a

iris/tab_ddpm/0/0/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.857157178496531,3.215911429242878,5.749240444547854,2.2917371426958093,Iris-virginica
+1,6.115876362299031,3.3268420972650574,5.982196073409792,2.4999997657856707,Iris-virginica
+2,6.181485582534858,2.848675662538335,4.5105099753302165,1.47591211525772,Iris-versicolor
+3,5.837119167629821,2.695534124186592,5.101614488120189,1.9114635748244795,Iris-virginica
+4,5.466397308922788,3.0,4.516224991300683,1.4951214872704832,Iris-versicolor
+5,6.103462125550731,2.5148237298693745,5.126441080197092,1.509580099138734,Iris-virginica
+6,5.021983740072632,3.6046882480787272,1.3704592213865003,0.20100823625848843,Iris-setosa
+7,4.97802832359525,2.00000067590459,3.3573876505304434,0.9871341525434053,Iris-versicolor
+8,6.590678677987253,2.8081912837489607,4.624368728858308,1.500105552229909,Iris-versicolor
+9,5.05756018986969,3.410359193537984,1.3906952135457926,0.19531799850286555,Iris-setosa
+10,5.369945751172437,3.0,4.488705153817442,1.5166935448126861,Iris-versicolor
+11,5.159973017318948,3.6304350775311476,1.4154049932890496,0.20021995311631785,Iris-setosa
+12,5.569783606393907,2.492766994405318,4.067813461900336,1.2911406767437756,Iris-versicolor
+13,5.322787723497853,2.6017969442497804,3.9887063691964983,1.337792654546019,Iris-versicolor
+14,5.568214924323035,2.396279191857964,3.753006188915559,0.964062445796647,Iris-versicolor
+15,6.591975657081237,3.0,4.413509347706772,1.399491819172328,Iris-versicolor
+16,5.485248385979577,2.515180056572857,4.022703294152658,1.3171473762111856,Iris-versicolor
+17,5.539300810033499,4.2,1.394449888366553,0.2039070962910043,Iris-setosa
+18,5.584644233518871,2.4683884392514877,3.9229807368419682,1.1125045776828781,Iris-versicolor
+19,6.096564585939908,3.339327675657909,5.86626443046485,2.5,Iris-virginica
+20,4.598053918419372,3.6469871850840363,1.0,0.19296146922755064,Iris-setosa
+21,6.153886126681599,3.3266003199790455,5.9397509897219685,2.5,Iris-virginica
+22,4.980747592089449,3.4109533447571065,1.5845308235484032,0.36283136153240975,Iris-setosa
+23,4.917082265702222,2.000000555457858,3.279139710570983,1.0016324711865048,Iris-versicolor
+24,5.033794564190057,3.0,1.7554267700465647,0.19991741581712197,Iris-setosa
+25,5.988570405190313,3.4015317939841676,4.521338098128934,1.6052280808161206,Iris-versicolor
+26,5.971956158047132,3.3846884293849064,4.499111777788413,1.5857048623957695,Iris-versicolor
+27,6.180149254155608,3.338221253699762,5.940645300741313,2.5,Iris-virginica
+28,6.24271761229759,3.4029439390110383,5.539824128144799,2.4035772734160523,Iris-virginica
+29,5.464383688197063,3.40221639540471,1.507149687777539,0.40561879351751573,Iris-setosa
+30,6.680871684757441,2.5170133876718204,5.766784911470726,1.8094202895969917,Iris-virginica
+31,6.063786082166825,2.7772713451900777,4.644381402221438,1.197590011143495,Iris-versicolor
+32,4.772406743674409,3.0,1.386513541843597,0.3727829347968741,Iris-setosa
+33,4.820156558080064,3.0,1.429695118446384,0.25380357549275023,Iris-setosa
+34,5.019091167715066,2.0000006650787445,3.675425581304642,0.6897900273740767,Iris-versicolor
+35,6.264395572072173,2.6571411288489393,5.045393752372966,1.5948034435364016,Iris-virginica
+36,6.6980411943469935,2.768287132486698,4.676560452917035,1.4342205191470754,Iris-versicolor
+37,5.029907920883638,2.00000062840936,3.707246537335363,1.0245019918013245,Iris-versicolor
+38,7.899998956276304,3.8189473233985156,6.325897506869337,2.0468710138767645,Iris-virginica
+39,5.97994302136121,3.4045248349599224,4.48562634014859,1.6122560489101532,Iris-versicolor
+40,4.813457720027419,3.4104373165301967,1.6977956465249628,0.20162248845230596,Iris-setosa
+41,4.573525434438296,3.605469482408728,1.0000005282149267,0.1870136205503058,Iris-setosa
+42,6.124920357926959,3.3196658411619167,5.857527520404153,2.5,Iris-virginica
+43,6.001562632184185,3.4063834779722115,4.466491296415242,1.5914471605395601,Iris-versicolor
+44,6.270761714656309,3.302234152184715,4.680066131179839,1.5999761286972207,Iris-versicolor
+45,5.7388014082802306,2.775219412600038,4.342266584874981,1.2137191063259896,Iris-versicolor
+46,6.167048057505974,3.327245483395693,5.942541855324813,2.5,Iris-virginica
+47,4.767572099980633,3.0,1.3893611167460278,0.30090603579468295,Iris-setosa
+48,7.9,3.7901786378236038,6.334075689638426,2.1200428381341214,Iris-virginica
+49,6.219245096085312,3.401000604092332,5.414975679228257,2.2925507726095424,Iris-virginica
+50,7.696655646248863,2.5030104980171637,6.9,2.2708577033886077,Iris-virginica
+51,4.779539921986555,3.3846147140604685,1.6660771792854911,0.2000505722427181,Iris-setosa
+52,5.487128375537471,3.507399314046211,1.4713634404812723,0.32731298130174385,Iris-setosa
+53,6.299075101562677,3.394301326123729,5.551919333331695,2.3876412136233855,Iris-virginica
+54,7.596219716708563,3.0,6.564763707553518,2.084332411268619,Iris-virginica
+55,5.557985734496644,3.0,4.532552200742011,1.481376963053655,Iris-versicolor
+56,4.931274647948829,2.0,3.388094257309419,0.90188219920135,Iris-versicolor
+57,6.901869074521572,3.2040086752449715,5.793324635150842,2.2922689009824446,Iris-virginica
+58,5.527805856101377,4.2,1.3176613250462255,0.21718508102782189,Iris-setosa
+59,5.6879751479401985,2.7996706460810663,4.507521625255878,1.3106557120625797,Iris-versicolor
+60,4.970025312131034,2.0,3.1561474589264886,1.014548910498603,Iris-versicolor
+61,4.795440921650952,3.4036153357421655,1.8713834314086966,0.20017921784683845,Iris-setosa
+62,5.102950108610753,3.332507029062865,1.7038609878666175,0.429918359355671,Iris-setosa
+63,6.293503312754139,3.4027679799045596,5.582981834251957,2.40069891787786,Iris-virginica
+64,5.820778812649033,2.810750960733338,4.386848900497902,1.382047164120744,Iris-versicolor
+65,4.55497685158714,3.16035859871893,1.4342876611562427,0.2002857176431137,Iris-setosa
+66,5.522628354345676,2.3903470059147427,3.787592590204235,0.9635873828972146,Iris-versicolor
+67,7.899998820678371,3.8164757361896258,6.36418963991741,2.0802354457678214,Iris-virginica
+68,4.6068441624803995,3.6572218076537872,1.0000004302222034,0.20186181247041554,Iris-setosa
+69,6.305378950093954,2.426347105002657,4.973777520202439,1.8927729393564694,Iris-virginica
+70,6.297781421754013,3.3851798599323626,5.616454312831429,2.383826878664874,Iris-virginica
+71,6.048295822295112,3.354519542934991,5.878825822423396,2.5,Iris-virginica
+72,5.8068625706441495,3.2363044859910772,4.811333590540018,1.8580887819453422,Iris-versicolor
+73,6.240901841405204,3.322853734498928,5.962816716280162,2.4999997800094347,Iris-virginica
+74,4.591431779950575,3.602001997947007,1.0000008157383666,0.19479918041438743,Iris-setosa
+75,4.569922309639749,3.622454829585872,1.0,0.1967911402799999,Iris-setosa
+76,5.112684707874635,3.5480014257086747,1.381161067072349,0.1993821229868631,Iris-setosa
+77,4.388788404207556,2.9023920279540425,1.3966813226654258,0.19799442226630148,Iris-setosa
+78,5.57358068419512,2.330009314279752,3.8228266304229286,0.8298142746005235,Iris-versicolor
+79,4.300000593857601,3.0976005764708847,1.0944424316195775,0.10000020384907622,Iris-setosa
+80,5.516340183712099,4.19999868905453,1.405405291678688,0.21082580516521726,Iris-setosa
+81,5.963153667873022,3.416289385664668,4.508371854231933,1.6193748615574362,Iris-versicolor
+82,4.974588164634872,2.0,3.626757847857257,0.9838628055356567,Iris-versicolor
+83,5.158342946002505,3.4100827097091346,1.4086357081358685,0.2045456063378681,Iris-setosa
+84,5.9272095200643,3.2062116133315213,4.793655333444653,1.7718494648917154,Iris-versicolor
+85,5.986917373605342,3.410656883653756,4.477594970950334,1.594263077486704,Iris-versicolor
+86,5.121235439138838,2.4737060722282553,3.1916180066787003,1.0913387362642943,Iris-versicolor
+87,6.491401365443612,2.7909749781771045,4.63413167815777,1.50808712970042,Iris-versicolor
+88,6.705753524382557,3.10865463310484,4.722682518966917,1.5101820204100136,Iris-versicolor
+89,5.009919112609794,3.052663210398134,1.6974813569535299,0.20282159049608955,Iris-setosa
+90,6.059521469405263,3.3742069198974765,4.539955331835673,1.5999164982475023,Iris-versicolor
+91,6.222463325457644,2.776461359849876,4.867606582613703,1.8357121591387209,Iris-virginica
+92,7.676258979746942,3.0,6.069519681483864,2.295453709158504,Iris-virginica
+93,5.138983347442878,3.4085035074496055,1.4085115045520047,0.2058504608946351,Iris-setosa
+94,6.117485969280045,3.3470499003180376,6.038845223624133,2.5,Iris-virginica
+95,4.638009147900279,3.718178226167811,1.0000004826230637,0.19686941058923152,Iris-setosa
+96,4.809706500408739,3.0,1.4210187080174732,0.1,Iris-setosa
+97,4.871104078405088,3.1239119574280294,1.4696297076243847,0.1,Iris-setosa
+98,6.182523911682082,3.3280700454234413,5.9429411384295525,2.5,Iris-virginica
+99,6.033744626512808,2.8859945634534405,4.537083553406424,1.4593743011614364,Iris-versicolor
+100,5.452096250916424,3.9283281292017067,1.3314038437770015,0.472578606500311,Iris-setosa
+101,6.297511961581342,2.4476684123369883,4.982299586584298,1.8799649009196149,Iris-virginica
+102,6.4206949246605225,3.105893051020511,5.091732914417357,2.0941091363495152,Iris-virginica
+103,5.092518439899443,2.5097248249372317,3.1356407437269755,1.1242235597907293,Iris-versicolor
+104,6.500311977006377,3.0,4.388381261154442,1.394802506430372,Iris-versicolor
+105,7.721695953917719,2.5204638509380506,6.9,2.285835718561792,Iris-virginica
+106,5.910659118656482,3.2563883800232882,4.7569015729705315,1.7604228968219007,Iris-versicolor
+107,7.692336061031926,3.0,6.0569162391718985,2.278512286712532,Iris-virginica
+108,7.073996563001861,3.17925187522419,5.977353210239175,1.781075314967257,Iris-virginica
+109,4.300001410921933,3.1181696492252122,1.1100735385743172,0.1000002273088663,Iris-setosa
+110,6.2531771726483605,2.48227359320597,4.960524015714682,1.87065551138137,Iris-virginica
+111,4.982740566538698,2.000000623233738,3.5719276536088054,0.9136773814767006,Iris-versicolor
+112,6.185468569903882,3.326322933731876,4.700911315762834,1.6276282718714354,Iris-versicolor
+113,5.129088445118329,3.842179127901529,1.6050352327226272,0.20145174786226025,Iris-setosa
+114,4.964286563111552,2.0000007785690186,3.424024870238919,0.9704077840989009,Iris-versicolor
+115,4.813213975288046,3.3870729086934803,1.9089306694002701,0.19775438431417236,Iris-setosa
+116,5.54186749262291,3.0,4.484847075996292,1.484226071327071,Iris-versicolor
+117,6.535679677291622,2.7999871969112133,4.615241315530912,1.512353372030695,Iris-versicolor
+118,5.78667564799204,2.6921925852951,5.133897471605772,1.9004708557374095,Iris-virginica
+119,4.591335826088693,3.7341221278027157,1.0,0.20091616111978436,Iris-setosa

iris/tab_ddpm/0/0/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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/0/0/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
+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/0/0/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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/0/1/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,4.57402055480759,3.152374864522758,1.4357584240043,0.20240876872026606,Iris-setosa
+1,4.804129270859954,3.0,1.4068161944130186,0.27931489443138324,Iris-setosa
+2,4.581773782423502,3.7139723067944104,1.0000004301981855,0.20181380373240887,Iris-setosa
+3,4.62279232906718,3.6255317534903804,1.0000005505249572,0.19831172761897875,Iris-setosa
+4,5.757855077367686,2.8115954360277957,4.3054821911422785,1.2466940035845004,Iris-versicolor
+5,4.630315212606248,3.1706451583528423,1.396551320975706,0.20860169361511655,Iris-setosa
+6,5.68424290122733,2.739207903075378,4.418253312750591,1.330037368268498,Iris-versicolor
+7,6.418194340381743,3.1901615269452805,5.344968579929855,2.2665413969144916,Iris-virginica
+8,5.048432222942655,2.0000018013419862,3.4430711383001897,1.022524992134483,Iris-versicolor
+9,5.069415452474029,2.5077380341198685,3.12431253639273,1.0601616407570271,Iris-versicolor
+10,6.644204560205394,3.0846327366544726,4.671752071000367,1.4595342679156156,Iris-versicolor
+11,5.583638221690357,2.9114130574516524,3.683955386253564,1.2874403110380355,Iris-versicolor
+12,6.125724587108937,2.5760071472599,5.5482750602694715,1.4325538788986933,Iris-virginica
+13,4.972899458833696,2.0000007286880814,3.4210427325549766,1.0717581172714616,Iris-versicolor
+14,4.399497788802632,2.923201761126314,1.3937002821667437,0.19898877756330924,Iris-setosa
+15,4.816293208733212,3.392576654053525,1.6749684142049337,0.192562254682844,Iris-setosa
+16,4.9726514192003615,2.000000674871922,3.0940856473191802,0.9805370339367712,Iris-versicolor
+17,4.657937579544916,3.6498757155429953,1.0000006656804803,0.20093750247006517,Iris-setosa
+18,5.83673044628598,2.8466674712305475,4.468989447865024,1.329401918574176,Iris-versicolor
+19,6.48990419947456,3.2105777940598883,5.204186628550564,2.063276760500774,Iris-virginica
+20,6.805356406540445,3.2116405970832513,5.848991385378693,2.2899083886111025,Iris-virginica
+21,6.198089289437537,3.3185152820695016,5.895269470072443,2.5,Iris-virginica
+22,7.899998970655312,3.7736245434129754,6.330997791410595,2.156767504737387,Iris-virginica
+23,7.747130679026736,2.532327952189235,6.9,2.289437927748346,Iris-virginica
+24,6.525311742883502,3.0,5.8075340902924415,2.202362062897527,Iris-virginica
+25,4.607759185671657,3.1282671727971416,1.5024958249304698,0.20022101371552273,Iris-setosa
+26,5.088687787155208,3.5239932311362514,1.396468576961614,0.20455114459136287,Iris-setosa
+27,6.233404684175645,3.3316712084344933,5.992154464094562,2.5,Iris-virginica
+28,7.899998128010719,3.8212120923555197,6.423909092623459,2.0823350722536484,Iris-virginica
+29,5.844573141766069,3.21818709403292,4.805794374128304,1.8493977255057228,Iris-versicolor
+30,6.084843897760757,2.7940982183389296,4.671589162273997,1.1768025864040885,Iris-versicolor
+31,5.803109172571806,2.683432308065566,4.115007893426315,1.008155624445454,Iris-versicolor
+32,6.4107677591333525,2.5192080202403564,4.981021658318217,1.8680035698121897,Iris-virginica
+33,7.219666681540024,3.2056008258157576,6.033143365633853,1.7942846006389082,Iris-virginica
+34,6.236013541133437,3.3983673156316723,5.507478833118084,2.3300498556558784,Iris-virginica
+35,5.470574997742281,3.916520325894038,1.2974729427821412,0.41097512203790176,Iris-setosa
+36,6.192708820289373,2.523864575960506,4.911714548707893,1.8654348668708285,Iris-virginica
+37,6.6857208064610205,3.0,4.835440449634581,1.61455097628275,Iris-versicolor
+38,5.9650503782897095,3.4001145838032225,4.495179978573777,1.6044622834776012,Iris-versicolor
+39,4.565773396381114,3.698810826935295,1.0,0.1895705818628803,Iris-setosa
+40,5.181443126469862,3.4084366148599767,1.3751433715076573,0.19434632560505066,Iris-setosa
+41,4.77490259733571,3.0,1.4045402238245475,0.10000012655930215,Iris-setosa
+42,6.0055049722234815,2.884725827965018,4.582559190879564,1.4178134033868555,Iris-versicolor
+43,6.112216608803284,2.806844473289791,4.687008448967025,1.3197997385126097,Iris-versicolor
+44,5.617262649529338,2.4731547614726517,3.8624167851129463,1.0085738656970267,Iris-versicolor
+45,5.497998262001318,4.2,1.3860672488187564,0.2080256015023587,Iris-setosa
+46,6.3010567627220215,3.3947328752974255,5.546170605709973,2.375899902729073,Iris-virginica
+47,6.222075447408044,2.1776130370437214,4.465542403254066,1.4843086687103366,Iris-versicolor
+48,5.960627692400005,3.4066641857961706,4.488385669790757,1.6019994115023872,Iris-versicolor
+49,4.795607405773958,3.3982349304584845,1.5996066583863435,0.19841732014824265,Iris-setosa
+50,5.854305535004799,3.2222612935493427,4.804641501023949,1.8232433819565121,Iris-versicolor
+51,5.003148118691442,3.0,1.6105307673144027,0.20067553960919568,Iris-setosa
+52,5.740041577621803,2.841384321625676,4.321573737250257,1.3203001257354414,Iris-versicolor
+53,6.1103515326627145,2.5890896860329726,5.551793306168646,1.4376826244909453,Iris-virginica
+54,7.899998076593514,3.66682907752299,6.407702395035303,2.1711751172147493,Iris-virginica
+55,4.857181654846779,3.055685375991339,1.4509964764838312,0.10000009044066607,Iris-setosa
+56,6.752123406378429,3.206306076590061,5.757486837105385,2.304111691733268,Iris-virginica
+57,5.68077452469694,3.0,4.244296856725572,1.2169490776874443,Iris-versicolor
+58,7.719830209211181,2.581500506232479,6.9,2.303985371242689,Iris-virginica
+59,5.074411186398952,3.2085728142339893,1.6432033701703441,0.26059973083174887,Iris-setosa
+60,5.9442387432828925,2.906364826516482,4.474462221204199,1.4488157285976662,Iris-versicolor
+61,6.312109038149812,2.6827883986554215,4.858241993677095,1.8018117955672295,Iris-virginica
+62,4.894154545191953,3.1107125725192764,1.4966072318884236,0.1,Iris-setosa
+63,4.5918156210965035,3.091838044520173,1.5252683659176247,0.20377568621174563,Iris-setosa
+64,4.3,3.1528286389915463,1.0945809450589752,0.1,Iris-setosa
+65,5.510180883560906,3.0,4.528626658628153,1.5008210220011546,Iris-versicolor
+66,5.47953725474766,2.415348192577557,3.7796116933330994,1.0404208008745723,Iris-versicolor
+67,5.090894058276524,2.459086391501301,3.088047793414435,1.0815684530014251,Iris-versicolor
+68,5.50248908123888,2.445080890706322,3.724639661403578,1.0109981056653843,Iris-versicolor
+69,4.594038261038375,3.1530296586985327,1.438461135938614,0.2014158816095331,Iris-setosa
+70,4.850871494747929,3.0,1.4648206012815281,0.1,Iris-setosa
+71,5.604262158543729,2.48971977094901,3.9678647542167376,1.1078764901683735,Iris-versicolor
+72,4.815160697217266,3.0,1.4013019837647251,0.3328194305122031,Iris-setosa
+73,5.5985164465932975,3.0,4.5545145594151695,1.5393749475933889,Iris-versicolor
+74,5.541016192714398,2.408712227749128,3.7536763502896395,0.9590450175341967,Iris-versicolor
+75,5.63670725434135,2.9082357635947984,3.9601058148923194,1.3012634941443386,Iris-versicolor
+76,5.2320227150904595,2.715534025650049,3.9585913698682704,1.4120469770451267,Iris-versicolor
+77,4.775479868893448,3.4005334888534504,1.924910081506199,0.20064849700861873,Iris-setosa
+78,5.185138006290224,2.458529698713191,3.2633586984151366,1.0453411649196465,Iris-versicolor
+79,7.705117640717581,2.5284629343069227,6.899998652922431,2.290795051994266,Iris-virginica
+80,5.201887102033268,3.6494577433775284,1.4110125495449963,0.2345105276961187,Iris-setosa
+81,5.48476053391175,4.1999991908817105,1.33377838808729,0.21318277922411127,Iris-setosa
+82,6.108338897453448,3.3358215013645776,5.921140112133007,2.5,Iris-virginica
+83,5.968713659850149,3.402534343057085,4.475962325652374,1.578907741620516,Iris-versicolor
+84,6.284306708311667,2.750392988483378,4.844999625432481,1.8302432792245333,Iris-virginica
+85,7.899998073057414,3.8172857226126524,6.292846295322858,2.0416092209992955,Iris-virginica
+86,6.081027059241495,3.3570461513602674,5.800339751185704,2.5,Iris-virginica
+87,7.899998726311261,3.787245812303291,6.452199511299009,2.048966232048581,Iris-virginica
+88,7.89999893028492,3.842215205458009,6.402107150038721,2.0301820704350817,Iris-virginica
+89,4.58948986662338,3.728591624088521,1.0,0.18921955016304637,Iris-setosa
+90,6.152759922343499,3.300593344983126,5.954680230305263,2.5,Iris-virginica
+91,4.988537802997238,2.0000010916503137,3.4145898321112207,1.0547699403955926,Iris-versicolor
+92,6.448994903750674,2.784124907026789,4.609300735473383,1.4737526039878794,Iris-versicolor
+93,5.840442941582816,2.7006761730676647,4.128635590454221,1.0278075535712694,Iris-versicolor
+94,7.71273817962941,2.5366556057009473,6.8999989369919215,2.2878952090338154,Iris-virginica
+95,5.878377098755585,3.248879067692716,4.755925002677095,1.7701342066630728,Iris-versicolor
+96,5.1813228050521785,3.4076238769210354,1.3799617350232647,0.19715015434642846,Iris-setosa
+97,7.713120241828963,2.568320126895764,6.899998822155725,2.3099969873772035,Iris-virginica
+98,6.269942775523805,2.7145499355917755,4.883373421687958,1.7961537585115994,Iris-virginica
+99,6.665768749573955,2.4507054400721824,5.720634932600603,1.777904134548253,Iris-virginica
+100,7.754610836834154,2.560929355676759,6.9,2.2758586661867715,Iris-virginica
+101,4.964885769600553,2.0000007503184594,3.5960484542802837,0.9660756475807774,Iris-versicolor
+102,5.573611227102875,3.0,4.48721838650017,1.4752714490296213,Iris-versicolor
+103,6.184815531865609,2.796919655627094,4.76746684461334,1.7897300325368366,Iris-virginica
+104,6.484815430714522,2.510578732019987,5.09465100257046,1.880524404254251,Iris-virginica
+105,5.999976937360525,3.4005119590443953,4.484521868318667,1.593737462280576,Iris-versicolor
+106,5.676811182667817,2.812058536455642,4.45342869661599,1.299116716997856,Iris-versicolor
+107,5.701429881813846,2.8686699820335977,4.158580841169724,1.2535330602151262,Iris-versicolor
+108,7.733587755378198,2.548635019444658,6.89999858506431,2.300062180572706,Iris-virginica
+109,5.7899086452081,2.7171861426892474,4.221387403513151,1.0242170044493863,Iris-versicolor
+110,6.110851046557369,3.3206057487230374,5.970861598792915,2.4999998164317696,Iris-virginica
+111,6.34461655505048,3.3877926157455516,5.593524905476441,2.3899431990994855,Iris-virginica
+112,7.683444338371903,3.0,6.143687810419551,2.2418578681907713,Iris-virginica
+113,4.3,3.1611676071209125,1.0657552222402984,0.1,Iris-setosa
+114,4.402943746011983,3.125037866821707,1.2931893663815421,0.2009566891174631,Iris-setosa
+115,4.871576250372972,3.123867082463754,1.4948198427341874,0.1,Iris-setosa
+116,6.162203265137583,3.318556561493382,5.988844594941655,2.5,Iris-virginica
+117,6.64280966883369,2.7848580602325237,4.633122034176765,1.4086190812734667,Iris-versicolor
+118,5.548880293114652,4.2,1.3221504362339747,0.21621196727030023,Iris-setosa
+119,4.992076805772406,2.000000853771575,3.305619477478597,0.8741524421415935,Iris-versicolor

