646,3.0,1.3638324551425394,0.1,Iris-setosa
+8,5.79125305746768,2.7006261262709645,5.0999927648180865,1.8805331623048926,Iris-virginica
+9,5.486849978709675,3.0,4.510812380596754,1.5028511083405436,Iris-versicolor
+10,7.035105934779266,3.092594832608569,5.779731701616075,2.254422118984845,Iris-virginica
+11,5.178207066969023,2.4123609541707367,3.5167969124616794,0.962174626738552,Iris-versicolor
+12,7.419827061298253,2.9200173191437244,6.431873598713565,1.9309209554346602,Iris-virginica
+13,5.357811489877755,2.489385780946405,3.9710286265998502,1.06253281399349,Iris-versicolor
+14,5.127795940537361,3.3399289579418596,1.6941724879767392,0.5169676780820078,Iris-setosa
+15,4.605349310018163,3.6410764045356103,1.0000007547916883,0.19922075206298212,Iris-setosa
+16,7.899998331848293,3.787492933476589,6.396274991076125,2.0046902724645057,Iris-virginica
+17,4.86423172613317,3.0283446226757564,1.455065567071713,0.10000009941906561,Iris-setosa
+18,5.7992639701758755,2.6891752658279815,5.117023784015859,1.907670445414084,Iris-virginica
+19,5.979343092974509,3.34745490579767,4.528516051813238,1.6048627201458545,Iris-versicolor
+20,5.80916509829464,2.985457635783946,4.2641762884966266,1.3037151069682198,Iris-versicolor
+21,7.708300160409679,2.630159594896946,6.899998450364775,2.3082869022388453,Iris-virginica
+22,6.697486081159174,3.291403536714906,5.675611489539568,2.499999437096801,Iris-virginica
+23,6.621689796724095,3.3178657935013263,5.626126775979836,2.094010816559014,Iris-virginica
+24,5.54609475646562,3.0,4.505742660573585,1.502308615440569,Iris-versicolor
+25,6.573021507260884,3.0,5.881802866423074,2.226169188307588,Iris-virginica
+26,6.119295547984828,2.257982535662329,4.253976751730653,1.1639454757945042,Iris-versicolor
+27,7.9,3.831898647396228,6.397006919739784,2.0145140568688404,Iris-virginica
+28,4.9753648220679905,3.0,1.5490502571583094,0.2005092408493113,Iris-setosa
+29,6.411797314505089,2.83334618896159,4.810236957152753,1.248629094320606,Iris-versicolor
+30,4.983616981293315,2.000000529021722,3.541770906368367,0.8962375713230148,Iris-versicolor
+31,6.690532212788648,3.0,5.026857601007808,1.716558393347987,Iris-versicolor
+32,5.428773422857966,3.9310877778389828,1.2423292244800364,0.45988791766968773,Iris-setosa
+33,5.376533330786435,3.4206073099857144,1.5613091257222282,0.20083676650263696,Iris-setosa
+34,5.039101900170594,3.3301491160754404,1.6758871674743094,0.4898830101518509,Iris-setosa
+35,6.49200576622098,3.127277491854723,5.085116267295848,1.9859674836944676,Iris-virginica
+36,6.1655661970084745,2.938500585194085,5.481146966786925,1.7931323563671542,Iris-virginica
+37,6.273094627582497,2.2912337082043055,4.379404452754226,1.2950720648859988,Iris-versicolor
+38,5.0210973016055105,3.660678978950278,1.4089251455461973,0.21839514402628027,Iris-setosa
+39,4.847637005103408,3.350895034530289,1.7297558234848651,0.2053358967063022,Iris-setosa
+40,5.5802767981431645,2.8039268398873745,4.486655731607692,1.3141873098313805,Iris-versicolor
+41,6.702673952955598,3.293178384679916,5.657979379652657,2.5,Iris-virginica
+42,5.811892839890489,2.5124512813416113,4.0489972016469995,1.0195232908284142,Iris-versicolor
+43,5.008036357000933,3.5891587649425123,1.401701274117336,0.19770080179043278,Iris-setosa
+44,5.086742180985917,3.530544332549928,1.4115684606069736,0.1979212212145221,Iris-setosa
+45,5.543704926453881,2.4356511592433727,3.993710527882855,1.0080593451592441,Iris-versicolor
+46,4.8436267812158835,3.062879888194547,1.456883805714885,0.10000009554281816,Iris-setosa
+47,4.897215706883233,3.1189099671249436,1.5081082317373697,0.1,Iris-setosa
+48,4.4,3.22025726366166,1.3112052837590995,0.19759865814261038,Iris-setosa
+49,4.978416332405459,2.0,3.2776094962414963,0.954265724987786,Iris-versicolor
+50,5.994589536594302,3.3516952285280266,4.565785125220498,1.6286302919930493,Iris-versicolor
+51,5.0794270194723765,3.505677831497251,1.4110732916324398,0.21024942153822954,Iris-setosa
+52,6.893885750795863,3.0999920972329877,5.067610917807794,2.3019602618013884,Iris-virginica
+53,6.053518489886962,2.7668787331734515,4.674657870758533,1.176844126493212,Iris-versicolor
+54,7.899998754956966,3.799672391023188,6.441047241608775,2.0158643764410518,Iris-virginica
+55,7.715775223539641,2.579924901743273,6.9,2.319513061194291,Iris-virginica
+56,6.245508826988901,3.3428565618507182,4.66672551595679,1.6028231495844707,Iris-versicolor
+57,4.4,3.1474673098679733,1.298227106756534,0.183041612724909,Iris-setosa
+58,4.8056204811307115,3.415922767026504,1.9694578407243672,0.19754179139296515,Iris-setosa
+59,6.356001616480006,2.8952028834697043,5.603288823213728,1.796411021824208,Iris-virginica
+60,6.066389923048048,3.3786388021638993,4.516374853965059,1.6035169343025477,Iris-versicolor
+61,6.205040420484738,2.2443564488683734,4.477401300748766,1.428893423278019,Iris-versicolor
+62,6.983301604632459,3.0712909807485946,5.068997900952472,2.312398307583219,Iris-virginica
+63,4.610842246038858,3.197131095577833,1.4133261000331054,0.1951451337362448,Iris-setosa
+64,7.249055591038041,2.9106443364364525,6.174620851896224,1.810734196851942,Iris-virginica
+65,6.032162676936294,2.8099923882089795,4.620437177653887,1.1767247652726949,Iris-versicolor
+66,6.701035762985285,3.0,5.019434728651821,1.70279314742345,Iris-versicolor
+67,7.899999005828361,3.805949609387801,6.352898512820876,1.972145137434643,Iris-virginica
+68,5.024462871730212,3.4012521663774424,1.6725239796547524,0.45326295693714413,Iris-setosa
+69,6.214533468867269,2.8947125021545514,5.564801057144166,1.7885588974108388,Iris-virginica
+70,7.717397093627758,2.5738914578380627,6.899998843057425,2.3058700539266077,Iris-virginica
+71,6.3004695283114,2.672741214645524,4.871094113486656,1.7698299177449845,Iris-virginica
+72,4.589447952709061,3.1724723082997417,1.3836759767073104,0.20663377752852033,Iris-setosa
+73,7.899998806467294,3.8284256371171876,6.395643237429468,2.0009380733256643,Iris-virginica
+74,5.940316894626291,2.8081291927126153,4.656803419359311,1.2381206083934289,Iris-versicolor
+75,5.819635641609531,2.790050584015989,5.073098807651663,2.420284784460516,Iris-virginica
+76,5.509427727295895,4.2,1.3733715397350612,0.20823143718700438,Iris-setosa
+77,6.359494429129919,2.8758936094858067,4.26772559905041,1.2687299580763547,Iris-versicolor
+78,6.627130648191861,3.0,4.978642471277127,1.7273782502485489,Iris-versicolor
+79,5.77256072255826,2.7714812377545814,5.093223271613638,2.2108892115526837,Iris-virginica
+80,5.148096016686731,3.1500990602785657,1.7533290112062518,0.21130884608862566,Iris-setosa
+81,6.6828246973172165,3.0,4.912065784363046,1.6228138734506565,Iris-versicolor
+82,5.642762707468032,2.8880131201618204,4.296019824899397,1.3573285258537522,Iris-versicolor
+83,5.762141867172466,2.7743415663314663,4.498010420828329,1.2719176331671047,Iris-versicolor
+84,5.791807736458555,2.708324785423493,5.114006876685613,1.9168389681469682,Iris-virginica
+85,4.888939771267161,3.0,1.3924623931576148,0.19615708304207757,Iris-setosa
+86,6.277116478768563,2.739382876519476,4.882066417781316,1.7880746124617646,Iris-virginica
+87,5.4704920628683595,4.199998707897504,1.4063557534208457,0.20262134336211962,Iris-setosa
+88,4.98693742018969,2.0000007094441465,3.3584914018467207,0.9616391937691742,Iris-versicolor
+89,5.90770292449707,3.2088838670539372,4.812786593502243,1.7716601162909524,Iris-versicolor
+90,5.507056948615519,4.2,1.4033542959009295,0.20613932583025849,Iris-setosa
+91,5.6503804375861275,3.0,4.242594824387585,1.265940221578083,Iris-versicolor
+92,4.755089022881418,3.3904087712011126,1.9655552088299781,0.20163139592303897,Iris-setosa
+93,4.5911046693951665,3.6089893712889562,1.0000004059274419,0.1991419029210619,Iris-setosa
+94,5.069867272610151,3.6626616335517204,1.3600221024278247,0.20378944901495957,Iris-setosa
+95,5.895416248915988,2.8616687974465282,5.254599177773889,2.467810668460073,Iris-virginica
+96,5.0458030244069025,3.342419762670855,1.681321283164713,0.4960285397253886,Iris-setosa
+97,6.32313606705171,2.517095403352375,4.982541097924432,1.8770536086914236,Iris-virginica
+98,5.268815333377924,3.2946836220294555,1.5403225256363666,0.19690107590482922,Iris-setosa
+99,5.789677185804412,2.8038592154674484,5.20029357402521,2.4116802170868588,Iris-virginica
+100,6.681413161096695,3.0,4.988750559331443,1.6798937530554554,Iris-versicolor
+101,5.614071450384156,2.944065347038485,3.8367663671115135,1.2947947216858868,Iris-versicolor
+102,5.460885663023077,2.65217429017946,4.441805455840355,1.2578410113676515,Iris-versicolor
+103,5.8172900312410345,2.7180939113594023,5.145023466004011,1.8988372230839812,Iris-virginica
+104,5.704933863372616,2.7761767682046763,3.982415920337793,1.184906765279445,Iris-versicolor
+105,4.866607430560673,3.0,1.442122712307968,0.3213580150468192,Iris-setosa
+106,5.726925782620797,3.0,4.289948941895003,1.2715628744078398,Iris-versicolor
+107,5.57344202904364,3.0,4.073718053220189,1.320107973773211,Iris-versicolor
+108,7.335030239977524,2.7324326233913663,6.4207903924255305,1.8636874940137358,Iris-virginica
+109,6.75234720683959,2.8545593335798163,4.67674912915163,1.3911836103505388,Iris-versicolor
+110,5.622914000154986,2.961534955093963,4.480395710715845,1.3777518353330245,Iris-versicolor
+111,6.660324324588301,2.991121467411548,4.520731813075138,1.3963643426156391,Iris-versicolor
+112,5.8545780261764655,2.930148880227441,4.3115872644328705,1.3052259922627683,Iris-versicolor
+113,7.731479241443406,2.5702885072682786,6.9,2.312868941828575,Iris-virginica
+114,4.581737058368322,3.6553188274533914,1.0,0.2016157301161318,Iris-setosa
+115,7.7106613562596085,2.6121705938615687,6.9,2.313243727156358,Iris-virginica
+116,4.817033767642104,3.3827121957777067,1.6604168837160653,0.2081153556608054,Iris-setosa
+117,6.701951533177771,2.4929527927899806,5.79490532463644,1.7953059909128373,Iris-virginica
+118,7.681753469881812,2.593799443376934,6.9,2.3113424549793646,Iris-virginica
+119,7.9,3.83338311400121,6.359842309333212,2.02892625125697,Iris-virginica

iris/tab_ddpm/2_4/11/test.csv

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

iris/tab_ddpm/2_4/11/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/2_4/11/val.csv

