a

iris/tab_ddpm/1_3/0/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,7.7526349215559325,3.0,6.789262985301829,2.0846149567968713,Iris-virginica
+1,7.680210897947765,2.5853496810776457,6.9,2.2544996563296538,Iris-virginica
+2,6.263268585390213,2.3524978051396426,4.63034859652292,1.4972664047514377,Iris-versicolor
+3,6.660990311705354,3.0,5.847013578506545,2.1873428024543835,Iris-virginica
+4,5.600189784195944,2.8711723445417374,4.4974817152865665,1.3528044580237035,Iris-versicolor
+5,6.037157354986221,2.5357739091574834,5.386684657777988,1.427470677116339,Iris-virginica
+6,4.578437247512475,3.6380315785190085,1.0,0.19969263275445817,Iris-setosa
+7,5.805431803152964,2.6104508961302244,4.146789732337115,1.0503976663688501,Iris-versicolor
+8,6.803331858599472,2.8864130139481894,4.698243753333873,1.40503485226098,Iris-versicolor
+9,5.035110235539513,3.4973100005213404,1.3767799529336195,0.2010884791602389,Iris-setosa
+10,5.576711547405753,2.958706795279336,4.309790817640807,1.3328068010688843,Iris-versicolor
+11,5.328337569396075,3.7603432745354826,1.5828224565834192,0.202155104536238,Iris-setosa
+12,6.268940563963735,2.49281325541948,4.837259896501906,1.473275004844804,Iris-versicolor
+13,5.243368465280773,2.5212834188270654,3.6326280672679623,1.1389181340508354,Iris-versicolor
+14,5.518720811581609,2.386131455192242,3.5473549200438543,0.9893667433337039,Iris-versicolor
+15,6.509163254350399,3.0,4.375557404153796,1.3877719595126987,Iris-versicolor
+16,5.53792908182922,2.5534324964066606,4.129578437730347,1.1599511981227377,Iris-versicolor
+17,5.429800641288192,3.9,1.3441029338180852,0.3804038384553332,Iris-setosa
+18,5.119767985595142,2.4440604721629624,3.679792433725954,1.0539145189787282,Iris-versicolor
+19,7.6223428201919745,2.905675387390674,6.6127896884896655,2.0138098604643178,Iris-virginica
+20,5.045848994896553,3.4607508033248155,1.3542820271748814,0.27164202632588985,Iris-setosa
+21,5.318114266060182,2.5858640412398404,3.851067849023196,1.3036359752590907,Iris-versicolor
+22,4.684067310563519,3.4529215004848863,1.4042639223651836,0.29003200490752995,Iris-setosa
+23,4.979135996826033,2.0000027995379277,3.53841285715466,1.0477005922352436,Iris-versicolor
+24,5.351545157474004,3.363386337600506,1.4549031836013049,0.19531826195351998,Iris-setosa
+25,5.885421815726791,3.212485561894234,4.5473233281695835,1.5276570523630193,Iris-versicolor
+26,5.826299985501881,3.089502994479113,4.302787221543746,1.4329496368966035,Iris-versicolor
+27,6.947125445397638,3.0892558884937866,5.154062411897871,2.2815693381179627,Iris-virginica
+28,6.190566143313619,3.4048494146863044,5.546431200607821,2.4183349218208057,Iris-virginica
+29,5.426934638728055,3.3950028936948833,1.5717136582554312,0.3759024413234238,Iris-setosa
+30,7.315337179375841,2.8205981612619566,6.361616172252006,1.84526767539034,Iris-virginica
+31,6.250625179920245,2.4194663740936844,4.43897753974245,1.3043702074446786,Iris-versicolor
+32,4.584123961651035,3.5501040831157242,1.0,0.20915463060619038,Iris-setosa
+33,4.944835091214191,3.168038390934029,1.425026074083485,0.26409629363938764,Iris-setosa
+34,5.023820019791209,2.0,3.668913708110397,0.8081705229080005,Iris-versicolor
+35,7.89999886400531,3.8035455003872953,6.354614778838787,1.9841903142680253,Iris-virginica
+36,6.7635320527000795,2.729941096657491,4.7398243870182695,1.3790710764509917,Iris-versicolor
+37,5.039459002007991,2.000000538196336,3.7155000099482964,1.024414040394109,Iris-versicolor
+38,6.565657684914227,3.2125947940415256,5.26303873828425,1.9885715225276674,Iris-virginica
+39,5.946295944633912,3.3110858346991585,4.4366244655535665,1.555004781005732,Iris-versicolor
+40,4.9104836674277825,3.4838262317360087,1.4266967875237753,0.3612720256516434,Iris-setosa
+41,5.335890993868372,3.376118933833417,1.4965597075482424,0.25012862267598807,Iris-setosa
+42,6.895732140641721,3.0527832107248365,5.0785403996769025,2.286613005352112,Iris-virginica
+43,6.171655973533754,3.3821510300975524,4.547553026133654,1.582463783256488,Iris-versicolor
+44,6.31488041316966,3.2094543909206714,4.690331262679535,1.5457899629664844,Iris-versicolor
+45,5.70755250544489,2.7091462866859266,4.228594829402274,1.1214508481259697,Iris-versicolor
+46,6.757751936759308,3.0,5.412032264269892,2.0838579632217913,Iris-virginica
+47,4.712660159248726,2.9802765491964545,1.358292804080388,0.3355678329497016,Iris-setosa
+48,6.322028668712688,3.0,5.34167341122196,1.8164513964151463,Iris-virginica
+49,6.702649845635388,3.31029061039263,5.685154110630312,2.08198466404689,Iris-virginica
+50,7.658044662847542,2.744036908834713,6.694794603305475,1.971567541314574,Iris-virginica
+51,5.3581369419321065,3.899999476817711,1.3094040781604406,0.4246321374466922,Iris-setosa
+52,4.4000005966426325,3.1560964675156766,1.3075843730551824,0.19097069460721888,Iris-setosa
+53,7.695515748849593,2.569167229973194,6.9,2.2986918590176564,Iris-virginica
+54,7.9,3.8185576184157775,6.431664961898845,1.9783412219083676,Iris-virginica
+55,5.5070827390251855,2.929433441678814,4.309710155049359,1.3691111566977574,Iris-versicolor
+56,4.962784641948516,2.0,3.4847989155881876,0.8558467468175575,Iris-versicolor
+57,7.589213401558177,3.0,6.548193802383546,2.0940850247003833,Iris-virginica
+58,5.11483760037523,3.6917011829978073,1.457853831079666,0.2863740768545797,Iris-setosa
+59,5.718318731102726,2.7694145753997423,4.592546145683263,1.294821388028776,Iris-versicolor
+60,5.025236143152597,2.442891267774944,3.0111584457221148,1.089953245245822,Iris-versicolor
+61,5.215518340883546,3.6506203394095933,1.4994184268000053,0.19600142723901942,Iris-setosa
+62,5.2322540876089,3.4252199029185286,1.5783075168150187,0.3471937595352202,Iris-setosa
+63,7.7033830054527614,2.5962576547818137,6.9,2.3043657462047054,Iris-virginica
+64,6.2392894080016035,2.305429626600743,4.65256869563173,1.5032454286053984,Iris-versicolor
+65,4.711751350492522,3.36412535910575,1.4902446679626142,0.19405330615630284,Iris-setosa
+66,5.201218960181181,2.418470224106473,3.5255329178996577,1.0054476163743737,Iris-versicolor
+67,6.637399912808333,3.232876114827346,5.765586768988277,2.3194810008547297,Iris-virginica
+68,4.400001471931245,2.8648361367922126,1.4028197522390653,0.20893735539349567,Iris-setosa
+69,6.275329400132029,2.393369765174125,5.040609542016444,1.827997119179358,Iris-virginica
+70,6.582699241698715,3.330468022645448,5.694428399199711,2.257871964078097,Iris-virginica
+71,6.771852282771097,3.2275311227394217,5.776164577270962,2.274674954106456,Iris-virginica
+72,5.592201033517645,3.0,4.605513318204333,1.5401579664777512,Iris-versicolor
+73,6.338528833448202,2.7233280085107174,5.611937476566138,1.4843484504224815,Iris-virginica
+74,4.591352821168961,3.5720053657409188,1.0000006451656303,0.19741194315867971,Iris-setosa
+75,4.655335018774421,3.3918376787638573,1.4019982680626017,0.32767700119051535,Iris-setosa
+76,5.102344021582101,3.5072074837649767,1.3807593635294841,0.19757619879994986,Iris-setosa
+77,4.484384938726721,2.277704452270192,1.28584730914163,0.2926854283374627,Iris-setosa
+78,5.9699629620632475,2.2772888779324614,4.250336218944058,1.1199327059952189,Iris-versicolor
+79,4.904181571315429,3.406684205989382,1.4968129530586618,0.204377211308638,Iris-setosa
+80,4.497707648968662,2.273499118080246,1.3455274040339291,0.30665258360172154,Iris-setosa
+81,6.01621862860472,3.414069069802874,4.559664600180199,1.634164718330643,Iris-versicolor
+82,4.989764552043029,2.0,3.6343406045482065,1.0054782173002779,Iris-versicolor
+83,5.312426884715622,3.4129685697557437,1.4762681360745278,0.2187090312913842,Iris-setosa
+84,6.371565308943885,3.094367963349922,4.662942043615048,1.4804905794689303,Iris-versicolor
+85,5.733762943623436,3.0,4.335079218843058,1.3221066091102045,Iris-versicolor
+86,5.05366014358529,2.4721333921025925,3.0045403639375627,1.094447892573363,Iris-versicolor
+87,6.2871282415024075,2.4678827249119917,4.920630984153949,1.512091826208332,Iris-versicolor
+88,6.699602904156732,3.0820153711606686,4.746869319211867,1.4984433465838127,Iris-versicolor
+89,5.438630610648976,3.4770800612161534,1.9787858641122138,0.19631188116820586,Iris-setosa
+90,6.152323396803783,3.2097729897293488,4.585168389167699,1.5194324019483183,Iris-versicolor
+91,6.623766468798602,3.2658260779579096,5.6311927759538385,2.1283427972803524,Iris-virginica
+92,6.846848435618665,3.0623499448131173,5.5105484098400686,2.2356931369283104,Iris-virginica
+93,5.320278548057552,3.4020336803337194,1.6162038851437548,0.2205355098771448,Iris-setosa
+94,6.761480540430205,3.266346375697961,5.79351123655447,2.205095443012971,Iris-virginica
+95,4.400000714292061,3.0,1.374325697339962,0.19861858163445084,Iris-setosa
+96,4.861835931007272,3.0,1.4528395219888892,0.1,Iris-setosa
+97,4.840250524581129,3.0,1.4223195936009465,0.1,Iris-setosa
+98,5.842463221261675,2.8256678729484257,4.377606184531144,1.227984498861723,Iris-versicolor
+99,6.056322880990379,2.7491824199364956,4.844774300908908,1.5236000024007506,Iris-versicolor
+100,5.095448764980277,3.6973107020002423,1.4914191597478077,0.4422208717691851,Iris-setosa
+101,6.1592095761143755,2.3216043461119003,5.033685123393237,1.6526716522970646,Iris-virginica
+102,5.651409757054573,2.9886864043140458,4.043777821258084,1.3452863799541475,Iris-versicolor
+103,4.9258075715203615,2.4628435173117893,3.257910387054602,1.0513029786619184,Iris-versicolor
+104,6.341340232536388,3.0,4.36867176651284,1.385800589533502,Iris-versicolor
+105,7.237698890023145,2.6554188215323147,6.309557769738057,1.8461840549632298,Iris-virginica
+106,6.031741253664668,3.387373042588636,4.529352974770075,1.5536873596359977,Iris-versicolor
+107,7.097335492209559,3.066454563304787,5.74851717039024,2.2232415747047694,Iris-virginica
+108,6.488941696888282,3.0,5.510359546833276,1.8452371842375657,Iris-virginica
+109,4.400000709486796,3.1262944639188888,1.339755967781749,0.19945050257335034,Iris-setosa
+110,6.6498793863679335,2.952650689475196,5.592810991367233,1.9451799272125454,Iris-virginica
+111,5.957469717486479,2.788634162555308,4.564158015889675,1.1625599456924722,Iris-versicolor
+112,6.564550121784293,3.179565559910515,4.798342374899958,1.5499327223092108,Iris-versicolor
+113,4.9198664320793934,3.1428730725627956,1.9003636796597618,0.1,Iris-setosa
+114,6.617540126803583,3.102945434660503,4.69425650866454,1.4951647868059978,Iris-versicolor
+115,5.341810169219549,3.3697949719342217,1.7307131273871676,0.19553617450855082,Iris-setosa
+116,5.306911224919226,2.7527317084911194,4.153973828031262,1.3947492946113171,Iris-versicolor
+117,6.309055896440624,2.5085152712935783,4.90131989869394,1.5177313836566957,Iris-versicolor
+118,6.389773384503849,2.969325727042911,5.756580619012866,2.052973585274251,Iris-virginica
+119,5.060265379314107,3.5240621894374935,1.3337969189447936,0.2711203925565686,Iris-setosa

iris/tab_ddpm/1_3/0/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor

iris/tab_ddpm/1_3/0/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/1_3/0/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor

iris/tab_ddpm/1_3/1/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1337263686583805,3.430035128484369,1.4041991971929764,0.2037950666017339,Iris-setosa
+1,4.632149119547293,3.5954067920626014,1.0000004596668963,0.20321069419338333,Iris-setosa
+2,5.2223543328689415,3.697343126004156,1.4918045088114953,0.4475518847369283,Iris-setosa
+3,5.409511574810972,3.8999986383777543,1.324017634845903,0.3941422171437905,Iris-setosa
+4,5.781468397526036,2.745949366448172,4.107811054034075,1.1197504775150362,Iris-versicolor
+5,4.891611842078971,3.0,1.3865187461517359,0.27914636968233947,Iris-setosa
+6,4.996815193770889,2.0,3.50583891810338,1.0766397047487823,Iris-versicolor
+7,6.040949154005171,2.8746589251281485,5.428639326244189,1.8144560952128908,Iris-virginica
+8,6.154465936185989,3.384790188544481,4.559121092491138,1.6073722162427142,Iris-versicolor
+9,4.8035949206108315,2.42340356300874,3.28270597223705,0.8563158525221408,Iris-versicolor
+10,6.5659065041156195,3.034955844893495,4.619941493715056,1.4368680258088824,Iris-versicolor
+11,5.386337597631377,2.849360779454554,3.681728481427544,1.3443288480061681,Iris-versicolor
+12,7.428842449299284,2.844461831563737,6.3819254384725195,1.8419850255818178,Iris-virginica
+13,6.25964815907352,3.0,4.536595997206814,1.524764875075946,Iris-versicolor
+14,4.7378189581190515,2.9207516496419994,1.34821970853778,0.2348003932131659,Iris-setosa
+15,4.400000620000864,2.9048323728531202,1.395640770942289,0.18512882606976916,Iris-setosa
+16,4.998189818637712,2.0,3.133956306347339,0.9934958042842217,Iris-versicolor
+17,5.509576619350821,3.390333681694009,1.8257494909373446,0.21108207507741175,Iris-setosa
+18,6.315967862518992,2.6193316726338844,5.010025556255976,1.5138336238617451,Iris-versicolor
+19,6.414007573194802,3.2042892402234524,5.148443457874312,1.9711774587516895,Iris-virginica
+20,6.794691198317223,3.212761164009889,5.846016909164748,2.28197182677984,Iris-virginica
+21,6.748089725378467,3.275173735957022,5.673178234925111,2.5,Iris-virginica
+22,7.7199663862314285,2.5865813417741363,6.8999981502331,2.319606136527392,Iris-virginica
+23,7.158681142957774,2.9395873079492136,6.098522149815812,1.847161253941089,Iris-virginica
+24,6.814437260785853,3.1306150307448584,5.7767878922116385,2.2590776809905706,Iris-virginica
+25,4.893012809070666,3.017357950371449,1.4238078718468097,0.24491362487804694,Iris-setosa
+26,5.0577333822753,3.5175883582669947,1.3972878383888205,0.21099790879555383,Iris-setosa
+27,7.313707615355334,3.071246293100459,6.205936242670751,2.209098899237815,Iris-virginica
+28,6.694133558601893,3.328533686413818,5.734969523790263,2.5,Iris-virginica
+29,5.780203648087276,3.0,4.37197072673884,1.5378425305360874,Iris-versicolor
+30,6.051543341941609,2.830819871923445,4.609186194605367,1.172693468318277,Iris-versicolor
+31,5.833528646509819,2.7528486117840045,4.306807552674754,1.120144495564122,Iris-versicolor
+32,6.793822408460173,2.5729842869936745,5.863086105908057,1.795677160417944,Iris-virginica
+33,7.523769897832648,3.0,6.537119435657092,2.0795722947107356,Iris-virginica
+34,6.830737734585065,3.221039890920432,5.842689405169485,2.2616427556458873,Iris-virginica
+35,5.388170315688689,3.731615870515452,1.6188984669117112,0.3277735061790954,Iris-setosa
+36,5.968680667421659,2.9710403817458926,5.068188931121818,1.8015911868785115,Iris-virginica
+37,6.620720838228823,3.0432654007123165,4.447624647116393,1.4918142778985357,Iris-versicolor
+38,6.024087763625904,3.101230074044159,4.4683011730764495,1.4331683153714225,Iris-versicolor
+39,4.568742441257083,3.6091832203378607,1.0,0.19020471812292844,Iris-setosa
+40,5.106551685539416,3.4980406711581193,1.3627982996453278,0.19370564938215468,Iris-setosa
+41,4.815739603697045,3.0,1.4431051036531843,0.10000014737155709,Iris-setosa
+42,5.9978861408944955,2.687080955214641,5.040224853031378,1.5560553328079232,Iris-versicolor
+43,6.650127277474555,2.8331715001531514,4.551783894932811,1.3663432688238504,Iris-versicolor
+44,5.808715729486302,2.792117963448346,3.9944264619132923,1.0741429768699908,Iris-versicolor
+45,5.58015892708338,3.7792642608487226,1.8658312291596761,0.2920384299977048,Iris-setosa
+46,6.389132326967635,3.3732082841246167,5.614569249237064,2.3944249601585756,Iris-virginica
+47,6.2733418321331555,2.222916635859362,4.50230618562684,1.4648272435803769,Iris-versicolor
+48,4.984942763534401,2.0000015897351164,3.5010116484488467,0.9835208097956953,Iris-versicolor
+49,5.192571973100127,3.698650126698725,1.486389678950227,0.1988162421564596,Iris-setosa
+50,5.7832467584896605,3.1422126017518077,4.5575409852744855,1.5313251007946185,Iris-versicolor
+51,4.40000053373122,2.920361301155958,1.4009936337267912,0.1961000081568272,Iris-setosa
+52,5.6903362592237965,2.709176939143523,4.0684128786248,1.1736816007360553,Iris-versicolor
+53,7.709466956716457,2.5980162202048827,6.8999988568396065,2.3152166494484416,Iris-virginica
+54,7.692741096340133,2.5538805146509524,6.9,2.3323688947707724,Iris-virginica
+55,5.095707827346777,3.516028868806278,1.4042054311848202,0.2936232195677059,Iris-setosa
+56,6.6672048080994095,3.249643081110602,5.6308274637368125,2.117421712169817,Iris-virginica
+57,5.695593777639857,2.8955043212095775,4.215379369523545,1.2592278757677304,Iris-versicolor
+58,6.443776611001775,3.0,5.6809563075374125,2.051027955241938,Iris-virginica
+59,5.197372567894684,3.4020570286023255,1.403490092570406,0.20369998601819017,Iris-setosa
+60,5.823601076897592,2.9296583152372966,4.383238821365402,1.2891200891858945,Iris-versicolor
+61,6.973170298237101,3.093554398533188,5.015924124824533,2.326580737961878,Iris-virginica
+62,5.138540785974092,3.7327929273965363,1.7158741151697865,0.19716940258285182,Iris-setosa
+63,4.75745973311471,3.339067273895048,1.4799112738806783,0.2977526306471141,Iris-setosa
+64,4.4,2.93793171775541,1.4051888593987392,0.19303959845459678,Iris-setosa
+65,5.691484561198785,3.0,4.236016527012505,1.3654997943003193,Iris-versicolor
+66,6.149943658270727,2.1783595615175297,4.476990629414621,1.4759196459791257,Iris-versicolor
+67,4.974515379496773,2.000000826263686,3.470392131678875,0.9974385481997019,Iris-versicolor
+68,5.233582444522762,2.4567390093335124,3.419299980549078,1.0033010209619266,Iris-versicolor
+69,4.98528363090916,3.0896485488498824,1.4116726207141248,0.1954417329356709,Iris-setosa
+70,5.4110248524488345,3.374556393304291,1.97203418168644,0.2048583163626885,Iris-setosa
+71,5.58522649228662,2.4780288333394838,3.955275227158511,1.0990693728488135,Iris-versicolor
+72,4.525542839005451,2.3180369358626414,1.3046737635083876,0.31650064161979785,Iris-setosa
+73,5.758283666638666,2.9707671399975277,4.594681721106006,1.4837477664188667,Iris-versicolor
+74,5.561441228901599,2.4293248358307302,3.746699631671681,0.9743993608181736,Iris-versicolor
+75,5.682382392990838,2.9639592328989157,4.036112584683139,1.425945048600229,Iris-versicolor
+76,5.00430085831926,2.499557145077065,3.1707688034682264,1.0784224103838052,Iris-versicolor
+77,4.4,3.0,1.391189230366958,0.19799693981853392,Iris-setosa
+78,4.896220474616642,2.429517317812011,3.0596157970023263,0.9482090360894546,Iris-versicolor
+79,5.910342043021199,2.9250837084317487,5.255271870736547,1.860625910028356,Iris-virginica
+80,5.076087215101391,3.5299343190127876,1.4164197723174454,0.275109569810805,Iris-setosa
+81,5.134394927558917,3.4244935695642007,1.3718516289751017,0.2058532911508687,Iris-setosa
+82,6.0572052804376995,2.602984304709141,5.576389811027435,1.3979772992078145,Iris-virginica
+83,5.933994148957999,3.309652449652539,4.434683371235046,1.4858705710981615,Iris-versicolor
+84,6.924117065999424,3.0663905157096827,5.1410876435016775,2.298790682846207,Iris-virginica
+85,7.899996587485919,3.782262555887903,6.271207336475991,1.979779198849661,Iris-virginica
+86,7.899998448314378,3.799395080286768,6.343501106920988,1.9963034962861022,Iris-virginica
+87,7.685150807946251,2.7862069262350526,6.706744433099233,1.9889465130547395,Iris-virginica
+88,7.9,3.814476080972353,6.400439174477248,1.9767943008523816,Iris-virginica
+89,5.36974439025335,3.9,1.2625752643020935,0.34472992233287914,Iris-setosa
+90,6.0076113695749696,2.1996650909351447,5.047509837319482,1.4959426396325186,Iris-virginica
+91,6.107012560838071,3.267495713623968,4.465053681978307,1.5726299734013218,Iris-versicolor
+92,6.549424912449862,2.643319204782726,4.6898473815010355,1.3462716598724078,Iris-versicolor
+93,6.31384918351809,2.8177969348519962,4.294778352760193,1.2401985330173104,Iris-versicolor
+94,7.142697516406152,2.8892051448205875,6.177917520646629,1.7823090940763509,Iris-virginica
+95,5.622669154034285,3.0,4.419327248345772,1.4792737229506088,Iris-versicolor
+96,5.101480762763157,3.49941053285951,1.3862787146719584,0.19549578527512523,Iris-setosa
+97,7.899998675039395,3.806802142685513,6.405848980850169,2.0372624235098984,Iris-virginica
+98,6.780835102319786,3.012322061931968,5.427994445009462,2.1511841221607737,Iris-virginica
+99,7.547080228024446,2.810711318844926,6.5488391109278,1.8944101471052335,Iris-virginica
+100,7.7452236212005845,2.6060693657240144,6.9,2.2959715721628995,Iris-virginica
+101,4.966360529353451,2.0000011185150477,3.599846855335624,0.9586439059820675,Iris-versicolor
+102,5.627156115065531,2.9963380750920967,4.1136184551961,1.3136471033906558,Iris-versicolor
+103,6.5660351144348095,3.2324756970811115,5.072640331367056,2.049125408425309,Iris-virginica
+104,6.543716895118587,2.93081246774842,4.33263726385911,1.3406660976623603,Iris-versicolor
+105,5.925327217495063,3.168727547749495,4.423497759602386,1.445138690073764,Iris-versicolor
+106,5.66535648084606,2.8412293707679366,4.308314168941809,1.2433214104241004,Iris-versicolor
+107,5.631766409703514,2.9300525619783797,3.80976955822673,1.307466752536765,Iris-versicolor
+108,6.605321886475701,3.0123578165340112,5.429597225541793,1.9089336318806494,Iris-virginica
+109,5.645900821797791,2.662752148046981,4.295482366459556,1.0979899087427298,Iris-versicolor
+110,5.946987108384043,2.184486014214997,5.036723127031274,1.4741907902617024,Iris-virginica
+111,6.9383119001192695,3.197968706455112,5.752492904637159,2.2959133539289684,Iris-virginica
+112,6.6689481718403965,3.2770161109984985,5.675440808417705,2.5,Iris-virginica
+113,4.753841820787663,3.0,1.3339524904443767,0.1,Iris-setosa
+114,4.568894999727248,3.2790878352245727,1.3575492647235747,0.3174954251764481,Iris-setosa
+115,4.8937439571976435,3.1070532164273432,1.6969684485559635,0.1,Iris-setosa
+116,7.701175374662725,2.5934239802186236,6.9,2.289952133744663,Iris-virginica
+117,6.686852680873422,2.762595036505588,4.586983817812916,1.3361223336685253,Iris-versicolor
+118,5.623157647249482,3.7671143666268136,1.4964359842845774,0.29015404148887775,Iris-setosa
+119,6.416681934373531,3.216086955142684,4.684255296384131,1.5146764149000609,Iris-versicolor

iris/tab_ddpm/1_3/1/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor

iris/tab_ddpm/1_3/1/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/1_3/1/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor

iris/tab_ddpm/1_3/10/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.471603250715695,2.5390244279657703,3.8150233879162965,1.185991728990783,Iris-versicolor
+1,6.06195011000023,2.698677941874878,5.3015778063669865,1.5971581840628377,Iris-versicolor
+2,6.68429282081969,3.249997639718989,5.68120515275432,2.5,Iris-virginica
+3,5.99912841147353,3.393850973675802,4.471318649656157,1.590081635754432,Iris-versicolor
+4,6.705757734285051,3.295044811810066,5.716662511694402,2.4999995308256855,Iris-virginica
+5,5.750849402495875,2.909777362425344,4.230789353383362,1.3005001178564413,Iris-versicolor
+6,4.905376923248252,2.4621942589896424,3.020091543542954,0.8693549404707339,Iris-versicolor
+7,6.051426762563696,2.8277877536080864,4.393067916418253,1.1770199427613495,Iris-versicolor
+8,6.7796824915319664,2.8814933380656482,4.691167476541554,1.4070164654768516,Iris-versicolor
+9,7.699581087399209,2.7495848677120143,6.874736394198624,2.083603646892586,Iris-virginica
+10,5.018548717525175,2.0,3.5669274504936266,0.8803642175241786,Iris-versicolor
+11,6.018794679757366,3.0,4.2086446480599164,1.5368443852683318,Iris-versicolor
+12,4.400000472699181,2.9063635572290583,1.4013636012005182,0.20356023849497068,Iris-setosa
+13,7.726266583407019,2.828662970693497,6.737209950466316,2.0130483861944404,Iris-virginica
+14,5.038046016811294,3.701819742407596,1.449250005723436,0.2956134565474343,Iris-setosa
+15,5.5232348504014945,2.402478428944289,3.8073472544266416,1.0721136498264043,Iris-versicolor
+16,5.111327618878384,3.7549983832940184,1.5729342785572096,0.20288678639755267,Iris-setosa
+17,7.620241766702971,2.85257193542095,6.659949688856554,1.9578021717503655,Iris-virginica
+18,5.898548857705265,3.015473041547831,4.211567014963818,1.4931221587380106,Iris-versicolor
+19,5.872534597876243,3.3179222635087764,4.42456948940069,1.5069822072244108,Iris-versicolor
+20,5.144586523118601,3.6428035634989415,1.4897380451134654,0.2720954881213017,Iris-setosa
+21,4.889746224386792,3.0,1.4067123759350753,0.20237015031097047,Iris-setosa
+22,5.928528105657718,2.967295260764243,4.555262045798118,1.3513263835345644,Iris-versicolor
+23,5.83412939273982,2.9822698273453137,4.458727007463575,1.4383749616294284,Iris-versicolor
+24,6.712822776831835,3.347877317518469,5.695464167125246,2.5,Iris-virginica
+25,7.899998700986426,3.7834798812340535,6.348231184251264,2.0099363032590505,Iris-virginica
+26,4.825355826529425,3.0,1.4017631847018115,0.10000015321980976,Iris-setosa
+27,7.8999988176932,3.7808769405766722,6.323976957583813,1.9430107876253202,Iris-virginica
+28,5.2180165242818575,3.4282129048736523,1.414720642184567,0.2469638897794827,Iris-setosa
+29,6.55621443132707,2.4934300597600085,5.660284373997253,1.713767851651978,Iris-virginica
+30,4.514972673614935,2.468352217997383,1.3154469417359154,0.28857969566401587,Iris-setosa
+31,6.683769776429453,3.115969793384173,4.682631328497193,1.4932459300061647,Iris-versicolor
+32,6.296814945390332,2.5920743578797016,5.119411402537916,1.8709063858741923,Iris-virginica
+33,7.735468754713537,2.8589999639367583,6.7122560987989,2.0437658177531404,Iris-virginica
+34,5.031329815820798,3.662221442196514,1.417062424368297,0.20162902171844824,Iris-setosa
+35,6.365374288082133,3.397698391966736,5.645913084539739,2.4042805399894402,Iris-virginica
+36,6.046366480706803,3.4032472288110345,4.585175230520377,1.6523165679587015,Iris-versicolor
+37,5.195806693205825,3.6150852476908715,1.5820875153424,0.3703843127720067,Iris-setosa
+38,5.249796106856632,3.412531502235814,1.4243412249040426,0.20087054396410567,Iris-setosa
+39,6.248176340593337,2.3665820904748194,4.6869839988827495,1.4881927685507053,Iris-versicolor
+40,5.917694114828701,2.803544125556287,4.433477918640048,1.1572563295276477,Iris-versicolor
+41,6.6835040594378965,3.2882921466390074,5.701708470142175,2.11494465329636,Iris-virginica
+42,6.59505022870342,2.944329194448158,4.397833460765492,1.3741837076352539,Iris-versicolor
+43,7.899998582399413,3.7902391697685114,6.366933565785461,2.0298475839656587,Iris-virginica
+44,5.063724987538268,3.537510048578922,1.4056929491384498,0.19579210261051327,Iris-setosa
+45,4.977290492425455,2.0000006197131532,3.311746053003048,0.9750209096555829,Iris-versicolor
+46,5.193398157142993,3.720171211999036,1.6388061598898338,0.4492870494313557,Iris-setosa
+47,4.608354711734435,3.6301712988421553,1.0,0.20043305199254466,Iris-setosa
+48,4.990776094028057,2.0,3.4794720347942336,0.8143455235765551,Iris-versicolor
+49,6.628185298316713,3.1873794937627515,5.028907452966395,2.0795409808282552,Iris-virginica
+50,6.008805102193331,2.188006353648757,5.067790751455263,1.4754478695625544,Iris-virginica
+51,6.327622386802212,2.2928263500084434,4.595933032627986,1.5035379318190494,Iris-versicolor
+52,5.5270733044320535,2.957301750574161,4.301325959015561,1.4360200689018483,Iris-versicolor
+53,6.340013597757206,2.3399944712688745,4.70217354647101,1.4651864150482377,Iris-versicolor
+54,5.752120153781384,2.743916675937125,4.631832794699486,1.232346755350292,Iris-versicolor
+55,6.080878179404719,2.2726654360480665,5.034670545734753,1.5312950946866999,Iris-virginica
+56,6.214461653895537,3.260131041969934,4.642376425351177,1.5478271007369346,Iris-versicolor
+57,5.891396640403207,3.0,4.284276572471513,1.4915612686590198,Iris-versicolor
+58,6.286372160646237,2.8342624166962667,5.6278548155480514,1.779030908952426,Iris-virginica
+59,7.703318838273482,2.622277369082317,6.89999855609029,2.2998237387663316,Iris-virginica
+60,6.164954506253114,2.220641002479271,4.529371638374618,1.499567348942488,Iris-versicolor
+61,6.233571520955844,2.3457054632372967,5.097361347707792,1.762450021445234,Iris-virginica
+62,5.84625026143751,3.0,5.159162865599731,1.8049097492439052,Iris-virginica
+63,6.700764218580936,3.310345360233486,5.65373577354488,2.499999424861201,Iris-virginica
+64,4.995697866093475,2.000000766944784,3.61848967451369,0.9179581369804031,Iris-versicolor
+65,5.271575622756928,2.514990919011632,3.4238152264997215,1.176432424284008,Iris-versicolor
+66,5.322532581530167,3.8094951198655864,1.720889553595132,0.20649848148878625,Iris-setosa
+67,6.216518970957674,2.5344517919483174,4.677196248074125,1.3197743351469635,Iris-versicolor
+68,5.681316790345365,2.792862382858719,4.569608301753801,1.3087672519545526,Iris-versicolor
+69,6.92012181574445,3.0,5.666944359454849,2.0603540901712765,Iris-virginica
+70,7.6534195936579605,2.80869004979652,6.651823075178409,2.0156875009276796,Iris-virginica
+71,6.054551301933838,2.944544831818016,4.378398135654644,1.3240529111768145,Iris-versicolor
+72,6.730391662240139,3.0,6.025366961476005,2.1585270250531723,Iris-virginica
+73,5.562360851381191,2.896865512399869,3.742729073905446,1.270605218324326,Iris-versicolor
+74,5.704804974043496,2.821885749530087,4.429220903100587,1.2316728084452397,Iris-versicolor
+75,4.50617658147448,2.355437423168646,1.3465925929122724,0.387116610301493,Iris-setosa
+76,5.224605185863269,3.4227014721610813,1.4071546166589157,0.19794230774273766,Iris-setosa
+77,4.4,2.957060008675149,1.4121862745348672,0.19733275997758737,Iris-setosa
+78,6.579676556501807,2.979016158897175,4.393227364908463,1.361283900654201,Iris-versicolor
+79,4.602143954741447,3.5752237630603565,1.0,0.19868301358240842,Iris-setosa
+80,5.0968221780591305,3.4044833081055255,1.5697547540735606,0.41158224974944213,Iris-setosa
+81,5.631292412453525,2.9393552031731685,3.5662119094174556,1.2976270561833014,Iris-versicolor
+82,6.061195416151723,2.7291417336037713,5.070313836227054,1.5736255199025628,Iris-versicolor
+83,4.628773113789505,3.4006827528528003,1.4096633325478591,0.35224406406096487,Iris-setosa
+84,4.90282695402173,3.0,1.3959065124723316,0.22396785995354718,Iris-setosa
+85,5.031914366063091,3.5703315605954833,1.3509522071055136,0.1992033357601799,Iris-setosa
+86,6.141618898603413,2.9214846028343815,4.266559440269313,1.4791529821452503,Iris-versicolor
+87,6.343149845967722,3.4154406740894157,5.631680418232236,2.4060575962967423,Iris-virginica
+88,6.414772271174164,3.0,5.421523031778988,1.756344018133304,Iris-virginica
+89,5.028060084304137,3.4269859043894066,1.4748215878287376,0.4526476670048362,Iris-setosa
+90,4.587089759902107,3.633472657815271,1.0000004844546608,0.21100871302762042,Iris-setosa
+91,6.159267145396812,2.2023181515838806,4.5196140370033016,1.489001496575392,Iris-versicolor
+92,5.022592254414464,2.0,3.5380850801967108,1.10398216227232,Iris-versicolor
+93,5.158710517572963,2.673345023912667,3.780570636808183,1.3944931261062925,Iris-versicolor
+94,7.899998859790263,3.785767295277252,6.452911608231395,1.9912863373890684,Iris-virginica
+95,7.731454256548087,2.9655336165473463,6.718069546059088,2.0874305516833473,Iris-virginica
+96,5.1301565823498585,3.578270872484759,1.505860161197755,0.19280834617850806,Iris-setosa
+97,7.9,3.830430240598666,6.41785917065947,2.026340758182904,Iris-virginica
+98,6.947100308669439,3.0763254324679465,5.757286661887888,2.22134793229933,Iris-virginica
+99,5.556903173854533,2.4629259000878707,3.7485194783715587,1.0555670140758948,Iris-versicolor
+100,5.262343871602278,3.697569034422174,1.4866896593199623,0.25287545882643603,Iris-setosa
+101,7.649365291679416,2.9261282730096227,6.6340380133768155,2.0143891742741404,Iris-virginica
+102,5.978492124245203,3.4146375720985804,4.457946509880369,1.5840074516568945,Iris-versicolor
+103,6.504927998342766,3.1604964817439405,4.613658727759471,1.5264713707672497,Iris-versicolor
+104,5.066055830360264,2.5089052846210835,3.495467215196039,1.1373644659091684,Iris-versicolor
+105,6.068717963786185,2.6529956416666014,5.358870168800959,1.9614602158352084,Iris-virginica
+106,4.4000009344846145,2.9149127890098043,1.4012863195557441,0.2020238965360841,Iris-setosa
+107,7.739087395232738,2.944787959101655,6.7223928890685665,2.0627306760581217,Iris-virginica
+108,4.5777523710409165,3.623134483360337,1.0,0.20057053375814413,Iris-setosa
+109,5.643558202396268,2.502287198833167,4.077469030386515,1.0558606741392234,Iris-versicolor
+110,6.747404973496719,3.3596699430770753,5.751296210648635,2.5,Iris-virginica
+111,5.027856975308002,3.53694098320014,1.4014554760491174,0.19701415799143912,Iris-setosa
+112,5.318157811091499,3.530094668243821,1.498972854027645,0.198704103290413,Iris-setosa
+113,4.5963521799428175,3.5872429797512426,1.0000004637668287,0.19906433824919711,Iris-setosa
+114,6.684600485388918,3.0531735897500725,4.6331350262956255,1.4768191860111475,Iris-versicolor
+115,6.398664950115961,3.089255252621195,5.163935335479089,1.8941383610386568,Iris-virginica
+116,5.741556453233051,2.53293519209839,4.352758433047935,1.0735229822621988,Iris-versicolor
+117,6.724935180922318,3.1183398744886284,4.750635504701553,1.522628464217225,Iris-versicolor
+118,5.180091331805268,3.411511158060311,1.4110196806273334,0.1997280415652311,Iris-setosa
+119,4.932744055862273,3.167022527321062,1.4273701854910652,0.2041944759780443,Iris-setosa

iris/tab_ddpm/1_3/10/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor

iris/tab_ddpm/1_3/10/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/1_3/10/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor

iris/tab_ddpm/1_3/11/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.178664947447828,3.4065657402202763,1.4569462680421994,0.43018380991046745,Iris-setosa
+1,6.704353556728845,3.2841639188791034,5.690863487192444,2.499999631975938,Iris-virginica
+2,6.741709666930805,2.793755514816024,4.75336351187599,1.383692986126931,Iris-versicolor
+3,5.711881217478505,2.7763313216002845,4.313272551834702,1.2329287789746592,Iris-versicolor
+4,5.0701319144038255,2.4767205668419234,2.7111940563910704,1.1469083854584428,Iris-versicolor
+5,4.896300212073473,3.1273531893485145,1.695683637964017,0.10000013780621989,Iris-setosa
+6,4.854934875886517,3.023805445454807,1.4876245398896482,0.10000012088377036,Iris-setosa
+7,4.793555898261188,3.0,1.3533659684179007,0.1,Iris-setosa
+8,6.193454330990872,2.907472125408054,5.552532971518556,1.7631390157876927,Iris-virginica
+9,5.707517296858236,2.9197545422222198,4.473737267544469,1.3228198073191626,Iris-versicolor
+10,7.013456217816392,3.153597796398956,5.69784673927278,2.285565957056516,Iris-virginica
+11,6.0472763324186305,2.228816045762512,4.99994241331547,1.4875000630947428,Iris-virginica
+12,7.366100792322863,2.9309579895975033,6.422310030750074,1.9390757059920811,Iris-virginica
+13,5.20613235939273,2.502990514380806,3.659439005780771,1.078044285458944,Iris-versicolor
+14,5.087557832716812,3.4180022235947827,1.7293723983241758,0.4971075818754071,Iris-setosa
+15,5.3670652036989965,3.7888399397209547,1.7839337725998718,0.22274803813204752,Iris-setosa
+16,7.899998058231006,3.7972696639600425,6.374883791646786,2.0043720866410553,Iris-virginica
+17,4.857593308445656,3.0272924967512833,1.4514059060942301,0.10000009616648549,Iris-setosa
+18,5.89198889265348,2.7556094873564336,5.281032023977873,1.9012194607540034,Iris-virginica
+19,5.834549816853378,3.026234237775548,4.269214126945113,1.4790880283920396,Iris-versicolor
+20,5.718776919605624,2.958728710915436,4.099880001488973,1.3105450038626423,Iris-versicolor
+21,7.705440027038989,2.6289406235245707,6.899998258166197,2.3077100821225125,Iris-virginica
+22,6.699626765662643,3.2951157841070846,5.683350680773693,2.499999342899797,Iris-virginica
+23,6.622637324775193,3.300010210359313,5.619401410552731,2.0761379689054387,Iris-virginica
+24,6.651586194730722,3.191644756112621,5.821811719549379,2.2964702475615706,Iris-virginica
+25,6.767986344990861,3.1370626241614317,6.00746463121337,2.2899613998127535,Iris-virginica
+26,5.67267540080905,2.5862998914050395,4.340081261612323,1.1779094418549034,Iris-versicolor
+27,7.9,3.8130226848695474,6.390909542605659,2.0087280270860166,Iris-virginica
+28,4.854066798913161,3.032821828395498,1.4404853332434064,0.1000000966889313,Iris-setosa
+29,6.666152265098692,3.0,4.597040725357564,1.3898738830655193,Iris-versicolor
+30,6.251316050469276,2.2982043530742984,4.561583088778789,1.3789097227527212,Iris-versicolor
+31,6.04204936628759,2.673824680729112,5.194440510081835,1.6122150216773885,Iris-versicolor
+32,5.227811826397738,3.7265741009766673,1.4574802934401776,0.29221919036792365,Iris-setosa
+33,5.3683069267010195,3.4056270596077614,1.4965843482834325,0.1990168810567129,Iris-setosa
+34,5.281494417194561,3.4035218020005695,1.5243695759661082,0.4215431764288043,Iris-setosa
+35,6.619134218056249,3.0412414185976218,5.260009344606553,2.02665242253436,Iris-virginica
+36,6.134682074824047,2.763312050981213,5.5814801044221936,1.5144163822989276,Iris-virginica
+37,6.196051493160528,2.751373635619623,4.78386210330102,1.3111418524838847,Iris-versicolor
+38,5.00111734849454,3.597071223674112,1.4057617840520276,0.23311518460431635,Iris-setosa
+39,5.0085357882856565,3.402200914580371,1.5522115838563502,0.1984181963508074,Iris-setosa
+40,5.153907426388169,2.721306699745475,4.077807928791724,1.4192900541222575,Iris-versicolor
+41,6.683570398338515,3.2884467888090696,5.675931903750985,2.5,Iris-virginica
+42,5.793431633265249,2.560030541442486,4.230720533795626,1.0670786916485522,Iris-versicolor
+43,4.591155529017465,3.6096089967407905,1.0,0.19251400166054256,Iris-setosa
+44,4.896429301824666,3.0565295976281104,1.485123040840969,0.1,Iris-setosa
+45,4.981246187862516,2.0,3.4545433014890534,0.6525422418672084,Iris-versicolor
+46,5.137245688093135,3.7585276389175792,1.4857329410438294,0.21755874515871365,Iris-setosa
+47,4.898270137147451,3.131163943717135,1.8084652771209662,0.1,Iris-setosa
+48,4.4,3.234784043048073,1.3079934528635182,0.19710438214503384,Iris-setosa
+49,4.969685547226697,2.0,3.2253390039699847,0.8697925599296426,Iris-versicolor
+50,5.9294107594775145,3.2974875614754993,4.539061370552014,1.567691002671145,Iris-versicolor
+51,5.656830818635421,2.845755290438787,4.059873673241496,1.3139787130820193,Iris-versicolor
+52,6.886711596401949,3.096500874799575,5.0395150817435175,2.298255087165403,Iris-virginica
+53,5.795015194817083,2.687515401967009,4.590825126743934,1.1756778665150698,Iris-versicolor
+54,6.681360747809648,3.2879509113422527,5.72030829636949,2.4999995948277625,Iris-virginica
+55,6.802394773379622,2.562847897907202,6.091358542721392,1.8340425123941515,Iris-virginica
+56,6.314895203546408,3.328066961665054,4.717459378423606,1.610043635900864,Iris-versicolor
+57,4.4,2.964574646328299,1.3784436522757166,0.1833973708194006,Iris-setosa
+58,5.101391068305388,3.7856280909988063,1.8044884678702349,0.19402998033313795,Iris-setosa
+59,7.9,3.7907591390707767,6.375025049740251,1.9766289662587238,Iris-virginica
+60,6.1252660167163535,3.3521252367261742,4.494640855769271,1.5951250037919509,Iris-versicolor
+61,6.2358467443432,2.302423952683412,4.545570537924133,1.4232668846299616,Iris-versicolor
+62,6.965906468523799,3.0270682378374114,5.0337439312901,2.2819317688079694,Iris-virginica
+63,5.3693647114406975,3.8999995440698454,1.3027513671634228,0.30976620347907935,Iris-setosa
+64,7.323682884465513,2.9185462289465005,6.2452642719415765,1.8348916251951226,Iris-virginica
+65,5.978593363583462,2.7785111870714183,4.478933386360279,1.1273298694760079,Iris-versicolor
+66,6.6978189919346365,3.1138041850154963,4.723214372799197,1.5049038541561939,Iris-versicolor
+67,7.899998986158536,3.805703883491118,6.3348711818358625,1.965334465992005,Iris-virginica
+68,5.026205827147548,3.4613667319598815,1.4855511808208195,0.40493825020681135,Iris-setosa
+69,6.117540813826727,2.7525559919676783,5.593664602798432,1.6045692765563118,Iris-virginica
+70,6.3610312795202155,2.5829628604427075,5.150788232451673,1.9506471176616331,Iris-virginica
+71,6.14707037874245,2.3138769410072126,4.9114285811355805,1.644168426888461,Iris-virginica
+72,4.788782909012456,2.975785416980982,1.3618539594119112,0.23675208759889105,Iris-setosa
+73,7.8999985773794945,3.8068851402604422,6.399228738075752,2.001623305361055,Iris-virginica
+74,5.866046756228771,2.824465812228023,4.66630922119972,1.263469261150051,Iris-versicolor
+75,6.303192056949822,3.377760407602284,5.572950495629526,2.408933955399246,Iris-virginica
+76,5.084126995379435,3.5482913834458563,1.378131697115132,0.21943615114424486,Iris-setosa
+77,6.209542346193079,2.880379914241076,4.228593368247256,1.2618578152096405,Iris-versicolor
+78,6.0668878698458295,2.6250096277817487,5.128844509656463,1.5962829825393563,Iris-versicolor
+79,5.979529617550858,2.660565733592968,5.159375324878982,1.888631004069797,Iris-virginica
+80,5.377563203165025,3.3641859619177525,1.497228862966427,0.2060127981432826,Iris-setosa
+81,5.0208698850135685,2.0,3.684663197152829,1.0032165843051395,Iris-versicolor
+82,4.971591666960297,2.0,3.4701924770407513,1.0367053426506827,Iris-versicolor
+83,6.210968989330662,2.5767443878707796,5.034889896214304,1.5193196763833912,Iris-versicolor
+84,7.695358423679407,2.617482299465074,6.899998939032179,2.3178053879874403,Iris-virginica
+85,4.894430926933697,3.1750349784157956,1.4043435747758817,0.239670266405262,Iris-setosa
+86,7.700604176968296,2.6229364358437857,6.899998783546501,2.2915941251050755,Iris-virginica
+87,5.091288785218583,3.7470623966906156,1.6122241992867175,0.21922528178851372,Iris-setosa
+88,4.976638837748196,2.0000008366891504,3.3127281747903075,0.9345926857236,Iris-versicolor
+89,5.813462078723287,3.0420134922155095,4.49423769528143,1.4896232529414977,Iris-versicolor
+90,5.412650429864501,3.9,1.300976863575847,0.5191898670030266,Iris-setosa
+91,5.722440929713797,2.8608498802780424,4.443885375527203,1.2573588648820675,Iris-versicolor
+92,5.070458500902409,3.7721791812882386,1.785818406000151,0.202947882273869,Iris-setosa
+93,5.186767840707417,3.740116881206565,1.6348827053848851,0.29892092673354986,Iris-setosa
+94,4.5992272572541255,3.605613793948537,1.0,0.19377373876658974,Iris-setosa
+95,6.708177710953871,3.304446729188348,5.7351690944941485,2.499998778307345,Iris-virginica
+96,4.964725201337762,3.384449369348104,1.5546733291330144,0.437275025200668,Iris-setosa
+97,6.725446256704251,3.2820993490900165,5.681354763939199,2.4999994750176526,Iris-virginica
+98,5.37948071718639,3.372711850341528,1.4785897507370984,0.18821859510904287,Iris-setosa
+99,6.554322881313776,3.126253160580977,5.940773056071592,2.307503765816983,Iris-virginica
+100,6.647120493205348,3.129309666030872,4.693415579144328,1.4852715427897811,Iris-versicolor
+101,5.604829242412578,2.8580092159386883,3.705573991918694,1.2452669397419576,Iris-versicolor
+102,4.928936932159315,2.0,3.44136758078604,1.0174906721059558,Iris-versicolor
+103,6.097459248460606,2.5686272149913547,5.557003034429297,1.449088783942763,Iris-virginica
+104,5.727467308184505,2.5814986607548063,4.000593001561874,1.1462439195434353,Iris-versicolor
+105,4.9011802239297335,3.1818295458527888,1.4441795949747922,0.3156871446703944,Iris-setosa
+106,5.933080270609754,3.0,4.292420977045208,1.4793282706521285,Iris-versicolor
+107,5.626370841783789,2.911684639744984,3.773973569970211,1.286005259579194,Iris-versicolor
+108,7.527814978636633,2.833436543230123,6.535518084043694,1.8995542877340845,Iris-virginica
+109,5.0344647115541,2.0,3.4617383053261115,0.9981396616244342,Iris-versicolor
+110,7.701859629183722,2.5810438037981616,6.9,2.282923053140201,Iris-virginica
+111,6.7535132084678615,2.935438197279615,4.689828078974439,1.419450843825635,Iris-versicolor
+112,5.936861418423503,2.9114297718198383,4.4474034631178725,1.3093713739015682,Iris-versicolor
+113,7.899998921005832,3.786043755605681,6.392484794591079,2.013746385070249,Iris-virginica
+114,4.579870307906366,3.635462288224114,1.0,0.19861458215288968,Iris-setosa
+115,7.686373679385583,2.930546515686862,6.692538697259208,2.052431289025943,Iris-virginica
+116,5.5973052871645566,3.757720636418893,1.603949826546776,0.36099649682735285,Iris-setosa
+117,6.3677433045865195,2.3396264880073163,5.502147380264466,1.6601800857469924,Iris-virginica
+118,6.740344502922317,2.9822733039874043,5.628459613648109,2.000745456582006,Iris-virginica
+119,7.9,3.815525702315606,6.354087226063345,2.0231723228254603,Iris-virginica