iris/tab_ddpm/0/1/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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/0/1/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
+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/0/1/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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/0/10/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.515876004282192,2.4959315460615317,3.988669265705524,1.3015669671628138,Iris-versicolor
+1,5.789832342912761,2.8130768352924136,4.579571050497596,1.301352030162785,Iris-versicolor
+2,6.265688579360841,2.626149966241011,4.8957166348642,1.8418214576930096,Iris-virginica
+3,5.98343116102448,3.4037635097620518,4.467202531157673,1.6008873920408824,Iris-versicolor
+4,6.154200341365406,3.3302597780899363,6.044158186399258,2.5,Iris-virginica
+5,5.672770000370528,2.9721710368573544,4.4272886824632325,1.413534715515099,Iris-versicolor
+6,5.461052358717371,2.4340327548060476,3.6612179036422234,0.9038654696672676,Iris-versicolor
+7,5.009005012897099,2.0000012705296712,3.441129121193113,1.0048216251561644,Iris-versicolor
+8,6.573909455070661,2.8134569281113992,4.584683113876812,1.4844437657568654,Iris-versicolor
+9,6.790840379212748,3.1323413279535695,5.4582776117964436,2.2298428082984336,Iris-virginica
+10,5.007485125822244,2.0,3.592784590924892,0.8730696070109767,Iris-versicolor
+11,5.906959520364039,3.2190909577056925,4.7859124661851205,1.8413929279324146,Iris-versicolor
+12,4.623135117856492,3.1643323085017885,1.4573872871681992,0.20297970158293938,Iris-setosa
+13,6.730483923577695,2.5069626052163105,5.887837541929511,1.79792787746668,Iris-virginica
+14,5.402438701224063,3.945460269855708,1.2100654526575405,0.4465456943595788,Iris-setosa
+15,5.520717899212201,2.44546027730467,3.955529777526276,1.1997895087397081,Iris-versicolor
+16,4.80322735976531,3.3978300948957076,1.8700889375745082,0.20175554440535967,Iris-setosa
+17,7.696423854028648,3.0,6.163063992828343,2.279755140703232,Iris-virginica
+18,5.9023836777987055,3.2773551540052,4.632748209029197,1.6406681161314909,Iris-versicolor
+19,5.954483018919876,3.4094422868535417,4.475699364482017,1.5987539617022155,Iris-versicolor
+20,4.8238069184449035,3.3930676306306284,1.598801436131353,0.20345983738326767,Iris-setosa
+21,4.615134718607481,3.65079337248848,1.0000007162847504,0.18997467649709715,Iris-setosa
+22,5.701863587495844,2.93515474691982,4.472274364293292,1.4286497449619382,Iris-versicolor
+23,5.86583224437733,3.217717972430848,4.824701256096093,1.8076892972924166,Iris-versicolor
+24,5.853539924551133,2.729985758207308,5.064723336388013,1.894732112641719,Iris-virginica
+25,7.8999980603466735,3.7550999065788884,6.341629601510408,2.1317265868434894,Iris-virginica
+26,4.810021047683109,3.0,1.4019754348841071,0.10000013225736083,Iris-setosa
+27,7.768749378925545,2.821247542627975,6.650401030769985,1.9104366586565833,Iris-virginica
+28,5.390435551227421,3.4088067316423003,1.4887305960094699,0.48998710924491395,Iris-setosa
+29,6.0554669721389525,2.2774759415503705,4.996120837905257,1.5209338380445498,Iris-virginica
+30,4.5532409938297755,3.1747083778843743,1.4012326230457022,0.20074504962036774,Iris-setosa
+31,6.701550352948771,3.133526432796577,4.7072688808122285,1.5056681252067732,Iris-versicolor
+32,6.3034657835036585,2.5054355561818227,4.96683579600849,1.8585156755586931,Iris-virginica
+33,7.9,3.7606621827357305,6.363670680498152,2.1150310114866846,Iris-virginica
+34,5.0468492902273026,3.5994698157645213,1.4011767675609597,0.2021718580968021,Iris-setosa
+35,6.2832725205556885,3.403472427761991,5.6173048472440765,2.404018045033922,Iris-virginica
+36,5.961841314301016,3.4072541100406095,4.522140797980094,1.628054904880468,Iris-versicolor
+37,5.38482807397545,3.393913531538049,1.5129700939034576,0.4074616243800633,Iris-setosa
+38,5.212787693092779,3.3942327071545013,1.4015042399561832,0.20203676252839733,Iris-setosa
+39,5.5289557132907,2.500641122923245,3.940449503112687,1.1934394480790371,Iris-versicolor
+40,5.641935638014459,3.0,4.47640448505096,1.453916569332876,Iris-versicolor
+41,6.113425531766226,3.3418776678156927,5.983527155323957,2.5,Iris-virginica
+42,6.7187565695615525,3.0,4.9964144347762725,1.7130970706259252,Iris-versicolor
+43,5.748182190975308,2.788204252904544,5.087491667011836,2.409734543247199,Iris-virginica
+44,5.20101001069499,3.9842599216078254,1.01249831975458,0.2538203383034227,Iris-setosa
+45,4.963845539487834,2.000000818767562,3.0762770822884713,0.9916259905698267,Iris-versicolor
+46,5.521563613016168,4.2,1.3548598064298178,0.2171506254061843,Iris-setosa
+47,4.623395252174138,3.784886532347847,1.000000643427073,0.19535997329231264,Iris-setosa
+48,5.586777793498042,2.4524581888207013,3.8746143330401317,1.0159592896807503,Iris-versicolor
+49,6.232578856997496,2.8322024701000617,4.763738952699493,1.812561245236388,Iris-virginica
+50,6.004469210257759,2.1859729341475633,5.016185982632912,1.4791256385715346,Iris-virginica
+51,6.2523798478641295,2.1682649326904553,4.425261474157716,1.498073404102588,Iris-versicolor
+52,5.537782415945806,3.0,4.442647714790115,1.4532021340646668,Iris-versicolor
+53,6.2236188000396435,2.194606441748054,4.449691317834271,1.46484745791486,Iris-versicolor
+54,5.772977370946405,2.8095862683701536,4.543631934218897,1.29825691165623,Iris-versicolor
+55,6.039092385214164,2.23766062803002,4.982626412050311,1.5394468400237666,Iris-virginica
+56,5.896277472542247,3.234009540750891,4.767866338630901,1.7556063821440988,Iris-versicolor
+57,5.870597601457081,3.2308119026478757,4.785550078368865,1.7889652251179875,Iris-versicolor
+58,5.779397896131342,2.692654669545439,5.155116694536384,1.9164945585199247,Iris-virginica
+59,6.237138306741706,2.7851409359140695,4.8058117283928565,1.8030562249595568,Iris-virginica
+60,6.1797354078694715,2.2020989253079475,4.461207374112903,1.489516584154918,Iris-versicolor
+61,6.315233866749242,2.451245492900187,5.011466863954385,1.8816841237291622,Iris-virginica
+62,7.671026876882687,2.5512163372846017,6.899998895949855,2.281919809030764,Iris-virginica
+63,6.134454251827138,3.3377559498609144,5.735678061982966,2.5,Iris-virginica
+64,5.8790510117310095,3.2378918456752,4.78433988136555,1.7849681409399225,Iris-versicolor
+65,5.254035332698112,2.547212706614016,3.773654784243346,1.3165323719369602,Iris-versicolor
+66,4.920675266354336,3.187182185337888,1.4996294857160248,0.1,Iris-setosa
+67,6.1972846485764315,2.204721603597876,4.510068189095001,1.48283620479994,Iris-versicolor
+68,5.701641543128304,2.8094272823790503,4.502062707954156,1.3142324655154949,Iris-versicolor
+69,6.196138346595937,3.3240664704097975,5.989745726680528,2.5,Iris-virginica
+70,6.1467986997379835,3.315335605040522,5.914645364118967,2.5,Iris-virginica
+71,5.72354589882289,3.0,4.24695283087844,1.2358103055224714,Iris-versicolor
+72,6.1368586897201745,3.3021262982835125,6.107826845894213,2.5,Iris-virginica
+73,5.666752757382888,2.9074569619998556,4.1585262689512135,1.2812493840772845,Iris-versicolor
+74,5.564365204086872,2.5232305004774207,3.9607836988233314,1.1402621949244325,Iris-versicolor
+75,4.584021581930377,3.115011117056939,1.5074445489750632,0.2014967981968118,Iris-setosa
+76,5.162056944002336,3.4606094491985497,1.3949202202809192,0.20094699571234295,Iris-setosa
+77,4.3,3.1566837900175178,1.1140784565545516,0.10000009158104685,Iris-setosa
+78,6.498067103599797,2.8048932082881466,4.608493569334403,1.495541933475828,Iris-versicolor
+79,5.520256498881416,4.1999988836985525,1.2892547920662922,0.20768429674329805,Iris-setosa
+80,5.431068113534959,4.2,1.349614059878204,0.21529685737347345,Iris-setosa
+81,5.640467387491202,2.92586256702245,3.7953556170507303,1.240826469141827,Iris-versicolor
+82,6.111163363177206,2.9005106815088983,4.681190815237835,1.3834843720343761,Iris-versicolor
+83,5.501449806601871,4.2,1.3554142747500053,0.2179449126425352,Iris-setosa
+84,4.809378951857523,3.0,1.4008937906504364,0.27299000193403905,Iris-setosa
+85,5.023449848000808,3.636317299817071,1.3711580755933235,0.1998736244524091,Iris-setosa
+86,6.368904414872613,2.5141144260520467,4.933893751690425,1.921558708748046,Iris-virginica
+87,6.073470035142498,3.0,5.275029698215409,2.3881542934172795,Iris-virginica
+88,6.2170364366938005,2.7383315390741365,4.805600968966155,1.7739584818294647,Iris-virginica
+89,4.384316998176571,3.0,1.3205470619555042,0.1982790558379428,Iris-setosa
+90,4.593271034104073,3.7392193134785447,1.0000005979430093,0.20448974076513762,Iris-setosa
+91,4.927882565735409,2.0,3.3705372459328986,0.8717219685563651,Iris-versicolor
+92,5.97175454495829,2.8893517294748863,4.474831381718669,1.5020135701595556,Iris-versicolor
+93,5.232742029779473,2.7581224175368937,4.022618734465736,1.429965314243111,Iris-versicolor
+94,5.773759451764136,2.6903572385903285,5.138818809216406,1.9011107741275384,Iris-virginica
+95,7.635510100229322,3.0,6.54544849120192,2.1507014731450096,Iris-virginica
+96,5.532906795845605,4.199999117001112,1.3808975133639314,0.202077148596025,Iris-setosa
+97,6.083426451594405,3.3630339867294414,5.974127126953328,2.5,Iris-virginica
+98,6.827492191325061,3.1959749728760842,5.724505141233863,2.2933621450099877,Iris-virginica
+99,5.570526552124626,2.478244862478934,3.8326466199306832,1.0748956634721758,Iris-versicolor
+100,5.531654307262283,4.1999991867961946,1.3246792124336142,0.20559889981970722,Iris-setosa
+101,7.723446426698157,2.5512763162558576,6.899998818536398,2.2755032679190506,Iris-virginica
+102,5.9694540689206725,3.410201629211783,4.439998500456804,1.5983564838614466,Iris-versicolor
+103,6.692918885757889,3.0,4.953564999513948,1.6862358904459631,Iris-versicolor
+104,5.454023234814173,2.424222883022449,3.793237037112352,1.0533915805671332,Iris-versicolor
+105,5.79033069019114,2.7148226544633336,5.14294653795223,2.1865203043027215,Iris-virginica
+106,4.646791072774882,3.0952431417682296,1.5087881624549182,0.20228226000501173,Iris-setosa
+107,7.9,3.8421439117037735,6.393904866887421,2.088701639844338,Iris-virginica
+108,5.464148018770788,4.2,1.348144131903278,0.20897675388286371,Iris-setosa
+109,5.821659244891624,2.685099236096621,4.18113283676955,1.013549574632208,Iris-versicolor
+110,7.626908494669836,3.0,6.6071536944894325,2.0754844795476424,Iris-virginica
+111,4.9514896451774275,3.5768706309569853,1.41332624277776,0.20006848236264418,Iris-setosa
+112,4.808741970262104,3.4025263358170004,1.7667758865240277,0.20099620590246775,Iris-setosa
+113,4.79751600765917,3.0,1.4233455682109517,0.28547124177772715,Iris-setosa
+114,6.697269085983893,3.062240134606887,4.775264609025109,1.5371118574174518,Iris-versicolor
+115,6.060962654085461,3.3439421319380864,5.894320700041501,2.5,Iris-virginica
+116,6.103480405780963,2.7630475917916155,4.692395249351086,1.1650866355776615,Iris-versicolor
+117,6.709630877230781,3.121815881341194,4.713481819184881,1.5151973983681346,Iris-versicolor
+118,4.599451961892849,3.2083130095205163,1.4181574415583877,0.1988533976315648,Iris-setosa
+119,4.631741751349294,3.1111759894640465,1.4854630080440983,0.20305120877008934,Iris-setosa