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

iris/tab_ddpm/2_4/12/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.619258457309536,3.2389484734531675,5.312305352281951,2.092263015166538,Iris-virginica
+1,6.540257036150879,2.9884967125267603,4.35764758405029,1.3565548746782137,Iris-versicolor
+2,5.443886593052771,4.2,1.3807423547837572,0.19627832489477026,Iris-setosa
+3,5.0621534797397025,3.1655132060764384,1.665030898499747,0.26816506620049435,Iris-setosa
+4,7.698830246519154,2.6491853183546503,6.899998004549255,2.297359511648432,Iris-virginica
+5,5.756414000575443,2.791346581789811,4.508185713415084,1.2623188182361555,Iris-versicolor
+6,5.963354515367908,3.169239682134804,4.75894465770692,1.7493672286742699,Iris-versicolor
+7,5.814662057767358,2.7453049755859937,4.1552875707274595,0.9457486525990988,Iris-versicolor
+8,6.3540574355060455,3.1208863285348154,5.089125172459148,1.9543695521375315,Iris-virginica
+9,4.894904794971754,3.0792185067255087,1.468489948870319,0.1,Iris-setosa
+10,4.809191347435042,3.3914596022190455,1.7639547166168073,0.20594215682384412,Iris-setosa
+11,5.344368071988301,3.8449251850238118,1.3165214831081233,0.3872918931185004,Iris-setosa
+12,7.620426853037892,2.928463271689783,6.632517531858876,2.006963530850576,Iris-virginica
+13,6.075256491055206,2.3146108089352344,4.205407919138365,1.137119915243576,Iris-versicolor
+14,5.4546373903584495,3.0,4.493298663022621,1.4862250769184921,Iris-versicolor
+15,5.801657001551071,2.707178624334397,4.039024042120933,0.8701865941951401,Iris-versicolor
+16,6.141182920594157,3.19800997507841,4.84719805911189,1.7536717182321273,Iris-versicolor
+17,4.816786148986282,3.0,1.4002986675213875,0.34142785546021465,Iris-setosa
+18,5.280318959731455,3.6382533742542105,1.4966651842895227,0.19427080399799024,Iris-setosa
+19,5.495385891887189,3.820950519642596,1.5174308813188373,0.26067114541376407,Iris-setosa
+20,6.675542644351471,3.0341391711271486,5.831949588329203,2.231789211730627,Iris-virginica
+21,6.335009412914283,3.0,4.666099453884008,1.4589037171808894,Iris-versicolor
+22,6.323291037240894,2.465241571529888,5.017055264750176,1.920562965607862,Iris-virginica
+23,4.8419468259541665,3.0,1.4166595378930296,0.1,Iris-setosa
+24,5.50818778934843,3.0,4.492061987137059,1.4854333638483388,Iris-versicolor
+25,4.622238298383308,3.2271453246559756,1.4019358890057152,0.20556964370299843,Iris-setosa
+26,4.773219631405881,3.4030432578368632,1.5735352543662997,0.19814071758758722,Iris-setosa
+27,6.269158406683315,3.0,4.586735925520243,1.3846862429315667,Iris-versicolor
+28,4.610240313881684,3.5888668136839526,1.000000838249751,0.19841148812718412,Iris-setosa
+29,5.787757040214095,2.7857536467244186,4.514603915044218,1.2774471477374691,Iris-versicolor
+30,7.708394554828701,2.6653819448125855,6.899997727237428,2.307507085868469,Iris-virginica
+31,6.594028740170451,2.522223547273927,5.706950474969223,1.8034759001233374,Iris-virginica
+32,5.623857966363554,3.0,4.134402077437216,1.276547275075584,Iris-versicolor
+33,5.0253068105139835,3.2078705943135812,1.5116525812836945,0.45769220504768915,Iris-setosa
+34,5.13303071644504,3.5019691189551354,1.400370981994096,0.2038395896039874,Iris-setosa
+35,4.997637013684796,3.0,1.7859051835858826,0.19739844610899981,Iris-setosa
+36,6.467026374060151,3.2868704551953623,5.245022841828115,2.0622677584587317,Iris-virginica
+37,6.390441773857391,2.8613844736910847,4.266909043114538,1.2694051144448786,Iris-versicolor
+38,6.225530155470337,3.374175088778395,5.524199511793376,2.277975613643341,Iris-virginica
+39,5.198184777601123,3.5875645984571167,1.4435906405529053,0.2002617997494262,Iris-setosa
+40,6.149829796216134,2.8800846046249617,4.590664906799039,1.3799453947999893,Iris-versicolor
+41,5.369576111189507,3.4077228317541244,1.5308418173009821,0.4215544605033603,Iris-setosa
+42,5.6502418400850605,3.0,4.208733894503888,1.27997235877972,Iris-versicolor
+43,5.34113282163816,3.0,4.439593810401344,1.4873858104462812,Iris-versicolor
+44,6.403381800953835,2.8947566291050357,4.257870857165453,1.3210660736541109,Iris-versicolor
+45,5.16328372780792,2.3840070424783697,3.449412177133353,0.9692954629155759,Iris-versicolor
+46,6.473024119012021,2.951807044780052,4.335687778080522,1.3465898368429934,Iris-versicolor
+47,5.475338504537681,2.4138709753557874,3.770324115394276,0.9726263156685302,Iris-versicolor
+48,5.7969262916705055,2.7944549497640416,4.605089163699404,1.2281012574132648,Iris-versicolor
+49,5.115104339096735,3.792870529772546,1.4230788437591844,0.29918903096585214,Iris-setosa
+50,5.629115175353457,2.5948544536191727,3.877973406956258,1.1006960352276864,Iris-versicolor
+51,5.229665952205038,3.3272113796839204,1.4875539213421194,0.2784250899285974,Iris-setosa
+52,7.659045803547963,2.6394662834306954,6.8999934895444905,2.2739362921346964,Iris-virginica
+53,4.780670680443607,3.3971779633566097,1.8123188180144547,0.19709741340815878,Iris-setosa
+54,5.859891541700306,3.0,5.129735644232954,1.7791236694330896,Iris-virginica
+55,5.741544514828921,3.822418296638887,1.924500721286479,0.2994350051395923,Iris-setosa
+56,5.854653506404927,2.9382221042216714,4.483137021321138,1.4204471479355807,Iris-versicolor
+57,6.410905941797946,3.0,4.379323357716262,1.358035754826631,Iris-versicolor
+58,6.202305288789562,3.4154446114278563,5.427447680778215,2.2986777146451347,Iris-virginica
+59,7.694725321491686,2.579522412355375,6.899998950598537,2.2890655850340003,Iris-virginica
+60,4.912517383438974,3.1027546417114586,1.4974477782953484,0.1,Iris-setosa
+61,5.629452327341675,2.8291828671931354,3.884637006430569,1.2262365587679929,Iris-versicolor
+62,6.121889285246777,2.859932699482744,4.444332366885803,1.2689278238294377,Iris-versicolor
+63,5.505998298116201,3.0,4.538130699631884,1.5061255431778657,Iris-versicolor
+64,4.803584361869931,3.40409472266594,1.7976525415546292,0.202763571444945,Iris-setosa
+65,5.376982415998674,3.389025249417378,1.5623567345391027,0.20513621528679882,Iris-setosa
+66,6.185385438287143,2.227073564459811,4.471133126865524,1.3960238968555854,Iris-versicolor
+67,5.102132678090744,3.5096202271929218,1.3979251451855226,0.20414626986732373,Iris-setosa
+68,5.860802262168935,2.741481066881153,4.616111857944196,1.2350944016262904,Iris-versicolor
+69,5.908661695926945,3.2105007645242063,4.794932400531146,1.779443916157921,Iris-versicolor
+70,6.71353985796563,3.0031216596991013,4.945733569703778,1.657121414354439,Iris-versicolor
+71,5.4674614072063985,4.199999198209798,1.3929698768168586,0.21324652406914,Iris-setosa
+72,5.424051868673664,3.861099481180706,1.3647687472919188,0.3276007677535835,Iris-setosa
+73,5.022326984014929,2.0000013429432655,3.5008292696627756,1.0272543278824797,Iris-versicolor
+74,5.482917601395493,3.437466203285283,1.489309796302371,0.34736686002669026,Iris-setosa
+75,6.079773239613476,2.8860419849228793,4.6444084775847925,1.2862428601636855,Iris-versicolor
+76,4.991023520960626,2.000000695121181,3.3465768395124886,1.0093150067184808,Iris-versicolor
+77,7.724551968961682,2.614251809938559,6.899998889468555,2.315283234780789,Iris-virginica
+78,5.827226308645648,2.798498265866199,5.155743731721178,2.3184967889964154,Iris-virginica
+79,5.499215326247285,3.0,4.3570129004734115,1.4057111970540908,Iris-versicolor
+80,6.798063708660252,2.831594268125233,4.818377896738126,1.424914967158287,Iris-versicolor
+81,5.845098726021293,2.4412756663103274,3.9092435345328393,0.9781698698673542,Iris-versicolor
+82,4.906569293395893,2.391175030373098,3.2760118308368553,1.0143856113105032,Iris-versicolor
+83,5.774876646884575,2.671160206619796,4.094517477165009,0.987233803296774,Iris-versicolor
+84,5.079707843319121,3.2527531254714277,1.8148808754292642,0.5277791799905269,Iris-setosa
+85,4.803782683525694,3.0,1.4016272118625381,0.1,Iris-setosa
+86,6.067052241097812,3.2610580560267244,4.72506784315041,1.6877936627998256,Iris-versicolor
+87,6.106139666461173,2.243677491128236,4.182367626123511,1.084327242403757,Iris-versicolor
+88,4.8088916370855,3.1422936630010123,1.4065287706285765,0.2060002664344598,Iris-setosa
+89,6.54678344135252,3.0452789655865105,5.361271355548731,1.9261417697971348,Iris-virginica
+90,6.683319503099756,3.1710509708099375,5.090623197892187,2.143519132832626,Iris-virginica
+91,5.872858740316941,3.194927076407509,4.7573600328601415,1.7784423155234084,Iris-versicolor
+92,5.591043550065412,2.7116555414081978,4.478146635340002,1.2619651135851833,Iris-versicolor
+93,5.449476119820248,2.5532614303049748,4.273847249512091,1.1612912480537534,Iris-versicolor
+94,7.727970630885801,2.8041211619766337,6.71912091254988,2.0132727114822213,Iris-virginica
+95,6.8408691744318455,3.097669685099021,5.0912625436442696,2.2803528672362674,Iris-virginica
+96,6.693792130248975,3.1330321545109068,4.745212258775992,1.5364824398393295,Iris-versicolor
+97,6.3423882544591645,3.330962004978661,5.544069083231299,2.285170846742138,Iris-virginica
+98,4.493008591906191,2.283562108431222,1.287579563581173,0.2967719893830149,Iris-setosa
+99,6.40509932128623,2.460702610688392,5.11486544798386,1.827514971211169,Iris-virginica
+100,7.036502330021617,3.0646879476246514,6.062135226589296,2.1687841173724918,Iris-virginica
+101,4.895606571872626,3.0,1.4288841389003428,0.32738808667934094,Iris-setosa
+102,7.731285185373658,2.5407658632419645,6.9,2.3067953446085503,Iris-virginica
+103,5.3364573890553695,3.7944296981603918,1.3570119053992569,0.2891533889763214,Iris-setosa
+104,5.525851265184911,2.534859405451183,4.174996634762632,1.1506766943575994,Iris-versicolor
+105,5.417742789394366,3.8758811249835197,1.3383253623589446,0.34171981397432694,Iris-setosa
+106,6.82128673589501,3.074156625267957,5.099667541508684,2.2613724569261047,Iris-virginica
+107,5.6439525797618915,3.0,4.217188564580018,1.3339798683531652,Iris-versicolor
+108,6.79974251656354,2.8224758765949622,4.820638579048827,1.4256057601787342,Iris-versicolor
+109,6.02595562342166,2.197568496509103,3.969344150980752,1.0095397951347056,Iris-versicolor
+110,6.668608002318333,3.274365610584614,5.662654120965628,2.499999577708943,Iris-virginica
+111,5.151051559414924,3.6057287090931243,1.406790809862331,0.20142427655288608,Iris-setosa
+112,6.4314010803827655,3.0,5.858023148498583,2.259971069311541,Iris-virginica
+113,5.006265233295335,3.0,1.6161954495585151,0.19505158666558192,Iris-setosa
+114,4.824528799993567,3.0,1.4145427810475637,0.26479699331937845,Iris-setosa
+115,5.020016325048299,3.6061995373338576,1.3884850000287536,0.1990934279747935,Iris-setosa
+116,7.700123783927086,2.7893065106965427,6.705146943908187,1.9901295879157723,Iris-virginica
+117,4.965388344384146,2.0,3.490754881012019,1.007648084677414,Iris-versicolor
+118,5.548749622871566,4.199998315627036,1.4065100988339732,0.1956093484945534,Iris-setosa
+119,6.473147230607823,3.276575782218372,4.728844628807759,1.5761232300121992,Iris-versicolor

iris/tab_ddpm/2_4/12/test.csv

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

iris/tab_ddpm/2_4/12/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/2_4/12/val.csv

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

iris/tab_ddpm/2_4/13/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.798197239119509,2.664206416783234,5.079767971093305,1.8881246550209534,Iris-virginica
+1,5.622327470220188,2.9225689511868054,3.785326152484908,1.262464655696821,Iris-versicolor
+2,4.864873246614943,3.0,1.4461379178347002,0.1,Iris-setosa
+3,5.882844101103042,2.9237790409514983,5.161336438766393,1.811419194271963,Iris-virginica
+4,7.7065914879690185,2.5622005761418882,6.9,2.3380770905962316,Iris-virginica
+5,5.005495608862014,2.000000615380787,3.4402649447458487,0.9486562054688354,Iris-versicolor
+6,5.013119312959256,3.6161198437988684,1.3905189685590411,0.20318213945973373,Iris-setosa
+7,5.563422487588424,3.4956862354096114,1.4946539062186956,0.35432460218621503,Iris-setosa
+8,4.504627694877758,2.2758072333437482,1.2820141617981236,0.2888422586880427,Iris-setosa
+9,5.006349852566882,2.0000007030041167,3.5841507285283574,0.9448245138194069,Iris-versicolor
+10,7.408979037453311,3.0,6.347041217639059,2.051816456382481,Iris-virginica
+11,4.834683159200504,3.0,1.4065545077654322,0.10000012024575176,Iris-setosa
+12,6.494987595875052,3.0,5.528749705545067,1.7953544157342862,Iris-virginica
+13,5.279165938198637,3.4792194914955563,1.4877525058872967,0.20007180502860367,Iris-setosa
+14,6.250441429146304,2.6006793583343204,4.317085553286237,1.1699642627471654,Iris-versicolor
+15,6.303589449337221,2.3305288660353662,4.394076300192871,1.264941459905644,Iris-versicolor
+16,5.7964875464830925,2.799376940874495,5.094460560421279,2.3818131781850718,Iris-virginica
+17,5.8813728274381285,3.0,5.067515104059227,1.7932957533659275,Iris-virginica
+18,4.4000005001133236,3.2067383179613516,1.2923764273878795,0.19857371813976482,Iris-setosa
+19,7.6975280415073835,2.610811624266889,6.899998676986074,2.2920497473629937,Iris-virginica
+20,6.686160932253797,3.2863994904303016,5.564921046095851,2.2163359199197985,Iris-virginica
+21,5.2186974173088885,3.4282108834306335,1.3834591520225001,0.2005733741635744,Iris-setosa
+22,4.814521839714366,3.0,1.4109184239879988,0.1000000965459016,Iris-setosa
+23,6.685660803390886,3.1447592584048767,4.756668471757258,1.5139697740381564,Iris-versicolor
+24,6.3160092511558386,2.3073116384350163,4.463493412379956,1.3883975693778172,Iris-versicolor
+25,5.477937860339036,4.199999199618513,1.397253678101679,0.20384184518227197,Iris-setosa
+26,6.7784949757877335,3.1032863910934374,5.421862361141479,2.282388434624342,Iris-virginica
+27,5.005932488280337,2.0,3.1576217573322864,1.043999949486556,Iris-versicolor
+28,5.791251127417294,2.69785343020167,5.080470058958892,1.9062563796372989,Iris-virginica
+29,7.740483150132951,2.5949745270049145,6.899998886303322,2.3109177477406324,Iris-virginica
+30,7.9,3.819986895194698,6.428539768695129,2.0180219253570884,Iris-virginica
+31,5.419682249865494,3.956832223284221,1.2586868226086247,0.5423183765772763,Iris-setosa
+32,6.711185881926447,3.0,4.984285564798622,1.7041165980102133,Iris-versicolor
+33,7.722582579376258,2.5998733541024204,6.899998821962239,2.2933873145792427,Iris-virginica
+34,6.282849174576695,3.3361538659959575,5.290145469492809,2.1613824368312042,Iris-virginica
+35,4.838543713062279,3.0,1.4085081725194954,0.24175761080023178,Iris-setosa
+36,4.910593239936095,3.1141545500125227,1.501796784561566,0.1,Iris-setosa
+37,6.044039211078835,2.9733350994721928,5.316858459963165,1.7669097217425012,Iris-virginica
+38,6.1104724877895285,3.3585360257150114,4.577761596208863,1.6241129820542848,Iris-versicolor
+39,5.78085416700026,2.7211481699384716,5.095993769654082,1.893600818173638,Iris-virginica
+40,4.816213893748817,3.0,1.3874469786535462,0.2874470923231378,Iris-setosa
+41,5.213034989158559,3.716338397147023,1.4182082708630557,0.25115742257270046,Iris-setosa
+42,4.892490090588494,3.0,1.4086514532432852,0.20269717268443468,Iris-setosa
+43,5.67947007792388,2.755525475629921,4.526692832158467,1.2656790641920164,Iris-versicolor
+44,4.49216643302564,2.32217274386678,1.2887338068359542,0.3114133920006554,Iris-setosa
+45,4.400000620765187,3.174134978664521,1.2967416869403952,0.20538386193588612,Iris-setosa
+46,7.9,3.755246888105844,6.4727773255184395,2.012247099435997,Iris-virginica
+47,5.200567300196962,3.415968462996397,1.3957068357987943,0.2018069059485236,Iris-setosa
+48,7.713915588556068,2.6116843134848553,6.9,2.3098335110551163,Iris-virginica
+49,4.77649788275473,3.4054107596951977,1.6275276985843175,0.20059955246925504,Iris-setosa
+50,5.502509660204553,4.2,1.407793227284209,0.20896051165692997,Iris-setosa
+51,6.460266266055446,3.2144104086414864,5.095619637466077,1.9942259098827437,Iris-virginica
+52,4.965179415155595,2.0,3.5170707474390266,0.9270751691234671,Iris-versicolor
+53,5.645057628991357,3.7883014899266882,1.7717294071305998,0.28724609556514574,Iris-setosa
+54,6.713969193101367,3.0,5.844839120367487,2.1421395088617823,Iris-virginica
+55,6.684717979538316,3.3199531944460854,5.617285010839971,2.097651106672511,Iris-virginica
+56,5.770323751251152,2.6767453684564297,4.316742218229532,1.1628824365675452,Iris-versicolor
+57,7.683984698871551,2.5806237852164013,6.9,2.302560705742439,Iris-virginica
+58,6.61370069938598,3.111771190764201,5.392186048406581,1.945234700204473,Iris-virginica
+59,5.021785623794888,3.0,1.8750455843938059,0.20052523376278283,Iris-setosa
+60,5.788178395584757,2.6880355829996962,5.0972951692389215,1.900738031760511,Iris-virginica
+61,7.706644835385124,2.6261585404868026,6.899998715132549,2.305688529858591,Iris-virginica
+62,6.5969245645053,3.0,5.639159890030081,2.0423074433965214,Iris-virginica
+63,5.261426242617047,3.8236463458673047,1.399138765543891,0.3326835465930512,Iris-setosa
+64,7.689970028985017,2.7878753447716034,6.696733690255292,1.9861214077537843,Iris-virginica
+65,5.4100031122546515,3.6985645092594135,1.5353750363116019,0.20427098771875074,Iris-setosa
+66,6.8794946170311375,3.13293068654538,5.880055240830055,2.2963381655453605,Iris-virginica
+67,4.400000508019288,3.198138592527178,1.2975734221214452,0.18963838952540046,Iris-setosa
+68,5.5114723851784015,4.2,1.4114035042772293,0.21372547346338425,Iris-setosa
+69,5.688589708518405,2.893184529300032,4.278729279077114,1.3308812398491108,Iris-versicolor
+70,4.507541898657696,2.3460731434423203,1.3076662226459739,0.3616463675972653,Iris-setosa
+71,4.8088808487798955,2.388187321403077,3.0092457639501644,0.9863071417524241,Iris-versicolor
+72,4.929141697772024,3.3957440515036517,1.4832033647440828,0.20047255170615108,Iris-setosa
+73,6.145085363531292,3.102645968857966,4.567670996289217,1.4403207687019886,Iris-versicolor
+74,4.780516584655275,3.0,1.3736701291433384,0.10000013516798857,Iris-setosa
+75,7.615964812354815,3.0,6.5361840457914715,2.082396477843703,Iris-virginica
+76,4.578200844588394,3.1821359065537442,1.3777702080358363,0.2034261831870433,Iris-setosa
+77,4.630252320804686,3.1319782979892152,1.4062545817500023,0.24589802435063005,Iris-setosa
+78,6.768939033600678,2.7872730627966797,4.82484935647291,1.381251353322859,Iris-versicolor
+79,6.7146606839574225,3.351563299354377,5.703845752007664,2.499999624858526,Iris-virginica
+80,5.909534581499523,2.70292215751914,5.0686079529200585,1.9016455248920061,Iris-virginica
+81,5.0306658632631365,3.0,1.6261967680627407,0.19803521542996125,Iris-setosa
+82,4.772481154400609,3.0,1.3893659875670121,0.29644415613562847,Iris-setosa
+83,5.364921219885545,2.395985778414277,3.7828122494200813,1.0297695545778613,Iris-versicolor
+84,6.772746989375685,3.1437016402406215,5.636171471189158,2.1458188787829213,Iris-virginica
+85,6.9220732709899995,3.084520464292467,5.153590590334762,2.303332357161183,Iris-virginica
+86,4.873835877633394,3.0,1.41829126850322,0.24610302115698268,Iris-setosa
+87,7.23960730245307,2.9172565483306814,6.243292548288019,1.7895584707736463,Iris-virginica
+88,6.59220481897819,3.0,5.7854196926328685,2.2330892409955334,Iris-virginica
+89,5.829316839438455,2.811305000226003,5.113984267214248,2.423653395664161,Iris-virginica
+90,6.148782991422744,2.826194441866159,4.737172128059559,1.20979037145,Iris-versicolor
+91,6.319092629256492,2.6600720171500725,4.961989550428973,1.7936427563255473,Iris-virginica
+92,7.666523843507791,2.6285619561027564,6.899998280313252,2.2954556358354923,Iris-virginica
+93,5.826670072810191,2.8167505015932854,5.09393926673276,2.394641801326606,Iris-virginica
+94,4.897942580797825,3.1268548932985087,1.4750172111540183,0.1,Iris-setosa
+95,7.725642493323725,2.6054764194945164,6.9,2.3186911190441557,Iris-virginica
+96,7.735781053040717,2.619172092286133,6.9,2.3248088702438596,Iris-virginica
+97,7.440382284504883,3.0,6.407044841188325,2.1438853737608095,Iris-virginica
+98,4.896435794765615,2.3946472543116646,3.1054795656916587,1.0028597477441277,Iris-versicolor
+99,7.750412039948245,2.6566028564026425,6.9,2.310198169659882,Iris-virginica
+100,7.9,3.836113354421756,6.4363238240592375,2.004365464084394,Iris-virginica
+101,6.015711000297757,3.3928793992326134,4.552745192867799,1.601054142498078,Iris-versicolor
+102,7.573809537944547,3.0,6.539316869407447,2.123270094536117,Iris-virginica
+103,5.971335963733227,3.409845310267329,4.462877197653889,1.5972271209673132,Iris-versicolor
+104,7.9,3.8657912936102203,6.383517807989474,2.012554990696874,Iris-virginica
+105,4.803185242780925,3.0,1.3923859142700392,0.3490984327451787,Iris-setosa
+106,7.9,3.8254590701009468,6.409113639089876,2.0239184107499004,Iris-virginica
+107,5.711782205444779,2.857353745469821,4.036814090084262,1.2963209488713046,Iris-versicolor
+108,7.54207355530635,2.839361572400264,6.541509728809682,1.8673663460970256,Iris-virginica
+109,6.009938447538859,2.906153771974719,4.461577468720065,1.5363840650915845,Iris-versicolor
+110,6.48792300169885,3.0,5.909442016431364,2.242384353912525,Iris-virginica
+111,6.87770261765929,3.099510697118254,5.185816895591239,2.2979929905596803,Iris-virginica
+112,5.644358839161747,3.0,4.014809094279112,1.2915460681297977,Iris-versicolor
+113,5.747363654039535,2.837532671220597,4.058662216688206,1.0604478386182712,Iris-versicolor
+114,5.703054981455743,3.0,4.514417373799379,1.4472847041315988,Iris-versicolor
+115,5.374095809498525,3.5017740594626137,1.4272405680447475,0.29235584994578034,Iris-setosa
+116,5.467142031731748,3.399550001923489,2.0098153311284515,0.19847168917318664,Iris-setosa
+117,7.6973235060382645,2.594973167864823,6.9,2.2659031238002143,Iris-virginica
+118,5.004793721750546,3.422757065017981,1.5836781799136523,0.41934461352057345,Iris-setosa
+119,6.579421573994274,3.0,5.540227256304622,1.7987074819167521,Iris-virginica