iris/tab_ddpm/1_3/11/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor

iris/tab_ddpm/1_3/11/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/1_3/11/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor

iris/tab_ddpm/1_3/12/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.674475321875596,3.165095136986112,5.297011343453671,2.0731415774224384,Iris-virginica
+1,6.365091285936313,2.9449445922630213,4.2989136474509335,1.3332592802707695,Iris-versicolor
+2,5.362114192611025,3.9,1.2747553353990733,0.4066387006792502,Iris-setosa
+3,5.3251292738331335,3.3874481542295314,1.4829040996026503,0.20787193183874259,Iris-setosa
+4,6.81911559146561,3.154810340926157,5.071677816889035,2.299602194736175,Iris-virginica
+5,5.74678597530632,2.729974859604414,4.548783189033026,1.1850193391509618,Iris-versicolor
+6,5.9412626133325395,3.0429076783054354,4.33104436712771,1.5207846924144806,Iris-versicolor
+7,5.915345769064397,2.7509615489089936,4.260033077144577,0.9959831146063858,Iris-versicolor
+8,6.475131461969133,3.0827328395107427,5.17352978401205,1.9414309429268781,Iris-virginica
+9,4.895674152705542,3.0641170408615883,1.4756177528858283,0.1,Iris-setosa
+10,5.026147022191505,3.319009745541501,1.443880596409446,0.20603274755321485,Iris-setosa
+11,5.077644195628131,3.501037441785482,1.3955878115631184,0.26864027821632774,Iris-setosa
+12,6.742158498328451,3.3394963881117756,5.748616641088773,2.5,Iris-virginica
+13,6.313876914774293,2.325164678009382,4.452982513369541,1.3422201770365987,Iris-versicolor
+14,5.6407990087466535,2.9130487633114672,4.151086125448631,1.304068888888694,Iris-versicolor
+15,5.687236850572381,2.5769420752974512,3.8840712415328698,0.9121748090726054,Iris-versicolor
+16,6.105238576381156,3.0,4.6727163837795755,1.4783043666931532,Iris-versicolor
+17,4.742917453255221,2.9586163770103844,1.3787938803412774,0.31179493829911664,Iris-setosa
+18,5.182271967199204,3.7416591899778053,1.5465425091034437,0.19236893363104668,Iris-setosa
+19,5.218747831232214,3.752362185133458,1.4918557028903108,0.21574153816738387,Iris-setosa
+20,6.775919919399236,3.143541298735113,5.8531721448167,2.263597417272001,Iris-virginica
+21,6.176117269520173,3.0,4.568422580494174,1.456993635800608,Iris-versicolor
+22,7.899998994706418,3.775665856110044,6.4001332585356945,2.010434522698751,Iris-virginica
+23,4.845971491918794,3.0,1.407184931961685,0.10000009373798101,Iris-setosa
+24,5.654318840480107,2.819949277212785,4.489005988163811,1.303994409206139,Iris-versicolor
+25,4.7504565426082115,3.4057130811049063,1.4757922458649846,0.22066231999581543,Iris-setosa
+26,4.546005985514107,3.3904996563475436,1.3669162322570199,0.2944135511606465,Iris-setosa
+27,6.2072999441374845,2.8687888014036655,4.57713523827883,1.2554513064372845,Iris-versicolor
+28,4.400000602002157,3.21430805295319,1.300361547081404,0.19944402096740568,Iris-setosa
+29,5.829429987416513,2.7397702652983256,4.436854210251279,1.1754742868088266,Iris-versicolor
+30,5.948495952651933,2.9804563733430185,5.114023135184551,1.8906849951258702,Iris-virginica
+31,6.586034323493938,2.7820065093022333,5.789829491273463,1.6741270576841136,Iris-virginica
+32,5.591361355418741,3.0,4.151244452068313,1.3050888900045814,Iris-versicolor
+33,4.966515370843508,3.255319251564624,1.4237297077821573,0.3777163814415951,Iris-setosa
+34,5.128560100159097,3.4994033223172853,1.3972803601810535,0.20126642377851145,Iris-setosa
+35,5.425373534932611,3.371600190780755,1.9191549392716234,0.19845772305293513,Iris-setosa
+36,6.586974098001669,3.2673981453344307,5.5165369227983065,2.0190477681083294,Iris-virginica
+37,6.149581800576707,2.785067929417515,4.186344491213659,1.1689483144222912,Iris-versicolor
+38,6.60933850130748,3.2723947535041775,5.752279306997244,2.1593971507516123,Iris-virginica
+39,5.127290789937143,3.483408789699841,1.3946913339609603,0.19935132619554785,Iris-setosa
+40,6.186745569028902,2.287523788576555,4.5938570791611895,1.5119107931817641,Iris-versicolor
+41,5.494827671066995,3.7731951622285353,1.849690631559967,0.32816821868433665,Iris-setosa
+42,5.620231752656583,3.0,4.188443324994231,1.3165359972427713,Iris-versicolor
+43,5.303752618715499,2.713005056073964,3.9779121457490056,1.3340845238897365,Iris-versicolor
+44,6.362193963937822,2.857822477878035,4.229707658960037,1.3124678923009252,Iris-versicolor
+45,4.990103203085291,2.4588363563598254,2.793135255908629,1.0481043071024931,Iris-versicolor
+46,5.950735190098605,3.0,4.2541763087379225,1.4843142687781747,Iris-versicolor
+47,5.473488603770886,2.4424579251302196,3.8635269013607005,1.0008522300827605,Iris-versicolor
+48,5.694996200002059,2.7489420260531574,4.550836003240133,1.1976935426930182,Iris-versicolor
+49,5.282568103976569,3.899999641373975,1.2787341644131578,0.3837187808145372,Iris-setosa
+50,5.499223241745481,2.629747758029781,3.654066163505875,1.1330036178044052,Iris-versicolor
+51,5.059290949389067,3.247088790640384,1.4009251170441583,0.2005559672595614,Iris-setosa
+52,7.899997648333139,3.7851254687446816,6.383846662896618,2.00810306712657,Iris-virginica
+53,4.746759398312512,3.3780669928120077,1.633653220124092,0.19428343769196355,Iris-setosa
+54,6.097720284663091,2.7321986415041066,5.589397675950038,1.480528921482566,Iris-virginica
+55,6.768258675357215,3.0,4.722348468421584,1.4655339241725278,Iris-versicolor
+56,7.679825749620694,2.9466082805972107,6.673811408326737,2.0254329487890286,Iris-virginica
+57,6.270282452212001,2.9966392658655168,4.322795468611943,1.3450088553404569,Iris-versicolor
+58,6.350494950682188,3.411024057304463,5.636953583528694,2.392970782655475,Iris-virginica
+59,7.69245460410653,2.5830605959110637,6.9,2.2845535588245807,Iris-virginica
+60,4.907001742208985,3.0670951248249607,1.4720190609504569,0.1,Iris-setosa
+61,5.20689441117279,2.526106205914391,3.4483523786827486,1.1010630145997533,Iris-versicolor
+62,6.146075723803082,2.7903616011482075,4.369665394073014,1.1353700062424064,Iris-versicolor
+63,5.74948334070659,3.031478315062579,4.44349700689601,1.4999453046789495,Iris-versicolor
+64,5.054452646780625,3.5459808105146546,1.4549253711773746,0.19720236277693132,Iris-setosa
+65,5.256974724685953,3.5186950138840536,1.4850664622658944,0.19814892303497703,Iris-setosa
+66,6.197952718931902,2.3959883999796223,4.790049303219633,1.4757627397311257,Iris-versicolor
+67,5.07369593537741,3.5389972175983644,1.3916881502393759,0.20621930973589897,Iris-setosa
+68,5.004401659307325,2.0,3.6783542303521175,0.9265792368582173,Iris-versicolor
+69,5.8203002760782905,3.1537531968775805,4.580821320729341,1.5234598326493412,Iris-versicolor
+70,6.635076511548686,3.0319754789519666,4.633173281645635,1.471092679273932,Iris-versicolor
+71,5.356975709502914,3.8999996258895826,1.2897822100931824,0.5932971560305951,Iris-setosa
+72,5.529499378282776,3.7792776210407366,1.499824588735252,0.26590196748603595,Iris-setosa
+73,5.031687291631173,2.0000021720965426,3.5106726807185464,1.0637315921577757,Iris-versicolor
+74,5.1963829076392996,3.470967299623659,1.406486308541651,0.27181471489014747,Iris-setosa
+75,5.9897323334178045,2.9166146794480663,4.691484396735658,1.3127882665397874,Iris-versicolor
+76,4.993737428691772,2.0000010922845615,3.3684996466017374,1.021062958232029,Iris-versicolor
+77,7.733659469374526,2.618027574534235,6.899998890942183,2.322552188022429,Iris-virginica
+78,6.649567113815994,3.0,5.498749412008795,2.0089022059957147,Iris-virginica
+79,5.583610294407892,2.9727239450204355,3.9060899895948573,1.2983876796638403,Iris-versicolor
+80,6.795206784413485,2.82151039532009,4.808052927484898,1.4048580735108747,Iris-versicolor
+81,6.2791048099912405,2.255199900854718,4.473332308094909,1.4689301401139383,Iris-versicolor
+82,4.910228035258816,2.4055202174633528,3.2673084440363134,1.0147709648737113,Iris-versicolor
+83,5.608384664059174,2.552915226897384,4.258958226036423,1.0565805058476845,Iris-versicolor
+84,5.075455414059841,3.3006180632318953,1.4885918354317493,0.427115194601704,Iris-setosa
+85,4.791443723608902,3.0,1.3752584646984243,0.1,Iris-setosa
+86,6.162452056401076,3.2726745803013855,4.639743398271063,1.5399352109302717,Iris-versicolor
+87,6.18207915650914,2.3031097572485177,4.272877023119188,1.2152511764133238,Iris-versicolor
+88,5.130685131796174,3.485946519670661,1.3756871200035712,0.2578578548674263,Iris-setosa
+89,6.716197435129728,3.021811796845237,5.6570350234798,2.0475905566572665,Iris-virginica
+90,6.82488537698344,3.0812216636535648,5.0458150604566505,2.2802786649942024,Iris-virginica
+91,5.770766888255631,3.131227151519217,4.463113612542578,1.5156765515991555,Iris-versicolor
+92,5.565845171387119,2.668611595986009,4.485412922355001,1.2298899364164686,Iris-versicolor
+93,5.053178695072298,2.500238637161128,3.0017404534150742,1.1041076179152327,Iris-versicolor
+94,7.757914031749041,2.8533307308876386,6.7492716988376005,2.0326563395338257,Iris-virginica
+95,6.688281132305595,3.3102025411580365,5.6838837379026454,2.499999481042664,Iris-virginica
+96,6.59150661838441,3.216080301366399,4.720003465999085,1.5425496282525955,Iris-versicolor
+97,6.470913260357309,3.3000961169086533,5.700747059997632,2.371127131045795,Iris-virginica
+98,4.484758413618666,2.2559916653652614,1.2928273614515686,0.29619949764596565,Iris-setosa
+99,5.899060118688322,2.148531453991111,4.876735735520826,1.4581384281774121,Iris-virginica
+100,6.666560655830811,3.312162774838169,5.704462281024252,2.4999994734206217,Iris-virginica
+101,4.656038206077245,3.2103750463665826,1.4001398907705083,0.3229120934640956,Iris-setosa
+102,6.344844271553488,3.345719061147957,5.669807044759037,2.393881815316905,Iris-virginica
+103,5.215865265392047,3.7103047654054135,1.4754949260632964,0.20740581858696688,Iris-setosa
+104,5.312282742976393,2.5418537855235033,3.7252123987220997,1.2240359804113605,Iris-versicolor
+105,4.86425221043476,3.0,1.4187152934126623,0.1,Iris-setosa
+106,6.852346783922534,3.0,5.218478861215984,2.2322631965701114,Iris-virginica
+107,5.682366266729857,2.9972637971497114,4.194300011872862,1.3286073516994474,Iris-versicolor
+108,7.718819084673429,2.865533498907206,6.716724109883129,2.036585002961721,Iris-virginica
+109,6.340697581749754,2.304202487988821,4.388584365843363,1.284284797209452,Iris-versicolor
+110,6.663333441400504,3.269320361727387,5.678564856207853,2.5,Iris-virginica
+111,5.136853680863747,3.519693232999279,1.401754779186573,0.21204497067927208,Iris-setosa
+112,6.447545530575347,3.000921471767332,5.860184618298573,2.2851519203641684,Iris-virginica
+113,4.856560822923021,3.362142301504376,1.5503001320236214,0.19286348561274408,Iris-setosa
+114,4.534902280454428,2.5144087995949853,1.3349083858918918,0.284277150854269,Iris-setosa
+115,5.0326398153228835,3.7372005349822994,1.4383306996632352,0.19432922178471101,Iris-setosa
+116,7.709066479083163,2.5728151540222637,6.9,2.2875856895978903,Iris-virginica
+117,7.552825246369594,2.8233400476654698,6.582184196092914,1.9329807591797232,Iris-virginica
+118,5.9630064051345775,2.629520054228869,4.486113246816758,1.1025730994219567,Iris-versicolor
+119,6.615002255994178,3.1993273409166,4.750152279982843,1.531928967115258,Iris-versicolor