iris/tab_ddpm/0/10/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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/0/10/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
+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/0/10/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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/0/11/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.337900179800948,3.3786041849825166,1.5207027736159917,0.45441030408276606,Iris-setosa
+1,6.129678999307642,3.332586818995943,5.912848214559453,2.5,Iris-virginica
+2,6.147653780909018,3.3168524085364415,6.049320483975931,2.5,Iris-virginica
+3,5.689205287641232,2.866932355005072,4.320354750094659,1.3401266084067127,Iris-versicolor
+4,5.158376652530121,2.461006840964501,3.173221010821576,1.1284219309651229,Iris-versicolor
+5,4.848766352703574,3.131065558924133,1.4751509595065986,0.10000011929983907,Iris-setosa
+6,4.763737165926893,3.0,1.4180934222358772,0.10000010631866825,Iris-setosa
+7,4.773270723143797,3.0,1.378233790891895,0.1,Iris-setosa
+8,5.770203731042132,2.696752569247848,5.092013633642455,1.8898484820684662,Iris-virginica
+9,5.506042395044081,3.0,4.520111056283055,1.4960040319316488,Iris-versicolor
+10,7.01894446727464,3.1404651435997684,5.533046170888756,2.2937172010114475,Iris-virginica
+11,6.036896459292864,2.226226485557155,5.000547005880795,1.5055284050529179,Iris-virginica
+12,6.642943660819893,2.497410623416438,5.68281666098738,1.7891440230810733,Iris-virginica
+13,5.68859138920072,2.7649129321009793,4.444662673577238,1.2815935669066696,Iris-versicolor
+14,4.637023619061605,3.7081100561364853,1.000000525498678,0.20457702785636314,Iris-setosa
+15,5.118783311259901,3.8591232051357163,1.690438505769881,0.2007726857957528,Iris-setosa
+16,7.670310043675519,3.0,6.066058983571309,2.3012977714923917,Iris-virginica
+17,4.822292201097443,3.0158532517699306,1.4319397798968114,0.10000010151255377,Iris-setosa
+18,5.7790276528154045,2.6835261674772113,5.101491759027933,1.9048144648930876,Iris-virginica
+19,6.009282113145597,3.3805437068504505,4.518962678303773,1.6078270020234462,Iris-versicolor
+20,5.767881706351351,2.914085575786174,4.276868523877424,1.345728807503479,Iris-versicolor
+21,7.713640783333698,2.579925977699252,6.899998507309571,2.3047846688259237,Iris-virginica
+22,6.17867464875513,3.3274912871042193,5.914856906107378,2.499999778800351,Iris-virginica
+23,6.486487195168872,3.215876696521945,5.203175001391194,2.055886253240474,Iris-virginica
+24,5.776208817470782,2.799157497863966,5.12987151940866,2.4022302985629023,Iris-virginica
+25,6.148895909493398,3.3339868878573764,6.086308058824126,2.5,Iris-virginica
+26,6.00101307183642,2.2286195313870367,4.07856783524387,1.0445050778384324,Iris-versicolor
+27,7.899998998376643,3.8340201394637674,6.362864357084297,2.072428394801965,Iris-virginica
+28,4.804832050488509,3.0,1.4039903823885977,0.10000009964157112,Iris-setosa
+29,5.01906164428764,2.0000005617572456,3.6649796578416978,0.8837403536396552,Iris-versicolor
+30,4.960158772646434,2.0000007770032346,3.496769518869776,0.8752510520229727,Iris-versicolor
+31,6.698152102108542,3.0,5.016025870644453,1.7084730624975308,Iris-versicolor
+32,4.59886455313158,3.743012993223414,1.0,0.1969710085996522,Iris-setosa
+33,5.1651670226626525,3.4142203825352415,1.3854266015467838,0.20045633686083209,Iris-setosa
+34,5.053824216533134,3.312495199312174,1.6155483668991355,0.514370926935772,Iris-setosa
+35,5.839715025274261,2.6839499160815565,5.000992759591891,1.9054545268301624,Iris-virginica
+36,6.112789018021693,3.3375130941781204,5.9621018719586125,2.5,Iris-virginica
+37,5.0201852256290795,2.0000013216141155,3.524779912627058,1.0604201978861911,Iris-versicolor
+38,5.076706169216462,3.712339748806377,1.389415277221794,0.21628528611344736,Iris-setosa
+39,5.491971301007024,4.199998897908306,1.352186442177495,0.20531117269168775,Iris-setosa
+40,5.171066704849622,2.7201012306620638,4.034110324318391,1.4236221955085655,Iris-versicolor
+41,6.122115930492203,3.3283703071122384,5.885408786271369,2.5,Iris-virginica
+42,5.607684813428924,2.5055103327418693,3.9641810860159827,1.1367900498572432,Iris-versicolor
+43,5.023167400319362,3.600270538508482,1.398457844103917,0.19738432885928286,Iris-setosa
+44,4.878903808078766,3.098943726066291,1.4803582652513863,0.1,Iris-setosa
+45,4.95814233366865,2.0,3.3330270251178655,0.5793661825579105,Iris-versicolor
+46,5.655749363075416,3.8344811075022904,1.572046020483422,0.3932025814616666,Iris-setosa
+47,4.86863376257579,3.1301088407513733,1.494632962224082,0.1,Iris-setosa
+48,5.032368462265223,3.7808957412875492,1.5948632423181759,0.20027556620427672,Iris-setosa
+49,4.956278983006523,2.0,3.1498216619138066,0.9042551564568079,Iris-versicolor
+50,6.000852568033637,3.403642184983377,4.5148649706189055,1.6105547423798219,Iris-versicolor
+51,5.724292139894427,2.890454056664171,4.300997394136467,1.3482056419164532,Iris-versicolor
+52,6.877989774279239,3.1001353666043494,5.086994471012671,2.2905787276266176,Iris-virginica
+53,5.86137520675147,2.7528664446354454,4.542975936031361,1.2090374545350078,Iris-versicolor
+54,7.706699355810661,2.5403629836952106,6.9,2.302788721168857,Iris-virginica
+55,6.704449356634665,2.4751881529682462,5.813712441873492,1.8158490966855163,Iris-virginica
+56,6.005297696997782,3.405253618876327,4.50246770924323,1.6082510460570036,Iris-versicolor
+57,4.3,3.0722489248737896,1.0820235096975803,0.1,Iris-setosa
+58,4.803888734965322,3.4110685300881585,2.0521324942746344,0.1973288375499473,Iris-setosa
+59,6.325638233314828,2.5823081974398905,4.930219998949559,1.8239845651723237,Iris-virginica
+60,6.071163343039047,3.3770638753843203,4.536446804188327,1.6091041211105472,Iris-versicolor
+61,6.196510926920309,2.2141213713337127,4.482260993423139,1.4733122443027837,Iris-versicolor
+62,7.752583582385218,2.497223385040218,6.899998043419272,2.2886478412992126,Iris-virginica
+63,4.796533463703636,3.3973155429338986,1.7775183753053747,0.19568451751926336,Iris-setosa
+64,6.182373192406223,3.3288874835272027,5.934521977629379,2.5,Iris-virginica
+65,6.656618513233465,2.5038346226244412,5.692768028065768,1.7687007067876295,Iris-virginica
+66,6.713318449204038,3.0,5.0074668843371235,1.7112066332976579,Iris-versicolor
+67,6.1655820065919,3.3318923364286346,5.8833000955338735,2.4999997559009075,Iris-virginica
+68,4.999655190638998,3.4045706780989793,1.6769115083315749,0.41416425935486767,Iris-setosa
+69,6.06619973137191,2.576173699680298,5.583597021336942,1.373486262057707,Iris-virginica
+70,6.281629893932813,2.4425997472696035,4.956548826754512,1.8963079515459251,Iris-virginica
+71,6.282788399722447,2.4602546956526643,4.9266633265596464,1.839448081715013,Iris-virginica
+72,4.5865679180322525,3.648428580845982,1.0,0.2018229756773151,Iris-setosa
+73,7.899998257833818,3.817191384428176,6.371467075877609,2.082810455675341,Iris-virginica
+74,5.733756938550781,2.7950392167204265,4.5170129400843475,1.2613188198257084,Iris-versicolor
+75,5.779553569831309,2.7640846670697394,5.081927024369844,2.4044436345291307,Iris-virginica
+76,5.526590930427153,4.2,1.3066127386033433,0.2191487578225209,Iris-setosa
+77,6.502228054598287,3.0,4.3659000115123945,1.3673200861546988,Iris-versicolor
+78,5.870865659056998,3.2042972745913376,4.799359591300086,1.8165683206206018,Iris-versicolor
+79,5.7486346410362525,2.691904873274119,5.088502152384773,1.902273579458369,Iris-virginica
+80,5.1250088765605195,3.2908847342453567,1.735338384723584,0.4863286532313633,Iris-setosa
+81,6.319448244502378,3.28896545460081,4.726210079636622,1.602855771145871,Iris-versicolor
+82,5.683600336060509,2.7942094089107803,4.458877131079729,1.331166464433313,Iris-versicolor
+83,5.529107344929302,2.501865710310313,4.00788893001316,1.2346913668996735,Iris-versicolor
+84,6.436993380336664,3.211230343218707,5.231815428395165,2.1969796933804178,Iris-virginica
+85,4.5632652012557635,3.2051926124015724,1.3749327072814002,0.19555009689321873,Iris-setosa
+86,6.023653813159949,2.2514752835565677,4.983077709855053,1.517858736823583,Iris-virginica
+87,4.805163608970833,3.4004981908413954,1.7907765395414696,0.20103641357671112,Iris-setosa
+88,6.162388725536798,2.3633181903694584,4.9358576737977415,1.7178589078273618,Iris-virginica
+89,5.8890788711463244,3.229594405461042,4.808821078225502,1.7898617318696284,Iris-versicolor
+90,5.513390330343399,4.2,1.3447310789814741,0.21725709690736195,Iris-setosa
+91,5.67569934053872,2.9469156984335942,4.371776845370162,1.3059694888639828,Iris-versicolor
+92,5.047423831690141,3.795730397831021,1.6296422840063174,0.20175398299024686,Iris-setosa
+93,4.609737309623428,3.673404735313978,1.0000004826127509,0.19444269922272428,Iris-setosa
+94,4.60096060531213,3.6958457144433563,1.0,0.19172663082259503,Iris-setosa
+95,6.182454501546618,3.3259243286232305,6.007791063151175,2.4999996996821334,Iris-virginica
+96,5.0095985563567895,3.399550051507377,1.6123016421755056,0.4376871615781571,Iris-setosa
+97,6.288310623289172,2.4584768385586226,4.9571984742597985,1.8820824954951199,Iris-virginica
+98,5.110452441254474,3.2803894335273696,1.6124654819072506,0.40428750070166075,Iris-setosa
+99,6.080486955126646,3.341074654852525,6.174178918223296,2.5,Iris-virginica
+100,6.681905257243596,3.0,4.986739017562678,1.6658312009188585,Iris-versicolor
+101,5.615508069764419,2.88508489831665,3.8046430504436466,1.2625255521316006,Iris-versicolor
+102,4.887502666421312,2.0,3.3127223225899165,0.9983493003380466,Iris-versicolor
+103,7.9,3.824723137842463,6.41349820951332,2.04575789432039,Iris-virginica
+104,5.551776595538931,2.5285769922584675,3.955809913813152,1.2074675289721248,Iris-versicolor
+105,4.771896126206457,3.0,1.4058367768090305,0.2765257520096562,Iris-setosa
+106,5.020006682068905,2.000001206013223,3.6002054069040246,0.9915878428419364,Iris-versicolor
+107,5.501036750998799,3.0,4.460979962020296,1.4871068879811298,Iris-versicolor
+108,6.347305938212544,2.4983497737652023,5.051729087400639,1.9119494158802282,Iris-virginica
+109,6.6744948053342625,2.895476577509662,4.543693708087783,1.4236638625832123,Iris-versicolor
+110,7.8999982753844975,3.7597977946948653,6.423292197549957,2.0209905012190004,Iris-virginica
+111,6.634168064707125,3.0,4.467066564114973,1.4099437995686017,Iris-versicolor
+112,5.812170362676357,2.900451475899329,4.34379957554408,1.368802364670769,Iris-versicolor
+113,7.899998736110169,3.745986952876688,6.3835188704038375,2.0955819623219423,Iris-virginica
+114,4.580409444308082,3.7249279532105204,1.0,0.19622231784072847,Iris-setosa
+115,7.628282548790049,3.0,6.451045566896882,2.1995841296069396,Iris-virginica
+116,4.3,3.0798567770167535,1.08599138592705,0.1000001830948202,Iris-setosa
+117,6.004358220722075,2.2110997396383123,5.005283622684527,1.501940296225698,Iris-virginica
+118,7.697081796162758,2.532858276061441,6.8999988937307535,2.295912113511732,Iris-virginica
+119,6.176877942513041,3.3412745318692383,5.866332684773125,2.5,Iris-virginica

iris/tab_ddpm/0/11/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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/0/11/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
+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/0/11/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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/0/12/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.29268937093351,2.716167273569596,4.815941051913957,1.80413672712569,Iris-virginica
+1,6.051822036857327,2.889344790078603,4.5319273094001415,1.4811309494110718,Iris-versicolor
+2,5.474483632965089,4.2,1.327136830670097,0.20747777907885467,Iris-setosa
+3,4.9992544098239575,3.0,1.694395276525177,0.20411651945869455,Iris-setosa
+4,7.713772145836607,2.5879555263619642,6.899998539179981,2.287231241682362,Iris-virginica
+5,5.704875735952568,2.8077506038491036,4.488478836264849,1.2852091964455015,Iris-versicolor
+6,5.8652001458179175,3.2361348471113183,4.813675157429577,1.8296620990585342,Iris-versicolor
+7,5.614667767142854,2.5151511649702467,3.9474364096362606,1.0144855374625659,Iris-versicolor
+8,6.39649495699489,3.158032569709007,5.205037974110928,2.1355615916226434,Iris-virginica
+9,5.5188789466538,4.2,1.3270251212060367,0.20796940846278328,Iris-setosa
+10,4.800334423876731,3.3949076993920495,1.7943255076439522,0.2012827803843761,Iris-setosa
+11,5.503095194570377,4.2,1.3215941554360446,0.21332365202534734,Iris-setosa
+12,6.176827440747346,3.3458023274881614,6.054349852331695,2.5,Iris-virginica
+13,5.571284915578243,2.505129661609577,3.988762720287607,1.2329715925472207,Iris-versicolor
+14,5.449644682441192,3.0,4.495590456588599,1.4933843980431438,Iris-versicolor
+15,5.8088000179980295,2.664599860827285,4.101949533095418,0.9403756434050939,Iris-versicolor
+16,5.882077352727979,3.2263316630070515,4.811733840552826,1.7971952512953122,Iris-versicolor
+17,4.80796735538702,3.0,1.4035837083608957,0.3029847660515254,Iris-setosa
+18,5.529855784129052,4.2,1.3491819445626665,0.19832838405794256,Iris-setosa
+19,5.4158411855187,3.9169625733284534,1.321968004040206,0.28287990816505704,Iris-setosa
+20,6.787821070762416,3.2011220914587812,5.870157134771263,2.289358293503455,Iris-virginica
+21,6.076341252188269,2.9049390146165526,4.633832414025893,1.438530998479817,Iris-versicolor
+22,7.747764889990185,2.5002860938030116,6.9,2.2927855911786286,Iris-virginica
+23,4.815705727392496,3.0,1.408558731455132,0.1,Iris-setosa
+24,6.067354115983529,3.3310458841258157,5.918549187776881,2.5,Iris-virginica
+25,4.824223005115864,3.0102751449195058,1.4098836821463423,0.10000012993351355,Iris-setosa
+26,4.388082891047544,3.211503017571629,1.2875565716930497,0.19780486158098698,Iris-setosa
+27,6.025079362612612,2.7917713756920057,4.635543891570557,1.2005083168360264,Iris-versicolor
+28,5.488919321660364,3.9463071571737958,1.288088841906117,0.42208322501814394,Iris-setosa
+29,5.599069638286169,2.5090554372052876,3.9621209150475267,1.170626272217095,Iris-versicolor
+30,6.140680489711701,3.3670452171799163,5.784494670111385,2.5,Iris-virginica
+31,6.290789551820477,2.5137931009778693,4.99531439539642,1.8922160221357813,Iris-virginica
+32,5.631009276929893,3.0,4.356650875941165,1.364905496119028,Iris-versicolor
+33,4.810134517534563,3.0,1.3891962183406212,0.3064524769710192,Iris-setosa
+34,4.624087019219538,3.2030602388432037,1.4003219503008484,0.2021844753691266,Iris-setosa
+35,5.004629334397224,3.0,1.6638236657966388,0.19643219534389808,Iris-setosa
+36,7.698737932531451,2.5591901147494545,6.899998418648442,2.252159180254441,Iris-virginica
+37,6.010193935394943,2.855554454938453,4.37922145946692,1.3860552158688992,Iris-versicolor
+38,7.89999831517304,3.7743153488843793,6.479085907189964,2.05887508564167,Iris-virginica
+39,5.4832615968467575,3.89505672656986,1.29512904859645,0.3663956496249176,Iris-setosa
+40,4.942726552490168,2.000000562465984,3.19504181481056,1.0226905048637331,Iris-versicolor
+41,4.601615352709728,3.650642259653772,1.000000625856674,0.20069114365740312,Iris-setosa
+42,5.968898297442409,3.3293935360275397,4.5321667224188165,1.5771786735806117,Iris-versicolor
+43,5.362379606035847,3.0,4.448627698083477,1.5016386115421736,Iris-versicolor
+44,6.509656519690202,2.785641079635669,4.551195058974528,1.5106325607521291,Iris-versicolor
+45,5.369857772170836,2.3956514781840132,3.5412420521267776,0.9821831923776035,Iris-versicolor
+46,6.56563406351051,3.0,4.417489872471759,1.394216238497097,Iris-versicolor
+47,5.496116191785231,2.391485463285258,3.7766880271782535,0.932761131578734,Iris-versicolor
+48,5.768336882883814,2.804075167509113,4.554985162027607,1.2555318447328636,Iris-versicolor
+49,5.407470048805823,4.2,1.3264965983379717,0.20834854050395252,Iris-setosa
+50,5.164711636667658,2.519053506330236,3.3109418232228505,1.0814599647832959,Iris-versicolor
+51,4.664969021473324,3.1534429897295273,1.4060968045438227,0.2108819963259473,Iris-setosa
+52,7.899997668160417,3.7770839987556943,6.38078060837293,2.117502650464447,Iris-virginica
+53,4.58564577842999,3.657976633826497,1.0000004700645384,0.19349594152383792,Iris-setosa
+54,6.076898896555027,2.5891816063377884,5.590952553194585,1.367791597922893,Iris-virginica
+55,6.715805233867455,3.1085915749132127,4.721182302669922,1.4927887070827575,Iris-versicolor
+56,6.519153336675241,3.0,5.804698710016406,2.1727249481318287,Iris-virginica
+57,4.995639589692991,2.00000171129371,3.514307209249072,1.0280319724540534,Iris-versicolor
+58,6.282708887163538,3.4055428882536427,5.625475758596381,2.3965214848353793,Iris-virginica
+59,7.708906623685087,2.5280328575387547,6.9,2.2656814683312896,Iris-virginica
+60,4.913334817396201,3.1264635626530923,1.4816686100569447,0.1,Iris-setosa
+61,5.300380536752097,2.506673494592491,3.6849580565336977,1.1445692117792483,Iris-versicolor
+62,6.037810377380434,2.8084270755056537,4.618908325851174,1.209629808675998,Iris-versicolor
+63,5.697960181662808,3.130935648195839,4.696784754152492,1.6242081086329874,Iris-versicolor
+64,5.491497399966877,4.2,1.3647802608924993,0.20973313946683347,Iris-setosa
+65,4.819523354064113,3.398590053626023,1.6646053639931275,0.20152615950453714,Iris-setosa
+66,6.168952581704718,2.2022409024063863,4.464681420844538,1.4510546935016377,Iris-versicolor
+67,4.611998351064732,3.723588982753166,1.0,0.19977610766907822,Iris-setosa
+68,5.9062610838975065,2.7692318573382346,4.592257790533184,1.2313451122042927,Iris-versicolor
+69,5.916980530415133,3.235173926443715,4.7987862648730335,1.783330256920216,Iris-versicolor
+70,7.674615060140075,3.0,6.392383828284041,2.237372392782803,Iris-virginica
+71,5.479473794303574,4.2,1.3243130825115432,0.22409685614438296,Iris-setosa
+72,5.46407317984543,3.9407538761757825,1.255155478423862,0.4157665453564504,Iris-setosa
+73,4.99777119807369,2.0000013563558863,3.474902098278129,1.0338263962504746,Iris-versicolor
+74,4.622158182680314,3.7023486876554945,1.0000004056567249,0.19427652353362584,Iris-setosa
+75,5.8812137701222245,2.8338983892754266,4.57715315309659,1.2832368644053955,Iris-versicolor
+76,4.96671504789702,2.000000946230524,3.2130008084043005,1.0138588177268666,Iris-versicolor
+77,7.737897540857858,2.559788170862634,6.9,2.312031437645885,Iris-virginica
+78,7.705052067152517,2.5503224154619284,6.899998964817567,2.2261413418394413,Iris-virginica
+79,4.952970617001523,2.0000006896184126,3.2555618000907156,1.0029188347530478,Iris-versicolor
+80,6.657118535222027,2.788628421054351,4.694567812739339,1.4702480693034652,Iris-versicolor
+81,5.613364470465679,2.4961224642941096,3.8662763955966835,1.0750438815355339,Iris-versicolor
+82,5.2923170292032635,2.471729393008433,3.612985306296093,1.124346807904136,Iris-versicolor
+83,5.795835214545858,2.6786805439196137,4.108620466791219,0.9653738334010427,Iris-versicolor
+84,4.815199774670813,3.0,1.4189663354545607,0.31894308176133945,Iris-setosa
+85,4.3,3.1385825355944097,1.076703698693774,0.10000009201619019,Iris-setosa
+86,6.035023837754065,3.3919865333135433,4.549750721547893,1.5995239974537012,Iris-versicolor
+87,6.034924601286074,2.206569338497861,4.030832648400146,1.0130384212083183,Iris-versicolor
+88,4.427060851128622,3.203827583285564,1.3188776773270476,0.19922603732881483,Iris-setosa
+89,6.386945875772139,3.200520244247334,5.249391032242628,2.2518267619592485,Iris-virginica
+90,6.249893934080065,2.7337157094166464,4.799641957793346,1.805297016845511,Iris-virginica
+91,4.977128838216695,2.000000937163936,3.353316185299642,0.9926568928503328,Iris-versicolor
+92,5.519230612265934,2.5062225414911716,4.0244975673623875,1.2536476041651055,Iris-versicolor
+93,5.228159293476274,2.635394056774546,3.89159167527075,1.3759930887413854,Iris-versicolor
+94,7.718223218461528,2.821659577728068,6.677085435284787,2.0026993839433014,Iris-virginica
+95,7.700869164426525,2.567994913688606,6.8999984009470925,2.2582019500319586,Iris-virginica
+96,6.70947929231466,3.0,4.963313134442431,1.6638859477091796,Iris-versicolor
+97,6.1676323848946595,3.3119544596426604,6.030764726068982,2.5,Iris-virginica
+98,4.397193277967714,2.9115049304108505,1.396864900562179,0.1985027686430575,Iris-setosa
+99,7.687069221376408,2.486074356377176,6.899997619223285,2.218891018490357,Iris-virginica
+100,7.119967977052742,3.204616989170803,5.9953991538928735,1.8413792409330725,Iris-virginica
+101,4.632742542990628,3.1769359752306716,1.4163809415387187,0.19897759840029722,Iris-setosa
+102,5.779503725971348,2.7664970691577144,5.173917644463596,2.3951859180998554,Iris-virginica
+103,5.45628411375467,3.861662824009664,1.3080540445641913,0.34406206900534636,Iris-setosa
+104,5.410016286959889,2.4796406493199874,3.866151782237714,1.213210066079365,Iris-versicolor
+105,4.636943708862979,3.7071128267562607,1.0000004024415217,0.1943295942927769,Iris-setosa
+106,6.294831395647726,2.6601773542403513,4.8812754403966085,1.80069153308722,Iris-virginica
+107,6.01509330366088,3.3959257847633033,4.525630896968868,1.615456135062704,Iris-versicolor
+108,7.739451789746859,2.552590578775817,6.9,2.3082021525088168,Iris-virginica
+109,6.01359021501323,2.203986534669702,3.9995557153592194,1.0011668020063882,Iris-versicolor
+110,7.899997272598083,3.7211401356094083,6.379348002754064,2.1073207130100693,Iris-virginica
+111,4.300000961642218,3.209660031026442,1.0898120090592638,0.10000015428798488,Iris-setosa
+112,6.001498218416914,3.353075447721675,6.07049613628729,2.5,Iris-virginica
+113,5.007971316092704,3.0,1.5957305821215797,0.19421401321499704,Iris-setosa
+114,4.449872374399372,3.223096631326017,1.3507194769251913,0.1951055422010618,Iris-setosa
+115,4.576224734857668,3.737266264151887,1.0,0.1870869714598754,Iris-setosa
+116,7.689390981851927,2.7847646247182363,6.684090896468489,1.9762195784443268,Iris-virginica
+117,6.550425341050965,2.4792824274559786,5.4865579277820595,1.8381569828575308,Iris-virginica
+118,4.992726975065545,2.0,3.5184252165569463,0.8086052212200114,Iris-versicolor
+119,5.0221665121416965,2.0000012838453496,3.463958434063349,0.9904625415843726,Iris-versicolor