iris/tab_ddpm/2_4/13/test.csv

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

iris/tab_ddpm/2_4/13/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/2_4/13/val.csv

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

iris/tab_ddpm/2_4/14/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.600337079127659,2.4357781217721497,3.7701060179638604,0.9989274675793804,Iris-versicolor
+1,6.3669278284148705,2.8896242248710613,4.293516868681317,1.2738975854871593,Iris-versicolor
+2,5.84875505399415,2.7913375936136102,4.580812668260462,1.1827659945182036,Iris-versicolor
+3,4.97382325731347,2.0,3.040663209570031,0.9449172324468376,Iris-versicolor
+4,5.568220495132254,2.9685335498948078,3.6008528123804737,1.3272881028573498,Iris-versicolor
+5,4.591979146994975,3.6483738968555546,1.0,0.20100066784470905,Iris-setosa
+6,6.553814701340761,3.0,5.544503771376673,1.8157285521885747,Iris-virginica
+7,6.499406062859974,3.0,5.418664427438789,1.8141566320469373,Iris-virginica
+8,4.605967669128333,3.171070814879534,1.4052970087770236,0.19555975663207414,Iris-setosa
+9,5.179243743938118,3.412021428755203,1.4014330220308646,0.2020797845878649,Iris-setosa
+10,5.727895316701049,2.872272704244971,4.480476338746017,1.35735022488986,Iris-versicolor
+11,6.488454327791467,2.987142437739052,5.579098776204868,1.7755552998901722,Iris-virginica
+12,5.837888756379698,2.959670575279756,4.263574594471115,1.2312626987360618,Iris-versicolor
+13,5.437133995075269,3.4318587378570102,1.7315190773887965,0.2029470634889813,Iris-setosa
+14,5.505860110494538,2.4501497090092017,3.7513429786110892,1.0060729797378853,Iris-versicolor
+15,4.868975140855813,3.0,1.4009988413490455,0.1936149279782376,Iris-setosa
+16,7.550533764782096,2.9086048588170295,6.516692691836716,1.9104727498124667,Iris-virginica
+17,5.61083787852183,3.0,4.010862181246127,1.2625651636370525,Iris-versicolor
+18,6.674663024876954,3.18606692672585,5.071344107684392,2.101276140732527,Iris-virginica
+19,7.1874669466993915,2.946571503516983,6.200400966032376,1.8301707702266194,Iris-virginica
+20,6.668937651372305,3.3282433206485718,5.664080686451163,2.095834131210962,Iris-virginica
+21,5.294397063946093,2.4709096996171,3.923528087893387,1.079641486887859,Iris-versicolor
+22,5.982968590742002,2.79739375010208,4.629705278435217,1.1871275092743405,Iris-versicolor
+23,6.761169827194748,3.1055838566301084,4.752804178560604,1.519148667439139,Iris-versicolor
+24,5.466330483137561,3.4508438539970605,1.5548503667374538,0.3933446742206566,Iris-setosa
+25,6.285407045813999,2.3092043267175146,4.427594121068187,1.3188611306548306,Iris-versicolor
+26,6.643640796491562,3.2832711566355615,5.523556095767267,2.097151873883594,Iris-virginica
+27,5.845641907101116,2.935264158111446,4.5100861790677635,1.4717221230131756,Iris-versicolor
+28,6.729250972123788,3.2518529618017715,5.8777005733992125,2.1932026927749915,Iris-virginica
+29,6.017524786617254,2.819252936616091,4.678802087715568,1.2260915878846175,Iris-versicolor
+30,5.893838296279845,2.894304015814684,4.491309087626906,1.4839965805995132,Iris-versicolor
+31,6.750829810027327,2.5118829538854914,5.9454991420731815,1.808190150314841,Iris-virginica
+32,6.275272926366669,2.605662964556202,4.9582779234667935,1.8267065376097096,Iris-virginica
+33,5.8171927681691304,2.8569649033738447,3.906593490720617,1.2576152469740287,Iris-versicolor
+34,4.594097996916458,3.22338650930001,1.400712876321737,0.1990243291744006,Iris-setosa
+35,6.15963339535268,2.2210978567913426,4.219046900230891,1.158801822743067,Iris-versicolor
+36,6.315563318556584,3.2999640402446517,4.709110424103002,1.5968234586625514,Iris-versicolor
+37,6.738964266379443,2.9686257439052355,4.903025703955884,1.630632804948922,Iris-versicolor
+38,6.894145761334181,3.1629822206381046,5.837262890036967,2.253941324857557,Iris-virginica
+39,6.8105282833255165,3.0951078234071696,5.12511755357078,2.3350499727546943,Iris-virginica
+40,4.641447890419797,3.600077740275013,1.0000005496721143,0.1986785187514581,Iris-setosa
+41,7.166310772644722,2.9066006610333575,6.218544891089731,1.783723311835367,Iris-virginica
+42,4.771536258656139,3.379319525095464,2.1396768549353022,0.2018468975918096,Iris-setosa
+43,6.391675390603346,2.496565277216498,5.252052433522258,1.8487618988897174,Iris-virginica
+44,5.620678098496323,3.763109205062668,1.5768498191950067,0.29831437072449585,Iris-setosa
+45,5.559260566180365,2.5663866495500667,4.30093602247801,1.13202244495932,Iris-versicolor
+46,5.560019399905751,2.64361283891192,4.451373225170415,1.2194146269357309,Iris-versicolor
+47,7.102034444623019,3.0,5.923441325688828,2.0746321519993405,Iris-virginica
+48,6.7198249346494965,3.300000817262406,5.75807005682022,2.5,Iris-virginica
+49,4.998543384606729,2.0000007167986267,3.375764098442102,1.032823100810688,Iris-versicolor
+50,5.470913493705192,4.199999199529655,1.3930007846642019,0.19375814358304974,Iris-setosa
+51,4.908779021772881,3.5033521255743163,1.4431404684437563,0.20684322928778284,Iris-setosa
+52,4.498733565666063,2.3236690533494313,1.3381000764476234,0.2926053287976977,Iris-setosa
+53,6.056496618345009,2.8407297025648877,4.2980303945820255,1.122892850979524,Iris-versicolor
+54,4.974402490038707,3.6044398517988583,1.422987374599022,0.19831284506023858,Iris-setosa
+55,5.4681312122631525,4.199999106958269,1.4172748302160847,0.20128309921128137,Iris-setosa
+56,5.906563449473706,2.7683376205541097,4.578872312266435,1.1212475230809162,Iris-versicolor
+57,7.70103152967938,2.7936130334626452,6.706932812608875,2.0293180322229882,Iris-virginica
+58,5.09671938758598,3.4214664446209433,1.4078627935531833,0.19941507462941144,Iris-setosa
+59,5.357181218630323,3.4032097263748256,1.544784413966815,0.38227311170364703,Iris-setosa
+60,6.202897267381454,2.8630600803283,4.252937328330049,1.2121159140943947,Iris-versicolor
+61,5.987490992587681,3.0,5.139032275758837,1.8074828917267745,Iris-virginica
+62,6.685212662418375,3.1090352212580763,4.712753209375328,1.495638487631438,Iris-versicolor
+63,5.517174545738673,3.0,4.473234562538945,1.5221231332098553,Iris-versicolor
+64,5.9347915278279695,3.218788730684917,4.767405177772652,1.8047999595344504,Iris-versicolor
+65,5.687897046481539,2.613415559694641,4.31052435247411,1.136090089332436,Iris-versicolor
+66,6.21117445374836,2.9121699925163793,5.483157808662181,1.8020234285396706,Iris-virginica
+67,6.626724241603155,3.210921093333627,5.334920798636195,2.038099197667304,Iris-virginica
+68,5.508002396320819,2.5793731048574005,4.359515085633615,1.2074640807736985,Iris-versicolor
+69,5.977122171266338,2.796183006352562,4.587280888870281,1.2281855825006018,Iris-versicolor
+70,7.683685897384364,2.599915673396453,6.899998981563865,2.30054598213059,Iris-virginica
+71,6.2221251665652755,2.2114611493383074,4.447538560614137,1.4095741827604933,Iris-versicolor
+72,4.971181373172146,2.0,3.247944659746701,1.00625126165601,Iris-versicolor
+73,4.865774371669613,3.038719498934021,1.4854996716234137,0.10000011682839419,Iris-setosa
+74,7.742283786498099,2.6338586139542475,6.899988557231487,2.2882300439690058,Iris-virginica
+75,5.370972680494847,2.4257702952211897,3.5482515589876455,1.0348217805793105,Iris-versicolor
+76,4.4833303359597565,2.241184618794948,1.3321541935051018,0.2874101758612092,Iris-setosa
+77,4.807710789198172,3.406625837934086,1.573765934928608,0.20385315334380238,Iris-setosa
+78,4.780968555290194,3.0,1.4231009856338028,0.1,Iris-setosa
+79,7.395599002174516,3.0,6.331595746153769,2.099383955496596,Iris-virginica
+80,5.037901955711111,3.6937324020519666,1.4062969370059029,0.20952889987783438,Iris-setosa
+81,4.582266438580401,3.605886382024167,1.0,0.20354988508597668,Iris-setosa
+82,5.644543762303603,2.855503652107727,3.748191555963162,1.2762987270258022,Iris-versicolor
+83,6.141191184040167,3.0,5.1950993018039995,1.8003717235915342,Iris-virginica
+84,4.91075107640501,3.0995069844265437,1.532513427073604,0.10000011736567745,Iris-setosa
+85,6.018723570721873,3.387750822104186,4.535632643629486,1.6149381598147754,Iris-versicolor
+86,6.031158859406825,2.8514177747102876,4.60780114883801,1.2818181208437056,Iris-versicolor
+87,4.896706667463886,3.005000756671577,1.4220713630626411,0.1,Iris-setosa
+88,4.4,3.160793833618738,1.331923837195078,0.20720207234116908,Iris-setosa
+89,5.80020165909224,3.0,4.5094664376685865,1.578638842764704,Iris-versicolor
+90,6.317202629475658,2.6491311798120725,4.851865034487038,1.8094382965547549,Iris-virginica
+91,6.312320638799812,3.38375927131616,5.504720069836245,2.2232016112985904,Iris-virginica
+92,5.589530933427217,2.5972386888183436,4.240549118184164,1.1910131661541614,Iris-versicolor
+93,5.454187850350827,4.2,1.4013126274533574,0.1919164316508044,Iris-setosa
+94,6.313426201714012,3.2735839362426593,4.750207102585926,1.6485001391120873,Iris-versicolor
+95,5.075922574032636,3.41184918909194,1.8667451266189645,0.3906894803559822,Iris-setosa
+96,6.24441482801287,2.188010098955702,4.509928555729342,1.4768594981287821,Iris-versicolor
+97,5.017879112957359,2.0000011777792257,3.531955061879103,1.022959679211113,Iris-versicolor
+98,6.003720480003448,2.7974449907689403,4.6987143049887345,1.2207973745989058,Iris-versicolor
+99,7.335551913649906,2.8921150765306862,6.316448658686755,1.7939727055642682,Iris-virginica
+100,4.912550755519305,3.143890952196699,1.518621015149858,0.1,Iris-setosa
+101,5.174344839067377,3.69571779155343,1.5142788981187327,0.3887464579225849,Iris-setosa
+102,5.177809094044114,3.3726310089411746,1.4004086306081103,0.1947321770931135,Iris-setosa
+103,6.044532712774686,3.3461357948520996,4.53782620062479,1.5794458268416394,Iris-versicolor
+104,7.683692258753872,2.6223894047435907,6.8999966983781285,2.2989636485844676,Iris-virginica
+105,6.464007341450644,3.0,5.729435617181606,2.1554492793313846,Iris-virginica
+106,4.8170709448444065,3.0,1.3641410068059323,0.2736375605689173,Iris-setosa
+107,4.993613211130686,3.6048367835248163,1.3944989627394218,0.19818250060483994,Iris-setosa
+108,5.743776678134861,2.790743341752443,4.112410316152683,1.2136522277504858,Iris-versicolor
+109,4.97154895257667,2.0,3.5091545331497995,1.0175773491558266,Iris-versicolor
+110,6.022831736951685,2.9333200365127428,4.219581652490908,1.2133916538433724,Iris-versicolor
+111,7.531998072626264,3.0,6.591683414841893,2.0995735142551473,Iris-virginica
+112,6.926138557915959,3.0755373344475405,5.380733033090726,2.23774420479791,Iris-virginica
+113,4.782304422118774,3.4101316270081035,1.6941836248258673,0.19621130652326996,Iris-setosa
+114,5.041807696875931,3.629457149783477,1.391065344349931,0.20630385031189494,Iris-setosa
+115,5.53591128414262,2.9293819902969425,3.5919079758106007,1.3193330539422778,Iris-versicolor
+116,4.828830229430799,3.399570829965531,1.9637349481043096,0.2026669598143384,Iris-setosa
+117,4.926638986116891,3.5070479728762214,1.4054458628365714,0.20517379035696265,Iris-setosa
+118,7.72119069882134,2.5879544563242582,6.899998775644481,2.3206281911395057,Iris-virginica
+119,5.811427231386192,2.801884769133416,5.078898454903789,2.410961615050339,Iris-virginica