iris/tab_ddpm/1_3/12/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor

iris/tab_ddpm/1_3/12/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/1_3/12/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor

iris/tab_ddpm/1_3/13/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.132630916716409,2.288721540751714,4.918819114841436,1.7125930476787155,Iris-virginica
+1,5.0018031565492125,2.0000009036626487,3.474360310770117,0.8430455335678153,Iris-versicolor
+2,4.913784705409873,3.0,1.421420197389122,0.19928850514740898,Iris-setosa
+3,6.0819635852112395,2.7968808779837664,5.514697528356031,1.67224390365155,Iris-virginica
+4,6.012941660938644,2.198166813381006,5.076332742524326,1.6044719247555213,Iris-virginica
+5,5.011560328211488,2.000000783620134,3.4875880403382946,0.9676779251532215,Iris-versicolor
+6,5.575388036126431,3.0,4.012900520375614,1.3114461276063218,Iris-versicolor
+7,5.234616602055757,3.5270561390032906,1.424956060175373,0.37042239455098896,Iris-setosa
+8,4.5037948444322025,2.262130925983138,1.2771697907106363,0.2832661739619649,Iris-setosa
+9,6.1180316576182046,2.289748290779038,5.108422198850457,1.5677754170837788,Iris-virginica
+10,7.899998855349937,3.799056851679513,6.36640229910312,1.963042092785565,Iris-virginica
+11,4.822975006931609,3.0,1.402334019557854,0.10000010677637487,Iris-setosa
+12,6.66809349187067,3.0097431580299614,5.657362493893238,1.9732373021080325,Iris-virginica
+13,4.89909625162642,3.098482965911909,1.4903862809368398,0.1,Iris-setosa
+14,6.378560937548744,2.5683199892727577,4.415182624246153,1.2671169615776128,Iris-versicolor
+15,6.276056616616053,2.521396888593593,4.471635889721277,1.2284147872958933,Iris-versicolor
+16,6.1011788402102685,2.9183072223885547,5.450326098201282,1.8230063120329019,Iris-virginica
+17,5.905038215146333,3.0,5.010357985696374,1.7846468535112474,Iris-virginica
+18,4.4,3.183353566140272,1.2923062527800409,0.19815975784886297,Iris-setosa
+19,7.698845682807268,2.6101678910786617,6.89999871635987,2.2787195092218986,Iris-virginica
+20,6.8215623798759255,3.213906129471977,5.611623584859512,2.2943859454132394,Iris-virginica
+21,5.170207687439623,3.4748814526875234,1.3741195777001678,0.2021892037823676,Iris-setosa
+22,4.812755758880265,3.0,1.4028776931764082,0.1,Iris-setosa
+23,6.667520968334448,3.13784102772714,4.7357525570660615,1.4984497781946464,Iris-versicolor
+24,6.375796782838476,2.474807210938662,4.477698946206812,1.3461218839894726,Iris-versicolor
+25,5.144414122497893,3.4022762048127793,1.580396104829196,0.4534346206766149,Iris-setosa
+26,6.84120203622002,3.133700212893004,5.548849695827301,2.293758564446171,Iris-virginica
+27,5.005072547487114,2.0000005044546314,3.127199674248799,1.0467277689454286,Iris-versicolor
+28,5.815266950135094,2.9339304567068396,5.0489244740692305,1.8621430089815303,Iris-virginica
+29,7.748155730246609,2.5939915190531395,6.899998953181868,2.314058938760067,Iris-virginica
+30,6.789424395819246,3.047680379971124,5.176628981916409,2.270448351221538,Iris-virginica
+31,5.095230906309102,3.6557259530786763,1.4294491216222105,0.3916784922300577,Iris-setosa
+32,6.037228586169504,2.9147726851325486,4.901682582240031,1.5869975598284844,Iris-versicolor
+33,7.711609608772385,2.604245643262841,6.899998607742051,2.2987135779970296,Iris-virginica
+34,6.452707972994632,3.236412221194331,5.248704577243253,1.976445289911122,Iris-virginica
+35,4.759864526853738,3.0,1.3814774446084312,0.2922385374719928,Iris-setosa
+36,4.912337524518956,3.1178424286157833,1.6368174620243512,0.1,Iris-setosa
+37,6.15953682980932,2.9841206358763475,5.411231739816047,1.6788122110318007,Iris-virginica
+38,6.143095392174239,3.3480147739509176,4.593519492929346,1.6279331997426814,Iris-versicolor
+39,5.92372095404356,3.0,5.184520684603848,1.762753514825874,Iris-virginica
+40,4.8637920184307415,3.086222924024339,1.4032569988259807,0.2874102517406628,Iris-setosa
+41,5.1769335833081,3.7384691192007153,1.4878154798196326,0.21756613449840653,Iris-setosa
+42,4.955088126069883,3.0177721472033716,1.4095152531839423,0.19705675578391035,Iris-setosa
+43,7.726016019662489,2.604315565581179,6.9,2.3057648813952154,Iris-virginica
+44,4.489424588770678,2.308531234487518,1.2737342837308632,0.3244716325817315,Iris-setosa
+45,4.400000591523452,3.16999686563941,1.296154643268572,0.2054699379410407,Iris-setosa
+46,6.193737135026677,2.6210723868631716,5.644977909755032,1.4297936863649734,Iris-virginica
+47,5.147303068653066,3.4438196351371726,1.3774107497456831,0.20249667217195064,Iris-setosa
+48,7.7064772764252645,2.607385780184579,6.9,2.304308737327986,Iris-virginica
+49,4.60152125082215,3.411896060126246,1.4018372364492457,0.2910500224567249,Iris-setosa
+50,5.398319705352115,3.9,1.2990491774567998,0.5453134729687695,Iris-setosa
+51,6.489846963699312,3.2034192147216047,5.099979941856901,1.9771312205345806,Iris-virginica
+52,4.961452478000681,2.0,3.5533048384611927,0.9385161335112848,Iris-versicolor
+53,5.360776333174719,3.7589098118217863,1.8195254027066687,0.2199227280109623,Iris-setosa
+54,6.7225565387671224,3.0,5.571963611291105,2.027700486845487,Iris-virginica
+55,6.397790253101275,3.3965402717241604,5.6235267706781285,2.387456711536205,Iris-virginica
+56,5.8102816013533465,2.890082102373076,4.344381060165284,1.3188184726683794,Iris-versicolor
+57,7.679512861807862,2.574321028391753,6.9,2.3008931595144597,Iris-virginica
+58,6.654976658325639,3.204329299636444,5.50116606793679,2.018616696172262,Iris-virginica
+59,4.82649831775918,3.0,1.4072774199409037,0.2746933921637678,Iris-setosa
+60,5.978426069337576,2.538618944340509,5.049866604096507,1.8558364266218288,Iris-virginica
+61,7.712290904749649,2.6186519808105624,6.899998910133936,2.303101272253438,Iris-virginica
+62,7.01678615696873,3.0,5.790271052558308,2.0703716206326614,Iris-virginica
+63,5.0680814173999345,3.7761808339566993,1.5531377423745907,0.19973637311264597,Iris-setosa
+64,7.688668056805778,2.768692423986572,6.699678808052045,1.9868607240164906,Iris-virginica
+65,5.192944605277784,3.7788782328714117,1.6926515009258165,0.2062921366405382,Iris-setosa
+66,7.728684570843082,2.5711788993564406,6.9,2.3311374135314833,Iris-virginica
+67,4.400000452450657,2.9149618979675522,1.390077117179128,0.1877735982849673,Iris-setosa
+68,5.427226223322899,3.9,1.3211913907240285,0.6007516901703341,Iris-setosa
+69,5.554095471278316,2.7409784789911598,4.224430004423276,1.3070911273881605,Iris-versicolor
+70,4.842294369249887,3.0,1.3905894956417364,0.22982588183519437,Iris-setosa
+71,6.000255810701079,2.218586439460977,5.004276576964518,1.5073607863544605,Iris-virginica
+72,5.086632969741099,3.4930434665127263,1.407694820221119,0.20212526904380132,Iris-setosa
+73,5.978531703480903,2.989848020366144,4.461510617503526,1.3343868086485269,Iris-versicolor
+74,4.821627878683868,3.0,1.4203232589623056,0.10000013656782447,Iris-setosa
+75,7.667445257821404,2.9770014837421703,6.582699966924606,2.0647897681721488,Iris-virginica
+76,4.532016404665706,3.336788062134875,1.3490843470288327,0.361561777064718,Iris-setosa
+77,4.645881388883331,2.7819381386566926,1.354652652708008,0.45143042638419284,Iris-setosa
+78,6.293427547308052,2.4852465868750295,4.9736902702537575,1.498222937986,Iris-versicolor
+79,6.558091574100263,3.38438252315198,5.693503950952715,2.2938588591895157,Iris-virginica
+80,6.28664521682588,2.4512746221381736,5.041435144869273,1.8134023591089805,Iris-virginica
+81,5.334441392019619,3.3775722057252158,1.481245839460503,0.19619657065900392,Iris-setosa
+82,4.678105017447074,2.9049623660486277,1.3487612798238922,0.2955993777877617,Iris-setosa
+83,5.013555060333368,2.449320332834492,3.4875142994666573,1.0839023635746987,Iris-versicolor
+84,6.696953369391253,3.290005387208885,5.681314171456142,2.499999496946213,Iris-virginica
+85,6.907997807181935,3.0700474535405666,5.199441738435792,2.2904743157521943,Iris-virginica
+86,4.690462431787449,3.428387108119105,1.4242096804757942,0.288469599884812,Iris-setosa
+87,7.07978414505196,2.9261789410422128,6.163912591518792,1.7646211170643462,Iris-virginica
+88,6.758082426717596,3.0366870681562155,5.674023335367155,2.2377903058488022,Iris-virginica
+89,6.878759416533872,3.1313655708706323,5.780312075496597,2.272428602773407,Iris-virginica
+90,5.959694998237019,2.82451115624458,4.70407284357324,1.2491213656328588,Iris-versicolor
+91,6.313713711671485,2.8794165854488423,5.528197667781244,1.8295780770394259,Iris-virginica
+92,7.657977142287983,2.6137983765100765,6.899998634416353,2.2947083879067534,Iris-virginica
+93,6.289716359194012,2.9464757027760733,5.539738244121804,1.8188305070594175,Iris-virginica
+94,5.008550673821389,2.0000010688930256,3.343092241438436,1.0070761507882113,Iris-versicolor
+95,7.717726523083154,2.5949418237997803,6.9,2.3125714867884706,Iris-virginica
+96,7.9,3.8206249162941366,6.452334056356602,2.043422678461235,Iris-virginica
+97,7.294433275521861,3.0619318241788025,6.3024607772033105,2.1805840348517034,Iris-virginica
+98,4.950345372236136,2.4497706953008223,3.0844774469435507,1.0398901532085967,Iris-versicolor
+99,7.746895607487064,2.639067742607649,6.9,2.3056186925423536,Iris-virginica
+100,6.700729751412163,3.335452350903951,5.71695767904082,2.5,Iris-virginica
+101,6.0217743655700655,3.3864673540885115,4.565805813079948,1.5754378777601785,Iris-versicolor
+102,7.408216275367242,3.05275360080389,6.374230156810766,2.174910617876809,Iris-virginica
+103,5.964789324302281,3.4102357674019315,4.469151530889995,1.588547889184777,Iris-versicolor
+104,7.706948923804841,2.934829721446566,6.677865509304583,2.0502662697886844,Iris-virginica
+105,4.8162124601243175,3.0,1.3952533580009274,0.349442990692481,Iris-setosa
+106,6.94970290432147,3.150453055721048,5.6853027443159805,2.2739971899337257,Iris-virginica
+107,5.170371755290294,2.519802154790398,3.5408257250268917,1.2085554146171782,Iris-versicolor
+108,7.386790520940968,2.828313805227161,6.395710305033535,1.8226534892531727,Iris-virginica
+109,5.964936211665763,2.927343763636797,4.3163294367504506,1.5054373388365525,Iris-versicolor
+110,6.5266036624422235,3.0,6.008799917782735,2.2714894016001215,Iris-virginica
+111,6.981696389565455,3.090062514929611,5.2115600760382454,2.2933659046735686,Iris-virginica
+112,5.641937352882508,2.9649429886201206,3.7956320842876394,1.314942117643485,Iris-versicolor
+113,5.7492318979158545,2.72884208437675,3.939288648752729,0.9030069880302125,Iris-versicolor
+114,5.819364888600212,2.9098973797409746,4.591014933312237,1.3193476516095914,Iris-versicolor
+115,5.1281581143999,3.5059038307205452,1.3969519621520168,0.29480450193735563,Iris-setosa
+116,5.477605008314983,3.407909443068092,2.0547565011598623,0.20068968022292008,Iris-setosa
+117,7.674830270894369,2.599413134088347,6.9,2.276504025554473,Iris-virginica
+118,5.978258610633283,2.722411559279264,5.066675735589359,1.5814170272119445,Iris-versicolor
+119,7.739109280464733,2.5962965777441243,6.899998589401769,2.286596952096392,Iris-virginica