iris/tab_ddpm/0/12/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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/0/12/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
+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/0/12/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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/0/13/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.774991098506828,2.668882818126219,5.0699121225319725,1.8938039761610492,Iris-virginica
+1,4.985219166781831,2.0000008674862904,3.3433191077532767,0.86356979907439,Iris-versicolor
+2,4.8353610363474075,3.0,1.4170542513458493,0.1,Iris-setosa
+3,5.766531196693625,2.6855352461208772,5.093456578550216,1.8906767095898627,Iris-virginica
+4,6.1546595804354665,2.291493761697082,4.996843159671491,1.7831292632207547,Iris-virginica
+5,4.992295161829936,2.0000008993312344,3.347070120342689,0.9596908852831614,Iris-versicolor
+6,5.667564411212631,3.0,4.158288265079581,1.2448044465931227,Iris-versicolor
+7,5.6050856471627615,4.2,1.3552533487243652,0.21365950330507208,Iris-setosa
+8,5.4390594882084775,3.399295299620762,1.4838027897258375,0.30808467508982496,Iris-setosa
+9,7.722638017255643,2.554965532333022,6.9,2.2703793643557595,Iris-virginica
+10,7.155347086908992,3.195486181994906,5.979904616730777,1.788705573013907,Iris-virginica
+11,4.8165917472429,3.0,1.4008260528041392,0.1000000928716856,Iris-setosa
+12,7.69675868532027,2.5420429003088265,6.9,2.2611750605949767,Iris-virginica
+13,5.505106836318585,4.2,1.337815739537057,0.207389837881553,Iris-setosa
+14,6.006513933459381,2.19770871586782,3.9983420746258993,0.9833702009037529,Iris-versicolor
+15,5.81265211441474,2.680669721754025,4.1477654438194245,0.9823154607199719,Iris-versicolor
+16,5.777353504260564,2.6867010502913473,5.080028845574715,1.913446319977178,Iris-virginica
+17,5.769724301544541,2.696143465454584,5.072178655531607,1.8996705606453004,Iris-virginica
+18,4.4087690873395875,3.206270443791307,1.3101783889999898,0.1993679523453425,Iris-setosa
+19,7.899998840669763,3.82529377820156,6.309894704702329,2.0185436415379763,Iris-virginica
+20,6.112222943434751,3.355395780910288,5.839392453644047,2.5,Iris-virginica
+21,5.215331331459501,3.4068256719878036,1.3811377726980694,0.1997322983383906,Iris-setosa
+22,4.798198233901593,3.0,1.4026556486051212,0.10000009147575518,Iris-setosa
+23,6.679019305317162,3.1411833867653263,4.731630672510649,1.5024664791614204,Iris-versicolor
+24,6.245145799354608,2.2345779284281995,4.479348520600335,1.4763549486842578,Iris-versicolor
+25,5.103340028167157,3.3098185152345474,1.729207302835626,0.523970143135626,Iris-setosa
+26,7.70193624189403,2.54455479126841,6.9,2.2977237103911015,Iris-virginica
+27,4.992464227241742,2.0000007840575798,3.161578993736674,1.0512898829847253,Iris-versicolor
+28,6.069432568027461,3.3422507046880976,5.825391074023437,2.5,Iris-virginica
+29,7.760509425531627,2.594619542898203,6.899941435177588,2.2110934985879114,Iris-virginica
+30,6.220496613508885,2.7197477119592923,4.858963706116665,1.8236268557725401,Iris-virginica
+31,5.428493122053106,4.005353517516468,1.2194885344586006,0.5644737507599653,Iris-setosa
+32,6.711969409793782,3.0,5.0200193099748205,1.7307232449185035,Iris-versicolor
+33,7.72740393556371,2.545560943370459,6.899998713709599,2.2642251327187584,Iris-virginica
+34,6.192487469909126,3.403609052327504,5.432043798571291,2.306672629332738,Iris-virginica
+35,4.574916685231995,3.1481124158261267,1.4443078986846796,0.20055013576477126,Iris-setosa
+36,4.3000005991729875,3.1534530154430036,1.0947942732894018,0.10000009915018371,Iris-setosa
+37,5.767197467475227,2.7016299206946273,5.091339937466822,1.857999289890582,Iris-virginica
+38,5.016778003996438,2.000000742887247,3.564289521428568,1.052156687304929,Iris-versicolor
+39,7.899997941073724,3.822859566135877,6.407296355065085,2.044703682054943,Iris-virginica
+40,4.449011455341711,3.2141246154543195,1.3257501974169144,0.19615847589368698,Iris-setosa
+41,5.089998528503119,3.6438143999688575,1.400682950446762,0.20572360803891618,Iris-setosa
+42,4.609395581270406,3.574520043239951,1.0000004758176535,0.19475490546516638,Iris-setosa
+43,6.325626912092964,2.5024982903499984,5.038917045831635,1.873898558744746,Iris-virginica
+44,4.40026611036427,2.931017561728069,1.3930768507711826,0.2028886533680079,Iris-setosa
+45,4.300000767260391,3.1561956143371326,1.0894139011761703,0.10000025950485092,Iris-setosa
+46,6.132114415945039,2.580321342742552,5.64101216241545,1.4080516378131345,Iris-virginica
+47,5.138024754731494,3.4097681746720485,1.3852715432783917,0.20087439585053093,Iris-setosa
+48,5.811638964952357,2.705497500268087,5.09895063214854,1.9230911705433167,Iris-virginica
+49,4.572858808490942,3.688879946146245,1.0,0.19587984067687855,Iris-setosa
+50,5.502015407396113,4.2,1.3510276234165828,0.21971371799487519,Iris-setosa
+51,6.199410411253277,3.4016273870016556,5.450558611778843,2.304968401659005,Iris-virginica
+52,4.9411338474438775,2.0000004536753004,3.5203468903444213,0.9376722825721578,Iris-versicolor
+53,5.714202721010222,3.827355044909907,1.8384611896891976,0.3450411882971621,Iris-setosa
+54,7.721874253757275,2.5376244852301615,6.9,2.305031663685353,Iris-virginica
+55,6.221675386997871,3.402130671052862,5.413777176314287,2.3055618328658,Iris-virginica
+56,5.81295763646913,2.716423107725878,4.228767136764129,1.080568678377627,Iris-versicolor
+57,7.695343344375226,2.515004272387233,6.899999010969596,2.278141815414858,Iris-virginica
+58,6.871935746502003,3.2111510893022777,5.665407850854676,2.0036289270043897,Iris-virginica
+59,4.300000571583326,3.0822453185574084,1.1056452528841174,0.10000009799877971,Iris-setosa
+60,6.0867456111232805,3.3347856994595984,5.955891568643576,2.5,Iris-virginica
+61,6.151992289724828,3.3474059105420686,5.981215531300641,2.5,Iris-virginica
+62,6.277805355143565,2.477171903840936,4.956634584007012,1.8954515067397872,Iris-virginica
+63,5.424730577226637,3.928183728610513,1.299193254385333,0.40500975174058707,Iris-setosa
+64,6.673310641542567,2.444324584789618,5.7658208133798,1.7822324338129654,Iris-virginica
+65,5.1346993778298495,3.8232161107629667,1.599729493690592,0.2024203315260806,Iris-setosa
+66,6.842552010857137,3.191771458805667,5.811283507131704,2.313155179652486,Iris-virginica
+67,4.402353645093748,2.9136297626782897,1.4113907080218686,0.1939112871315814,Iris-setosa
+68,5.529303543151096,4.2,1.3686465216728725,0.22104265687546926,Iris-setosa
+69,5.779560583483514,2.862221572250279,4.382384265797073,1.3960462827275355,Iris-versicolor
+70,4.611033124837281,3.2090620377304555,1.4043385918124518,0.20474286602594644,Iris-setosa
+71,5.773466382529934,2.5715027686066345,5.044284472660796,1.795477203994492,Iris-virginica
+72,4.583865656279909,3.194694130607887,1.41400225695659,0.19728241681114464,Iris-setosa
+73,5.888802369591352,2.929080771803575,4.435071061092142,1.3642008668545071,Iris-versicolor
+74,4.76625629697894,3.0,1.3762796817482057,0.10000012276860487,Iris-setosa
+75,7.663646820554965,3.0,6.310111685381001,2.192732121581628,Iris-virginica
+76,4.3956415609020185,3.2053599761785465,1.2986813615172434,0.20146157332414558,Iris-setosa
+77,4.4109632582291045,2.9570087053450838,1.40791165080818,0.20679493230427068,Iris-setosa
+78,6.49667599849406,2.774161070910768,4.609956587078372,1.4872863711154927,Iris-versicolor
+79,6.102723959938912,3.3660229575887834,5.965745073939948,2.5,Iris-virginica
+80,7.736718295799445,2.554575100751984,6.9,2.305146365046524,Iris-virginica
+81,4.990689943600756,3.0,1.6410092805460714,0.20020918838213722,Iris-setosa
+82,4.7895392333067655,3.0,1.3978835968185448,0.27475427922466755,Iris-setosa
+83,5.206950681124526,2.5127350353312985,3.6942584617322707,1.1921251624018065,Iris-versicolor
+84,6.851292108763977,3.102595840162258,5.1474695111466175,2.2841653018737063,Iris-virginica
+85,6.922287273489065,3.076768600742955,5.144625747586202,2.2959322403656435,Iris-virginica
+86,4.580314234566653,3.1968658643237324,1.4051574965841116,0.19629650482125094,Iris-setosa
+87,7.155045381622224,3.206524695861929,5.992736442779038,1.8127440921660452,Iris-virginica
+88,6.799366222621329,3.1844118922039675,5.906433071266046,2.30225033547778,Iris-virginica
+89,5.823896232456517,2.80432156893047,5.13434773476502,2.4029948415051643,Iris-virginica
+90,4.991149189914386,2.000000833340711,3.5886082761172466,0.9640146143941648,Iris-versicolor
+91,6.174340836781661,3.322762664214792,5.990429659932476,2.5,Iris-virginica
+92,6.069445212878189,3.3445951397878257,5.903804416954208,2.5,Iris-virginica
+93,5.811404406016047,2.712285001054718,5.083227278076245,1.891043984212434,Iris-virginica
+94,5.790250071404211,2.734984940353522,4.125711112621988,1.0475278542184168,Iris-versicolor
+95,6.144174681545806,3.3395807405609417,6.032307614744902,2.5,Iris-virginica
+96,7.754299976620782,2.559085915087104,6.9,2.317090611519368,Iris-virginica
+97,6.3366092379382195,2.5259457886282615,5.015507304778134,1.8891983576269247,Iris-virginica
+98,5.154615389718201,2.525666959491206,3.584853559694147,1.203167564490993,Iris-versicolor
+99,6.757274338995436,2.511578941105601,5.898923136131151,1.7943039944345704,Iris-virginica
+100,7.899998624418963,3.8549586098293145,6.402902984161127,2.109771327882697,Iris-virginica
+101,5.983558145234128,3.404799938233905,4.528596748807574,1.6017205107334662,Iris-versicolor
+102,6.099348493484641,3.3551281532355137,5.9761781121017306,2.5,Iris-virginica
+103,4.955224200548886,2.0000011215084488,3.1915311271884477,0.9978598834311787,Iris-versicolor
+104,7.618697759660005,3.0,6.545363366271236,2.1189630255676413,Iris-virginica
+105,4.80036619336007,3.0,1.392996401181954,0.3146610219301323,Iris-setosa
+106,6.982449373665618,3.1806739755306377,5.562536143085641,2.302460495551314,Iris-virginica
+107,5.2749542887682095,2.623614692195841,3.9833580470195127,1.378221280541524,Iris-versicolor
+108,6.726373422576403,2.4497239067541554,5.852009463582013,1.7945666768962838,Iris-virginica
+109,6.000989666228023,2.895363067057013,4.442177102130368,1.5058824443799057,Iris-versicolor
+110,5.762458669063478,2.7880288789625856,5.1738730917320135,2.415376514125582,Iris-virginica
+111,6.3382941961115264,2.6896065010221326,4.896993985231674,1.8115907493210222,Iris-virginica
+112,5.701793601864258,3.0,4.143336427671024,1.2670806262943075,Iris-versicolor
+113,5.810312801990949,2.692617305954453,4.152539572333449,0.8594542602828407,Iris-versicolor
+114,5.6679100842156265,3.0,4.521497706905785,1.4710522364155707,Iris-versicolor
+115,4.618917541339256,3.7277797767120364,1.0000003678243103,0.20129748428634794,Iris-setosa
+116,4.825207981923189,3.404912215104884,2.004592869962088,0.2022321822189229,Iris-setosa
+117,6.156977809434643,3.322272780765415,6.003378173145667,2.4999995972528364,Iris-virginica
+118,5.7613627943389,2.8212942885524184,4.540061867021704,1.3243772962807943,Iris-versicolor
+119,6.256400127758774,3.3063095580572215,5.959818104248592,2.499999724128425,Iris-virginica

iris/tab_ddpm/0/13/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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/0/13/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
+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/0/13/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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/0/14/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.531162880733133,2.4177218478108498,3.744880012406583,0.9694973766038543,Iris-versicolor
+1,5.803237342771685,2.704968395363461,4.144229589798886,1.003960719822634,Iris-versicolor
+2,5.75539565648706,2.781491395161524,4.500893410014917,1.2206110667901868,Iris-versicolor
+3,4.9531557528375805,2.000000650532537,2.956742946507551,0.9960207851624485,Iris-versicolor
+4,5.524750086144116,2.9285768297029424,4.027473229316325,1.3958179677184241,Iris-versicolor
+5,4.615477392062612,3.735066314697886,1.0,0.1964181561930739,Iris-setosa
+6,6.2888128317378,2.728759155049016,4.8975687892547555,1.7862002318022876,Iris-virginica
+7,6.252425501875211,3.3248609388992882,5.9373119012495374,2.499999804704278,Iris-virginica
+8,5.00373271707891,3.5621020017899054,1.4079082621003376,0.19669642170843826,Iris-setosa
+9,5.0772277346669545,3.5287816563150822,1.397466521450099,0.20102418413843015,Iris-setosa
+10,6.52037689842717,3.0,5.802138092505157,2.207324591893127,Iris-virginica
+11,6.338671276069504,2.5795117100480893,4.950542193783615,1.7967438944610055,Iris-virginica
+12,5.6876037486800755,3.0,4.22631130372965,1.2023217345087913,Iris-versicolor
+13,4.608254304190436,3.1428308828882523,1.5070067850416764,0.20087470048731948,Iris-setosa
+14,4.9985284533502545,2.0000011624048444,3.5916589728018455,0.9640827252165735,Iris-versicolor
+15,4.396674886553857,2.9179292874125866,1.4067660720315884,0.19265980633357488,Iris-setosa
+16,6.703927008002755,2.5040545984620124,5.759577323668727,1.7745118259357506,Iris-virginica
+17,5.6586195898144025,3.0,4.088919884499975,1.2248611897650818,Iris-versicolor
+18,6.2271968550929095,2.783362957272397,4.738871663768569,1.7956217398387897,Iris-virginica
+19,6.137807570951427,3.3418610973406304,6.057406783433278,2.5,Iris-virginica
+20,6.2076256024417305,3.4005427652254245,5.432136217645953,2.3057925034657365,Iris-virginica
+21,5.462074782611546,2.4737096173197575,3.9001536608643494,1.233172829767269,Iris-versicolor
+22,4.975384388581945,2.000000794493976,3.4335787729123037,0.9545532659279713,Iris-versicolor
+23,6.74459820793894,3.11109287821769,4.699014502236583,1.5009608861098533,Iris-versicolor
+24,5.438132100409162,3.4559323354317235,1.5157236818458184,0.4431123249863871,Iris-setosa
+25,6.1609568091179785,2.217358062542909,4.404355658617032,1.3965042108099073,Iris-versicolor
+26,6.490787695591439,3.0,5.686028408234748,2.239196793926678,Iris-virginica
+27,5.773397053382559,2.8428868361356927,4.521184605005298,1.3515285788471447,Iris-versicolor
+28,6.2765032306673145,3.395442424738837,5.655570568010556,2.3847053194994117,Iris-virginica
+29,5.880456378716952,2.8119471576630586,4.584778422786312,1.2558426904574354,Iris-versicolor
+30,6.279452830976873,2.5096317317301677,4.978034977047802,1.8925591826389754,Iris-virginica
+31,6.6364855956516395,2.490182658794959,5.620469201132085,1.832148647082241,Iris-virginica
+32,6.290854827081891,2.479985371945148,4.982606076268233,1.8753913099188115,Iris-virginica
+33,6.352550531638695,2.6780360933226537,4.817014446380536,1.8040787011365242,Iris-virginica
+34,4.439600380570245,3.224480913844289,1.3266595728669595,0.19749076933837328,Iris-setosa
+35,6.020936516512605,2.1903693714305734,3.986523641145937,1.0043838077471259,Iris-versicolor
+36,6.18157065638939,3.3402232988278535,4.642927451055213,1.6064861211814785,Iris-versicolor
+37,6.502355656258956,2.7922506978192234,4.607392419949738,1.509176579451757,Iris-versicolor
+38,6.778333745654362,3.2228916289702028,5.770803581063955,2.3108070333051103,Iris-virginica
+39,6.7770807317774695,3.0708564408537984,5.098969381458962,2.3116997112838793,Iris-virginica
+40,4.664055541434103,3.6651451383745766,1.0000008569117624,0.19462938259141144,Iris-setosa
+41,7.730288125367373,2.5330018695958167,6.9,2.263294679704862,Iris-virginica
+42,4.768432509553889,3.391718247966062,2.1964966187959236,0.19791939828231464,Iris-setosa
+43,7.685715533758746,2.5164029602783797,6.9,2.260953357754836,Iris-virginica
+44,5.438823501441161,3.9071250647663107,1.3247617955259623,0.408703631362964,Iris-setosa
+45,5.5767751155272025,2.480739439998696,3.8922865900595482,1.0527530971476184,Iris-versicolor
+46,5.536592467655705,2.50439357410696,4.0404527022725265,1.2605506144968799,Iris-versicolor
+47,6.143517224737521,3.3367011287462303,5.961199235615242,2.5,Iris-virginica
+48,6.278408388341119,2.4590395349472662,4.97729439671954,1.8944531898180337,Iris-virginica
+49,4.9722202519202545,2.000001098023008,3.223766099040213,1.0457933251254636,Iris-versicolor
+50,5.506665438528998,4.2,1.3374902658438197,0.2070708274537117,Iris-setosa
+51,4.4120893913590224,3.2419289697298637,1.3259787532866225,0.2004146099738838,Iris-setosa
+52,5.510657942555845,2.4403897499988005,3.838331036770029,1.004536599054646,Iris-versicolor
+53,5.8336251457408315,2.6845634978300583,4.091154470436925,0.9926950206614683,Iris-versicolor
+54,4.803736541519977,3.4374123653161845,1.741940194947996,0.1974006364221434,Iris-setosa
+55,5.483084525060995,4.2,1.394198768310641,0.21131943192471114,Iris-setosa
+56,5.962871250752395,2.7522031827783224,4.52677233788524,1.0848512210934782,Iris-versicolor
+57,6.7073847785354355,2.4622360312162033,5.803710127765101,1.834172872867346,Iris-virginica
+58,4.975937285983635,3.5342855067187995,1.4044796061578981,0.1989847131034161,Iris-setosa
+59,5.573492187718635,3.640031230197864,1.5776521482244075,0.33617996081547513,Iris-setosa
+60,6.091068651766023,2.5902589504575877,5.511304151527129,1.3925490501723077,Iris-virginica
+61,6.311166848284633,2.6766599265469484,4.879928413464396,1.8114850068387713,Iris-virginica
+62,6.678441820678752,3.120178747421905,4.706657588251685,1.495551223914314,Iris-versicolor
+63,4.953474801170917,2.0,3.153373527328789,1.0342354448726363,Iris-versicolor
+64,5.99487474660093,3.4010446978214253,4.4876655887348065,1.6136648527662798,Iris-versicolor
+65,4.9734111191369035,2.0,3.055839327681953,0.7501143294315658,Iris-versicolor
+66,6.292792918101964,2.5452168683917202,4.923309717039182,1.8795582376691184,Iris-virginica
+67,6.2800922326138116,3.385720778229371,5.52102669300297,2.342450021351167,Iris-virginica
+68,5.491576248113741,2.4844974453307853,4.014869894266503,1.298728904772553,Iris-versicolor
+69,7.733097249851792,2.549095897520729,6.8999985975195655,2.292449459944812,Iris-virginica
+70,7.690480767911556,2.5559721703572653,6.899998827981632,2.2791077379088316,Iris-virginica
+71,5.558648785073275,2.4169765501916958,3.829926130004684,1.0803430138518515,Iris-versicolor
+72,4.927189458428891,2.0,3.0856851583533786,1.0051276584184137,Iris-versicolor
+73,6.082635800100301,2.833964721470228,4.6945132154180085,1.3046599047734457,Iris-versicolor
+74,7.758560796210517,2.552190603071274,6.8999986672486875,2.311238039104264,Iris-virginica
+75,5.163031279889795,2.4883837331723426,3.09371703095358,1.0935794450544059,Iris-versicolor
+76,4.655113887908244,3.0,1.4163992553880902,0.25783055802516525,Iris-setosa
+77,4.822664211469886,3.0,1.4220262905777064,0.10000011638591888,Iris-setosa
+78,4.3,3.1230774990267944,1.089367014802749,0.10000010165127542,Iris-setosa
+79,7.688601370327015,3.0,6.0883890694024565,2.2985795934315836,Iris-virginica
+80,5.021338185394364,3.703498698350977,1.399218250835127,0.206040808767472,Iris-setosa
+81,4.592487784764369,3.6952333403534983,1.0,0.20202877435394057,Iris-setosa
+82,5.232804094422211,2.6622712434579023,3.903792722805198,1.3671078443535538,Iris-versicolor
+83,6.122670174946928,2.591286728407245,5.573215394472521,1.3977369490790519,Iris-virginica
+84,4.626033219498293,3.649125832270738,1.0000009790837086,0.20108253743241034,Iris-setosa
+85,4.99585635427906,2.0000023518128716,3.4600402065797926,1.0578284209177313,Iris-versicolor
+86,6.805668255632649,3.200365768131061,5.823601280058569,2.3006657437656446,Iris-virginica
+87,4.86027072883008,3.0,1.4143726732190445,0.1,Iris-setosa
+88,4.3,3.077879364449355,1.098911238640456,0.10000020835530128,Iris-setosa
+89,5.84726942703493,2.906420644786542,4.422476688906568,1.4896939781361784,Iris-versicolor
+90,6.312069209023924,2.457373072400338,4.90140317307127,1.903924111778413,Iris-virginica
+91,6.237290371499891,3.4056721356766886,5.590566064816759,2.393277239473211,Iris-virginica
+92,4.963449100311173,2.0000004894597496,2.948783159770754,0.9805013252171797,Iris-versicolor
+93,5.412100880918525,3.9497071293466823,1.2781061966931002,0.39349068679034904,Iris-setosa
+94,5.915835652291639,3.2360044346613948,4.808184805358429,1.8111396603723864,Iris-versicolor
+95,5.111179127764446,3.5276490630756623,1.7336813428811724,0.3217821633403099,Iris-setosa
+96,6.228077931197859,2.1841485311025464,4.484234040601835,1.47503123859815,Iris-versicolor
+97,7.722905615650944,2.574463514539231,6.9,2.302890833978375,Iris-virginica
+98,5.955171696940499,2.8120625342926857,4.639277300647609,1.2718952371710337,Iris-versicolor
+99,6.70238103349683,2.4658792715777933,5.7710808261640265,1.789154051811568,Iris-virginica
+100,4.898057086474561,3.1505855287361197,1.5068547263928502,0.1,Iris-setosa
+101,5.151408929037603,3.8138516653379586,1.6339364327057597,0.20519774127547305,Iris-setosa
+102,5.185672649520947,3.3968446372499623,1.4027790214501326,0.1953256061442371,Iris-setosa
+103,6.005609624268194,3.398937372573915,4.500559145335309,1.5930362821604274,Iris-versicolor
+104,6.438456790274397,3.184016060656611,5.174801471385304,2.19836193416558,Iris-virginica
+105,6.295718162945944,2.846690083969379,5.083297688803888,1.964099432920356,Iris-virginica
+106,4.408917550314156,2.9095592228757146,1.3795696905637456,0.20221423585588588,Iris-setosa
+107,4.829773592425325,3.0458440707678753,1.4355437303946375,0.1,Iris-setosa
+108,5.437177402224971,2.5275354726759045,4.009646285481649,1.3178181079945797,Iris-versicolor
+109,5.989929213259968,3.3975957793343943,4.495691976023247,1.610273361698129,Iris-versicolor
+110,5.747523399777053,2.9119473624168517,4.217956414824065,1.2441253704797148,Iris-versicolor
+111,6.783806225998394,3.1919525512496945,6.039298217543491,2.3075383300752548,Iris-virginica
+112,6.255814889569732,3.3332362763530043,6.047264257656731,2.5,Iris-virginica
+113,4.300022057614163,3.1810664980245535,1.1299505293414025,0.10000017131721775,Iris-setosa
+114,5.508955793888185,4.2,1.315273314682258,0.21952590052064008,Iris-setosa
+115,5.062483050544014,2.4996081230330494,3.120720741854555,1.1166003543371397,Iris-versicolor
+116,4.620086427902864,3.119841738958017,1.5103503576404584,0.20039176038750828,Iris-setosa
+117,4.96606012692807,3.649056066708577,1.4025459322617473,0.20305500192195844,Iris-setosa
+118,6.923696449737075,3.0950282293320734,5.149420528006413,2.3091179176448056,Iris-virginica
+119,5.764648571266166,2.7834569171363706,5.084549821910895,2.409918914516823,Iris-virginica