iris/tab_ddpm/2_4/14/test.csv

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

iris/tab_ddpm/2_4/14/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/2_4/14/val.csv

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

iris/tab_ddpm/2_4/15/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.705464781019732,2.8087250944774547,4.496542726409682,1.304946392757804,Iris-versicolor
+1,5.8344071996441516,2.8655763285937907,4.215885047985188,1.2579588818362704,Iris-versicolor
+2,5.561412822932239,3.0,4.487118732044998,1.5030461725457347,Iris-versicolor
+3,4.991972536253698,2.0,3.5479309289659375,0.881558770743222,Iris-versicolor
+4,4.774692590810524,3.0,1.3560073961572858,0.10000010963695057,Iris-setosa
+5,5.6756022465043765,2.7817424607081076,4.4983879906960125,1.297228766730935,Iris-versicolor
+6,6.008315793661969,2.996568535855309,4.604789361538038,1.577878933052249,Iris-versicolor
+7,6.161916592370188,2.2083590243903437,4.468219420350178,1.4653791011846262,Iris-versicolor
+8,6.849418406018032,3.1013860149320966,5.101390856957823,2.2876369503503633,Iris-virginica
+9,7.703223614663605,2.5934540872437255,6.9,2.3001028252900295,Iris-virginica
+10,4.895206376550835,3.431142825789726,1.555804677220235,0.21979168730411108,Iris-setosa
+11,6.410980044281176,3.0,5.416884445871961,1.7942222388926135,Iris-virginica
+12,4.867373381708263,3.0363552710894504,1.4633544223095567,0.1,Iris-setosa
+13,7.1690694134301225,3.0506095040003745,6.1696137080591,2.149413587981649,Iris-virginica
+14,7.899998372247893,3.733799876156652,6.451860908445055,1.9928011526403933,Iris-virginica
+15,5.019056756685023,3.5585192942661332,1.3823312628790676,0.2040268764511648,Iris-setosa
+16,4.984841473627322,2.0,3.348594850359942,0.8967511450629557,Iris-versicolor
+17,5.663558150052267,2.8828314121336915,3.660050361641421,1.2952483937779569,Iris-versicolor
+18,6.285615703978176,2.5487689602997485,4.999448782665945,1.896810426693778,Iris-virginica
+19,4.88494032295251,3.0,1.4488607028026412,0.10000012366626584,Iris-setosa
+20,5.643886332600766,3.7727674594480276,1.7436137296452383,0.3895629969701295,Iris-setosa
+21,5.61073590475575,3.0,4.477711033775914,1.4771056410714396,Iris-versicolor
+22,6.142723739776252,2.2810119786979017,4.122795933864708,1.1115960639659066,Iris-versicolor
+23,6.701733013990012,3.0,4.99881672012069,1.7055272185916979,Iris-versicolor
+24,6.28364104454885,2.5801420320183652,4.946209432117624,1.8222154311252605,Iris-virginica
+25,5.996725598149009,2.199675758013417,3.8990807940822085,1.0372901663320682,Iris-versicolor
+26,4.775884000270902,3.391109080282107,1.9329972607234358,0.19313526696258104,Iris-setosa
+27,5.972943225852392,3.275190680614182,4.694129139012041,1.6935507601699846,Iris-versicolor
+28,6.924953739810061,3.0684861293757715,5.167618152684478,2.2817396480179646,Iris-virginica
+29,5.850074662878851,3.208993903854422,4.73760780502324,1.8207175653436303,Iris-versicolor
+30,6.703952227615128,3.0,4.983942037569164,1.6742908200181827,Iris-versicolor
+31,4.506613055829288,2.29250723630652,1.3134840834879422,0.3521417336923681,Iris-setosa
+32,5.408274139661533,3.947434232459679,1.2458722688076087,0.43630815489235647,Iris-setosa
+33,4.8909444212889825,3.083591457424209,1.4785144006335842,0.10000021020475237,Iris-setosa
+34,6.661846591768299,2.4658148416450802,5.724450577022768,1.8236202678141205,Iris-virginica
+35,4.599029471428139,3.5835239504032574,1.000000509556803,0.19890723527872306,Iris-setosa
+36,4.801884398926904,3.0,1.3779585829648753,0.10000009890026937,Iris-setosa
+37,7.091112270360074,3.0,6.009353466877858,1.9808762146747712,Iris-virginica
+38,5.459369328362034,2.6186719693126257,4.4318297005339975,1.264677746164907,Iris-versicolor
+39,6.817655794757803,2.929923925997558,5.920147802687722,1.7972537478709432,Iris-virginica
+40,4.972141219250946,3.0,1.5134491789996045,0.20377569811707555,Iris-setosa
+41,4.889064371746104,2.398456290450364,3.5268546920159647,1.0174363193881404,Iris-versicolor
+42,6.124511614449421,3.334684794278686,4.626432809218405,1.602830025799947,Iris-versicolor
+43,7.716917570899498,2.6219049107664123,6.899998936501181,2.295651694424318,Iris-virginica
+44,6.622057787237574,2.5224473844600963,5.734305505833327,1.8147080804442182,Iris-virginica
+45,7.899998817319118,3.7786791527408874,6.356937426549147,2.0089098609845633,Iris-virginica
+46,6.17267808339353,2.8563470879339197,4.2305266683257114,1.2575976742397004,Iris-versicolor
+47,6.197460659693474,3.3853424863573425,5.419518208981362,2.2820545657174582,Iris-virginica
+48,6.217374531829042,3.3274405803312392,4.620851728788933,1.5963653310399402,Iris-versicolor
+49,4.989109599279213,2.0,3.4671481367496737,0.9244902486596571,Iris-versicolor
+50,7.690390464884904,2.6259674725335307,6.899998871448843,2.3009233522219503,Iris-virginica
+51,5.021687344316318,2.0,3.584402467459438,1.0498859362349182,Iris-versicolor
+52,5.264494822031048,3.4190412817288625,1.402449804217997,0.20337082227805536,Iris-setosa
+53,7.706113636478285,2.6116553505255307,6.9,2.3097347595156745,Iris-virginica
+54,5.473690881240974,4.2,1.3710742294600122,0.19669863914234176,Iris-setosa
+55,4.786631969946117,3.3457776727606463,1.4964956588272798,0.20384678793686364,Iris-setosa
+56,6.634795665645077,3.1635516935983543,4.739266495035066,1.5317538334793426,Iris-versicolor
+57,5.450554391884642,3.4001759192358856,1.82292163842918,0.20044032276531382,Iris-setosa
+58,6.192762043572377,2.2882353047977033,4.357209620402035,1.2754541168178066,Iris-versicolor
+59,6.86210269575153,3.0884485619343667,5.107250353566016,2.3115840300114643,Iris-virginica
+60,5.726041840211759,2.6442671002576326,4.186169956706867,1.0985014670217166,Iris-versicolor
+61,4.8206171292912865,3.41376790196499,1.716181786262294,0.20456501586193881,Iris-setosa
+62,5.922331987579084,3.0,5.27496841359474,1.8272546683478506,Iris-virginica
+63,6.7446021800700136,3.233756031719876,5.7531352389477215,2.1894785325177444,Iris-virginica
+64,5.806111138713383,2.681256106221705,5.137931411466012,1.9104454392392316,Iris-virginica
+65,5.91457610289909,3.0,5.077547796801262,1.8179554522527441,Iris-virginica
+66,7.702785543847316,2.9488921793609437,6.7007120679522,2.0558130297920396,Iris-virginica
+67,6.337574539211321,3.1452826227144652,5.071552184465967,1.9623134717796058,Iris-virginica
+68,5.466976807131955,3.373588979412284,2.0491216725651324,0.19858494321695846,Iris-setosa
+69,6.037475882351278,3.158101143744492,4.635155434163441,1.5534292563240095,Iris-versicolor
+70,5.002062711793765,2.000000812861789,3.2307626170486787,0.951942486128843,Iris-versicolor
+71,6.165129108804277,2.8501447570435197,4.720631725572451,1.282298477511381,Iris-versicolor
+72,6.737538919487083,3.283397491145775,5.761521103448806,2.132235990486833,Iris-virginica
+73,6.157715133984458,2.257142147559918,4.348357608646225,1.313105500696166,Iris-versicolor
+74,7.713531845375051,2.615098399007006,6.899997935912557,2.3092620939455424,Iris-virginica
+75,6.703323819621091,3.0,4.964284098225089,1.6886010737053938,Iris-versicolor
+76,4.400000441937336,3.24512228377731,1.3048726419573307,0.20719259058868858,Iris-setosa
+77,5.011836211033327,2.0000008925377566,3.5463800326119896,1.0178087292327467,Iris-versicolor
+78,7.899998511856261,3.7730780367735104,6.401521014092609,2.038566482312605,Iris-virginica
+79,6.673959469388365,3.0693004969591473,4.655697683989218,1.5262772678927297,Iris-versicolor
+80,5.346003254825341,3.7473507744094725,1.5104534115389694,0.20336854877888907,Iris-setosa
+81,6.765690871765279,2.488029532050168,5.984172257496419,1.8069643957461317,Iris-virginica
+82,6.501061637494334,3.0,5.448766895068549,1.8116671051564417,Iris-virginica
+83,6.582203786242745,2.7692299304697188,4.589766296231657,1.3275384342018977,Iris-versicolor
+84,5.495203393482171,3.0,4.508077742658481,1.5002367100179435,Iris-versicolor
+85,6.387774933235936,3.3703464466539375,5.521180880025043,2.232674551482339,Iris-virginica
+86,6.658716457698682,3.277293791381475,5.490481906843334,2.090689300451445,Iris-virginica
+87,5.463338313890244,4.199999151793484,1.3675908216212544,0.1950639517393194,Iris-setosa
+88,7.494315427861472,2.89160444947129,6.464012517895286,1.8577268236245519,Iris-virginica
+89,6.4231442111265284,2.997244192451484,4.765025779788372,1.6326831344321768,Iris-versicolor
+90,6.682686104364874,3.0,4.98427591616388,1.6934994959551943,Iris-versicolor
+91,6.6207933676444615,3.0,5.770082188755247,2.1558833026824504,Iris-virginica
+92,5.443506071293178,3.9102982085534177,1.3059706972525273,0.40744712488814006,Iris-setosa
+93,6.332419840997879,3.0201145749048313,5.132996696494586,1.8584579432751989,Iris-virginica
+94,4.596574388766694,3.654752076729011,1.000000617108837,0.1987542225962755,Iris-setosa
+95,5.499730924541013,4.199999278164217,1.412966545909922,0.19536929853555673,Iris-setosa
+96,4.657946911822147,3.21591422385778,1.4114169179654974,0.20694771393192513,Iris-setosa
+97,6.214244514826375,2.244567781647698,4.471642016615787,1.4668901547015532,Iris-versicolor
+98,5.509932226252547,4.19999934767745,1.389154427609427,0.20723307651149572,Iris-setosa
+99,4.615833800002357,3.1353211544577424,1.4200685783334994,0.20648822033578595,Iris-setosa
+100,6.099789170003357,2.680633831086354,5.080329799749994,2.095117248864714,Iris-virginica
+101,5.7755816170740335,2.7958066631845955,4.032863642628142,1.1471213804042664,Iris-versicolor
+102,6.268878543260272,2.218838499562478,4.49020391240978,1.4278735600219337,Iris-versicolor
+103,5.475238833804269,3.0,4.451100624757352,1.4789195456482669,Iris-versicolor
+104,5.476221432394473,4.199999151295773,1.4020441878295802,0.1891099852894226,Iris-setosa
+105,6.704712740010633,3.0,4.978834615502997,1.6856926530500027,Iris-versicolor
+106,6.732464954240413,3.246217140990038,5.7912773784515625,2.2742303711241,Iris-virginica
+107,4.57569448736758,3.6790463755368488,1.0,0.20073201158565096,Iris-setosa
+108,4.892352507834374,3.052463502346647,1.4703178143784286,0.10000013786116642,Iris-setosa
+109,6.719265321156969,3.1937466376043906,5.615643910422798,2.2504910104295788,Iris-virginica
+110,6.337513552986068,2.850609481950464,4.251155407507926,1.2571532480914271,Iris-versicolor
+111,5.797041861779021,2.813517179890548,5.0817013585899655,2.4181204422083575,Iris-virginica
+112,6.154683839529024,2.198540338632731,4.499233700282897,1.5244005693635325,Iris-versicolor
+113,6.053441337045493,3.400963053783082,4.572691412015588,1.6183459182280662,Iris-versicolor
+114,5.600340785522147,2.568676221078216,4.38221359295665,1.1117179355319053,Iris-versicolor
+115,5.950380851439294,2.156576193294086,3.9194761453923235,0.8893622723116237,Iris-versicolor
+116,6.95713237202069,3.032026072253562,5.3139696669913254,2.2863234436737967,Iris-virginica
+117,6.215866818704888,2.842623694317518,5.50309765933112,1.8085487674095455,Iris-virginica
+118,5.092896980671724,3.3431192995556858,1.6338266826603944,0.525398811355153,Iris-setosa
+119,4.50245409997447,2.3397031886411637,1.3228175967810765,0.32255461222801257,Iris-setosa

iris/tab_ddpm/2_4/15/test.csv

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

iris/tab_ddpm/2_4/15/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/2_4/15/val.csv

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

iris/tab_ddpm/2_4/16/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,4.894630185192038,3.0,1.3835427300713634,0.19315438568286203,Iris-setosa
+1,5.564552038446252,3.0,4.528848541087419,1.579734869324748,Iris-versicolor
+2,6.6338798108795896,3.061144443412341,5.855870925516448,2.2774301125561127,Iris-virginica
+3,6.567696215109111,3.1717453348801103,4.5907799570817795,1.5010858638898816,Iris-versicolor
+4,6.652290508828003,3.2329602664868404,5.612670751283985,2.076565941824262,Iris-virginica
+5,5.798041956781002,2.7260530867922124,5.12207327703581,1.8972655231896745,Iris-virginica
+6,6.665820523657804,3.1153896234332796,4.700112361433552,1.4983264269223238,Iris-versicolor
+7,5.909104019378329,2.1655953491168165,3.981871758064948,0.9877746251976587,Iris-versicolor
+8,4.907752539675696,3.068509393275753,1.453612252445461,0.5118370281622647,Iris-setosa
+9,4.400000456428069,3.167090489314115,1.2751966730202051,0.20516960814611362,Iris-setosa
+10,5.517248325322988,2.4343473359609975,3.664983018594484,1.013638666740983,Iris-versicolor
+11,6.289300157108765,2.7038081655957997,4.900725927276643,1.7821422281267405,Iris-virginica
+12,5.8149156325075735,2.7203448843532096,5.069585864818147,1.8968624864376284,Iris-virginica
+13,5.4915122817072,3.0,4.484303162744223,1.4862745139015294,Iris-versicolor
+14,5.2260218024967795,2.3552794870975644,3.5214317083741404,0.9000663742622075,Iris-versicolor
+15,4.895320165317835,3.4103727576413836,1.569391338952641,0.2042919074443769,Iris-setosa
+16,5.583717620047213,3.0,3.894882650947075,1.3056309368875718,Iris-versicolor
+17,5.777181393233729,2.6867082179102786,5.121154276272317,1.8883197449154092,Iris-virginica
+18,5.644518595110338,2.8977816233801605,3.889971095592096,1.3015069052906112,Iris-versicolor
+19,4.591183374661253,3.2330199962292627,1.4160887008918897,0.19385996459570526,Iris-setosa
+20,6.056794698532436,2.243350844298445,4.000095206562368,1.0919500354696214,Iris-versicolor
+21,5.026468148084744,2.3931333169081226,3.5286165850348397,0.9305059784888035,Iris-versicolor
+22,5.043247007577355,3.401968231343629,1.568124677133059,0.47954491491099693,Iris-setosa
+23,5.797286754933061,2.7044415161123365,5.118635807099431,1.8888392256683595,Iris-virginica
+24,5.436577283396217,3.653093606543112,1.5419715713581856,0.20344775327279996,Iris-setosa
+25,6.246126738632959,2.2983744224273837,4.402939699783541,1.3887767200106818,Iris-versicolor
+26,4.4,3.2344535124202656,1.2912242931935938,0.19621438173380826,Iris-setosa
+27,6.616435353968408,3.0,4.385853052831307,1.3909120533919717,Iris-versicolor
+28,5.552491083240486,4.199999159076041,1.3944200923930756,0.1884363954933691,Iris-setosa
+29,6.711243125361014,3.211775810790486,5.7157553941934465,2.158641513596385,Iris-virginica
+30,7.71964243717907,2.622661211272764,6.9,2.317939923265845,Iris-virginica
+31,4.785830545208136,3.4012619898281455,1.8827122495129425,0.21107875312264843,Iris-setosa
+32,4.4,3.238886505404398,1.2947752381812334,0.2004187081557126,Iris-setosa
+33,6.768583382406589,3.19520986620179,5.850994299935405,2.244080399632241,Iris-virginica
+34,6.35103416729366,3.02178871061379,5.186657995231806,1.84292279248586,Iris-virginica
+35,5.716395781799565,2.9571082203411767,4.165371593060167,1.202878381906897,Iris-versicolor
+36,6.2497481852792705,2.908815040057968,5.512516327407669,1.7806307739720326,Iris-virginica
+37,4.583647906911604,3.611375357217771,1.0000003659213499,0.19974233854974716,Iris-setosa
+38,4.7683196799006335,3.0,1.3978577193490618,0.10000009272041718,Iris-setosa
+39,5.345960329119469,2.446213770520459,4.11886799199575,1.1113057448878576,Iris-versicolor
+40,4.994687351392171,2.0,3.491347375339265,1.011058874435058,Iris-versicolor
+41,5.684018052722221,2.8545841966345775,3.855606174355464,1.2898090705121317,Iris-versicolor
+42,6.581846186636907,3.0,5.720020540346326,2.2015595476514807,Iris-virginica
+43,6.558836401088476,3.295011175189279,5.7325145611517065,2.2850683910840175,Iris-virginica
+44,7.743817038767265,2.5096540492115764,6.9,2.35534788520398,Iris-virginica
+45,6.031233653830876,3.3682082107413294,4.656925808525083,1.6646785876912975,Iris-versicolor
+46,7.899998291113345,3.79866062420138,6.5113670659297425,1.987878057921041,Iris-virginica
+47,4.8174033331710335,3.406071657511192,1.717130288039059,0.20277040096053556,Iris-setosa
+48,5.530143644096816,2.4936756768991524,4.183926795546773,1.1184051023017934,Iris-versicolor
+49,5.211984670212174,3.3149472598705936,1.5724463345710695,0.49892130384507416,Iris-setosa
+50,6.654145599406279,3.3100605814521615,5.7143496741942945,2.4999995903327386,Iris-virginica
+51,5.0046353744123095,2.0000007925784815,3.4535028063018105,0.9113167938970219,Iris-versicolor
+52,4.71207436103648,3.1308507644956607,1.403928404765211,0.19920880581624667,Iris-setosa
+53,6.197615964678123,2.762599441392226,4.9515951026881915,1.7953558718731624,Iris-virginica
+54,5.607356822348948,2.512241525926262,3.82262131850599,1.0414888753563778,Iris-versicolor
+55,6.696262416920427,3.0,5.0348401455936145,1.7243416436527348,Iris-versicolor
+56,5.888350680131225,2.820698913169799,4.525546580021529,1.284661619626026,Iris-versicolor
+57,5.9744718836033694,3.4123512846967414,4.537217510900094,1.5891418459844526,Iris-versicolor
+58,7.63445287818568,2.986438227011902,6.6111795445374355,2.07030227505881,Iris-virginica
+59,5.864846219046662,3.0,5.132090028302598,1.8062131755955273,Iris-virginica
+60,6.716423509893018,3.2454620498308953,5.743404114088926,2.4999995185040564,Iris-virginica
+61,5.38864592442595,2.471619861718148,3.825475729445328,1.0489572718366826,Iris-versicolor
+62,5.975994204836653,3.0,5.0911619323395065,1.8064711301091811,Iris-virginica
+63,5.7872662559017245,2.7070509133093097,5.108839330930768,1.8778598672218954,Iris-virginica
+64,6.3628873929730085,3.257397229086591,5.248450104741,2.176677170034377,Iris-virginica
+65,4.580595902496999,3.5977290339251318,1.0000003646873128,0.19101513471933013,Iris-setosa
+66,5.159353988865186,3.465304399610559,1.4007028314006216,0.19880682501641928,Iris-setosa
+67,6.554542628911388,3.1584001851307737,4.776950610315839,1.5224635822401207,Iris-versicolor
+68,6.320716152944444,2.744410663244858,4.854006868678926,1.7756178050579068,Iris-virginica
+69,6.794343374861426,2.909831446565428,6.011071235669465,1.7742552657624975,Iris-virginica
+70,4.798211152422507,3.4006837158191376,1.653178491993452,0.20655428657746588,Iris-setosa
+71,6.321907165105196,3.361211877001028,5.685016544905515,2.3023841953160713,Iris-virginica
+72,5.020488028400935,3.5653034019708665,1.4216619976970695,0.2007337550885085,Iris-setosa
+73,6.14200194960777,2.226645863049585,4.447819268913455,1.4791169335652488,Iris-versicolor
+74,5.646169811076625,2.543099011807865,3.949827673675275,1.1015552007673297,Iris-versicolor
+75,4.819193567268848,3.39354849327152,1.8332205193362983,0.20474979438725763,Iris-setosa
+76,6.73837006091028,3.002819902732518,5.836435807192706,2.2330023217657446,Iris-virginica
+77,5.4867879389942305,3.493836877865418,1.5596475150743467,0.21520068947414075,Iris-setosa
+78,6.5586202335851,3.0,5.785020497622408,2.1357847934486287,Iris-virginica
+79,5.803897535580669,2.688902194750942,5.069483534836055,1.8585878407473515,Iris-virginica
+80,5.094452407959178,2.463601222279079,3.5712806460517506,1.0296321739758478,Iris-versicolor
+81,6.557414324626851,3.0,4.418178817771277,1.4358455891310693,Iris-versicolor
+82,7.703906861982215,2.6288519091418725,6.899998519099404,2.306588814081067,Iris-virginica
+83,5.075189792166474,3.2453916577909223,1.4143767635706792,0.2008623142356033,Iris-setosa
+84,5.4501996581971115,3.9199838801671634,1.2678425171347802,0.48923533948476294,Iris-setosa
+85,6.247655201208177,2.894901080526415,4.670087757365958,1.2850159108885266,Iris-versicolor
+86,5.897429051657121,2.95584738897557,4.5156200222381235,1.3967533503333858,Iris-versicolor
+87,5.552630872893402,3.4644954746923196,1.5274865958093062,0.39617996954392376,Iris-setosa
+88,5.887848326384525,3.0,5.115408747526073,1.8309340165936447,Iris-virginica
+89,4.632363158347204,3.509428838913389,1.0000005568939252,0.20567104309267553,Iris-setosa
+90,6.685992046192729,3.072302175309003,4.602111115968516,1.4463896804993812,Iris-versicolor
+91,4.587183151288858,3.172794205412651,1.3761253189480234,0.20051648794602284,Iris-setosa
+92,5.445316539990858,4.2,1.4035984682754132,0.1864375348988735,Iris-setosa
+93,5.624596141296867,3.0,4.2181185448857414,1.26315358049269,Iris-versicolor
+94,7.020385792913815,3.151989386098412,6.012664074263441,2.2920569267752144,Iris-virginica
+95,5.987288178787426,3.4088736210486017,4.577290221501779,1.6608765724427987,Iris-versicolor
+96,7.241121696040329,2.8280111768828995,6.299877271169533,1.8008793808090564,Iris-virginica
+97,4.99934770216953,2.0,3.4589659379159046,1.0206375138489618,Iris-versicolor
+98,5.029538447423962,3.0,1.7088900404218226,0.1876990007383192,Iris-setosa
+99,4.819134717183523,3.4093580169823117,1.5726340107847139,0.20168363876648615,Iris-setosa
+100,5.80316224070173,2.6787870510978715,5.086249385683172,1.8945206193399715,Iris-virginica
+101,4.863343378231042,3.0,1.4065937936996304,0.1,Iris-setosa
+102,6.1015475829260115,2.215140208871642,4.24024033684757,1.08152731294557,Iris-versicolor
+103,5.00386205927436,3.0,1.7749479328714317,0.19838611158947433,Iris-setosa
+104,4.919364459939702,3.104180529332004,1.4742259089784702,0.1,Iris-setosa
+105,6.691704770467541,3.0,4.949688214923186,1.6924481244452851,Iris-versicolor
+106,5.8996375105296055,2.8841727260031114,4.5644193272500315,1.2373724698338318,Iris-versicolor
+107,5.6687243142931765,3.0,4.523692434745982,1.5137696603875497,Iris-versicolor
+108,6.647597693841505,3.0,4.465467527451,1.4367223808447087,Iris-versicolor
+109,6.196074005672341,2.977846679485521,4.606274886627693,1.3621542697690692,Iris-versicolor
+110,6.340263203914936,2.9967674166793286,5.514950166204535,1.8052674622737996,Iris-virginica
+111,5.588266355373167,2.8296769710512724,4.438725829373091,1.3140448191640575,Iris-versicolor
+112,7.686687265579545,2.6061670655588047,6.9,2.304089588289307,Iris-virginica
+113,6.121045298924577,3.4166635546028683,5.486475023516573,2.3196130322352557,Iris-virginica
+114,4.4,3.191683866353894,1.311961479301288,0.1940623085354714,Iris-setosa
+115,5.530009441737694,3.695705786649337,1.5859783412122257,0.3385410531418969,Iris-setosa
+116,4.631088192966724,3.2158187595370307,1.4259628626601961,0.20112967538093798,Iris-setosa
+117,7.072556339204209,3.1493929258040803,6.05372956592687,2.263476107382403,Iris-virginica
+118,5.5509410705701985,3.0,3.875936721151722,1.3213053318448382,Iris-versicolor
+119,6.5970813988838675,3.0,4.4235510143658825,1.395889399395143,Iris-versicolor

iris/tab_ddpm/2_4/16/test.csv

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

iris/tab_ddpm/2_4/16/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/2_4/16/val.csv