iris/tab_ddpm/0/14/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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/0/14/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
+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/0/14/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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/0/15/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.721934359255817,2.8057516963362468,4.509387381721421,1.2981546507399737,Iris-versicolor
+1,5.692221905708407,2.8746200685456924,4.173698332641609,1.2806494177678491,Iris-versicolor
+2,5.589912282361607,3.0,4.500466791147267,1.5020962463615632,Iris-versicolor
+3,4.980656259709304,2.0000006819584586,3.5961773669164443,0.8672733779279531,Iris-versicolor
+4,4.3,3.0207135786651453,1.0780172328992281,0.10000014224470433,Iris-setosa
+5,5.499642054421568,2.499698556481059,4.062248912935624,1.3158917498044298,Iris-versicolor
+6,5.908190378190018,2.9167857120507796,4.4854946604388495,1.5010304293316732,Iris-versicolor
+7,4.937506899649495,2.0000005098171902,3.2290401255582335,0.9307192393402791,Iris-versicolor
+8,6.909044273269206,3.1032198193909806,5.1225448064449814,2.2783121347620767,Iris-virginica
+9,7.7159852182489095,2.5467497783792066,6.9,2.2861339208008866,Iris-virginica
+10,5.782599981545848,3.121654199743999,4.701370830085379,1.7061200204949507,Iris-versicolor
+11,7.899997835108361,3.7944525421952506,6.356235928985658,2.0427525198842393,Iris-virginica
+12,4.300015513023116,3.1337478656323428,1.1184639525142583,0.10000021171559988,Iris-setosa
+13,7.89999849941604,3.808146963918672,6.429873896209485,2.0224402279233455,Iris-virginica
+14,6.117751487617279,2.5813667486154164,5.654407464153193,1.3994437914198425,Iris-virginica
+15,5.485103198406373,4.2,1.2917933913541861,0.21737011227299635,Iris-setosa
+16,4.962813296915875,2.0000006357366398,3.2751399272366846,0.8809234568303873,Iris-versicolor
+17,4.982993236371707,2.0000005010656365,2.9738365576382915,0.9494107458860651,Iris-versicolor
+18,6.225846011033113,2.5530124643753607,5.5862824132933895,1.48107875475545,Iris-virginica
+19,4.617524797061095,3.659381979155316,1.0000003600181542,0.1979406821255137,Iris-setosa
+20,5.706478876222613,3.8305706571630975,1.765201081456909,0.4113455770623183,Iris-setosa
+21,5.855562289724634,3.216134506569207,4.779487529937203,1.7858041666736508,Iris-versicolor
+22,5.658235042639514,2.522443315587037,3.9199816791211903,1.0825254386097583,Iris-versicolor
+23,6.165128500584925,3.3326169356395816,6.004530324033085,2.5,Iris-virginica
+24,6.303729931089436,2.5961309388052904,4.919394501930587,1.7935677238336702,Iris-virginica
+25,6.002255641272697,2.1880294272392407,3.9414307376001543,1.0143363341152443,Iris-versicolor
+26,4.584659428186553,3.1224815272286035,1.4918347275237358,0.19535872605573326,Iris-setosa
+27,5.855441696082907,3.199136128155742,4.7969681089658085,1.7932513633593676,Iris-versicolor
+28,6.312559401788095,3.3895098568391155,5.602422206232653,2.3858807489443437,Iris-virginica
+29,5.8192653859295405,3.238090156492693,4.758081845779015,1.837016300180844,Iris-versicolor
+30,6.762032315992139,2.792408868603854,4.763117804865488,1.3975167505498094,Iris-versicolor
+31,4.436740962474231,2.9837372731585923,1.4155874407798021,0.2090373814652082,Iris-setosa
+32,5.441282129097616,4.003195360294367,1.1996903027853398,0.47682004141452117,Iris-setosa
+33,4.87412224359574,3.142501746839206,1.4680998008697521,0.10000017580557802,Iris-setosa
+34,6.126033296683269,3.322779663195128,5.9799870732153595,2.5,Iris-virginica
+35,4.609732853129455,3.6534953350164825,1.0000006507639083,0.1950187601513614,Iris-setosa
+36,5.101497337120598,3.4527844793685305,1.3776334833619348,0.19921537201866646,Iris-setosa
+37,6.206402088175579,3.3258487306707973,6.04202306829275,2.4999997180680227,Iris-virginica
+38,5.186430498169103,2.685348669664863,3.97066455128476,1.4304687586405416,Iris-versicolor
+39,7.6915071386341385,2.539322884700494,6.899998160098417,2.2731942395707514,Iris-virginica
+40,4.595894777072347,3.1276712926743966,1.4720980290565906,0.20218455794707785,Iris-setosa
+41,4.942643149556432,2.0,3.6736014915965014,0.9641656715118502,Iris-versicolor
+42,6.002141644454176,3.393156682077536,4.532657674560412,1.6067384985563589,Iris-versicolor
+43,6.19837959836744,3.3347974991069385,5.992632469388861,2.499999803569463,Iris-virginica
+44,6.149379917224952,3.3347477194226505,6.1108836189049995,2.5,Iris-virginica
+45,7.899998116477675,3.7744426614878277,6.351291325662177,2.1044030661971815,Iris-virginica
+46,5.807306075988174,2.691481198503753,4.100681052258696,1.023624912981036,Iris-versicolor
+47,6.21552099433129,3.3998361302780586,5.484552250670175,2.3150042289504675,Iris-virginica
+48,6.923600717465964,3.13040855765188,5.307064139636118,2.295841597859667,Iris-virginica
+49,4.953450295370537,2.0,3.327329083541624,0.8988109815548307,Iris-versicolor
+50,7.688457348625102,2.573962499625097,6.899998873730915,2.294797873142196,Iris-virginica
+51,5.002386126822577,2.0000005995354315,3.6056070337023,1.0536336826226953,Iris-versicolor
+52,5.257863290694337,3.4040138510669604,1.387564578237031,0.2041504235782847,Iris-setosa
+53,7.723139876088695,2.558749281123992,6.9,2.3053918381158733,Iris-virginica
+54,5.502642065043946,4.2,1.3059501572643915,0.20875197024176556,Iris-setosa
+55,4.629651152271821,3.207816353287755,1.4003525009052662,0.20099639511250827,Iris-setosa
+56,6.693623260108871,3.1437989534705917,4.6912398167270455,1.502113815947309,Iris-versicolor
+57,5.196776389032167,3.4028570449986573,1.4016591389930733,0.19873603256494138,Iris-setosa
+58,5.996271203112951,2.213429269258097,4.079971765546535,1.056499198221464,Iris-versicolor
+59,5.782901837928666,2.7907542115004023,5.093776521901336,2.4030903447625547,Iris-virginica
+60,5.799486718689386,2.7033841646087007,4.166653532729029,1.0289055190089402,Iris-versicolor
+61,4.8881361299500234,3.137710665077489,1.5023300911149124,0.10000009525309156,Iris-setosa
+62,5.80392572077797,2.7115211032963455,5.110631231953861,1.9152740249962563,Iris-virginica
+63,6.8162503129657255,3.184121839885699,5.810983753320071,2.3014140780757315,Iris-virginica
+64,7.718960574683536,2.521688582031772,6.9,2.2989594177462696,Iris-virginica
+65,6.262375223964384,2.7123861077384688,4.816727671377273,1.8064879296142005,Iris-virginica
+66,6.196401769434415,3.3294030969055584,6.0217394296506335,2.5,Iris-virginica
+67,6.186500415793409,3.393359094698654,5.3909973299790765,2.29799957464599,Iris-virginica
+68,5.02252404288341,3.0,1.7355811742070921,0.19577896486026647,Iris-setosa
+69,6.013123396534861,3.3918927577844498,4.552728895629151,1.6139084067531306,Iris-versicolor
+70,5.802926558333569,2.982628102644825,4.297939473713139,1.3005664607109917,Iris-versicolor
+71,6.088219102906981,2.8179557920174405,4.696285197789939,1.262878805947153,Iris-versicolor
+72,6.232236966778013,3.399088571973454,5.480561383583424,2.3111862509739876,Iris-virginica
+73,5.723430067237486,2.308645242846369,3.882582133726719,1.0309478340077143,Iris-versicolor
+74,6.3092362383025895,3.402956773876462,5.597042927435181,2.4025270576187516,Iris-virginica
+75,6.18074049830363,3.338772457930154,5.945556841500897,2.5,Iris-virginica
+76,5.505362664609926,4.2,1.3535272566649248,0.21440463229081477,Iris-setosa
+77,5.007118761830608,2.0000013894207456,3.5821838537292137,1.0493010365663447,Iris-versicolor
+78,7.633436442791995,3.0,6.266108793538105,2.2551655280327205,Iris-virginica
+79,6.693118206827269,3.089915073673298,4.661814429283725,1.508876008865828,Iris-versicolor
+80,6.138698993570537,2.9225044754353515,4.644681865781941,1.3996287351271528,Iris-versicolor
+81,6.146508950785509,3.3256271234550736,6.016232651980528,2.5,Iris-virginica
+82,6.799888937753089,3.1148225320987537,5.073705643816141,2.275408452327461,Iris-virginica
+83,4.953241005757635,2.0,2.967244854697837,0.8792114416488489,Iris-versicolor
+84,5.990334525821071,3.3931307018656667,4.559528148865842,1.6190899959889418,Iris-versicolor
+85,6.226297602537188,3.327787891190774,6.058146244559565,2.4999997680928407,Iris-virginica
+86,6.264564868029402,3.3713974202232753,5.430822454037227,2.313548374405527,Iris-virginica
+87,5.4858358042183895,4.2,1.3159618400475839,0.20440118447531988,Iris-setosa
+88,6.7260186522447025,2.474246842828172,5.802008061211299,1.8038324670989412,Iris-virginica
+89,6.035042070953979,2.8941349433173045,4.561590110382611,1.4919722971629223,Iris-versicolor
+90,6.696415716422146,3.0,4.987812754706667,1.6982809693446663,Iris-versicolor
+91,6.4983749051082045,3.0,5.7981364973057605,2.1717143607091027,Iris-virginica
+92,5.488917644893363,3.959137367945255,1.275536640399443,0.466354839661289,Iris-setosa
+93,6.192693059209021,2.781423494728218,4.785654553204127,1.8483839562455984,Iris-virginica
+94,4.610458090967576,3.746593673621949,1.0000007836748288,0.19056257767964166,Iris-setosa
+95,5.5185024596813195,4.2,1.3580064531886775,0.20589255956655195,Iris-setosa
+96,5.0107304160823265,3.4212981916500187,1.3940092818851362,0.20309110174831924,Iris-setosa
+97,6.147964633803679,2.2276757234664957,4.410078613112797,1.4523119943551788,Iris-versicolor
+98,5.524730389582343,4.2,1.3428384846128938,0.21473976595430744,Iris-setosa
+99,4.408360815418055,3.1328060823385453,1.3487586296638325,0.19962347637450617,Iris-setosa
+100,7.9,3.822279634545877,6.397888538765178,2.0192663581926324,Iris-virginica
+101,5.613337707667395,2.4676716635011853,3.86205694062179,1.0598287048749586,Iris-versicolor
+102,6.253017740435702,2.195413922157496,4.508298382213002,1.4844991292230236,Iris-versicolor
+103,5.46367652690539,3.0,4.471044802918019,1.4849880361845904,Iris-versicolor
+104,5.506757341060472,4.2,1.3552607526545792,0.20082742233071876,Iris-setosa
+105,6.514540191813254,2.784580935627726,4.6280794450708225,1.5043562018714502,Iris-versicolor
+106,6.065946266741572,3.3473837143993053,5.93764477200947,2.5,Iris-virginica
+107,4.583065736852999,3.7415312505934697,1.0,0.19916789251135422,Iris-setosa
+108,6.009074182372698,2.2175678116719544,4.046828781510279,1.0256124833713567,Iris-versicolor
+109,6.777806935987256,3.2041141574883905,5.882518881848422,2.3069192176750373,Iris-virginica
+110,6.477939504971518,2.764946889528989,4.564425766970723,1.4712202914736223,Iris-versicolor
+111,6.111064866727763,3.352225660304086,5.978126228004424,2.5,Iris-virginica
+112,6.063507517077635,3.332661263505997,5.958526280924072,2.5,Iris-virginica
+113,5.036276839646875,2.000001875549112,3.622148382097921,1.0421483254846893,Iris-versicolor
+114,5.6232036166320185,2.4783022222651265,4.035175343406357,1.0594811239519513,Iris-versicolor
+115,4.923268127987655,2.0,3.2178992903641728,0.7538343876867724,Iris-versicolor
+116,7.743922024566941,2.4902576763489477,6.9,2.300634794819002,Iris-virginica
+117,6.105092172177184,2.586274991593833,5.646309308005918,1.3875563737641086,Iris-virginica
+118,5.054325087930339,3.397705035040581,1.643606988320812,0.4809405307246336,Iris-setosa
+119,4.80011041755956,3.0,1.4070111384429926,0.2927287639028582,Iris-setosa

iris/tab_ddpm/0/15/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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/0/15/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
+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/0/15/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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/0/16/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,4.586015613737602,3.1247008498021343,1.471534202926647,0.19557623954215692,Iris-setosa
+1,4.990111194995535,2.0000007941977387,3.341318099937957,1.037829987386589,Iris-versicolor
+2,6.791970229202001,3.2023263757955633,5.722609286330272,2.3047223942856254,Iris-virginica
+3,6.164833952587862,2.9634885259981707,4.434889330049964,1.421621800565293,Iris-versicolor
+4,6.479898960037307,3.1490610968370727,5.145298429739824,2.014540952049474,Iris-virginica
+5,6.088059824182241,2.5967511065172477,5.505498126096496,1.4755316992806788,Iris-virginica
+6,6.656200675264991,3.13622852712829,4.715409928412266,1.5078061594672099,Iris-versicolor
+7,5.941563049461263,2.184265161300236,4.014187417136215,0.9956220287731535,Iris-versicolor
+8,4.300000519678901,3.2075590076212883,1.0895046834913997,0.10000044979558602,Iris-setosa
+9,5.0570053726797415,3.530789888490533,1.3761789782229794,0.2025220517382979,Iris-setosa
+10,5.404344400317358,2.433251470763217,3.6083379893662926,1.0161741002997662,Iris-versicolor
+11,6.278652999241217,2.7142070744922355,4.856599499639431,1.7782298454495908,Iris-virginica
+12,5.803499452512195,2.7060990049294427,5.066972438108017,1.9135941499703575,Iris-virginica
+13,5.5346984044584815,3.0,4.4788516976075,1.4779537966865774,Iris-versicolor
+14,5.4338953487733725,2.353399396803637,3.6326278614616556,0.8931061329572934,Iris-versicolor
+15,5.130927660662898,3.49312661063819,1.4044430253275644,0.19888495592191008,Iris-setosa
+16,5.645110285212841,2.933735612741843,3.9135768789338727,1.2845176523700563,Iris-versicolor
+17,6.224384157511618,2.7128362822677747,4.859694619431751,1.79157925096704,Iris-virginica
+18,5.690198226291211,2.8790761811490513,4.158811497143821,1.2760914070725091,Iris-versicolor
+19,4.3,3.2233004642108853,1.0910404474792428,0.1,Iris-setosa
+20,5.5548381823519115,2.436280164501465,3.734899857205081,1.0512077582566945,Iris-versicolor
+21,6.003226590642376,2.20428491524386,4.070099145803078,0.9728348502164081,Iris-versicolor
+22,5.274366784735491,3.614101266588969,1.4755969434344116,0.42368434189717974,Iris-setosa
+23,6.102618063330215,3.3367886636627992,5.989202078614305,2.5,Iris-virginica
+24,5.210256896131934,3.4555455134334427,1.396521205905502,0.20041877959256718,Iris-setosa
+25,5.469378432669295,2.524265678494493,3.958560332367468,1.3063355048275103,Iris-versicolor
+26,5.516803098480431,4.2,1.306873592331141,0.20825316184200884,Iris-setosa
+27,6.610683899277736,3.0,4.38599960947088,1.3906023841875967,Iris-versicolor
+28,4.624886184023069,3.109855402655015,1.4788468755263098,0.1944299659051098,Iris-setosa
+29,6.410363401417188,3.161173760659113,5.305765271037036,2.2290656979724486,Iris-virginica
+30,5.8910330111066616,2.720356483774563,5.073097527100124,1.918190199251401,Iris-virginica
+31,4.846821498798758,3.1174073828910243,1.486048697551237,0.10000013874799375,Iris-setosa
+32,4.3,3.211500813625406,1.086193989486765,0.1,Iris-setosa
+33,6.082247377591595,3.342004455181303,5.964757076763419,2.5,Iris-virginica
+34,6.07676266224518,3.3223765573847346,5.969616370132899,2.5,Iris-virginica
+35,5.702821336549152,2.8149627008284672,4.452315574537928,1.2766676938883599,Iris-versicolor
+36,6.3068327975860505,2.598331317923621,4.91856196153199,1.7727988720344852,Iris-virginica
+37,4.590492022752809,3.7120131607081315,1.000000434863485,0.19713547446619228,Iris-setosa
+38,4.560401290824895,3.7371032641864748,1.0,0.1998734483190572,Iris-setosa
+39,5.283228593270487,2.617574758598466,4.078017068944953,1.3994266342162567,Iris-versicolor
+40,5.499072249948896,2.4943211194916213,4.033642344496901,1.2928393543146453,Iris-versicolor
+41,5.667140091619236,2.840429612708678,3.93933457616713,1.2478112812157791,Iris-versicolor
+42,7.9,3.8115804396166655,6.313317774852693,2.0996247331577598,Iris-virginica
+43,6.389552036679334,3.2948648501837887,5.513165350503139,2.338961730113218,Iris-virginica
+44,7.899998521425261,3.65823733241623,6.436963819927135,2.155798302797659,Iris-virginica
+45,6.0089131121536,3.3961012712084533,4.542462506847478,1.6143556520089228,Iris-versicolor
+46,7.899997958439461,3.813655624766283,6.499791171691863,1.9959834669207437,Iris-virginica
+47,4.807315667206591,3.404311847088608,1.7654511921115033,0.20181756136356685,Iris-setosa
+48,5.48867770162799,2.474284918839765,4.0088394177062225,1.2860988394944557,Iris-versicolor
+49,5.5529732710595905,4.1999990970319345,1.3566117410223297,0.21275903074330996,Iris-setosa
+50,6.677914015082563,2.5031284844705466,5.794455070121091,1.780051260073816,Iris-virginica
+51,6.265880375228912,2.7297627239598707,4.820785702044043,1.7728968072812852,Iris-virginica
+52,4.594027010214495,3.650521351202835,1.0,0.19017111960792019,Iris-setosa
+53,6.112330690910948,3.351047584552313,5.855922617109453,2.5,Iris-virginica
+54,5.5191308658494735,2.4318436579706657,3.751788599010086,1.002258368719733,Iris-versicolor
+55,6.711937238842577,3.0,5.020521427026885,1.7150468495692748,Iris-versicolor
+56,5.840430513733578,2.813765948502517,4.509395597533829,1.3143268029908777,Iris-versicolor
+57,5.968079912805548,3.411120802377478,4.539294302661561,1.5975144357532396,Iris-versicolor
+58,6.14996996158847,3.318944557881433,5.961679126798174,2.5,Iris-virginica
+59,6.1887879992508825,3.389403295220579,5.41857986462999,2.2969858581273668,Iris-virginica
+60,6.183273338854289,3.3011260382465797,6.025158076145723,2.5,Iris-virginica
+61,5.474667911940396,2.43193693533399,3.768375607743565,1.0824369871095367,Iris-versicolor
+62,6.2770269316044605,2.713976191417506,4.851364800944328,1.7951360791484472,Iris-virginica
+63,5.772821635545716,2.698878988334752,5.097188850727303,1.8895392472044397,Iris-virginica
+64,6.269325063370854,3.396167313059638,5.559022989322109,2.4034911404389834,Iris-virginica
+65,4.927897351845557,2.0,3.3626821752905274,0.7520717585248373,Iris-versicolor
+66,5.174357237255479,3.4062572401960836,1.3957912266625554,0.19954158025650276,Iris-setosa
+67,6.096928070103986,3.3587874670246216,4.600226413295147,1.590207420908628,Iris-versicolor
+68,6.277354341976786,2.73880087317688,4.795639550286029,1.7608608904766208,Iris-virginica
+69,7.715533556015147,2.5600743257111978,6.9,2.2496038920493358,Iris-virginica
+70,4.786924580618802,3.401615737103494,1.70862835581871,0.20234276922278116,Iris-setosa
+71,5.990480633596752,3.359986565769398,6.1074293394217225,2.5,Iris-virginica
+72,4.806076573067984,3.402450885460025,1.998555877045182,0.20010178160375883,Iris-setosa
+73,5.969861021915501,2.2150384258439533,3.9976546851490675,1.0388920465468785,Iris-versicolor
+74,5.564730822902427,2.479112210664634,3.9257203792496185,1.1275658282499357,Iris-versicolor
+75,4.808555963354842,3.3987765906948626,1.8508148492759309,0.2019419944813355,Iris-setosa
+76,5.915670557696432,2.796067852178818,5.159325215333222,2.390341862202326,Iris-virginica
+77,5.240027132687155,3.402324741759412,1.4134098041377245,0.20770290669408015,Iris-setosa
+78,7.9,3.825103627896017,6.3964937724680455,2.056778418524077,Iris-virginica
+79,5.787938517091707,2.690386542434517,5.067575909115195,1.8611241118357726,Iris-virginica
+80,5.507417158835778,2.4833302667843435,3.818298255216209,1.126833018159226,Iris-versicolor
+81,6.563537659619969,3.0,4.396698636496533,1.406589203614698,Iris-versicolor
+82,7.899998790024633,3.8337284095419846,6.297790941046937,2.1035558907668213,Iris-virginica
+83,4.599341066747817,3.191733579796807,1.4083379750438905,0.2022729954977777,Iris-setosa
+84,5.4886519615464895,3.9773410596569043,1.2362622803838443,0.5297079826483926,Iris-setosa
+85,6.066704337129947,2.8071444456429084,4.672773746273436,1.2161093799078475,Iris-versicolor
+86,5.889437426432032,2.8714311964992194,4.496854878861668,1.4036797355446127,Iris-versicolor
+87,5.474759507006463,3.4093278895425305,1.5122888247284672,0.4507439355781634,Iris-setosa
+88,5.7719129824191615,2.700665755621474,5.098323368146299,1.9513367558930326,Iris-virginica
+89,4.671981214256003,3.623241810117041,1.00000068601238,0.20019606944975987,Iris-setosa
+90,6.0047565702878885,3.397250057907902,4.48474830107016,1.5918810822546496,Iris-versicolor
+91,4.532847315845094,3.1780926380268304,1.4071389701303367,0.2001860279775554,Iris-setosa
+92,5.48899640069409,4.2,1.3727561503861059,0.19697974225790887,Iris-setosa
+93,5.68904514517969,3.0,4.272438978204171,1.218910278898585,Iris-versicolor
+94,6.55032253280002,3.0,5.860152312273011,2.215649701232692,Iris-virginica
+95,4.989964849442762,2.000001528862557,3.6195515759820514,1.075055237158607,Iris-versicolor
+96,6.525826014572539,2.4666991155223332,5.379368315481986,1.8364297315381166,Iris-virginica
+97,5.719675997034106,2.8103145191188696,4.414578026204723,1.311139872206007,Iris-versicolor
+98,5.020122647615031,2.0000004946058847,3.546825938055953,0.6685864738276328,Iris-versicolor
+99,5.5255324891176825,4.2,1.327160576019368,0.20728574228214366,Iris-setosa
+100,5.7848154304317125,2.675990637931328,5.079124778947046,1.8947669573070098,Iris-virginica
+101,5.5848702731925375,2.465150673049634,3.868212725777535,1.1147986141316308,Iris-versicolor
+102,4.974662922910634,2.000001008776319,3.4972231505472804,0.8604441539966909,Iris-versicolor
+103,4.994199851004713,3.0,1.6419490161379573,0.19808198703145524,Iris-setosa
+104,4.922672886680609,3.133736478143078,1.4649887636157954,0.1,Iris-setosa
+105,6.708149337860137,3.0,4.98785163308252,1.6935779914199955,Iris-versicolor
+106,6.030603597592635,2.833552745769695,4.647601743202161,1.2065728052807196,Iris-versicolor
+107,5.9062793420619295,3.23284768774748,4.772669464764478,1.7605282771991904,Iris-versicolor
+108,6.629858376520928,3.0,4.427866349531706,1.4078669439988443,Iris-versicolor
+109,6.096480376991783,2.800777467200884,4.685170947790119,1.2279843768601855,Iris-versicolor
+110,7.118838595872239,3.1978284971143767,6.0075192199227825,1.8360615532355458,Iris-virginica
+111,5.6489136618103215,2.797697057559514,4.479629667509908,1.3083864039924897,Iris-versicolor
+112,6.056795453191958,3.3488333878480727,5.973854019069213,2.5,Iris-virginica
+113,6.223474331978847,3.404529352957752,5.6004458172355625,2.3736911134221557,Iris-virginica
+114,5.50433455130046,4.2,1.3723911669919278,0.20529151038127372,Iris-setosa
+115,5.425805039420194,3.406696948055553,1.5163346621690355,0.4624621659251217,Iris-setosa
+116,5.228257329105386,2.696384839979764,4.009337927738967,1.4010351174808127,Iris-versicolor
+117,7.757092656960603,2.549709135160127,6.9,2.297950139853898,Iris-virginica
+118,5.19456257171831,2.7392610639470396,3.947397547891265,1.4163852464206743,Iris-versicolor
+119,5.064417470510707,2.0000006072878267,3.3729257135006083,0.9826444180995704,Iris-versicolor

iris/tab_ddpm/0/16/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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/0/16/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
+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/0/16/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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/0/17/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,4.992946781271966,2.0000008871633175,3.5687947454864974,1.0234421869546222,Iris-versicolor
+1,6.675579222648293,3.1033783015237515,4.712350974090828,1.4855624211867884,Iris-versicolor
+2,4.825195007573971,3.4030080939101994,1.689046499897485,0.2085286201236358,Iris-setosa
+3,5.185056443411309,3.4431037874910326,1.4191284350968574,0.20516888490659824,Iris-setosa
+4,7.732747193297288,2.562957875707015,6.9,2.312143538033626,Iris-virginica
+5,4.601065263232304,3.662436693748427,1.000001091017683,0.1958569732943156,Iris-setosa
+6,5.543275266440105,2.4296129547478205,3.730271603683066,1.0054430257716154,Iris-versicolor
+7,5.744384020925105,2.7051378225517526,5.098007030809461,1.9300511763745996,Iris-virginica
+8,5.015392895274787,3.394885752920723,1.65011128642457,0.40317460640053354,Iris-setosa
+9,6.337963048374478,2.5969783179807706,4.963293876059254,1.8031426216431927,Iris-virginica
+10,6.16079181722287,3.3279928745774647,5.935070291360977,2.5,Iris-virginica
+11,6.513843216325824,3.0,5.8833195911799425,2.204583295695701,Iris-virginica
+12,5.9406387329528645,3.197948202320745,4.793695477771232,1.7457652982456748,Iris-versicolor
+13,7.721942661261115,2.5474081205544414,6.899998766558596,2.2167688537632806,Iris-virginica
+14,7.100381249826051,3.2149923285612627,5.933580986341639,1.829737196235781,Iris-virginica
+15,4.570835452466591,3.1885313435059888,1.4426835654477193,0.2011567716488882,Iris-setosa
+16,7.8999973248090125,3.7828688617298316,6.423323509830489,2.0720313329770335,Iris-virginica
+17,7.668519743300673,3.0,6.049352251303822,2.311776326154407,Iris-virginica
+18,4.611852691127026,3.7108431823586887,1.0000004663312307,0.20057785636082312,Iris-setosa
+19,5.225927424683151,2.72819805168354,3.961943436836819,1.4130868483673198,Iris-versicolor
+20,6.198524371080246,3.3404740153734593,5.804018161936954,2.5,Iris-virginica
+21,6.162306194116839,3.346036994920506,6.000833522177721,2.5,Iris-virginica
+22,5.1060591732760745,3.4049263241399914,1.5572514957510681,0.45376315600902817,Iris-setosa
+23,4.601004346241495,3.7129935352267904,1.0000004894114087,0.19984246200307332,Iris-setosa
+24,5.510639531685174,4.199999162526137,1.3559102636871843,0.20856226125200159,Iris-setosa
+25,6.114741848737013,3.354407104093035,5.992618669024631,2.5,Iris-virginica
+26,5.024262514178177,3.515352807916741,1.4079842829881737,0.20322826243154216,Iris-setosa
+27,5.190605761344528,3.4013145308226136,1.4115393755129695,0.20000480420529873,Iris-setosa
+28,5.958727563130502,3.4038588765886595,4.464746263860502,1.5745005987329839,Iris-versicolor
+29,5.757707273888011,2.8036033303242833,4.53824580432223,1.3205703136676559,Iris-versicolor
+30,4.62330113371,3.706232826598935,1.000000647542647,0.1978457412229193,Iris-setosa
+31,6.644341325621649,3.0,4.99086656768626,1.6719186540228892,Iris-versicolor
+32,5.208413197124678,3.4039873855869605,1.409185057643969,0.20213181356074228,Iris-setosa
+33,5.770899245780491,2.9323795430212503,4.264335821765515,1.350851308174948,Iris-versicolor
+34,4.603629144088603,3.204388131461888,1.4015673148115086,0.199571287147485,Iris-setosa
+35,5.542945516618756,3.0,4.536678784037795,1.4912201399021223,Iris-versicolor
+36,4.873482575389904,3.097319121049452,1.4612723115141144,0.1,Iris-setosa
+37,6.705005817461759,3.1168000945150345,4.681175334820762,1.505637311989245,Iris-versicolor
+38,6.173370756476165,3.3326353029958486,4.602559398935228,1.5822437877695055,Iris-versicolor
+39,5.651619784521727,3.0,4.51531301588024,1.5029855882982615,Iris-versicolor
+40,6.848086651922411,3.2075301010313555,5.717496013670657,2.302821198177234,Iris-virginica
+41,5.0796525970846345,3.2803701775171312,1.7690879813412577,0.3938805836628908,Iris-setosa
+42,7.758927991084715,2.5280846357978413,6.9,2.3139511537808217,Iris-virginica
+43,5.037726957582577,3.609423368980564,1.3963997323257107,0.20282217250472095,Iris-setosa
+44,4.928557734397176,3.0,1.5493589619042158,0.2120673152008041,Iris-setosa
+45,7.590334072304183,3.0,6.607266865524354,2.0641922208074006,Iris-virginica
+46,4.771351294073853,3.4054339118442747,1.5826854657615497,0.1996660801212588,Iris-setosa
+47,6.115958444074814,2.240001846347286,4.37173507265131,1.3802971040805443,Iris-versicolor
+48,4.862038620008466,3.0843781982765965,1.4710347624337232,0.1,Iris-setosa
+49,4.607281523849036,3.6547134833583788,1.0000005002526138,0.19743669726908522,Iris-setosa
+50,6.318495926869854,3.2944628625543317,4.661346091003326,1.5972311604082454,Iris-versicolor
+51,7.701152535897692,2.5345913017540496,6.899998676653548,2.294925469640739,Iris-virginica
+52,5.32699884700621,2.4343578517143087,3.585335483986544,1.0172725483199,Iris-versicolor
+53,5.697463417765604,2.5474790374569185,3.921000316952957,0.9538893818181104,Iris-versicolor
+54,5.507401069540892,4.2,1.3820148665187584,0.20345487333565523,Iris-setosa
+55,4.997300731750249,2.0,3.5851646625925806,1.0040376716033381,Iris-versicolor
+56,5.557604573078899,4.2,1.3492699902791068,0.2180221275718814,Iris-setosa
+57,5.049443596518702,3.5729045768075087,1.4058760133228172,0.1992440088512087,Iris-setosa
+58,5.572645201703955,3.0,4.498085800085434,1.456346466588545,Iris-versicolor
+59,6.498508407485866,2.8072984331181345,4.586934973619704,1.5067442567708538,Iris-versicolor
+60,6.070304376116267,2.9107664219943894,4.540176228600177,1.5159642636707096,Iris-versicolor
+61,5.963959408590877,2.8920470188151133,4.506008834706773,1.4343216640505265,Iris-versicolor
+62,5.452701480410805,2.5258797897355376,3.9633808070623764,1.2735969235680773,Iris-versicolor
+63,6.638596642061463,3.157843310805637,4.697456931691851,1.514211892780172,Iris-versicolor
+64,4.785606299022297,3.0,1.3954070476007268,0.35265421674879743,Iris-setosa
+65,5.721099661604848,3.7931754018753088,1.5953439765973092,0.3469815956187262,Iris-setosa
+66,6.005222835226029,2.182101446855243,3.9769353868151893,1.020493086538334,Iris-versicolor
+67,4.61526280104453,3.7367904647377967,1.0000006123863536,0.19566044291731632,Iris-setosa
+68,6.848816824301228,3.1951128874921078,5.461604394404746,2.3071203882922333,Iris-virginica
+69,4.3,3.2171806312370053,1.0934762115007817,0.10000032966192372,Iris-setosa
+70,7.712047494005555,2.5550038708216283,6.9,2.2959787918935173,Iris-virginica
+71,5.490722968945173,3.931103630398001,1.2801409866042077,0.5061422295058539,Iris-setosa
+72,6.37101467066716,3.187034994941879,5.459430332663391,2.300015024504009,Iris-virginica
+73,5.9578550202555265,3.3876974773438313,4.496162439515493,1.577343997932947,Iris-versicolor
+74,5.001828268051171,2.0,3.4770493247661762,1.023595792601544,Iris-versicolor
+75,6.024558028746129,2.209165001280046,4.008268085877636,0.8794447277292385,Iris-versicolor
+76,4.6739130356710765,3.0901577944656498,1.502875367027129,0.197031849809705,Iris-setosa
+77,4.420494545219101,2.9103991979555603,1.4156326492861462,0.20142295256153536,Iris-setosa
+78,7.89999869852882,3.8196492646207254,6.368957153613957,2.006255401503698,Iris-virginica
+79,5.566754433463176,3.0,4.45560890334064,1.483819515674246,Iris-versicolor
+80,6.164776962471562,3.3356072204381237,5.902246921791168,2.5,Iris-virginica
+81,5.505156683779821,3.0,4.530913714067326,1.5158723983850424,Iris-versicolor
+82,6.087961877392417,3.3230579862007956,5.804314812054698,2.5,Iris-virginica
+83,6.000395445647234,3.392196048418364,4.553065987064372,1.6035404657369945,Iris-versicolor
+84,5.103647251809774,3.2943114970709995,1.6972853033398656,0.45641486464125963,Iris-setosa
+85,5.997184916687414,2.2040827227599538,5.0288661600047595,1.5362086157662052,Iris-virginica
+86,5.427430303704238,3.0,4.469751740631595,1.5097526993348247,Iris-versicolor
+87,6.080874954205949,2.9166056216394014,4.687459520586878,1.4054594937589637,Iris-versicolor
+88,7.9,3.7700137403512066,6.4803733651771385,2.089772401211203,Iris-virginica
+89,7.71130215304763,2.8464116830423234,6.667812514898716,2.00885504976718,Iris-virginica
+90,4.4025570875474855,3.220346360781064,1.3254107744819028,0.2015829347300724,Iris-setosa
+91,4.808836996044242,3.396745940982173,1.765264710447453,0.19866310899218037,Iris-setosa
+92,5.699306863051025,2.889717421824438,4.2505788495697265,1.3016942942990435,Iris-versicolor
+93,6.2602649718367855,2.7020117514992044,4.840404267429945,1.7957140026250256,Iris-virginica
+94,4.986747703601809,3.0,1.5923967580379415,0.20086094401538296,Iris-setosa
+95,4.795062569681043,3.4071131049876437,1.641231450018247,0.20218790730550865,Iris-setosa
+96,6.397067575893864,2.558380637866356,4.927621412033283,1.822004414066612,Iris-virginica
+97,6.081462437709579,2.8539605654058833,4.679873706700125,1.345249827899871,Iris-versicolor
+98,5.497994803238666,2.4877598723923815,4.000892458609257,1.3044851285296513,Iris-versicolor
+99,7.730224399500845,2.52926797123248,6.899998981625773,2.291369822259263,Iris-virginica
+100,5.758741395968804,2.816515659653478,5.164167558732078,2.40708820763152,Iris-virginica
+101,6.131373279604607,2.5858703058721013,5.605590450340812,1.3948629273399138,Iris-virginica
+102,5.539249414810178,4.199998608840764,1.329297658313968,0.21447506443788567,Iris-setosa
+103,7.716506102099407,2.798758923743855,6.693056042485976,2.01453017910587,Iris-virginica
+104,6.332417293588962,3.3800079637050393,5.5879065352825945,2.380447569746519,Iris-virginica
+105,6.165556666711178,3.32586642002908,5.779799221209513,2.4999997377903314,Iris-virginica
+106,5.5255561457541145,3.0,4.520103531920209,1.5254207996179212,Iris-versicolor
+107,7.717364725226535,2.5639297537567765,6.899998827518621,2.3067680006319105,Iris-virginica
+108,5.573857555654786,3.0,4.542396478945578,1.4979196810800968,Iris-versicolor
+109,4.954977423638465,2.0,3.486796538180103,1.0230116250984989,Iris-versicolor
+110,5.98649215614395,2.179508910693812,5.00943897681071,1.4977911078142567,Iris-virginica
+111,4.38996329949268,3.2170930351536926,1.2960179273249153,0.1981022082135409,Iris-setosa
+112,7.71166726892163,2.5511402708206794,6.899998957706601,2.3040545113828794,Iris-virginica
+113,5.7952790536085805,3.1923999455728747,4.753356349551131,1.750786093036154,Iris-versicolor
+114,6.0760968827059445,3.3514510233283485,4.643002332376762,1.6234910846681256,Iris-versicolor
+115,5.4225434649435655,3.4073419957063824,1.5192147786393473,0.4382129984328344,Iris-setosa
+116,5.7872115871582,2.6937184634973317,5.085293351098907,1.8830034078120919,Iris-virginica
+117,5.010349218928381,2.0000009238579124,3.2906082482668144,1.0146524665955408,Iris-versicolor
+118,7.745487221623314,2.534271509846009,6.9,2.3142840944486016,Iris-virginica
+119,6.001213274597407,3.405558417718133,4.488401889833419,1.579800035500479,Iris-versicolor