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

iris/tab_ddpm/2_4/17/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.11644251717161,2.4377339894904453,3.6523058344352717,1.0332333607336401,Iris-versicolor
+1,6.589031037928979,3.1386735177032854,4.7601265450224455,1.5171671027188331,Iris-versicolor
+2,5.029174291060551,3.3762794028491396,1.575882593286148,0.43374971502800563,Iris-setosa
+3,5.387334469803713,3.502314115613275,1.5261555731513883,0.20538814560627913,Iris-setosa
+4,7.027611229059842,3.137583992417893,5.984242335652623,2.245281667511497,Iris-virginica
+5,4.603581680118628,3.579549368561814,1.000000954557659,0.2009687720098864,Iris-setosa
+6,5.584690615423087,2.4346894319548946,3.7359920464766394,1.0246587419863262,Iris-versicolor
+7,6.157249139070802,2.9373509257065074,5.513727182638141,1.8162066937459045,Iris-virginica
+8,5.065476191761674,3.3142964434560693,1.7230235087675922,0.4576998911783945,Iris-setosa
+9,6.535652443147771,2.914822038672825,5.7489870983134175,1.78956066790339,Iris-virginica
+10,5.873000674731362,2.732313229806702,5.084410453923435,1.8824084964223724,Iris-virginica
+11,7.899998794750572,3.7431484944115185,6.457755635697506,2.004416580267804,Iris-virginica
+12,5.8376491239883865,2.368039531891976,3.9951147494657007,0.9971176344620738,Iris-versicolor
+13,5.708331386252056,3.0,4.132847104342237,1.1579093392853692,Iris-versicolor
+14,6.560777694719267,3.0566557098725875,5.414415576166806,1.8965234833634619,Iris-virginica
+15,4.876577231066146,3.0,1.4018596382903867,0.20363324568699068,Iris-setosa
+16,6.1746353700469845,2.689467015118862,4.985464850185027,1.8296488626715466,Iris-virginica
+17,5.767459949570244,2.796746520152864,5.090440512661621,2.4262542636714213,Iris-virginica
+18,5.511623043358762,4.2,1.412181505054894,0.20298105794507548,Iris-setosa
+19,5.635516962125062,2.8926191827807974,4.203173338722924,1.3337722932063172,Iris-versicolor
+20,6.475525976559025,3.133296959981254,5.067601926120519,1.949535423150982,Iris-virginica
+21,6.714521789469926,3.3194868219081366,5.696487633639562,2.4999995997103808,Iris-virginica
+22,5.1096064075561785,3.6756223551479783,1.497169504871063,0.4620093480722828,Iris-setosa
+23,4.593142274304275,3.631191234626912,1.0000004371553533,0.20321509668698046,Iris-setosa
+24,5.483778859886577,4.1999985657318595,1.4021525483180377,0.20125698595821942,Iris-setosa
+25,5.802826132502961,2.8145386757838122,5.103220275676578,2.386132907177842,Iris-virginica
+26,5.009535709922151,3.5103134031450884,1.4108148570831478,0.20639460977481738,Iris-setosa
+27,5.33929407413751,3.5024324771914395,1.5349912504149723,0.19928976748554128,Iris-setosa
+28,6.015466299924832,3.381725887356671,4.50326767484958,1.5484780783182852,Iris-versicolor
+29,5.797476102257523,2.817675255908488,4.541952759501838,1.3372816145420818,Iris-versicolor
+30,5.623568461241092,3.6330583012010207,1.5708275148734379,0.3091318134451342,Iris-setosa
+31,6.45734994784851,3.0293295697792217,4.943365717142444,1.7042909596982625,Iris-versicolor
+32,5.261364918686725,3.4784747398394837,1.4619319237185824,0.20480784333960633,Iris-setosa
+33,5.657329411841506,2.9914049423327014,4.052774014862725,1.3235359004179204,Iris-versicolor
+34,4.995905356174485,3.1171780158653926,1.4101427920810625,0.19849990210642116,Iris-setosa
+35,5.508273093025428,3.0,4.512800676114473,1.4888728684257042,Iris-versicolor
+36,5.606817530545588,3.762154696428316,1.5440879353352788,0.2766903508341353,Iris-setosa
+37,6.704556997054321,3.1049382773049317,4.676382563713458,1.5098734430053178,Iris-versicolor
+38,6.331938044977154,3.2228193090455606,4.585672604187261,1.5006642120094216,Iris-versicolor
+39,5.0172133427981205,2.0000009329323887,3.562348082565268,0.9955808254515977,Iris-versicolor
+40,7.038668407701659,3.125082053495821,5.897658678587102,2.230250164891437,Iris-virginica
+41,5.090269233064784,3.284367324969028,1.7874187369537897,0.40965305624305454,Iris-setosa
+42,6.757410598554315,3.0090958655972506,4.895754535473573,1.607845802048134,Iris-versicolor
+43,5.13166055359003,3.5910814100815154,1.411414382373162,0.2033566661227208,Iris-setosa
+44,5.3711544910695865,3.4147938857054485,1.51361843388937,0.22619013062953375,Iris-setosa
+45,7.712425853392329,2.5752566707449795,6.9,2.2843898433479337,Iris-virginica
+46,4.77547928002951,3.407153175777709,1.5694837489436881,0.2018540436004082,Iris-setosa
+47,5.95762939625583,2.8045822920502643,4.571040314992664,1.1942335218299833,Iris-versicolor
+48,4.887666531457011,3.0566080817883896,1.4879270939048508,0.1,Iris-setosa
+49,4.595889051403354,3.575948306553952,1.0,0.20208058161790438,Iris-setosa
+50,6.666371186735167,3.079568115359393,4.714428345411925,1.5332834899029175,Iris-versicolor
+51,6.3098802986544404,2.484182132060672,5.006112934662177,1.9038700773334776,Iris-virginica
+52,5.107779584906442,2.401551858996947,3.5087589196654787,0.9886425272686596,Iris-versicolor
+53,5.822067194632209,2.6132390166133406,3.911970718774474,0.7831538019921743,Iris-versicolor
+54,5.4985008447985,4.2,1.4170266695198948,0.19719469216207453,Iris-setosa
+55,5.018507760209324,2.0,3.5589876285776274,1.0174644127453192,Iris-versicolor
+56,4.623525636692935,3.5732700524898195,1.000000533149061,0.2072048567701326,Iris-setosa
+57,5.20545385659315,3.6743581298944767,1.4316766012582876,0.22712812551140604,Iris-setosa
+58,5.502302459115165,3.0,4.444033746723595,1.4027955676335555,Iris-versicolor
+59,6.715669460002496,3.0,4.8867251726143435,1.6463096511631754,Iris-versicolor
+60,6.467928303804312,3.2194171971096197,4.73070766390051,1.6071134077504254,Iris-versicolor
+61,6.041096951797312,2.902214999043395,4.3570430976378,1.269891486949352,Iris-versicolor
+62,5.640929651679421,2.7930451750459486,3.8327955732507553,1.1799184492889958,Iris-versicolor
+63,6.611178309938923,3.065396062030909,4.7975819653128555,1.5866485043501786,Iris-versicolor
+64,4.495967931363706,2.330208962100723,1.2972684126148861,0.38905132879819165,Iris-setosa
+65,5.600282173220091,3.493478497677801,1.5545779443404342,0.3150797510474861,Iris-setosa
+66,6.175937049041937,2.2196920751125506,4.3441069448712435,1.336444793806281,Iris-versicolor
+67,4.606307703980723,3.631837439443288,1.0000005625636044,0.19842032814936894,Iris-setosa
+68,6.816632379685527,3.1451828234986485,5.082130926912064,2.286330998298606,Iris-virginica
+69,4.830592004680288,3.0,1.4201591389804076,0.44368007694162936,Iris-setosa
+70,6.433830918412612,2.9853319152218316,5.339178594645614,1.9871884421286299,Iris-virginica
+71,5.5045150083573375,3.800259106943919,1.4649093234323185,0.3543760719944277,Iris-setosa
+72,6.5992320894132614,3.248022493892156,5.687728330221367,2.093506356894107,Iris-virginica
+73,5.896941089986309,3.2536312105891376,4.652196745186015,1.6475774666651029,Iris-versicolor
+74,5.0045579067246235,2.0,3.4602464597357008,1.0086728702510062,Iris-versicolor
+75,5.021697031444304,2.0000006133699233,3.460454910807414,0.8664563015388764,Iris-versicolor
+76,4.906643732823952,3.0,1.4073233409289807,0.2419219817267954,Iris-setosa
+77,4.909204464293275,3.0,1.4074825221279628,0.20704414762761433,Iris-setosa
+78,7.696077310165048,2.6137234525313424,6.89999900753507,2.2818724119044735,Iris-virginica
+79,5.526864444580002,3.0,4.407056840960614,1.448733526110421,Iris-versicolor
+80,7.316207330624007,2.9085119579453553,6.229046403697822,1.7918456989941702,Iris-virginica
+81,5.4748300097076,3.0,4.51028984631883,1.52205477305489,Iris-versicolor
+82,6.268476965062353,2.587704772568943,4.92442420779613,1.8287124313011498,Iris-virginica
+83,6.025769338011906,3.3469163570757896,4.606327901111679,1.6114483694924886,Iris-versicolor
+84,5.110576825180719,3.3157965479086897,1.5745292670744024,0.415087461342625,Iris-setosa
+85,5.767086671539183,2.686337542087287,5.148141728324032,1.9208727149993727,Iris-virginica
+86,5.478687589220368,3.0,4.36795697697886,1.4287721097163808,Iris-versicolor
+87,6.19762105389129,2.9579476947101937,4.67791207628264,1.345601893140931,Iris-versicolor
+88,6.72171339543972,3.260016030940598,5.7770086732806,2.499999572065177,Iris-virginica
+89,7.721847885451253,2.7972306000867646,6.708768458123051,2.0030180599246448,Iris-virginica
+90,4.595638590577899,3.212805415737111,1.4148807573488265,0.20421157197389392,Iris-setosa
+91,4.827584965295633,3.387625690127242,1.8008415645413196,0.19923299131066236,Iris-setosa
+92,5.685044329176186,2.963398380257226,4.133343951920929,1.2631713010733352,Iris-versicolor
+93,6.845668567433128,3.0739210440786806,5.0743678324910375,2.2861080308656088,Iris-virginica
+94,5.190620531488909,3.2807411927665573,1.7016426177072501,0.20146657651088176,Iris-setosa
+95,5.010324795821411,3.6162975912397886,1.388017604246681,0.20329273037667064,Iris-setosa
+96,6.606677611909747,2.9245794842559696,5.688726166122678,1.7843176596361732,Iris-virginica
+97,6.317228648300282,2.874806464974436,4.290803334275554,1.2605247459962472,Iris-versicolor
+98,5.499985572851893,2.5519384107553655,4.320602503487656,1.178399599680755,Iris-versicolor
+99,6.7149862593896525,3.277215579156473,5.732781284652374,2.5,Iris-virginica
+100,5.798731730729516,2.80822279457083,5.1512221880234765,2.3808372146014323,Iris-virginica
+101,6.177144319930782,2.694416944032993,5.033433687752211,1.8407784107332352,Iris-virginica
+102,5.519390060661478,4.1999980124104965,1.3946033196314924,0.2041445665187955,Iris-setosa
+103,7.726403898474779,2.7870070845445385,6.725883697110098,2.0197317351328077,Iris-virginica
+104,6.702338248732531,3.1701000255253895,5.183474180998873,2.1708463921204153,Iris-virginica
+105,7.688920863712937,2.6292901143053133,6.899997662893165,2.293917907753233,Iris-virginica
+106,5.4959977569966085,3.0,4.518568001599276,1.549164762535977,Iris-versicolor
+107,7.899998377938047,3.787270520304067,6.3884055144235035,2.033022136468932,Iris-virginica
+108,5.534630543837642,3.0,4.522954197030697,1.4847829666736982,Iris-versicolor
+109,4.995656431635357,2.407452916979969,3.534571895466641,1.0460114772090088,Iris-versicolor
+110,5.801434956491662,2.691999798063326,5.106810512310035,1.8986416656085026,Iris-virginica
+111,4.575435719783593,3.6048004220205483,1.0000003996547717,0.1983654357020853,Iris-setosa
+112,7.691474072152302,2.5988398088322757,6.899998879787563,2.3054081691214003,Iris-virginica
+113,5.4664010310607205,3.0,4.494226357324512,1.51648050713872,Iris-versicolor
+114,6.117818401651528,3.3191575847751595,4.66398292240776,1.6045396398255427,Iris-versicolor
+115,5.498011892574733,4.199999087065824,1.4290134083419115,0.20351230716727695,Iris-setosa
+116,5.7923094753643065,2.7138621013759674,5.08236605711687,1.8721200187682852,Iris-virginica
+117,5.03332123044057,2.0000005459712074,3.377821713428236,1.0212951928355183,Iris-versicolor
+118,7.9,3.8082215801658195,6.429575668830717,2.044731400185763,Iris-virginica
+119,6.23035034666422,3.338358369096644,4.635018459561671,1.5590108461173455,Iris-versicolor

iris/tab_ddpm/2_4/17/test.csv

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

iris/tab_ddpm/2_4/17/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/2_4/17/val.csv

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

iris/tab_ddpm/2_4/18/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,7.741663493637267,2.573375631754896,6.9,2.3070248569058385,Iris-virginica
+1,4.81883848839489,3.390290493040617,1.6094428267478829,0.19941941454028067,Iris-setosa
+2,5.704765636971101,2.90736847185114,4.386485132951419,1.3151832753785326,Iris-versicolor
+3,6.727574771729369,3.0845281425614877,4.681343040865702,1.4616254085589027,Iris-versicolor
+4,5.433753840597145,2.439474338552893,3.693751282382957,1.0419007835952954,Iris-versicolor
+5,5.162964381712285,3.3488288168473517,1.389819016399596,0.20280686507576362,Iris-setosa
+6,5.647929534118443,3.8199697470634835,1.5629193975149775,0.29599645250345763,Iris-setosa
+7,4.592737502066535,3.585658494301526,1.0000004366805608,0.19839479296291876,Iris-setosa
+8,5.010204786897771,3.503010299269426,1.412460679715957,0.19953894198637828,Iris-setosa
+9,7.729814430332944,2.5900853731517253,6.899998894652792,2.2961442675805737,Iris-virginica
+10,7.783630493658973,2.591790268125787,6.9,2.3108178304232267,Iris-virginica
+11,5.364042364420156,3.437508794114906,1.521529817250685,0.20879306446871054,Iris-setosa
+12,6.45193729063168,2.9624360797581617,4.307065700443033,1.3383205977331103,Iris-versicolor
+13,5.632746104811461,3.0,4.152726915184745,1.251098981756347,Iris-versicolor
+14,6.203233652382516,2.193290331014038,4.454896331422648,1.4563653664780705,Iris-versicolor
+15,7.702485303544347,2.6243797219857212,6.9,2.33469906972277,Iris-virginica
+16,7.728415309408487,2.804824145771717,6.728510964528319,1.983822369807156,Iris-virginica
+17,6.221143125786829,2.293189942469534,4.373690814988673,1.3531556955807924,Iris-versicolor
+18,6.711624833388622,3.2764215008059887,5.72581981244798,2.2121514115310217,Iris-virginica
+19,7.147262134099289,3.0,5.8204912958833015,2.2258574419430444,Iris-virginica
+20,6.313356118931221,2.588851624151724,4.931561596092873,1.8383996007775347,Iris-virginica
+21,6.61655506046605,3.3329574831965174,5.566940333531459,2.112057904604606,Iris-virginica
+22,6.7047076435233395,3.277910242101559,5.660122508918213,2.499999338462996,Iris-virginica
+23,4.606160843757328,3.6152628464780516,1.0,0.20073591032823448,Iris-setosa
+24,4.902274419717317,3.0,1.4018510985695531,0.20133784594353515,Iris-setosa
+25,6.58244071778337,3.0,4.351155262446743,1.3829512209445085,Iris-versicolor
+26,5.277252709201723,3.3488116690013263,1.5105730546951843,0.35046237380008305,Iris-setosa
+27,4.817749014335822,3.4100983637522178,1.6705043808078817,0.20283737258323062,Iris-setosa
+28,7.899997812612522,3.755309776038303,6.381548577561685,1.9950048944673333,Iris-virginica
+29,7.7188937828771,2.8295182373197543,6.715159112637799,2.0125988819018183,Iris-virginica
+30,6.931797488534465,3.1127861293986534,5.090914657546932,2.289372796253625,Iris-virginica
+31,6.673137662423437,3.3137541830552504,5.761986405340337,2.5,Iris-virginica
+32,5.951684290294486,3.214148010720537,4.786965619157389,1.7877589743081843,Iris-versicolor
+33,6.264562439704841,2.2295764150578896,4.514819111076521,1.4836518504813903,Iris-versicolor
+34,5.647909008977859,3.0,4.222265624782884,1.2663257048414038,Iris-versicolor
+35,5.499205327330383,2.612992717282207,4.433495973820982,1.1963464059774482,Iris-versicolor
+36,6.510305717149402,3.292944466564378,5.246213226782092,2.1844962285600498,Iris-virginica
+37,5.036596568786211,2.0,3.5135816576119674,1.0004669613368802,Iris-versicolor
+38,4.796344429424101,3.4011794245438542,1.9483956931719073,0.20321071713856229,Iris-setosa
+39,5.424026983466235,2.583887296713985,4.364711556582094,1.1844070079495415,Iris-versicolor
+40,4.831198866402195,3.3982129289214766,1.9485310339141066,0.20537987288474127,Iris-setosa
+41,6.3269716805794705,2.9765620407564417,5.5311421654476,1.8050931574127256,Iris-virginica
+42,6.442850203314079,3.3276440033406334,5.452206296664389,2.204281402150549,Iris-virginica
+43,4.7456005098518625,3.290031655075056,1.4304250282766382,0.19773543828653203,Iris-setosa
+44,6.561355180117735,3.0,5.550874089411436,1.820080051625666,Iris-virginica
+45,4.809609247444521,3.3965587867092433,1.7625742732975762,0.2013581021585917,Iris-setosa
+46,5.735879473948678,2.926373725244646,4.16688307624993,1.1200432443461243,Iris-versicolor
+47,4.805483930603317,3.0,1.403365637241333,0.26166027291768573,Iris-setosa
+48,4.696345717576275,3.311522613822718,1.511173298510843,0.20107412327272392,Iris-setosa
+49,6.612585251625628,3.1228765285534648,4.760096133780936,1.5427734320352893,Iris-versicolor
+50,6.2555391853034825,2.2376732118983433,4.505651938571438,1.4174513238561508,Iris-versicolor
+51,4.982171858067487,3.0,1.5730837805582616,0.19798408022530006,Iris-setosa
+52,5.229115995731652,3.6925685552403116,1.5494989711879863,0.4345206695111197,Iris-setosa
+53,4.606360815150747,3.5849019184169997,1.0,0.20389386460769637,Iris-setosa
+54,5.4494778753462905,2.423515712850741,3.730673603953925,1.0283907578928262,Iris-versicolor
+55,5.5602686024390335,3.0,3.9946741304472186,1.3113117788794855,Iris-versicolor
+56,6.849191954447124,2.7861528940335716,4.778375305036664,1.3979141008538165,Iris-versicolor
+57,5.726360776933528,2.919913499160774,4.070716393728971,1.2859348015808183,Iris-versicolor
+58,4.585821733459818,3.6577573159387664,1.0,0.19658471002183836,Iris-setosa
+59,5.059659395481376,3.711354370290219,1.4356431778553613,0.20017033722724462,Iris-setosa
+60,6.798601601821132,2.870128442820091,4.855599135406675,1.4613261823282309,Iris-versicolor
+61,6.006666395918211,2.9709914869293916,4.54242375975378,1.3781037667741385,Iris-versicolor
+62,5.285680534568405,3.4273056120127285,1.430747096285716,0.20076977785004682,Iris-setosa
+63,7.71558219174738,2.614264292163695,6.899998685851683,2.3019103840990778,Iris-virginica
+64,4.9790387189208465,3.0,1.5403229995909045,0.203871486062876,Iris-setosa
+65,4.795987700264311,3.0,1.4005378460796576,0.10000010666729048,Iris-setosa
+66,4.4,3.213760934183751,1.2971233089166248,0.20435400417779023,Iris-setosa
+67,6.528277913235767,2.974603276971216,4.366048608911916,1.3811109971429165,Iris-versicolor
+68,6.832300382865335,3.134591217291408,5.893667286656343,2.294786866651799,Iris-virginica
+69,5.414429032611748,3.8197766462004434,1.4489638909302638,0.3319821927093609,Iris-setosa
+70,6.536382986454519,2.5763297117612787,5.376822104185017,1.8038238150872548,Iris-virginica
+71,6.712583296413247,3.0,5.006436090015324,1.7023933508194322,Iris-versicolor
+72,7.636223343263181,2.8030757094169916,6.6799279782069965,1.931144675967339,Iris-virginica
+73,6.517990740000763,2.972301449986616,4.352426084890149,1.3578486186948,Iris-versicolor
+74,5.791067033977018,2.725231070158367,5.097143191202562,1.9024726629919024,Iris-virginica
+75,7.633264570755359,2.8267963895744233,6.674728458099129,1.9476565730300799,Iris-virginica
+76,6.846291240557246,3.177064301486676,5.758830922572537,2.2605172350839244,Iris-virginica
+77,7.689046176327279,2.822417986823441,6.679477578225348,2.0097744341842603,Iris-virginica
+78,5.273643506413276,3.4084816691897326,1.4125335830981904,0.24231492234621405,Iris-setosa
+79,5.889712449121636,3.0,5.085841178658576,1.7901064959720583,Iris-virginica
+80,6.053239884040483,2.214252941382324,4.17416933239634,1.0192764555808702,Iris-versicolor
+81,4.400000716821936,3.1842020020320256,1.2579190379746623,0.199188386450428,Iris-setosa
+82,5.883717333979645,3.0,5.098289185473348,1.8104956326555521,Iris-virginica
+83,7.200182310864614,2.6191725015390794,6.45951512050692,1.8682375209966944,Iris-virginica
+84,5.549743735816461,2.6958735347867817,4.477011264452691,1.2711242801401934,Iris-versicolor
+85,5.5815248579577945,2.9333931084598777,4.086008722553108,1.2996568791297953,Iris-versicolor
+86,4.61374427925233,3.675555741497304,1.0,0.1909017473376433,Iris-setosa
+87,7.680515578607979,2.6006101902695398,6.899998509765708,2.315707129882226,Iris-virginica
+88,7.9,3.800313985037423,6.500053115762796,2.0018459249368705,Iris-virginica
+89,4.840176606846972,3.0225734804547693,1.4690590066845428,0.10000011740278364,Iris-setosa
+90,5.627425723928989,2.606634250841318,4.275687263201772,1.189607622024712,Iris-versicolor
+91,5.883540849849427,2.7721036729318955,4.284969732112059,1.1144661092920596,Iris-versicolor
+92,5.1055366522510415,3.484843868973196,1.4064658782000699,0.19812451611796728,Iris-setosa
+93,4.8072945785960615,3.4018422044647036,1.6643488452669697,0.19523335794811175,Iris-setosa
+94,5.29534739987113,3.428716922191699,1.4622078243215686,0.2785181260290509,Iris-setosa
+95,5.716580855419183,2.810742511012217,4.040444844055918,1.2221109365328906,Iris-versicolor
+96,5.848668109390544,2.795845262106628,4.203628714152026,1.0102463239602093,Iris-versicolor
+97,4.5048482090041855,2.2666208559612775,1.2919201079051992,0.2988728859157861,Iris-setosa
+98,5.692084275175976,3.0,4.179277259052789,1.211361907619462,Iris-versicolor
+99,4.481654507705422,2.2557821232541535,1.2832236705994786,0.2878006561144707,Iris-setosa
+100,4.887480803832072,3.0977520882456937,1.471316395365861,0.10000012014443503,Iris-setosa
+101,4.982736791037305,2.0,3.0474191957464765,0.9485371693613789,Iris-versicolor
+102,6.664499023500568,3.286885032305814,5.648540768946435,2.5,Iris-virginica
+103,7.674208043965992,2.596511196026308,6.9,2.3090195988892876,Iris-virginica
+104,6.108125643746955,3.0,5.268609712854116,1.813115516482313,Iris-virginica
+105,5.776059399490627,2.7010797899759873,4.159851692733017,1.0020193254918723,Iris-versicolor
+106,5.671101507743637,3.0,4.125414464905514,1.197617898903659,Iris-versicolor
+107,5.829648931837045,2.713098726962008,5.134121412529209,1.9150516936060158,Iris-virginica
+108,5.538607290544133,3.782949679588889,1.5348916750350299,0.32111141080695116,Iris-setosa
+109,6.725661500520383,3.0,4.960456394741139,1.67756793284873,Iris-versicolor
+110,4.4000004493006335,3.2277591268555863,1.2866891595153973,0.20053905585319962,Iris-setosa
+111,5.794556466683857,2.692548778803875,5.12596937324304,1.8921957291995746,Iris-virginica
+112,5.004994200272822,3.0,1.5549315990730734,0.19538286879294514,Iris-setosa
+113,7.685551801764907,2.6518952504293827,6.89999769405784,2.294114963230083,Iris-virginica
+114,7.289493338309059,2.8777377661121943,6.256731615148828,1.7902583085890686,Iris-virginica
+115,5.811870720801751,2.7137934632708363,5.111262457875614,1.8996148040529837,Iris-virginica
+116,5.839223436786675,2.7214178600779197,4.260606209499817,1.0476376343875111,Iris-versicolor
+117,4.783255963555236,3.374545866838569,1.7955539026461413,0.2026942783570966,Iris-setosa
+118,6.6867551114115775,3.267356285151564,5.75175941327697,2.5,Iris-virginica
+119,5.066056659451825,3.4916445142921475,1.3943197362870077,0.19774089838189268,Iris-setosa