iris/tab_ddpm/0/17/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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/0/17/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
+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/0/17/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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/0/18/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,7.9,3.760668005240565,6.343185636088521,2.0841474397472437,Iris-virginica
+1,5.522115022569328,4.2,1.3378094910483918,0.20392830213308563,Iris-setosa
+2,5.2262668058236414,2.7159304859690527,4.020613493805072,1.3891874248775231,Iris-versicolor
+3,6.715357881251646,3.100286371988067,4.687371530065521,1.4676334820420496,Iris-versicolor
+4,4.96651940178243,2.000000596888835,3.413770154555838,1.0173960899942214,Iris-versicolor
+5,4.606283923808633,3.174331997135872,1.381874281279213,0.2032651828995877,Iris-setosa
+6,5.680261291092976,3.857595916918334,1.5690167702836353,0.32300709246209197,Iris-setosa
+7,4.6125551921479815,3.664885729876731,1.0000006156335246,0.19618658172684922,Iris-setosa
+8,5.084894404824015,3.525112453569878,1.4063092953329224,0.19979332601358374,Iris-setosa
+9,6.1713879208428635,3.335093380034478,5.9896548938479,2.5,Iris-virginica
+10,6.94400149657558,3.2091926504749133,5.743076590472053,2.305696050472793,Iris-virginica
+11,5.192576943229972,3.3998572344844553,1.4023827953580605,0.20494511076836175,Iris-setosa
+12,7.657981363301385,3.0,5.996558264883688,2.2927636930022754,Iris-virginica
+13,5.681168614182162,3.0,4.243336558604237,1.235630327833216,Iris-versicolor
+14,6.003941859408686,2.1876059172876063,4.007314189721389,1.0353940391322818,Iris-versicolor
+15,5.777367047950645,2.717075984435407,5.099448414255301,2.010114894840299,Iris-virginica
+16,7.705802591048737,2.822071767009889,6.7003844746106935,1.9699983035746058,Iris-virginica
+17,6.39353117396,2.754395229944706,4.509585639718724,1.4638647634875945,Iris-versicolor
+18,6.496801081448713,3.2090149459273953,5.364249233890311,2.2793298490824707,Iris-virginica
+19,7.9,3.7139553474265683,6.373299524345871,2.175587716302675,Iris-virginica
+20,6.284601735428995,2.443868219120799,4.945276509871404,1.8770193707578957,Iris-virginica
+21,6.143070493693573,3.3426668298662956,5.95515324042325,2.5,Iris-virginica
+22,6.155422753306388,3.318397441495674,5.924917937666236,2.5,Iris-virginica
+23,5.487529228453218,3.9452442489760866,1.2570410494628497,0.4562633723918118,Iris-setosa
+24,5.543430997996618,2.4466301267948096,3.7842043426737115,1.0065298519514003,Iris-versicolor
+25,5.0086879821803265,2.0000007764848333,3.3871029739611944,0.9909829495202283,Iris-versicolor
+26,4.8491679541570125,3.403541652412135,1.5361463487409235,0.2013992992453691,Iris-setosa
+27,4.804071068800792,3.4031209048036772,1.7844386839670363,0.20115391287994286,Iris-setosa
+28,6.063933880472699,3.3421095329528185,5.936500181359631,2.5,Iris-virginica
+29,7.9,3.873611655733329,6.424860514220353,2.1133811344349986,Iris-virginica
+30,6.318516062879579,3.397550957155329,5.546896450436317,2.3773788024799285,Iris-virginica
+31,6.11292809963642,3.337473787882061,6.050587706246897,2.5,Iris-virginica
+32,6.017705368933201,3.3927351935190377,4.530635479897477,1.6135695986223952,Iris-versicolor
+33,6.235244125729939,2.2045610184983198,4.518574913458704,1.5103960720661644,Iris-versicolor
+34,5.6920759327177155,3.0,4.233827210850457,1.2230600519426735,Iris-versicolor
+35,5.557233066492768,2.4959688573344856,3.990178353161298,1.1657808078473477,Iris-versicolor
+36,7.8999988868897315,3.815952344253863,6.326188645558406,2.1502023829312837,Iris-virginica
+37,6.729065601319084,3.076644367096661,4.785483510347481,1.5304549983846538,Iris-versicolor
+38,4.793007062350926,3.400876692917777,1.8701543435212125,0.20160800724268843,Iris-setosa
+39,5.387069807024981,3.0,4.4631208176985515,1.4751702614976887,Iris-versicolor
+40,4.608640637045451,3.149317752482457,1.4810400598587599,0.200991436096264,Iris-setosa
+41,5.803071025769814,2.692263864295108,5.130329030909959,1.92452027573248,Iris-virginica
+42,6.3301794599789005,3.3940763839179384,5.588573120357695,2.3898012315251056,Iris-virginica
+43,4.630543254701794,3.2211868727763004,1.4030143044109866,0.19792900538387898,Iris-setosa
+44,6.864290856985815,3.2180392291104405,5.853035757079091,2.1787037541475236,Iris-virginica
+45,4.789303128026745,3.401123165236582,1.7627565868869357,0.19887316265343236,Iris-setosa
+46,5.709723512990986,2.8717879312649623,4.3051626826174605,1.214409246041637,Iris-versicolor
+47,4.77310492649784,3.0,1.4034385815458321,0.27543404209799704,Iris-setosa
+48,4.608180164523299,3.1226538544789704,1.506449861295152,0.20066415347033978,Iris-setosa
+49,6.1815213875113395,3.334404143322375,4.643670789283521,1.611454344828056,Iris-versicolor
+50,6.230630665359622,2.2131816548669336,4.503859876043908,1.4609187642738857,Iris-versicolor
+51,4.612256719695551,3.060611701875469,1.5127727491238268,0.19856341276294742,Iris-setosa
+52,4.643395738380532,3.666813268522214,1.0000007807136684,0.20031669876177194,Iris-setosa
+53,4.629808020614447,3.679076212283144,1.0,0.20281110038099526,Iris-setosa
+54,4.923913738386,2.0000005952609983,3.2867401834944054,1.0144363945037593,Iris-versicolor
+55,5.657967697343895,3.0,4.139789495616394,1.2513924367477545,Iris-versicolor
+56,6.771491481002221,2.7856913181643477,4.726476791638679,1.4160446509417535,Iris-versicolor
+57,5.692220891069145,2.8904930733757794,4.095338694506534,1.3027058322186555,Iris-versicolor
+58,4.606734218743868,3.733994042528485,1.0000003764003647,0.1970707876890411,Iris-setosa
+59,4.829124443889972,3.092120462189392,1.4615477254713487,0.10000009025032246,Iris-setosa
+60,6.801087932628847,2.8102255890316656,4.804889618073584,1.4056561224428348,Iris-versicolor
+61,6.0384353156075,2.8593182942635473,4.6374051742903895,1.3340504866924456,Iris-versicolor
+62,5.240194107910966,3.4026267782725705,1.3969850604743195,0.19976853033852304,Iris-setosa
+63,7.728696730492289,2.5532260769862836,6.9,2.296618977169024,Iris-virginica
+64,6.017725341895268,2.1973443569072972,4.037375329149734,1.0216921843918676,Iris-versicolor
+65,4.3,3.0038562302893386,1.090242947874606,0.10000009009098287,Iris-setosa
+66,4.405211284978855,2.9261207663560755,1.4031910182423195,0.20094635497722957,Iris-setosa
+67,6.552830317841568,2.9022502748728867,4.548033674319134,1.4731888435908504,Iris-versicolor
+68,6.15965050612366,3.307327293303033,5.99679548315368,2.5,Iris-virginica
+69,5.4454376621064515,3.930356428994308,1.2868216604472797,0.4720864723803504,Iris-setosa
+70,6.616237865039121,2.506897362175356,5.478050272907792,1.8189606926804924,Iris-virginica
+71,6.713574235871212,3.0,5.004618580646115,1.719291303161214,Iris-versicolor
+72,6.662058275455715,2.4804649405867107,5.785476714884296,1.7446645158359013,Iris-virginica
+73,6.388782389230619,2.8621886796259224,4.652137619063539,1.4762088880142599,Iris-versicolor
+74,5.769851707384035,2.707953263345549,5.088059657162578,1.9201488594321134,Iris-virginica
+75,6.120045401010328,3.330557058746299,6.0930560061125325,2.4999998135590964,Iris-virginica
+76,6.895130914061057,3.200511784811563,5.700537115217513,2.2937963295885195,Iris-virginica
+77,6.148656194208723,3.32393963722673,5.987396209285653,2.5,Iris-virginica
+78,5.496344619185239,4.199999283182063,1.3002537952463415,0.20684322784444628,Iris-setosa
+79,7.70082065880807,2.5239369237937272,6.89999841267894,2.2463105964970485,Iris-virginica
+80,6.015072359659214,2.2029578290398835,4.065416061141865,0.9465478394487901,Iris-versicolor
+81,4.300000596777501,3.139989303599613,1.0695411636136354,0.10000017381951413,Iris-setosa
+82,6.212521121060999,2.7506162865647004,4.826683950603783,1.8198298974446243,Iris-virginica
+83,6.284602330271737,2.4905165003240866,5.0299205370765865,1.90427755684098,Iris-virginica
+84,5.4707638704977,2.5095197350278013,4.012701799045534,1.3132367689931457,Iris-versicolor
+85,5.637077781256326,2.8333514928919996,4.47303018656622,1.3156562412123551,Iris-versicolor
+86,4.651349617039768,3.802079204444855,1.0,0.18496178238620437,Iris-setosa
+87,7.68530728847125,2.5481778438216365,6.8999987051110185,2.302661299012,Iris-virginica
+88,6.203605793418127,3.3249964701880597,6.1303965736021,2.5,Iris-virginica
+89,4.811012754858264,3.0,1.439665080510757,0.1000000943747678,Iris-setosa
+90,5.5817539451494556,2.4851925503495633,3.884023091204286,1.1101892303362513,Iris-versicolor
+91,4.956551850698734,2.000000459689221,3.4861908799381487,1.0279981371786755,Iris-versicolor
+92,5.11887658109421,3.43264759693047,1.4051479935996138,0.19869820031824342,Iris-setosa
+93,4.300000456294943,3.097490236414142,1.0898558543365195,0.1,Iris-setosa
+94,5.6145539666360476,3.0,4.499006581871149,1.4740241577028197,Iris-versicolor
+95,5.36527195708346,2.5956856252831884,3.9958846807495223,1.338656055859903,Iris-versicolor
+96,5.794988481209406,2.689026302984375,4.134387700247998,0.9493568386335345,Iris-versicolor
+97,4.81844894787989,3.0,1.3944365507827612,0.10000011318319255,Iris-setosa
+98,5.017182484300117,2.0000013293964054,3.5100537668800005,0.9642719671660085,Iris-versicolor
+99,4.385907705987625,2.881680783471627,1.3774264231305562,0.19210345120547434,Iris-setosa
+100,4.3,3.2226737993853845,1.0855228914202506,0.10000011101864863,Iris-setosa
+101,6.023417292565661,2.2331219249046037,4.958706545088807,1.5241821542773824,Iris-virginica
+102,6.187784811287796,2.7336975766016165,4.790809258413916,1.7853979988149304,Iris-virginica
+103,5.751319999597346,2.6914415325349736,5.099282843103245,1.9274635551982229,Iris-virginica
+104,6.108112516970453,3.3297626296131257,5.95395525761245,2.5,Iris-virginica
+105,5.7715473817650915,2.6678092451142525,4.113570049583743,0.960159994224961,Iris-versicolor
+106,5.681525020973973,3.0,4.227914396881913,1.2121466680040325,Iris-versicolor
+107,6.114123038861379,3.3485114879800806,6.020578475367461,2.5,Iris-virginica
+108,5.454479867269362,3.9337147234016774,1.3050304911777548,0.4694498646621348,Iris-setosa
+109,7.9,3.802564715633526,6.434278569128688,2.1698809709332796,Iris-virginica
+110,4.3,3.1211610816943915,1.089794885452266,0.1,Iris-setosa
+111,6.147720401129574,3.320685456213962,6.047518823067053,2.5,Iris-virginica
+112,4.843168222638199,3.0,1.4203061663804857,0.10000071756272386,Iris-setosa
+113,5.758720707649767,2.708080708745807,5.079240621615196,1.9252054646185484,Iris-virginica
+114,6.681381901082791,2.449451223793136,5.689674794439797,1.7704557798898033,Iris-virginica
+115,5.795645634428699,2.6951225156535012,5.098579696350214,1.9058702085796695,Iris-virginica
+116,5.858340635775356,2.6874557384288233,4.212294604264563,0.9964957728971475,Iris-versicolor
+117,4.452369458646676,3.1760831194213934,1.3768369811608925,0.20087187695688277,Iris-setosa
+118,7.7019055429818515,2.5238888744119232,6.9,2.3006004440910783,Iris-virginica
+119,5.063630390336461,3.4577101933105556,1.3909861174645042,0.19729957291595313,Iris-setosa

iris/tab_ddpm/0/18/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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/0/18/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
+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/0/18/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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/0/19/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.161730311176552,3.3426683866746996,5.985106758301621,2.5,Iris-virginica
+1,4.601936128695485,3.730513474423114,1.0,0.2004953284817994,Iris-setosa
+2,7.9,3.761990275445152,6.373317226495182,2.018709363633421,Iris-virginica
+3,6.3930216443925625,3.198110751501516,5.333472944053713,2.276046343126215,Iris-virginica
+4,7.899997327986404,3.8026595578940694,6.376903383837541,2.1131685148368624,Iris-virginica
+5,6.148709705796163,3.337579870737756,5.973900148128426,2.5,Iris-virginica
+6,4.595951967316878,3.1288194031650876,1.4942424085969135,0.20167424304727719,Iris-setosa
+7,6.289900067757675,2.6918289670825803,4.875828537833361,1.7947800406685182,Iris-virginica
+8,6.787091041170625,2.7922151592649715,4.806842230260626,1.4102858607624718,Iris-versicolor
+9,6.150075031220117,3.3208088827223383,6.076628978838624,2.5,Iris-virginica
+10,4.3,3.088644677724769,1.111793883385032,0.10000009606749401,Iris-setosa
+11,5.9959712919876225,3.4026804167368168,4.474421037528683,1.6109630664680925,Iris-versicolor
+12,5.524059609733201,2.515250915612844,4.017199771026878,1.3173486403210033,Iris-versicolor
+13,6.72944951707312,3.0,4.998506592287098,1.672148564998198,Iris-versicolor
+14,6.163668902532021,3.3360721899382946,6.088870101281493,2.5,Iris-virginica
+15,5.353350807568199,3.7875757252681272,1.3283989312847624,0.2537033235237998,Iris-setosa
+16,6.096195518212077,2.9005531554085713,4.657472805197292,1.4159037819817375,Iris-versicolor
+17,5.7343153658076,2.6835654685442947,5.073001879006526,1.9234383838471611,Iris-virginica
+18,6.600700920911193,3.0,4.4234838124725595,1.3835483867284655,Iris-versicolor
+19,5.83253471343646,2.688978599181193,5.08651495008566,1.8957921728713,Iris-virginica
+20,5.73738673983597,2.705754033464201,5.101558041400054,1.9018595906812688,Iris-virginica
+21,6.084181905454054,2.5792613930787947,5.602151672484126,1.3932372359618403,Iris-virginica
+22,5.551071690019089,4.199999226247945,1.3964106572252863,0.20930464674801533,Iris-setosa
+23,4.60656618455367,3.2007339817789475,1.401677576914866,0.19824143424633878,Iris-setosa
+24,6.678378183048134,2.495319974094226,5.785209147133503,1.7687014007425836,Iris-virginica
+25,7.699034244123302,2.8897913568223226,6.5706590965929585,2.047427285580983,Iris-virginica
+26,7.899998208385669,3.7969207136964305,6.367591205134806,2.1035716262884367,Iris-virginica
+27,5.742799991421548,2.877135449057603,4.33258267874719,1.2845382913364385,Iris-versicolor
+28,5.5816070160103255,2.44531856417267,3.786613654762767,1.036964304884984,Iris-versicolor
+29,6.142780523132131,3.3433497521934634,6.022039100994066,2.5,Iris-virginica
+30,6.074249334523658,3.3443064113318477,5.812806139281668,2.5,Iris-virginica
+31,7.660730553189783,2.562779951297946,6.899998780078505,2.256696994731056,Iris-virginica
+32,7.720878339686021,2.5608825344010113,6.899998605000099,2.2747694855795473,Iris-virginica
+33,4.6087281576415995,3.6765708147378655,1.0,0.19590440996078543,Iris-setosa
+34,7.732720130169479,2.562552356695828,6.899998891648366,2.291439177852591,Iris-virginica
+35,4.949320763739635,2.0000004875968647,3.067706912494118,0.9177372581816369,Iris-versicolor
+36,6.161767483903965,3.330706156843729,5.960200048422534,2.5,Iris-virginica
+37,4.58144148766675,3.6627805041998673,1.0,0.19376902112383743,Iris-setosa
+38,6.422034030354263,3.2019652979006854,5.369201100905422,2.299360786271317,Iris-virginica
+39,5.529183448011234,4.2,1.3446659645593042,0.20766408497197472,Iris-setosa
+40,5.466111082419458,2.551285622650174,4.105448405718145,1.346965583279207,Iris-versicolor
+41,6.382793562392055,3.185979806955321,5.426362378978906,2.293592262936498,Iris-virginica
+42,5.5286163281742375,4.2,1.3627231438901646,0.20920222665459443,Iris-setosa
+43,6.025320724097943,3.3910475564805824,4.546111613644919,1.6156707841235016,Iris-versicolor
+44,5.961840254740675,3.2624273622639253,4.7639037669767665,1.7622739166366348,Iris-versicolor
+45,4.885213769125122,3.1144433795051083,1.4807230891904262,0.10000009517597075,Iris-setosa
+46,5.114681404826764,3.3115924159349177,1.88068984675503,0.44101598461184327,Iris-setosa
+47,5.225465171389871,3.4066747686005026,1.3998841267023368,0.19875879046800976,Iris-setosa
+48,4.619733669698097,3.1810610501711998,1.426341147902376,0.20219036058085876,Iris-setosa
+49,5.836902407924307,2.726844834779583,4.174887413726463,1.033765727999798,Iris-versicolor
+50,6.312218512055262,2.513692563508658,4.959431210063534,2.016828648786448,Iris-virginica
+51,6.3405913954375315,2.4869187965593804,4.953072228513131,1.877278944223714,Iris-virginica
+52,5.418462432309307,3.391959477102938,1.5161855341970056,0.44873591945508956,Iris-setosa
+53,5.8331927500855025,3.2188189600129937,4.775840784283939,1.7814587435422449,Iris-versicolor
+54,4.969777744188472,2.0,3.6498874837170256,0.9540718842585846,Iris-versicolor
+55,6.303810241518405,2.4841198777819686,4.9838498600843675,1.8811612861409983,Iris-virginica
+56,4.405861111240546,3.1441903428510227,1.3197304373729077,0.2008565795719695,Iris-setosa
+57,5.620311900941909,3.0,4.499227696715605,1.4749672806697693,Iris-versicolor
+58,5.513646176702403,2.498021681131842,4.04238459261446,1.3171922279862645,Iris-versicolor
+59,5.49078988994837,4.19999886330825,1.3756289225944585,0.20157038783488798,Iris-setosa
+60,5.809367604859026,2.6864875909220163,4.154533492656395,1.0005064329825752,Iris-versicolor
+61,7.9,3.8241268550026515,6.420131548102641,2.150867308950539,Iris-virginica
+62,6.079677317597152,3.3796112593921728,4.605835463900002,1.6202685716453005,Iris-versicolor
+63,5.137715341494028,3.405854112579702,1.3900825786793582,0.1985287571876274,Iris-setosa
+64,7.749404228000479,2.525479684331751,6.9,2.2995702597970364,Iris-virginica
+65,7.711375455923135,2.993641732073356,6.156522668958459,2.2867873438819695,Iris-virginica
+66,5.129252870170209,2.4543782316453457,3.162863249315714,1.0563242368187737,Iris-versicolor
+67,4.755848047780105,3.0,1.3788009457698271,0.1,Iris-setosa
+68,4.9448688890249,2.0,3.5078046399377554,1.0539247252082349,Iris-versicolor
+69,5.712884143063517,2.822206112448909,4.492715176353774,1.3467186002736282,Iris-versicolor
+70,6.438020027768171,3.207045186565358,5.2838452116693615,2.288888385843199,Iris-virginica
+71,6.2920859264646625,2.4030925862467716,4.954836014348692,1.9112882083735871,Iris-virginica
+72,5.985461159889927,3.4047267140164394,4.526647084331125,1.6072572484319798,Iris-versicolor
+73,7.62190565563781,3.0,6.6116071481131895,2.089722847241405,Iris-virginica
+74,6.7061838644314,2.4765883142717855,5.708824717899246,1.7996944561544592,Iris-virginica
+75,5.322038403928207,2.4401337344713916,3.6165069298040597,1.044647549696409,Iris-versicolor
+76,5.700607703311144,3.0,4.248888342163201,1.217796605882942,Iris-versicolor
+77,6.6832462276885005,2.4512819756378494,5.716858086717269,1.7650684171401334,Iris-virginica
+78,5.64307603010668,3.0,4.260605814733816,1.3129213790486036,Iris-versicolor
+79,5.722984246571479,2.859337999711461,4.280857166471405,1.2795409200863603,Iris-versicolor
+80,7.693886974761114,3.0,6.177982595591813,2.261535253720033,Iris-virginica
+81,6.147527131149115,3.351008925333507,4.629618292042543,1.6158458356036867,Iris-versicolor
+82,4.8137243904024825,3.0,1.4171211603285125,0.10000012400372182,Iris-setosa
+83,5.054104080022399,2.4896888110593136,2.9375004945192513,1.0729759846749003,Iris-versicolor
+84,5.810363097725563,2.8660585823396287,4.495575477792457,1.375929011916283,Iris-versicolor
+85,4.629518044793242,3.7190102601474164,1.0000004542312306,0.19794182294865403,Iris-setosa
+86,4.8132299749572605,3.408027270605559,1.8586085363599696,0.20068105784510207,Iris-setosa
+87,5.793444528463196,2.8016798558644713,5.13915642535328,2.4041395475379392,Iris-virginica
+88,5.857618488155554,3.2102591645265757,4.773770903527879,1.825300809999518,Iris-versicolor
+89,5.631857666721248,2.4680402691712677,3.93054772451886,1.0719019593523882,Iris-versicolor
+90,6.119754840878884,3.344108877795925,5.969778546118189,2.5,Iris-virginica
+91,4.993206876834536,3.4131683312287597,1.598474032334473,0.41909721929764865,Iris-setosa
+92,5.002136419474172,2.0000007554938204,3.464299108572205,0.9065141667333669,Iris-versicolor
+93,5.53787351460945,2.468100551526727,4.008819004915739,1.2602655509822132,Iris-versicolor
+94,6.320657256039314,3.4070584179965278,5.57762404636673,2.4022035355480083,Iris-virginica
+95,4.975760878513358,2.0000010195849747,3.215624372646807,0.9356423146537023,Iris-versicolor
+96,6.026606428989567,3.3505663571411755,5.969142041605159,2.5,Iris-virginica
+97,4.762680645689435,3.0,1.3838486593734074,0.10000009214437147,Iris-setosa
+98,5.9970853313574155,2.2079000542492455,3.975957575936924,1.003133131015228,Iris-versicolor
+99,4.844759015304025,3.047691053133056,1.4622133146796679,0.10000009184128948,Iris-setosa
+100,5.516143024295355,4.2,1.3132652510108787,0.2084324917634292,Iris-setosa
+101,5.2388670142235965,2.645707854350017,3.961452447378846,1.4021553392348944,Iris-versicolor
+102,5.498917202896634,4.2,1.3947883062915605,0.20786216212139277,Iris-setosa
+103,6.278295225027451,2.4923772986237833,4.968833810851712,1.8630749742568995,Iris-virginica
+104,5.572442185104147,4.2,1.3473420740414819,0.21565591613582963,Iris-setosa
+105,5.972962842055149,3.4081081398514668,4.436483710198152,1.6120676887151428,Iris-versicolor
+106,5.4210020559310035,3.9283346787951237,1.295758382247824,0.4561777112648895,Iris-setosa
+107,6.132469214852956,3.3542205752588896,6.067623345014788,2.5,Iris-virginica
+108,6.182651636407251,3.3211585184641343,6.023256912903731,2.5,Iris-virginica
+109,5.5226495750701865,2.4511032432449285,3.8299196904630755,1.1040595642570723,Iris-versicolor
+110,5.591064426106046,4.2,1.3084020327959027,0.21596935605016515,Iris-setosa
+111,4.779211920062116,3.39834010626933,1.6488716109851271,0.20018180590550003,Iris-setosa
+112,6.702961144279357,2.4980721799618797,5.791091388917905,1.8108899752509786,Iris-virginica
+113,6.20478148376377,2.193930763930623,4.4283530708462315,1.4599533469919281,Iris-versicolor
+114,5.021457271294325,3.6114025448186937,1.395907205599126,0.20075719621681734,Iris-setosa
+115,7.738112331684691,2.5341007719936632,6.9,2.2932326412795345,Iris-virginica
+116,6.117080696617786,3.3272354751196165,6.029253733071398,2.5,Iris-virginica
+117,6.676167618578789,2.465125005081597,5.759994976423557,1.7866325962635023,Iris-virginica
+118,4.403419149732519,3.2058401276412978,1.3135923231800934,0.19800449906096274,Iris-setosa
+119,4.3,3.1246701236189613,1.089702723362427,0.10000009741255093,Iris-setosa

iris/tab_ddpm/0/19/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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/0/19/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
+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/0/19/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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/0/2/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.0190012088967295,2.234497012636774,4.964582177998043,1.5376907521673013,Iris-virginica
+1,4.610008586158596,3.7896810809491326,1.0000004428058293,0.19890437180592324,Iris-setosa
+2,6.138975593212584,2.596115279960356,5.607668256152227,1.4049511410138793,Iris-virginica
+3,6.856169282947668,2.780408415324571,4.776407423736541,1.37680735273887,Iris-versicolor
+4,7.899998495001555,3.8137503083847353,6.431665856452589,2.064695849106231,Iris-virginica
+5,6.391727113854961,3.2867957617924524,4.713100459806839,1.5893170051635954,Iris-versicolor
+6,4.402791811591154,2.902665267296939,1.4094372834773887,0.19760876671590838,Iris-setosa
+7,4.79397171026254,3.385316303692793,1.5829083457015494,0.19845037457054718,Iris-setosa
+8,6.157569326395394,3.318208551027345,5.908984697724368,2.5,Iris-virginica
+9,5.760374597564902,2.8816808910454292,4.485289653618789,1.4309367177550771,Iris-versicolor
+10,5.588084634326253,4.199998741657701,1.3600335369393097,0.21588672307850046,Iris-setosa
+11,6.316230809999193,2.753472675163665,4.873087177563921,1.7815736483917464,Iris-virginica
+12,5.716867352674368,2.984862631566657,4.030588819785862,1.286725803671132,Iris-versicolor
+13,6.323456899462611,2.6516417023591172,4.886780014878614,1.7915342743194018,Iris-virginica
+14,6.0323442159261145,3.3406459769476053,5.8105448192036855,2.5,Iris-virginica
+15,5.740453816144899,2.8735051332985853,4.28120649179776,1.3071492540224179,Iris-versicolor
+16,7.70374755903741,2.5251383274507213,6.9,2.2707320466169976,Iris-virginica
+17,4.89601585310947,3.0827577331914435,1.4687856408152926,0.1,Iris-setosa
+18,7.744467607265042,2.5527810514617535,6.9,2.3007994087286043,Iris-virginica
+19,5.496012529381799,4.2,1.3553601519856113,0.21012947844885724,Iris-setosa
+20,7.755693621220267,2.5475041467044917,6.9,2.304029994044038,Iris-virginica
+21,6.1517989384686365,3.330131562490191,5.901773113917941,2.5,Iris-virginica
+22,6.038989959171337,2.2221835455725043,4.977795287365424,1.555172490041587,Iris-virginica
+23,5.770250369720099,2.785255393655655,5.112257059111998,2.4094774266287526,Iris-virginica
+24,5.511664644724967,2.5617196372654316,3.991830269514004,1.2524569654828495,Iris-versicolor
+25,5.49762310805763,4.2,1.37156939008962,0.2049163396201935,Iris-setosa
+26,6.161140640591676,3.3285802890016725,5.971909623194388,2.5,Iris-virginica
+27,5.071182053918741,3.7628643919596243,1.6100691874005375,0.20144691188724684,Iris-setosa
+28,4.805868221871056,3.400580632754848,1.8655572857872436,0.20311308690875074,Iris-setosa
+29,5.7058319475668124,3.110995816646168,4.685368247420944,1.6322577365023936,Iris-versicolor
+30,4.416589872007522,3.2183207272815917,1.3120903754414868,0.1852055496482022,Iris-setosa
+31,4.402921880774089,3.2052539351395817,1.289238746548516,0.20058884225920143,Iris-setosa
+32,6.01059359264398,2.203851732636128,4.044630574579504,0.9429202002629729,Iris-versicolor
+33,5.159143834722338,2.7142834191401475,3.9482237393096646,1.4114238982443958,Iris-versicolor
+34,6.154887753465773,3.319445311884382,6.037364191913442,2.499999798542756,Iris-virginica
+35,5.708625759090362,3.0,4.104705598591887,1.2827954398878996,Iris-versicolor
+36,5.524923445272719,2.4151086315762105,3.7835354653030766,1.0158722454440674,Iris-versicolor
+37,6.248180307146754,2.7937589275704307,4.8057960744950226,1.8368554736089835,Iris-virginica
+38,6.707075508474058,3.1176189990478007,4.6928802570437655,1.4842501743461676,Iris-versicolor
+39,5.06836100694225,3.3656296036000133,1.5941774274755032,0.4161630959764991,Iris-setosa
+40,5.547601552983791,3.0,4.514976037945934,1.4959689905041322,Iris-versicolor
+41,5.494866324701365,4.2,1.3653843956973817,0.20782568089084394,Iris-setosa
+42,6.17861376671315,3.3209050746048474,5.8529556581310205,2.5,Iris-virginica
+43,6.299666791801613,3.3006794227461023,4.708122010659197,1.5893273086329303,Iris-versicolor
+44,5.772574664430347,2.728941062242228,4.137708871731452,1.0910903780900691,Iris-versicolor
+45,5.151821870962961,2.5129447749251095,3.4355630735787335,1.1542919485769663,Iris-versicolor
+46,4.955030226744531,2.0,3.588155649342858,0.9724031270189605,Iris-versicolor
+47,6.020031974851928,3.4066066919359765,4.510967931680538,1.6316764805119903,Iris-versicolor
+48,6.292802781918446,3.3943320865283,5.636609808877598,2.3893667399869987,Iris-virginica
+49,4.78038332483121,3.0,1.4052221286538726,0.2769274498769481,Iris-setosa
+50,4.979869880033782,2.0000004906993953,2.9304088215744803,1.0308810472400685,Iris-versicolor
+51,5.529543319246921,4.2,1.314156049122873,0.20641631849907752,Iris-setosa
+52,4.594022490103824,3.74720372216,1.0000004379097402,0.1937530110635201,Iris-setosa
+53,5.016772124328237,2.0000010037398597,3.5668367106978494,1.0369233630524055,Iris-versicolor
+54,4.632598180849695,3.6545608249330233,1.0000006087590108,0.18601026479333704,Iris-setosa
+55,6.515341015116893,3.0,5.842445765129469,2.2000326469292943,Iris-virginica
+56,4.846434412876743,3.3917351276703225,1.6152863110406397,0.19954974202894066,Iris-setosa
+57,5.804355397617576,2.6979673884056012,4.191454794869293,1.0447080294680369,Iris-versicolor
+58,5.204840942863374,2.7237471496839336,3.945655827025342,1.4057542549594337,Iris-versicolor
+59,6.715216941336209,3.256962562586122,5.786308179401534,2.3286198578468538,Iris-virginica
+60,6.726446481687657,3.1661935378956265,5.882884842121342,2.2807748296465578,Iris-virginica
+61,5.0226509783278,2.0000009610433205,3.547175227562694,1.0496535073066966,Iris-versicolor
+62,6.098492095233168,3.3731579284612585,4.566696517110292,1.6005461186965755,Iris-versicolor
+63,6.712015838408403,3.0,5.001058399304998,1.6940638477033068,Iris-versicolor
+64,4.651953667600916,3.670340273900368,1.0000006308740101,0.2071695366076359,Iris-setosa
+65,4.765758984122705,3.0,1.4048477130634636,0.28047769772320785,Iris-setosa
+66,5.7853777261112995,3.1779520210242524,4.772086657950948,1.7476690769040806,Iris-versicolor
+67,5.685018182037574,2.8554752001647725,4.4599434847100845,1.3899101273963412,Iris-versicolor
+68,5.990314966585849,3.307938660738726,4.7106469113084275,1.6753799298007268,Iris-versicolor
+69,6.1151897482104145,3.3401618707154825,5.892439235595929,2.5,Iris-virginica
+70,4.6107281776300715,3.626948396066609,1.0000004080815645,0.1901828128871475,Iris-setosa
+71,5.978851648266424,3.402757069728509,4.485291943024232,1.6158575815792886,Iris-versicolor
+72,6.8683470460594,3.0601318931702086,5.0650135068942195,2.2756940388317335,Iris-virginica
+73,5.589927362198867,2.8592998646270833,3.6699245981063,1.3010411206984325,Iris-versicolor
+74,6.303286674348386,2.7260101239106254,4.815712009146072,1.8128117888358561,Iris-virginica
+75,7.7166227782184125,2.532479337248155,6.899999003646364,2.3005521747867643,Iris-virginica
+76,5.112860141850554,2.523213676443033,3.3812549204836095,1.13945413233383,Iris-versicolor
+77,5.238360165984424,2.5087867715770464,3.590056708265634,1.1916418225935344,Iris-versicolor
+78,4.601588592623305,3.1635553548784063,1.4392238216234112,0.1953302063854754,Iris-setosa
+79,6.248793793510839,2.4370032034876967,4.977844516559698,1.799148164509994,Iris-virginica
+80,5.124816502032121,2.520802015645643,3.1603653872827033,1.106405734985368,Iris-versicolor
+81,6.684818467764016,3.0,5.0053087140886685,1.6939749374895603,Iris-versicolor
+82,4.408929264791795,2.9262036523405652,1.4051311132073891,0.20318924331127666,Iris-setosa
+83,6.005582038666308,2.1906186302642285,3.982282364617036,1.0261589285281856,Iris-versicolor
+84,4.422038410834631,3.192291685199023,1.2985523543475594,0.19764422302018075,Iris-setosa
+85,5.769388365485133,2.6787256570576474,5.085044308235802,1.9230446022771814,Iris-virginica
+86,5.362178018187353,3.0,4.4888603972382155,1.5061069410890822,Iris-versicolor
+87,5.276942851445579,2.7538057104322116,4.070120423712354,1.4235811845392214,Iris-versicolor
+88,6.705493900537504,2.7477017889267055,4.663528102422143,1.4290176879353353,Iris-versicolor
+89,6.8537511986128825,3.1742451610868985,5.589384205902019,2.289114549512042,Iris-virginica
+90,4.9538146956279006,2.0000010682449805,3.218304610361926,1.0074649805372258,Iris-versicolor
+91,5.449863242486824,2.465889877523079,3.9044949258211257,1.193207282572988,Iris-versicolor
+92,5.236709563981653,3.394294327946576,1.3819116837134333,0.20138619793640244,Iris-setosa
+93,5.688800471422635,2.7910219768699758,4.482910395150422,1.2716275193592486,Iris-versicolor
+94,6.124335855628779,2.8064884382252373,4.662725223443675,1.1954704728672993,Iris-versicolor
+95,6.4994079172228725,2.796387070620042,4.588047888251967,1.4901511590860896,Iris-versicolor
+96,4.952700919889539,2.0000007018545114,3.2841197368071535,1.0329863543136943,Iris-versicolor
+97,6.126093762142338,3.3291256857944433,6.025749172076199,2.5,Iris-virginica
+98,4.592659744309986,3.6809347884380945,1.0000004658696358,0.17685467668653082,Iris-setosa
+99,4.983355004676934,2.0,3.511690764427688,0.9047955156019263,Iris-versicolor
+100,5.733623320612796,2.8571210619674066,4.381952350471544,1.318577329271598,Iris-versicolor
+101,5.591243688177277,2.5000055757796704,4.018244283584798,1.130281035380447,Iris-versicolor
+102,5.9756278133567315,3.381666095928228,4.559207636110095,1.6246464349256908,Iris-versicolor
+103,6.519721717740471,2.795845889984547,4.60058836651641,1.4945242938548269,Iris-versicolor
+104,5.785209264385992,2.777286383889859,4.414498349095626,1.1962828973045891,Iris-versicolor
+105,5.750424115775684,2.8205796432965013,5.11666814144375,2.398817427877688,Iris-virginica
+106,4.300000621129393,3.1996164618675658,1.0994059536426435,0.10000015545124268,Iris-setosa
+107,4.780589276565552,3.4065846866625047,1.664949881633232,0.20003440604830589,Iris-setosa
+108,5.578736024507437,2.45147612737237,3.8078180128096903,1.1226315484520746,Iris-versicolor
+109,5.465944938029348,3.4063422893902673,1.5021995731039566,0.43733363856406215,Iris-setosa
+110,5.731127561638462,3.830894131317954,1.5908963352000667,0.34105438483545175,Iris-setosa
+111,7.731255834341381,2.552517269454821,6.9,2.3008208183707652,Iris-virginica
+112,6.025815617968185,2.9107840531038707,4.499381290994684,1.482878989603774,Iris-versicolor
+113,5.700325688346272,2.7926774335462907,4.509091216674333,1.310367138823939,Iris-versicolor
+114,4.777557581759472,3.0,1.4087083010750163,0.3269837861085265,Iris-setosa
+115,4.40325703850121,2.91065798166913,1.4071180316692222,0.20091421553439848,Iris-setosa
+116,5.216779361013388,3.4038757743021715,1.390338290158169,0.20339147509277117,Iris-setosa
+117,6.709747616003132,2.500798397159389,5.724728577881536,1.7692605951965537,Iris-virginica
+118,6.14265273117227,3.3310260739477306,5.940666010229613,2.5,Iris-virginica
+119,5.137128258160536,3.799307557157842,1.5888175865830891,0.2012737787230956,Iris-setosa

iris/tab_ddpm/0/2/test.csv

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