iris/tab_ddpm/2_4/18/test.csv

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

iris/tab_ddpm/2_4/18/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/2_4/18/val.csv

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

iris/tab_ddpm/2_4/19/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.012764745004923,3.0,5.178220850868088,1.7979264185946329,Iris-virginica
+1,5.41346608926794,3.912047440954543,1.2638660732212008,0.43301726040161104,Iris-setosa
+2,7.594246142720615,2.8013577678100794,6.580002162888002,1.9011075281220604,Iris-virginica
+3,6.090345336699787,3.0,5.250895536905197,1.794653374444798,Iris-virginica
+4,6.459989498172676,3.0901407507869867,5.7693436440091785,2.275849691750689,Iris-virginica
+5,6.655231116744003,2.974065993102484,5.7472410006597165,1.8082889782349298,Iris-virginica
+6,4.915017939158626,3.3628727342966664,1.9995437565686058,0.2586550152392159,Iris-setosa
+7,6.450251884113713,2.9551264109434356,5.597544442988195,1.8054049298299004,Iris-virginica
+8,6.787984640038822,2.8006155621265827,4.838920940588928,1.4162982088648135,Iris-versicolor
+9,5.996018629068147,2.7236506872081496,5.370175048497057,1.8639913965433161,Iris-virginica
+10,4.8918676565254735,3.046272195938616,1.4985160735693308,0.1000000995981982,Iris-setosa
+11,6.015311875433845,3.3976477866948054,4.470088680272387,1.605130615479287,Iris-versicolor
+12,4.842111628777326,3.0,1.4074616605246835,0.10000015148644385,Iris-setosa
+13,6.715689570886581,3.0,4.995667155950964,1.6880346907738653,Iris-versicolor
+14,7.739945517668701,2.600664039259366,6.9,2.32075443390326,Iris-virginica
+15,5.1911219242275966,3.672565842196419,1.4461638739512317,0.2013838629010275,Iris-setosa
+16,6.498485986775818,3.0,4.5748502668572195,1.4478809296379147,Iris-versicolor
+17,5.756664529823182,2.6935194850300457,5.089516380817695,1.9070462870743057,Iris-virginica
+18,6.4665505474949185,2.937281770425516,4.341866563665284,1.3301245727889635,Iris-versicolor
+19,6.704603715174752,3.27940356543593,5.686907823702438,2.4999995440039346,Iris-virginica
+20,5.7707385216590605,2.716242537632335,5.11684580885871,1.8935469593927006,Iris-virginica
+21,6.058934367850387,2.9765823891735192,5.398977560376993,1.7952147649448325,Iris-virginica
+22,5.525799691760331,4.199998945249217,1.4128881567048492,0.20015151431308006,Iris-setosa
+23,4.918065880075404,3.0,1.409545894209531,0.1967783313660392,Iris-setosa
+24,6.689592709631035,3.304930537822954,5.74203592013394,2.4999992835354337,Iris-virginica
+25,7.234482821952037,2.922337389322418,6.14654401914981,1.8036597066887365,Iris-virginica
+26,5.796767431129446,2.814457609075416,5.083808791297555,2.4096753747240363,Iris-virginica
+27,5.017265088632492,2.0000006155473624,3.5844990616338936,0.9480545664475082,Iris-versicolor
+28,5.8123477618104085,2.7542218958633904,4.076629035739471,1.069736977885811,Iris-versicolor
+29,6.697706502257376,3.3278920971258086,5.716641241936277,2.5,Iris-virginica
+30,5.44050157746615,3.0,4.474377026354462,1.5558007306760673,Iris-versicolor
+31,7.656920707779233,2.6101402962439315,6.89999864919562,2.287996320580129,Iris-virginica
+32,6.312569742079597,2.5775318022862908,4.937874914486176,1.8534383946904025,Iris-virginica
+33,4.603317228277203,3.6000060527462154,1.0,0.20033089355378902,Iris-setosa
+34,6.434098214236819,3.0,4.425043389029741,1.3824417627447259,Iris-versicolor
+35,5.503590450419722,2.4287035824282017,3.6838798040140786,1.022521020089118,Iris-versicolor
+36,6.773671958662201,3.112696931840435,5.216566420994803,2.2741556351529453,Iris-virginica
+37,5.030410070803105,3.562603525902225,1.4007775108129972,0.20021556902101528,Iris-setosa
+38,6.279362100366367,3.0,5.377166520635241,1.8028506966228925,Iris-virginica
+39,5.4086269361428005,3.804773838481743,1.413172865815763,0.31435052650270595,Iris-setosa
+40,5.665617900210112,2.8149675916164902,4.513358539920153,1.3332892144714132,Iris-versicolor
+41,7.701722004703312,2.578782525479055,6.9,2.3072835911997878,Iris-virginica
+42,5.321889362701523,3.790827787971903,1.4081552442913894,0.3213277941593869,Iris-setosa
+43,6.0542211518129445,3.3632528262241457,4.577899355518863,1.6344685716441025,Iris-versicolor
+44,5.844415186833179,3.1417879346675646,4.6718382965916945,1.67488107104021,Iris-versicolor
+45,5.387287509425131,3.4045069870752185,1.7125099970353896,0.2014555735129248,Iris-setosa
+46,5.10993916817434,3.3138684128098417,1.8352414562238968,0.4298864885972823,Iris-setosa
+47,5.241993816597889,3.4210150389934255,1.4064692226004762,0.19858297142287812,Iris-setosa
+48,4.674160408755165,3.264026196139166,1.4715819473330214,0.20323726520160762,Iris-setosa
+49,5.801653892916069,2.8608506051439857,4.110718378165022,1.1867102289802056,Iris-versicolor
+50,7.6855655138196965,2.862140711895176,6.661273010903099,2.0912068063796814,Iris-virginica
+51,6.8578747472330965,2.978793385340586,5.781000839084219,1.9617535059882392,Iris-virginica
+52,5.391965347557597,3.376094555829427,1.5203925708649617,0.4454754908600793,Iris-setosa
+53,5.511210449676526,3.0,4.458593683924198,1.4653273318217601,Iris-versicolor
+54,5.0024033646236425,2.0,3.6318489869211135,0.9567134527722019,Iris-versicolor
+55,6.662014032278955,2.5058807372731207,5.70971515949749,1.804060125275361,Iris-virginica
+56,4.500900053007699,2.3325177552520113,1.2884723614233966,0.32701271547138006,Iris-setosa
+57,5.930586729449617,3.0,4.578519543578498,1.4599617331487478,Iris-versicolor
+58,5.563857168527485,2.6276573896541993,4.426225784844729,1.2479422462774714,Iris-versicolor
+59,4.78215629185321,3.3662624891364645,1.9749240581946794,0.1970338351272583,Iris-setosa
+60,6.29126819375023,2.8439272753552522,4.274680506505246,1.2250263631420126,Iris-versicolor
+61,7.9,3.87666078411089,6.461849230865746,2.0568048823780516,Iris-virginica
+62,6.243743071742904,3.3333216177585583,4.6951450955171685,1.6173677443222363,Iris-versicolor
+63,5.084893825264714,3.4837244160901597,1.3888112584332801,0.199896793135583,Iris-setosa
+64,7.169440837046319,3.0,6.009767241682825,2.091547250464033,Iris-virginica
+65,7.728852188087693,2.765304183937932,6.706334615060175,2.0227025650460115,Iris-virginica
+66,4.992944728856124,2.37199593269814,3.432803753989069,0.9231194453165177,Iris-versicolor
+67,5.090501489416915,3.4686824566218197,1.397845945106154,0.20169140063764607,Iris-setosa
+68,6.489694273610433,3.0036953220568496,4.929119550197352,1.7579305466040858,Iris-versicolor
+69,5.771973355929722,2.9402538304558634,4.510411469393128,1.4370518902853335,Iris-versicolor
+70,6.915551840207234,3.1016960440713515,5.08004948792437,2.3010207378500858,Iris-virginica
+71,6.285586603843759,2.519521607155206,4.972155032686879,1.8789472054893124,Iris-virginica
+72,5.471451673653812,4.2,1.4068523761408394,0.19761196637081177,Iris-setosa
+73,7.9,3.876011143533759,6.476610073110397,2.003947116231815,Iris-virginica
+74,7.6991050323680685,2.800595278621223,6.657221789763698,1.9777884794342995,Iris-virginica
+75,5.520302828290112,2.5376229750731807,4.185609717370669,1.132898652533699,Iris-versicolor
+76,5.669092536849863,3.0,4.218339772596852,1.2656546527108,Iris-versicolor
+77,7.167178744206909,2.893284135379149,6.1254005507988705,1.7755408961866932,Iris-virginica
+78,5.582855123058268,3.0,4.123842939031446,1.3027137233942108,Iris-versicolor
+79,5.667524099861904,2.916660084118146,4.036490355770201,1.2746536790110976,Iris-versicolor
+80,6.177657595569788,2.227099665085076,4.440782601956847,1.4367670527958702,Iris-versicolor
+81,6.256396262384124,3.3188309755948873,4.675179285295503,1.608820818396276,Iris-versicolor
+82,4.997416262954795,3.0,1.6895479320940165,0.2037300717518836,Iris-setosa
+83,5.19396842609685,2.414247520398605,3.5505819876647973,1.0046263563938258,Iris-versicolor
+84,5.739747648618812,2.947810904875697,4.500614396178617,1.3774933335984356,Iris-versicolor
+85,4.604010062455456,3.5821128783337417,1.000000397169671,0.20186083254417936,Iris-setosa
+86,5.074631939488608,3.401993945833598,1.634851456733471,0.41160560679649355,Iris-setosa
+87,5.518021649163817,3.0,4.518536144297855,1.5047624429312907,Iris-versicolor
+88,6.0868134311042414,3.1499582669826505,4.7225677436460085,1.7329452346847662,Iris-versicolor
+89,5.727085609481686,2.5381464491611503,3.971746472011084,1.0195283171310916,Iris-versicolor
+90,6.712971402792117,3.3281583784482383,5.721588953726652,2.5,Iris-virginica
+91,5.029378730756356,3.4204096943641127,1.5774649176600688,0.494462107507455,Iris-setosa
+92,5.566310033102266,3.0,4.538411526556254,1.5025059743303695,Iris-versicolor
+93,5.709068369039882,2.647433591970882,4.341375629051462,1.2012647820488214,Iris-versicolor
+94,6.783009432058895,3.2397228218456826,5.635189318028454,2.269478706710789,Iris-virginica
+95,6.621173580652342,3.159678052901317,4.672529391531357,1.4941794337077032,Iris-versicolor
+96,5.767396895031038,2.718122109392793,5.1111141629297965,1.8935976735332194,Iris-virginica
+97,4.5740508297384395,3.5752524259263625,1.0,0.2012676037605376,Iris-setosa
+98,6.041576675794448,2.221157435254166,4.07032324879654,1.0464708137082959,Iris-versicolor
+99,4.866521564596725,3.0418934371441115,1.4757960120782518,0.10000009780635352,Iris-setosa
+100,5.070693268656282,3.569522144594981,1.3887782386414014,0.2003872474484096,Iris-setosa
+101,5.834460004045114,2.5682664236426613,4.4817224633624315,1.3757288665773781,Iris-versicolor
+102,5.425915041542057,3.7432980625308403,1.563183099820844,0.20755131108049607,Iris-setosa
+103,5.652797759319468,2.444109034360787,3.8350502212424975,0.9442689081257021,Iris-versicolor
+104,5.563790583453401,4.2,1.4038992583582413,0.20685405653608807,Iris-setosa
+105,5.973661773501553,3.40860088218142,4.408154718739283,1.599939597520212,Iris-versicolor
+106,5.096190657844696,3.723865125465797,1.497023821381534,0.40291534311994465,Iris-setosa
+107,7.619315462299416,3.0,6.6403531779339975,2.0895988642725363,Iris-virginica
+108,7.16501702462311,2.8983999544059262,6.1885674386931315,1.7888231894086586,Iris-virginica
+109,6.180204075047894,2.2281905685585497,4.403845880850153,1.3692936148562642,Iris-versicolor
+110,4.400000880551599,3.2146565014017283,1.2912994365868582,0.2039848898886676,Iris-setosa
+111,5.273749440703969,3.363216846620965,1.5591622258140965,0.2023181814734896,Iris-setosa
+112,7.279258880114512,3.0,6.198393483164255,2.048350400033024,Iris-virginica
+113,6.117033881581372,2.2156876049125316,4.188865341696638,1.1074526873497283,Iris-versicolor
+114,5.040357933867104,3.6270032256499527,1.40839940684737,0.20092192726361655,Iris-setosa
+115,7.899999000605393,3.753931733190872,6.4227778021056725,2.021631167596634,Iris-virginica
+116,5.750395923323361,2.9513761737425335,4.492327950026316,1.4610330993308862,Iris-versicolor
+117,7.627775360407413,2.810275088001034,6.627683742207419,1.9315098184362778,Iris-virginica
+118,4.604636563786988,3.1853783967815494,1.4015524654606588,0.20021530097889886,Iris-setosa
+119,4.779358251207089,3.0,1.393686543345011,0.2960666550623669,Iris-setosa

iris/tab_ddpm/2_4/19/test.csv

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

iris/tab_ddpm/2_4/19/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/2_4/19/val.csv

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

iris/tab_ddpm/2_4/2/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.294775678367669,2.718525146701773,4.884540647313206,1.8067831443245341,Iris-virginica
+1,4.590352212486471,3.6663959864152034,1.0,0.20130999836776245,Iris-setosa
+2,6.565164795413691,3.0,5.514445529879955,1.8103451326402051,Iris-virginica
+3,6.922281252125783,2.7994793767835207,4.7988025365082,1.3994229469628459,Iris-versicolor
+4,6.19507272503306,3.4023406888078607,5.467668958813083,2.2808451577471733,Iris-virginica
+5,5.021594239786517,2.000000821437854,3.5204139313545473,1.0095525416468951,Iris-versicolor
+6,4.885361044666482,3.0,1.4026885893424383,0.20003682624512711,Iris-setosa
+7,4.78270262382041,3.3552945264295637,1.5570242339463625,0.19994378758759293,Iris-setosa
+8,5.520405237375896,3.0,4.45161781381401,1.4521949042749605,Iris-versicolor
+9,5.593946055152339,3.0,4.52193731428357,1.5546684739457584,Iris-versicolor
+10,5.561678100207011,4.199998241963421,1.4112806176862807,0.20719063972473978,Iris-setosa
+11,5.851728231128649,2.7891965922583712,4.21734645346636,1.0074115736957847,Iris-versicolor
+12,5.688351597137249,3.0,4.070674573360237,1.2896434386625288,Iris-versicolor
+13,6.382897745057909,2.989107320940989,5.463683419428224,1.7933180227400491,Iris-virginica
+14,5.781758580925869,2.691812220771223,5.095539749482368,1.915963920548489,Iris-virginica
+15,5.714305880225138,2.8880051415744505,4.199677558664948,1.304291865216229,Iris-versicolor
+16,6.276919365063776,2.6687489582135204,4.94429911887539,1.805792951085295,Iris-virginica
+17,5.2426046250370195,3.54163144132736,1.4472533811466257,0.2011920943016749,Iris-setosa
+18,7.73293687643626,2.6136843999905075,6.9,2.305949541403618,Iris-virginica
+19,5.0685925302858985,3.3709407431266913,1.6280208759328219,0.48238602449063084,Iris-setosa
+20,7.751623635258644,2.597675176602745,6.9,2.310405267512997,Iris-virginica
+21,5.816015666685033,2.715280941950259,5.083508542472601,1.9071833341791433,Iris-virginica
+22,5.815101720285821,2.6817122174863677,5.094840457941578,1.921935098361701,Iris-virginica
+23,6.186870093936491,3.394790416139693,5.390885488960733,2.3205257161826496,Iris-virginica
+24,5.60419472201947,2.624139552395917,3.9296602683641346,1.1467713508141455,Iris-versicolor
+25,4.99992981556419,3.4891167181509792,1.5574555549842644,0.326886213538771,Iris-setosa
+26,7.701548735298801,2.8095198766251683,6.681963846733914,2.0275396531138314,Iris-virginica
+27,4.818310006435979,3.4000548693669996,2.078358967745659,0.20216645333257635,Iris-setosa
+28,4.980961112336533,3.49024752323949,1.523288619617775,0.24505943787120502,Iris-setosa
+29,5.509618367063979,3.0,4.461132653379204,1.4590229886430175,Iris-versicolor
+30,4.400000533839052,3.2234289050085727,1.2926068000710211,0.18688275850594496,Iris-setosa
+31,5.466971918370817,4.199999186870766,1.3640585274797001,0.19978188274005754,Iris-setosa
+32,5.992796502460887,2.231226553434375,4.065695786443802,0.9812657796032991,Iris-versicolor
+33,4.8898178043813205,2.431106103154275,3.2961783283188653,1.0289255995162792,Iris-versicolor
+34,7.718074989208525,2.57322777615339,6.9,2.300445139564558,Iris-virginica
+35,5.688534667239938,3.0,4.109627566140837,1.292971365646893,Iris-versicolor
+36,4.923215771911512,2.393428775217845,3.320436210312063,0.9939820934065202,Iris-versicolor
+37,7.9,3.799883116518818,6.386110778215396,2.025160357336084,Iris-virginica
+38,6.704434081394487,3.1104968525196597,4.684001698438131,1.4739528744130717,Iris-versicolor
+39,5.124767645772534,3.3284792910142977,1.5682976239165418,0.4306335995158854,Iris-setosa
+40,5.533092598458454,3.0,4.417373866191797,1.438738127800812,Iris-versicolor
+41,5.4995822229878515,4.2,1.4072127558589387,0.1950467127853061,Iris-setosa
+42,7.493656139821058,3.0,6.420374943374098,2.068167337842397,Iris-virginica
+43,6.371729436973733,3.2735785338714076,4.72350765528381,1.5727440105599855,Iris-versicolor
+44,5.692017877877636,2.87707644247152,3.9294736270525323,1.2794942700592264,Iris-versicolor
+45,4.939492769871527,2.4131617674742296,3.4544510877399355,1.036797846907598,Iris-versicolor
+46,6.074031403795856,2.7928790695168044,4.55032927045651,1.4473116741041145,Iris-versicolor
+47,6.075969487575276,3.310012245688358,4.687435704049928,1.7275939010985422,Iris-versicolor
+48,6.261564833916653,3.3759235381998667,5.4676405055864885,2.2919989245685675,Iris-virginica
+49,4.838798530537067,3.0,1.4261692188217578,0.3488500680350164,Iris-setosa
+50,5.806265801038997,2.8076331630642137,4.268940915168466,1.3139937527560248,Iris-versicolor
+51,5.437380734761772,3.9190674164100154,1.257119363035694,0.35915672972915447,Iris-setosa
+52,4.780436203486765,3.4112951448737032,1.7249461968656261,0.20035036374870197,Iris-setosa
+53,5.790402510093901,2.8689090193244695,4.500257438524238,1.3659923843443846,Iris-versicolor
+54,5.0205131929903475,3.0,1.5989819515373482,0.19376865943875216,Iris-setosa
+55,6.544995756506457,3.0,5.8522322373195985,2.226469858957136,Iris-virginica
+56,5.396560790410926,3.3460316203393474,1.6396333880801823,0.1993538560702145,Iris-setosa
+57,5.775897441405332,2.7878938957352988,4.204448010930673,1.1237497159576781,Iris-versicolor
+58,5.575702196805264,3.0,3.8850036154221885,1.3199742278098887,Iris-versicolor
+59,6.750567535518866,3.265455364090185,5.860700138905128,2.3138246127476982,Iris-virginica
+60,7.149432085612686,3.0,6.133600182820987,2.1747578817787065,Iris-virginica
+61,5.725845715743454,3.0,4.580839840751959,1.6097727269036415,Iris-versicolor
+62,6.408911204527774,3.2324190323519817,4.747902924001906,1.5797158017309958,Iris-versicolor
+63,6.714243216780711,3.0,5.0028286564670434,1.6902316626076206,Iris-versicolor
+64,5.193304858248306,3.5293402385122157,1.4460703412420777,0.2096458516508659,Iris-setosa
+65,4.4,3.232044769170172,1.307957786419473,0.19978675866212484,Iris-setosa
+66,5.515199008172231,3.0,4.498967470416414,1.4684335548601763,Iris-versicolor
+67,5.540928415297726,3.0,4.499347930959007,1.4970000866242348,Iris-versicolor
+68,5.948117847975921,3.2051099803662004,4.819909597695174,1.7692472407790312,Iris-versicolor
+69,6.79373613867982,3.1792955295480136,5.549711880097574,2.307854102516207,Iris-virginica
+70,5.270625394724218,3.3589871369936133,1.48222345565411,0.2660924130822632,Iris-setosa
+71,6.013342669916582,3.377813663244883,4.497647545082355,1.6210978983805133,Iris-versicolor
+72,5.820876871045772,2.7896504286202384,5.115635074160368,2.38350814401889,Iris-virginica
+73,5.6328427433481085,2.863726113111207,3.624347644505705,1.3033155897513062,Iris-versicolor
+74,6.708150926279563,3.141762036790345,5.255901233577445,2.0984529741471563,Iris-virginica
+75,5.783925820657101,2.675630303545063,5.128675915653313,1.901614488334753,Iris-virginica
+76,5.502153292100354,2.6137067611715272,4.285561323191069,1.1856688196288618,Iris-versicolor
+77,5.673238425722829,2.843018158091789,3.741949081688283,1.2799259258475155,Iris-versicolor
+78,4.86256464044823,3.0,1.3881921783727345,0.22604649837068186,Iris-setosa
+79,5.976941304154259,2.688982920574533,5.044739213599825,1.8651549639645597,Iris-virginica
+80,4.9884860342480195,2.000000907697484,3.426956421904811,0.99159365855033,Iris-versicolor
+81,6.68504963443316,3.0,4.994997246667032,1.7046040383977399,Iris-versicolor
+82,4.795055560778674,3.0,1.401836517342381,0.3098893449625871,Iris-setosa
+83,4.989169472210655,2.0,3.4044447038968606,1.0443169662857243,Iris-versicolor
+84,4.594640273101553,3.1780671548892894,1.3613605484652718,0.20420577973120332,Iris-setosa
+85,6.491012491457133,3.1328757464868326,5.142308117797543,1.9950085551260013,Iris-virginica
+86,5.477082824146931,3.0,4.385155093359162,1.419407766052718,Iris-versicolor
+87,5.645314371010045,2.9014360506697643,3.870109209654561,1.3093623775342833,Iris-versicolor
+88,6.826206039592786,2.7709945120821162,4.770029644915881,1.388805900988163,Iris-versicolor
+89,6.690397447211618,3.2664297207471917,5.591804735136725,2.0936718374141337,Iris-virginica
+90,5.604035095765837,2.619657746642107,3.837204390378442,1.1242982719322967,Iris-versicolor
+91,5.004591631629142,2.0,3.5779809930498896,1.0260938254807772,Iris-versicolor
+92,5.200785679752596,3.377401030157765,1.3962553746222404,0.20368235195930726,Iris-setosa
+93,5.559973347702273,2.694286177935645,4.457404455906332,1.2356660017519319,Iris-versicolor
+94,6.788169238306208,2.8026665972424984,4.730632816279593,1.3798740031100107,Iris-versicolor
+95,6.6864734456972,3.0,4.878722635059833,1.641282731170415,Iris-versicolor
+96,6.567763690430644,3.0,4.906638104213472,1.6947931553395268,Iris-versicolor
+97,6.271429174086749,2.5257798737421284,5.017603894058086,1.8773772995345797,Iris-virginica
+98,4.588983064795509,3.5953821128401087,1.0,0.1853815564272253,Iris-setosa
+99,5.616031667498646,2.494651225454855,4.063308989891223,1.0953733175966942,Iris-versicolor
+100,5.7759760549921335,2.931713014971353,4.420659154780566,1.3602849684701215,Iris-versicolor
+101,5.6219116993562155,2.51894034403176,4.06075411454848,1.0950088651459402,Iris-versicolor
+102,5.481482341232824,3.0,4.484458026022285,1.495771124488627,Iris-versicolor
+103,6.656713678067619,3.0,4.4948435826956565,1.4312276862334903,Iris-versicolor
+104,5.832070401804115,2.88846038607714,4.2304542953635185,1.1828309048469101,Iris-versicolor
+105,5.785920243469269,2.833845553240628,5.099870700738637,2.4114959817978643,Iris-virginica
+106,4.400000472547988,3.2301178106116386,1.300857763641826,0.1941686608139137,Iris-setosa
+107,5.081752181178954,3.7273613996665427,1.4807227823279876,0.3648981337342605,Iris-setosa
+108,5.777909475504244,2.6143700251983653,3.9502194020865407,1.070671851313209,Iris-versicolor
+109,5.37496044359052,3.4000351984691917,1.5266197697237223,0.44500733611085647,Iris-setosa
+110,5.673102722552698,3.801974834284888,1.572365277563371,0.3208678689810021,Iris-setosa
+111,6.718395022370553,3.3163665812069367,5.769612983867405,2.5,Iris-virginica
+112,5.991069999241883,2.9642202960378254,4.525658701046779,1.5059002253932037,Iris-versicolor
+113,4.797153576902757,3.3944123643406106,1.9426159547984712,0.20558456230532307,Iris-setosa
+114,4.778936643957169,3.0,1.404368367308426,0.3701322109698233,Iris-setosa
+115,4.4,3.155346599492269,1.305930894073367,0.20240968574971507,Iris-setosa
+116,5.192868234135753,3.3882695683593935,1.399105139701966,0.20355580676958035,Iris-setosa
+117,6.674895641833337,2.515897194005222,5.662832268899745,1.784328737658809,Iris-virginica
+118,6.627371807300384,2.7585525333676255,5.696965050665339,1.7912385239729394,Iris-virginica
+119,5.245289829611801,3.554252407741791,1.456042822988675,0.20095761060323575,Iris-setosa

iris/tab_ddpm/2_4/2/test.csv

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