iris/tab_ddpm/1_3/13/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor

iris/tab_ddpm/1_3/13/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/1_3/13/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor

iris/tab_ddpm/1_3/14/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.547295487876332,2.4226350772023504,3.7320546761346316,1.0013817376693412,Iris-versicolor
+1,6.279345490889899,2.8459300699641954,4.286910257326077,1.209736280615444,Iris-versicolor
+2,5.779069329849883,2.7819577821245067,4.531927312365858,1.2094838809688961,Iris-versicolor
+3,4.974547420403771,2.0,3.0751158564841776,0.9362495416781864,Iris-versicolor
+4,5.584142620132375,2.9027550872322943,3.47241928154508,1.3131587594020449,Iris-versicolor
+5,4.606284555712411,3.619407723425289,1.0,0.19855796587309096,Iris-setosa
+6,6.601043929649009,3.0503598100997333,5.576235901972398,1.9097792031306104,Iris-virginica
+7,6.338029242843085,2.793208137283341,5.616881229001155,1.6051468417356856,Iris-virginica
+8,4.808210566828265,3.0,1.4136194676832718,0.2086812948577861,Iris-setosa
+9,5.120789510108338,3.4730707573307433,1.3879056047322644,0.20228835240177812,Iris-setosa
+10,5.715355127040904,2.747227990367216,4.5218434815416995,1.2869503633649875,Iris-versicolor
+11,6.76474490776708,3.0,5.543023232436395,1.98037591520221,Iris-virginica
+12,5.683302735127536,2.93785947746672,4.208895888484306,1.2756133169413502,Iris-versicolor
+13,4.613298035881712,3.616680024015345,1.0000011957914572,0.20302842394227116,Iris-setosa
+14,5.040614355335971,2.000003094646977,3.6201358698432595,0.9832133483250711,Iris-versicolor
+15,4.4,2.8733855224787965,1.4004872351185287,0.18637272406570876,Iris-setosa
+16,7.587353001168499,2.949361472284349,6.5633697453792035,1.9846401475151423,Iris-virginica
+17,5.70752014438135,3.066793633779804,4.22148551974976,1.3770965646562399,Iris-versicolor
+18,6.756075764269275,3.134411035132437,5.010729865700898,2.1842998655686108,Iris-virginica
+19,7.9,3.8128955186889035,6.440881831647295,1.984026086383496,Iris-virginica
+20,6.724611470834973,3.3106680226265546,5.719919010800519,2.141245973925895,Iris-virginica
+21,5.022517278071597,2.4322665120423785,3.041586619502305,1.0461272823463068,Iris-versicolor
+22,5.911092409216055,2.714533140496357,4.490354259512139,1.1376545520860502,Iris-versicolor
+23,6.789810025558739,3.0859136580908153,4.761757339025258,1.5060337168573514,Iris-versicolor
+24,5.37925624095219,3.899999516294907,1.3432105647592805,0.48406941134717707,Iris-setosa
+25,6.33807221204946,2.357416144591191,4.527204847812838,1.3364840202629906,Iris-versicolor
+26,6.726283490947932,3.2797135331702054,5.695830883286274,2.1386651471414706,Iris-virginica
+27,5.8989425430976565,2.7978146565495337,4.934536567989129,1.5434805836731387,Iris-versicolor
+28,6.78117105514382,3.199642440196104,5.936683568294433,2.282332452629618,Iris-virginica
+29,4.999783550405383,2.0,3.594522850079836,0.9293574014183139,Iris-versicolor
+30,6.029467830339713,2.679609893404824,5.006666755878769,1.5778632638168588,Iris-versicolor
+31,6.538859241364519,2.4123532226283695,5.6703983799562465,1.7547879585997594,Iris-virginica
+32,6.154513451849942,2.3400328451345342,5.053690739084704,1.6630982965238672,Iris-virginica
+33,6.383538592974786,2.9074790642944213,5.4824751731922055,1.7817535835482392,Iris-virginica
+34,4.765238962493358,3.2714977332309103,1.4182002137578547,0.276031698090729,Iris-setosa
+35,6.337195093655628,2.278447840763852,4.398795137316201,1.3078751035260316,Iris-versicolor
+36,6.326792334008495,3.2960996765311457,4.726654796914206,1.5983000182954141,Iris-versicolor
+37,6.782214705186013,2.836574195163959,4.768817165682908,1.4270386023365358,Iris-versicolor
+38,7.716987163370459,2.6015037914187866,6.9,2.315697320206954,Iris-virginica
+39,7.63691745201779,2.6203291140569736,6.899996831891209,2.319621729638956,Iris-virginica
+40,4.658043324695639,3.602773234102959,1.000000670287329,0.19926759764746577,Iris-setosa
+41,6.975739534307885,2.8948384588190668,6.102078855105869,1.7303349534401753,Iris-virginica
+42,5.09114341808467,3.6647904329015044,1.844089036951387,0.20256436885306142,Iris-setosa
+43,6.03128318268321,2.576445330989784,5.608856522688136,1.395121789695363,Iris-virginica
+44,5.525543964549383,3.769203713872529,1.7485614975525103,0.2961373716534867,Iris-setosa
+45,5.536833766408364,2.551058578434333,4.300910276125057,1.100660818418004,Iris-versicolor
+46,5.547440158357351,2.6238291690890057,4.463960073436024,1.2167733564409493,Iris-versicolor
+47,7.0333355233854835,3.0280192012301494,5.937999609447645,2.152599088682741,Iris-virginica
+48,7.9,3.7918318422277095,6.433167389147049,2.009728807378949,Iris-virginica
+49,5.008456435277372,2.0000012188046665,3.38374854748242,1.0396000234124922,Iris-versicolor
+50,5.020940278112786,3.531667247770788,1.3998119354322163,0.20023432787058362,Iris-setosa
+51,4.893047756190783,3.5085192794622486,1.4068082002168214,0.2950823974229022,Iris-setosa
+52,5.01760226143036,2.4767362819238903,3.5567767182525283,1.0109573694679541,Iris-versicolor
+53,5.913848489852114,2.6892466236501122,4.196147112421649,1.0027346310114276,Iris-versicolor
+54,4.983544733118772,3.6242647047323,1.4014506181912039,0.2128475561239283,Iris-setosa
+55,5.016378022864326,3.66325106551681,1.4425462324653624,0.20630372748750012,Iris-setosa
+56,5.831873735185398,2.667173289133052,4.32249157733352,1.0159714683492445,Iris-versicolor
+57,7.641408880699248,2.798209465348364,6.65248193225342,1.9937946683243675,Iris-virginica
+58,5.087784758990992,3.4407104046267514,1.4027820262421478,0.1967866961015239,Iris-setosa
+59,5.3621616328757895,3.401603821263695,1.7663684439753522,0.3403141818565274,Iris-setosa
+60,6.747686142467261,2.91256120177288,5.789428492290781,1.6972457748930707,Iris-virginica
+61,7.71180081960423,2.5994263799452653,6.899998582018539,2.31384145765057,Iris-virginica
+62,6.674201541789128,3.0,4.580458761465608,1.4439409977197863,Iris-versicolor
+63,5.665926076606817,2.950725623961119,4.445869868504256,1.5116482563299063,Iris-versicolor
+64,6.063078334181581,3.401896753830973,4.491932318135471,1.628396567902746,Iris-versicolor
+65,5.776569303085194,2.6020414925248048,4.272343658984736,1.0488522544234031,Iris-versicolor
+66,7.6474446995866066,2.6106157259607303,6.899998644799031,2.302780827826809,Iris-virginica
+67,6.780921600031378,3.145132738115009,5.622339656516315,2.1470693864482553,Iris-virginica
+68,5.559530813328413,2.5004291668169163,3.989101253936641,1.1257755736744846,Iris-versicolor
+69,5.808665891806944,2.760992567373154,4.434947206981296,1.2240661250993046,Iris-versicolor
+70,7.6798268945262755,2.5940523720306636,6.9,2.295192260295253,Iris-virginica
+71,5.789606506436402,2.314559404284272,4.039915057348137,1.1462034696600036,Iris-versicolor
+72,4.95119064831427,2.0,3.135567121363591,1.0061065246615157,Iris-versicolor
+73,6.33616200165733,2.911254272441432,4.487920757368059,1.3214342476410534,Iris-versicolor
+74,7.746302827613506,2.9685781941994076,6.700331792729817,2.0994848969410005,Iris-virginica
+75,5.030875827897327,2.4782260983974025,2.7908801587155896,1.0718770863487073,Iris-versicolor
+76,4.475514096961067,2.232645603011132,1.3323358281079767,0.28071326242810046,Iris-setosa
+77,5.035078834538981,3.515828519252268,1.3925915847323518,0.20245123085639838,Iris-setosa
+78,4.782476847487242,3.0,1.4133524956174062,0.1,Iris-setosa
+79,6.809438167415597,3.1555972653907025,5.774859353740325,2.2685964199507236,Iris-virginica
+80,5.079636285142762,3.80314605201966,1.496948905406929,0.2092609877977688,Iris-setosa
+81,4.587138856208105,3.6018453890444184,1.0,0.20675241830811458,Iris-setosa
+82,5.610260991738966,2.787087299652694,3.7530331650235884,1.2398829448709203,Iris-versicolor
+83,6.333925180632902,3.0,5.334645198719992,1.797829174058001,Iris-virginica
+84,4.919991093211387,3.107251336829675,2.229223135546317,0.10000012144623119,Iris-setosa
+85,5.9797933284827165,3.307042896097233,4.4383498316707,1.5822860488251018,Iris-versicolor
+86,6.067275566207002,2.637867320947998,4.971413315945715,1.5503205235027047,Iris-versicolor
+87,4.894328165900469,3.0,1.4059623862334414,0.100000094227375,Iris-setosa
+88,4.4,2.9643089795887185,1.4002727244494624,0.20739832483887982,Iris-setosa
+89,5.858409405079781,3.0,4.376058399016116,1.5226816235709133,Iris-versicolor
+90,6.062698519702464,2.2124562610323477,4.8758046030964755,1.5194680269628649,Iris-virginica
+91,6.33824338317103,3.379721529054694,5.640631879155596,2.3760637872859935,Iris-virginica
+92,5.56862754219581,2.5927884211125565,4.20548611854031,1.186551948600721,Iris-versicolor
+93,4.881974834199143,3.475453845918011,1.4105843493839467,0.2885280390674504,Iris-setosa
+94,6.0872177284530835,3.140206319967423,4.529446197745622,1.522841930125611,Iris-versicolor
+95,5.123044842850224,3.4488541732659534,1.9368366108021102,0.2953336078041774,Iris-setosa
+96,6.235486612976112,2.1768086538877665,4.511167719858444,1.4915147901183046,Iris-versicolor
+97,6.134559002206677,3.066923568352466,5.154959613108674,1.8832308415584489,Iris-virginica
+98,5.834452405301497,2.7289188376973494,4.811381281559062,1.312545735822282,Iris-versicolor
+99,7.255404594465411,2.8679727412005875,6.254515893700781,1.764183867355004,Iris-virginica
+100,4.913136402237114,3.137546493317152,1.9047954309708537,0.1,Iris-setosa
+101,5.27260923917501,3.7431124539729375,1.7276685363718818,0.2973258767303012,Iris-setosa
+102,5.1679907923338275,3.4004398735082484,1.3982105812078822,0.194246372601946,Iris-setosa
+103,5.957741574768135,3.2305586553802885,4.465127918630249,1.5057242165842422,Iris-versicolor
+104,6.68526631316702,3.2950933200457935,5.654231571656833,2.5,Iris-virginica
+105,6.793906421883631,3.0,5.4199749156705845,2.146248587212726,Iris-virginica
+106,4.400000489766788,2.8649355540838606,1.3374422445969891,0.19599998498002133,Iris-setosa
+107,5.027364789845617,3.7039064881636827,1.4342608613384817,0.1944084676647741,Iris-setosa
+108,5.510273783305316,2.6066854379869437,3.948351424963444,1.2263921349677374,Iris-versicolor
+109,5.968019452666235,3.3167109885833983,4.538422264949774,1.6012522398217282,Iris-versicolor
+110,5.992357291232876,2.9060416975084604,4.2165595576758,1.2030317758929439,Iris-versicolor
+111,7.465955916786452,2.898847234611103,6.56547531860031,1.96359175588497,Iris-virginica
+112,6.930210280520753,3.0,5.551471608071459,2.1427975717814043,Iris-virginica
+113,4.7043754688894985,3.451391136633823,1.419854498399805,0.2759911840724813,Iris-setosa
+114,4.602855644271484,3.6201562980131343,1.0,0.20854306189626592,Iris-setosa
+115,4.97417056871487,2.5065458172030692,3.1907790418192157,1.1610982877489684,Iris-versicolor
+116,4.728680776274219,3.3919798301144195,1.4499607204356775,0.2893699710211394,Iris-setosa
+117,4.969071280856572,3.573165195388847,1.3724151066695267,0.20249261769240082,Iris-setosa
+118,6.905844302467153,3.162198765117778,5.649159023272349,2.3107944371611238,Iris-virginica
+119,6.37641942722988,3.0575454855507918,5.5607625265205165,2.326292442436128,Iris-virginica

iris/tab_ddpm/1_3/14/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor

iris/tab_ddpm/1_3/14/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/1_3/14/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor

iris/tab_ddpm/1_3/15/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.691059282260769,2.7351217316203504,4.529700067882573,1.2578256899069158,Iris-versicolor
+1,5.6708870197898085,2.866424576185504,3.964210652508494,1.2719424846481324,Iris-versicolor
+2,5.8354911711668045,2.89295867909767,4.4641660115535045,1.3096683514000127,Iris-versicolor
+3,4.997460552592316,2.0,3.597804471542275,0.8716768707181692,Iris-versicolor
+4,4.78723099840323,3.0,1.3549415250826318,0.1000000970174105,Iris-setosa
+5,5.5858321409747935,2.6931238917431117,4.472063622337524,1.2980581587573778,Iris-versicolor
+6,5.989704830367308,3.0,4.618457972508256,1.5241199369401894,Iris-versicolor
+7,6.13119855380087,2.1840836300332165,4.451096053700486,1.489104016946075,Iris-versicolor
+8,6.853356976575641,3.095222046716758,5.146833766930973,2.2714616967044057,Iris-virginica
+9,7.706310185598994,2.590356145915167,6.9,2.304319920927583,Iris-virginica
+10,5.716910415783129,3.0,4.496800372505882,1.5302388690598363,Iris-versicolor
+11,6.663181215947119,3.2937561695458304,5.667754249395524,2.4999995539848157,Iris-virginica
+12,4.8639445874651335,3.049098950337698,1.466519441569996,0.1,Iris-setosa
+13,6.8018030635888005,3.2059279161405514,5.828871317707956,2.258526850658782,Iris-virginica
+14,7.8999986325791,3.779400507741512,6.456679172810357,1.9809752082550665,Iris-virginica
+15,5.017208770194893,3.5933215932791107,1.364068634546614,0.20780137705264637,Iris-setosa
+16,4.987332193535514,2.0,3.4494809724029647,0.8258745903032438,Iris-versicolor
+17,5.0024885357384115,2.0,3.1382347383596274,0.9408121259181743,Iris-versicolor
+18,6.175320887909182,2.5643265226361867,5.588780236008301,1.4333309430952457,Iris-virginica
+19,4.868613159033585,3.0,1.4269319661950657,0.1000001123089874,Iris-setosa
+20,5.672934636471458,3.797136512142411,1.9174531321264676,0.42522473331190097,Iris-setosa
+21,5.960311818981575,2.715705842900978,5.040427028040005,1.5771230143091086,Iris-versicolor
+22,6.270146775075723,2.5315228352552293,4.2863752683543455,1.2592757370112375,Iris-versicolor
+23,6.663866489106444,3.135461309191185,4.736492939064208,1.5292216690582527,Iris-versicolor
+24,6.152842701019125,2.7353896984203216,5.565534906514274,1.666309996398535,Iris-virginica
+25,5.937787733823868,2.2949892970264414,4.021926211564304,1.192447443799922,Iris-versicolor
+26,4.763579985121105,3.38961841092543,1.734672237787066,0.18885350175787538,Iris-setosa
+27,5.819897029623847,3.0974967911832607,4.585553117771429,1.521646080111986,Iris-versicolor
+28,7.899748514072959,3.546646410361035,6.200299708380932,2.03118176321385,Iris-virginica
+29,5.665938705308097,3.0,4.302437241583662,1.5193798338492353,Iris-versicolor
+30,6.774818948258247,2.891052638463737,4.7387519742102615,1.3972510050768445,Iris-versicolor
+31,4.506760736843315,2.3100131287286825,1.3180626788282415,0.361726354703714,Iris-setosa
+32,5.174216047379988,3.795095033269471,1.491107057270417,0.2794984653649035,Iris-setosa
+33,4.895508048765751,3.1011371087812702,1.4893148902739322,0.10000019019127004,Iris-setosa
+34,6.413811715646807,2.3686160032436594,5.488450392331789,1.7978385890105222,Iris-virginica
+35,4.598136727161336,3.6015724607809823,1.0000005856393128,0.1971014206648532,Iris-setosa
+36,5.078947433908071,3.501582485384236,1.35469083735452,0.20144183766571944,Iris-setosa
+37,7.214823416235043,3.0,6.180958461762877,2.044789103082723,Iris-virginica
+38,5.104630940710402,2.6472100783594867,3.93537264650902,1.4128002189701454,Iris-versicolor
+39,6.768361141707889,2.953047686466015,5.754017486749361,1.8366594918377799,Iris-virginica
+40,4.897383148016369,3.0,1.3754749121556582,0.20592735982318802,Iris-setosa
+41,4.877306276007861,2.3919720276173453,3.5888509347962687,0.9937431149248022,Iris-versicolor
+42,5.974446101595227,3.1098574270917654,4.585810321097713,1.462649608216291,Iris-versicolor
+43,7.718628566909928,2.6208291766549627,6.899998986918855,2.29296961003162,Iris-virginica
+44,6.598337627058674,2.5076187296175663,5.769006305115789,1.7546755558657847,Iris-virginica
+45,6.6724236434052,3.2668098593190766,5.670800914600587,2.5,Iris-virginica
+46,6.031537833398917,2.8412893752710597,4.16731767583223,1.221368104851636,Iris-versicolor
+47,6.264323390203857,3.410536693656683,5.6086497722194695,2.3992233290167797,Iris-virginica
+48,6.319205227325485,3.212814956057907,4.606368534143834,1.539325460497321,Iris-versicolor
+49,4.988404180940351,2.0,3.501822075754804,0.9414984244366311,Iris-versicolor
+50,7.678272086346609,2.6106383456131614,6.9,2.3057186675821493,Iris-virginica
+51,5.0722053403415215,2.4837951993632053,3.384802927635524,1.1205257340343024,Iris-versicolor
+52,4.6355917106481375,3.5989311633088277,1.0,0.20203119418248708,Iris-setosa
+53,7.697053146472031,2.603652774249002,6.9,2.3083365030448837,Iris-virginica
+54,5.3612446164366645,3.9,1.2445307595988602,0.3610917335754319,Iris-setosa
+55,4.634654424448353,3.6156652617693026,1.0,0.20204797431794716,Iris-setosa
+56,6.605301217905378,3.092536865962133,4.613315790438316,1.4732692715189954,Iris-versicolor
+57,5.408654347758791,3.4228520766872004,1.7951429444853912,0.2011412446392639,Iris-setosa
+58,6.194603751892082,2.3096972719689792,4.555599854318283,1.4577100185172907,Iris-versicolor
+59,6.896404383470462,3.1152385561913096,5.3036944537212465,2.3112416866182923,Iris-virginica
+60,6.2275528377813565,2.255612413799557,4.479454000838769,1.4212947231849133,Iris-versicolor
+61,4.8936894400984565,3.083184488161591,1.4952093317485844,0.10000009872949545,Iris-setosa
+62,7.672249569306999,2.6374438314927318,6.899998907551174,2.29943076832544,Iris-virginica
+63,6.802065542233109,3.1867991151649275,5.782118653192105,2.2981506470461515,Iris-virginica
+64,7.899998002565816,3.772160983199775,6.43114046284275,2.012217513386225,Iris-virginica
+65,5.978110285712374,2.8096076491303754,5.286370914796953,1.7845316212123945,Iris-virginica
+66,7.7224508851031235,2.962048278213368,6.714697976022861,2.059446156290915,Iris-virginica
+67,7.899998694786886,3.7917793576187715,6.366578187551712,1.9711597567450327,Iris-virginica
+68,5.475565693759001,3.378300289484968,1.9983203015171362,0.19663616046055932,Iris-setosa
+69,5.841114514577572,3.0,4.33762951252439,1.484083073616338,Iris-versicolor
+70,5.980956476194892,3.0,4.380467632361189,1.3592196525399254,Iris-versicolor
+71,6.069797830099028,2.6493871291533826,5.171983943742521,1.5780231729389904,Iris-versicolor
+72,6.8286246768920424,3.2098695323367257,5.821498737820646,2.2854262817456483,Iris-virginica
+73,6.207186990231101,2.2460516926808207,4.500846287207969,1.4707098123811777,Iris-versicolor
+74,6.735307497003795,3.2632947475201033,5.724851122795576,2.3412103248350986,Iris-virginica
+75,7.728156468577772,2.6102435034848663,6.9,2.3125074401265593,Iris-virginica
+76,4.4,3.2572264990250255,1.3049881437917537,0.20471615782952274,Iris-setosa
+77,5.955497913524931,3.2870310457745884,4.47104495929245,1.5482849459328913,Iris-versicolor
+78,7.496287951179652,2.8400244001682298,6.550768055363044,1.960519730492865,Iris-virginica
+79,6.633881559942641,3.012372694855184,4.475248497103748,1.469862196314512,Iris-versicolor
+80,5.023200773755656,2.000001737832473,3.549969880623435,1.0112523827738007,Iris-versicolor
+81,6.842248528232071,2.536690269520414,6.107951989382974,1.8468140506992188,Iris-virginica
+82,6.761363822277867,3.0,5.504336655216687,2.0603193337410897,Iris-virginica
+83,6.24637553597652,2.220390874920639,4.487139041112451,1.4930924061203579,Iris-versicolor
+84,5.678672104258911,3.0,4.506068421828079,1.4763594660092196,Iris-versicolor
+85,6.92551464250135,3.1974978936564438,5.886727757785126,2.25741664745818,Iris-virginica
+86,7.9,3.8013928382356337,6.363502103499385,2.0138711767227484,Iris-virginica
+87,5.343210479840277,3.8999995193106747,1.2471712373552746,0.3207267633011765,Iris-setosa
+88,6.736394642720196,3.3085067633544454,5.707635069984383,2.5,Iris-virginica
+89,6.020036088995847,2.7455734810461694,4.942774751467062,1.567447341243719,Iris-versicolor
+90,6.535315855793944,3.144064104913645,4.659149278587052,1.5088744904905322,Iris-versicolor
+91,7.711620734038761,2.5837423817578014,6.9,2.2762993619987393,Iris-virginica
+92,5.5706632483847365,3.781322045320331,1.6744676995470056,0.2938635925029188,Iris-setosa
+93,7.68763023131456,2.6312579083146117,6.8999983715241475,2.3264030733132963,Iris-virginica
+94,4.596542111189662,3.631307742800808,1.000000640710839,0.19825868400691066,Iris-setosa
+95,5.400105568880047,3.9,1.3147320622257017,0.3770039156235594,Iris-setosa
+96,5.0433645847386215,3.4987610563122464,1.3682358276725621,0.20676099905114825,Iris-setosa
+97,6.227335576697639,2.310538882305667,4.5004961348893175,1.4784966846614205,Iris-versicolor
+98,5.401309782813814,3.9,1.2950085378055611,0.4629599219250129,Iris-setosa
+99,4.679440473662297,3.2776420768543284,1.429802020078041,0.30304306756327526,Iris-setosa
+100,6.915178289566335,3.0,5.439751052856604,2.158639903122802,Iris-virginica
+101,5.803838712608017,2.742669174202659,4.020975859927558,1.1118023908128942,Iris-versicolor
+102,6.302215792383892,2.2788181888436188,4.659776637232708,1.482154669277392,Iris-versicolor
+103,5.616255971296199,2.889068700421899,4.380942572200399,1.338732813380281,Iris-versicolor
+104,5.380430800825899,3.8999994005427907,1.3020292363506256,0.30894888334416293,Iris-setosa
+105,6.118422482818501,2.6531841069583626,5.167918021314581,1.599842246865656,Iris-versicolor
+106,6.753209749717801,3.2270790190612555,5.786646766461108,2.3101220285090576,Iris-virginica
+107,4.582377403292267,3.649769315527821,1.0,0.20253547230253896,Iris-setosa
+108,6.030281431677273,2.4981410398467374,4.295490562723542,1.2242016943271392,Iris-versicolor
+109,6.837892802713004,3.127687379424581,5.572603058398769,2.3009469285101436,Iris-virginica
+110,6.297536846283012,2.772916546254483,4.262650173674221,1.1905206053322595,Iris-versicolor
+111,6.341028339156688,3.3971526187169605,5.6175823518219135,2.3912077155856917,Iris-virginica
+112,6.204851496985847,2.3465128440923384,4.7502664036750915,1.5242896313967125,Iris-versicolor
+113,6.115061480131242,3.4017302296081264,4.606157489989253,1.6208308068943842,Iris-versicolor
+114,5.569766804395519,2.533708127735072,4.286427228199628,1.0399847121218562,Iris-versicolor
+115,5.461875015836089,2.339502390125056,3.6156352260129987,0.9533961681736682,Iris-versicolor
+116,6.966130726435946,3.0,5.307867499639582,2.2630047995888534,Iris-virginica
+117,6.1132371654436435,2.6063291585974566,5.639194406155603,1.4027085504268035,Iris-virginica
+118,5.09936879634647,3.452294520940752,1.7271827772985724,0.5187070977629124,Iris-setosa
+119,4.5999831253984285,3.6086203536725896,1.000000739457383,0.20312769882644569,Iris-setosa

iris/tab_ddpm/1_3/15/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor

iris/tab_ddpm/1_3/15/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/1_3/15/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor

iris/tab_ddpm/1_3/16/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,4.810387336293325,2.973835084340751,1.3591346642697584,0.19034099929421366,Iris-setosa
+1,5.810021525636839,3.0,4.525119372840135,1.4738553034375148,Iris-versicolor
+2,6.8064142572325785,3.217255056076179,5.782821284731693,2.3118408681948512,Iris-virginica
+3,6.062591684772559,3.0,4.2400435718223255,1.4674986091726276,Iris-versicolor
+4,6.670045103145879,3.2313770466394347,5.712561420938627,2.499999022206454,Iris-virginica
+5,6.688163156737321,3.3112331705666582,5.704314957021316,2.4999996295082227,Iris-virginica
+6,6.628723574690394,3.125719268951826,4.689460898120162,1.498097435497491,Iris-versicolor
+7,5.8470775635278915,2.2582593215279343,4.194567004324772,1.2096693843186168,Iris-versicolor
+8,4.739230234614889,3.4458045698851096,1.414062172689432,0.48495652123276,Iris-setosa
+9,5.3053570691069245,3.378066402405318,1.4429616518922437,0.20561702587636274,Iris-setosa
+10,5.12892941193151,2.483801324314142,2.9809970122037357,1.052050882702064,Iris-versicolor
+11,7.9,3.7994945644517437,6.368157635871372,1.9837260060395454,Iris-virginica
+12,5.8457130773724995,2.9718272211108983,5.040769599973401,1.8330627298772844,Iris-virginica
+13,5.590798805230593,3.0,4.384800203729178,1.4594710259680255,Iris-versicolor
+14,4.952906395275138,2.0,3.3643210144316797,0.773591142683019,Iris-versicolor
+15,4.630455131707867,3.5937677652022675,1.000000402155421,0.19919481371618158,Iris-setosa
+16,5.602096790340617,2.943582609672414,3.7405310829252505,1.2905489685050395,Iris-versicolor
+17,6.476202531535359,3.0,5.50730619898891,1.8067111639993496,Iris-virginica
+18,5.671718085508632,2.7008948676858218,3.978028852668502,1.1707547090464554,Iris-versicolor
+19,4.4,3.109633822616565,1.3119676444180013,0.19127010802635694,Iris-setosa
+20,6.220546821972962,2.2347615209431315,4.3978162336535025,1.4703737771132535,Iris-versicolor
+21,4.9712277745191775,2.426339334136876,3.4327124517322156,0.9986192441024349,Iris-versicolor
+22,5.074596864969952,3.454740567346751,1.4966457465873164,0.45393381359196333,Iris-setosa
+23,6.147716577723683,2.8203406420832016,5.557641192967007,1.8122904861937545,Iris-virginica
+24,5.424136327444129,3.7331703777729466,1.5560770597284324,0.20972924369557752,Iris-setosa
+25,6.133986896871117,2.6134629271411955,4.758095412788807,1.522745145808455,Iris-versicolor
+26,4.4,3.262546880230227,1.2823998206475071,0.19359858638018684,Iris-setosa
+27,5.014211494446124,2.0000006571507463,3.4528724498286656,0.9691980839225933,Iris-versicolor
+28,5.459818377683505,3.899999508575373,1.2956625553519159,0.2978490065758467,Iris-setosa
+29,7.6982969820291425,2.568377731601897,6.9,2.3149539499790577,Iris-virginica
+30,6.256048136650337,3.0310405185722247,5.175744706634549,1.878824060356341,Iris-virginica
+31,4.961564549115129,3.57749850876276,1.4888081513771372,0.22118383894892177,Iris-setosa
+32,4.400000482430863,2.988429759941273,1.367632989673052,0.20105201616355337,Iris-setosa
+33,6.784771193869704,3.1999326149838536,5.807589952166401,2.2624604668798898,Iris-virginica
+34,6.427021233126082,3.003647936617522,5.339329992359466,1.8396067341245879,Iris-virginica
+35,5.558660523669025,2.5897873357284382,4.289616667943159,1.0896896187904344,Iris-versicolor
+36,6.199644903060562,2.7915749815264705,5.560621654239094,1.5983879870008944,Iris-virginica
+37,4.588000841256188,3.6089892838163906,1.0000003695156952,0.19876482000207757,Iris-setosa
+38,4.767939929414643,3.0,1.4032294112611354,0.10000009484151144,Iris-setosa
+39,5.113319996352468,2.502565514044948,3.631937117169814,1.238762787662563,Iris-versicolor
+40,5.320778891104327,2.5330534043077315,3.9851171061263035,1.191173781995148,Iris-versicolor
+41,5.7159639133432565,2.9021393875362045,3.793836805613799,1.3544569475299775,Iris-versicolor
+42,6.688038249085624,2.996177350005329,5.738126809562515,2.060305603288305,Iris-virginica
+43,6.7169100923502505,3.3216413151145985,5.737037610490488,2.5,Iris-virginica
+44,7.899998972311162,3.7600266713514414,6.429062694014134,2.0499369633313864,Iris-virginica
+45,6.094756525111732,3.275365407120913,4.613186293268039,1.530961391464637,Iris-versicolor
+46,7.899998182460147,3.791294976265264,6.492828515015516,1.970681053036838,Iris-virginica
+47,4.709302864751625,3.4428789476663977,1.4366377179292618,0.29946939540374284,Iris-setosa
+48,5.528746657031775,2.409873356220446,3.8217211819915464,1.062126919154607,Iris-versicolor
+49,5.423257875952192,3.388803820111675,1.5673147548632902,0.43595884841191435,Iris-setosa
+50,7.501960322723611,2.8536573550410167,6.5633104828191176,1.8910536740937682,Iris-virginica
+51,6.041669947622167,2.933592807680161,5.315339967776267,1.7657426420180875,Iris-virginica
+52,4.864778538579129,3.2843951063947716,1.4597003398127286,0.19539517942675258,Iris-setosa
+53,7.696467498435677,2.6284019161257954,6.899998585916345,2.289725703208907,Iris-virginica
+54,5.633005877864142,2.5778309536458814,3.953454240673393,1.0461562875087997,Iris-versicolor
+55,6.484732123725289,3.2183029570728063,4.821509590072882,1.5830144933782382,Iris-versicolor
+56,5.957804078675018,2.8486394489922375,4.510775100244188,1.3042115323836019,Iris-versicolor
+57,5.96652779328371,3.4290855772768642,4.542850861640329,1.5774817065102804,Iris-versicolor
+58,7.6351322647079165,2.9615766584257073,6.6163194480297545,2.056193260622531,Iris-virginica
+59,5.868063347227306,3.0,5.160757084900801,1.797535131733355,Iris-virginica
+60,6.895428983835752,3.0,5.415350209574079,2.1947622679501384,Iris-virginica
+61,5.246914197134898,2.436015617236078,3.497750325155867,1.0328582874299523,Iris-versicolor
+62,6.718168650525089,3.2877952576470872,5.683068211854011,2.5,Iris-virginica
+63,6.092509473796726,2.88538148866082,5.518199745040757,1.8017340824046146,Iris-virginica
+64,6.487682426827781,3.1881713799957137,5.069599029388413,2.057894756354926,Iris-virginica
+65,6.218952217940361,2.2403238277545334,4.437025317472651,1.3307627136341504,Iris-versicolor
+66,5.119697458397133,3.488703257889879,1.3980269053305232,0.19903168259656306,Iris-setosa
+67,6.364529705085159,3.2638296411846444,4.742998022518591,1.5391638005559274,Iris-versicolor
+68,6.566761467973481,3.1207861858681274,5.1627511812651905,1.919506251592097,Iris-virginica
+69,6.815727370494063,2.844596913026594,6.042788670407717,1.6693484023744216,Iris-virginica
+70,4.984604819808988,3.447357560579116,1.432225746074194,0.209620127666755,Iris-setosa
+71,6.620412291043086,3.3420550469443695,5.749517237750953,2.5,Iris-virginica
+72,5.135506579864441,3.755899565562093,1.7703763577504374,0.19558859800818312,Iris-setosa
+73,6.1189387957346,2.203179873877048,4.453238431693487,1.5050254962506289,Iris-versicolor
+74,5.608662639505795,2.506291111751222,3.9644283260051316,1.0791912097122327,Iris-versicolor
+75,4.981484268104095,3.445161336060219,1.7272005522082587,0.2015586135958354,Iris-setosa
+76,6.992092087472492,3.182886473406009,5.8930301999145405,2.2850484723111637,Iris-virginica
+77,5.472310280674271,3.671436594898291,1.6485829444035365,0.22454217700192602,Iris-setosa
+78,6.916042477852445,3.1630947189643948,5.697179664099159,2.245726797532179,Iris-virginica
+79,5.931820717402456,3.0,5.010477891900841,1.7330331391582656,Iris-virginica
+80,4.974009291187037,2.497434589154821,3.1803244280866765,1.055326934026867,Iris-versicolor
+81,6.599057118702787,3.0,4.4322837721910195,1.4292410458702718,Iris-versicolor
+82,7.715675330727941,2.6192809106946147,6.899998611314163,2.3102893862919163,Iris-virginica
+83,5.14116846725302,3.3924903397205886,1.3982303603827808,0.20560347322486308,Iris-setosa
+84,5.459674795944727,3.7550812500645847,1.4925910429722582,0.3863686919232614,Iris-setosa
+85,6.202515824678547,2.867473959112053,4.570167700984882,1.234019499120472,Iris-versicolor
+86,5.008113527089546,2.000000816148959,3.507634572648339,0.9786583931056765,Iris-versicolor
+87,5.371809141094593,3.5764648517072346,1.4944687581767717,0.39163730266946056,Iris-setosa
+88,6.118165551533891,2.9326049185436807,5.518065978919796,1.8557438956421788,Iris-virginica
+89,4.643177769844189,3.5464110918198988,1.0000004791476438,0.2042343648259754,Iris-setosa
+90,6.637543830763717,3.0108304214482207,4.4890825507767405,1.4297450049547955,Iris-versicolor
+91,4.630637686169079,3.295593765891206,1.4111870305488503,0.26749364919613133,Iris-setosa
+92,5.34755080450607,3.8999995623891146,1.304155412738886,0.2963809918492045,Iris-setosa
+93,5.655494783793633,2.93812752572477,4.241111096422443,1.2759590938769403,Iris-versicolor
+94,6.881403832254892,3.1927949670029947,5.863235375450757,2.3100863940890703,Iris-virginica
+95,5.98305439174033,3.427826293997419,4.554374438752998,1.6667721012356485,Iris-versicolor
+96,7.278889266675642,2.786667429541921,6.283602883543053,1.8004392109938634,Iris-virginica
+97,4.997239593469255,2.0,3.4707351354281397,1.020439122783447,Iris-versicolor
+98,5.8487376707194265,2.5022688500436585,4.122921340794595,0.8957019330416651,Iris-versicolor
+99,4.8890720211435,3.426382908466571,1.4812024162803517,0.19957869587590377,Iris-setosa
+100,7.899998730540224,3.782745176243301,6.37160619127714,2.0018346285673623,Iris-virginica
+101,5.607494755348631,2.564613013611843,4.262474637611764,1.126029855050401,Iris-versicolor
+102,6.268307001757096,2.2570281664591274,4.385691710616689,1.2451816133059672,Iris-versicolor
+103,5.368598007132126,3.3885053088223676,1.6561774603094916,0.20477995014223493,Iris-setosa
+104,4.927110857955297,3.109376585118917,1.4803833243718103,0.1,Iris-setosa
+105,6.661462602374516,3.0879212545748325,4.608462727752657,1.4805960551969826,Iris-versicolor
+106,5.908189812044699,2.8310958050536277,4.613666121232124,1.1416606445278867,Iris-versicolor
+107,5.742362596686997,3.0,4.352813781682725,1.410198055709485,Iris-versicolor
+108,6.585916143083873,3.0,4.36085606758647,1.385887825086836,Iris-versicolor
+109,6.170922507971956,2.8219558234908853,4.6470524254052235,1.2356530664214083,Iris-versicolor
+110,6.279609553952085,2.928378010445108,5.590141472927845,1.8207717178509408,Iris-virginica
+111,5.332068743087143,2.7567712929932484,4.328333165851182,1.3685624071488494,Iris-versicolor
+112,7.674840438839974,2.5922617572162756,6.9,2.302552875533566,Iris-virginica
+113,6.217442788371288,3.4174017223125333,5.637312564399077,2.4074950636533803,Iris-virginica
+114,4.4,2.906786506292905,1.4026834639513035,0.19212332064948098,Iris-setosa
+115,5.175249004599912,3.6024026164686545,1.8253177374385237,0.4600572783637774,Iris-setosa
+116,5.441114705109503,2.6611533081610617,4.243924517174583,1.270906905316775,Iris-versicolor
+117,6.987963978708164,3.196160326707065,5.90761656696937,2.2845396118923844,Iris-virginica
+118,5.203685340749295,2.771651580077234,3.86641642768413,1.4151222158810233,Iris-versicolor
+119,6.519029902494657,3.0,4.409127495324409,1.4477598552270199,Iris-versicolor

iris/tab_ddpm/1_3/16/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor

iris/tab_ddpm/1_3/16/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/1_3/16/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor

iris/tab_ddpm/1_3/17/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.057033587297678,2.5104181402588783,3.3373085111219973,1.1196122321374304,Iris-versicolor
+1,6.522696978206994,3.0589754428619598,4.6953078103420784,1.4530852076460408,Iris-versicolor
+2,5.214943456666257,3.4816649731447855,1.4927057755487922,0.3981847301732693,Iris-setosa
+3,5.329429292636455,3.6473181751839494,1.490526617841001,0.20687319481516697,Iris-setosa
+4,6.868523569266517,3.2078798923997547,5.749655022767683,2.3094340842052508,Iris-virginica
+5,4.599761229893794,3.603761362208571,1.0000009195210193,0.2009329999813023,Iris-setosa
+6,5.346068309145418,2.4736990888443655,3.4360857501189863,1.0557170597687273,Iris-versicolor
+7,6.075346967181204,2.91099444088116,5.53596067480984,1.838148947404284,Iris-virginica
+8,5.083726904515986,3.4129776287255797,1.717601970494535,0.4281937900738641,Iris-setosa
+9,7.671652693224921,2.585960947057181,6.9,2.285142289928021,Iris-virginica
+10,6.709774318250831,3.297742699679024,5.6877258474577355,2.4999995301775684,Iris-virginica
+11,6.924915084435027,2.9736372282024424,5.973560946097046,1.9261227358170063,Iris-virginica
+12,6.530834311230607,3.122070484359713,4.687058202245036,1.4913137059700392,Iris-versicolor
+13,6.397218663319693,3.0,5.232825591191362,1.7779590002022445,Iris-virginica
+14,6.698247749270791,3.1246599361843463,5.616421800031821,2.042240398177298,Iris-virginica
+15,4.4,2.939712512301193,1.3899379542548278,0.1993131259078283,Iris-setosa
+16,5.915533309589152,2.6299161441078973,5.2103574356915265,1.8854305415243167,Iris-virginica
+17,7.673986580023174,2.5777979590270292,6.9,2.3343642286305837,Iris-virginica
+18,5.410463058685331,3.9,1.3144866111574054,0.4714083756087595,Iris-setosa
+19,5.2210243440681,2.6846652933755775,3.8080310421827526,1.3946937581053458,Iris-versicolor
+20,6.528187214297694,3.1921854681896393,5.013881585189924,2.014819202128201,Iris-virginica
+21,6.720931959939762,3.328565355262843,5.710839249313401,2.5,Iris-virginica
+22,5.188916520382246,3.6991013005408577,1.497567293675057,0.4467312510482978,Iris-setosa
+23,4.591332364915678,3.6214383535283807,1.0000004297109528,0.20148839414919556,Iris-setosa
+24,5.687765634133177,3.7920576668825627,1.6534562165827227,0.3014892659447797,Iris-setosa
+25,7.6945246463418995,2.6344075292437794,6.9,2.286683227725161,Iris-virginica
+26,5.025825539463139,3.5852008368181685,1.4220414896137152,0.20512880666475913,Iris-setosa
+27,5.22291838498979,3.4867853712447263,1.4588747763691001,0.19419946400904042,Iris-setosa
+28,5.988503940876405,3.3619340320407867,4.471593821935039,1.5191734752869255,Iris-versicolor
+29,5.698879743216098,2.719097165877734,4.541894619326045,1.2792580340249966,Iris-versicolor
+30,5.375286967421651,3.503412437970386,1.5421300423606543,0.3655609370673572,Iris-setosa
+31,5.861506906030524,2.732354944542034,5.06623023524561,1.5555281967272134,Iris-versicolor
+32,5.165415012110493,3.4781864187181624,1.411282375580004,0.2052576778680532,Iris-setosa
+33,5.854542454759123,2.9959935840345877,4.0291322023416205,1.4666408167793745,Iris-versicolor
+34,5.090865335804571,3.4949864977153564,1.40315839485007,0.19821573602009263,Iris-setosa
+35,5.676800231791692,3.0,4.401461058203744,1.3456132293383207,Iris-versicolor
+36,5.364581433774185,3.7446142206099533,1.4950342778164134,0.20752315083285824,Iris-setosa
+37,6.7249091869679685,3.105114407530603,4.684446286289993,1.5084958897292549,Iris-versicolor
+38,6.288327843265272,3.0,4.322111037965452,1.442897732272924,Iris-versicolor
+39,6.037983564204774,2.786130251255181,5.050641717582481,1.5765377245302277,Iris-versicolor
+40,7.014555690324592,3.1559962028502686,5.792444306381123,2.263500389316113,Iris-virginica
+41,5.069427995236169,3.350261457763653,1.660865289217379,0.29944050369132325,Iris-setosa
+42,7.749626666824238,2.5734099602272282,6.9,2.3349506885247515,Iris-virginica
+43,5.191028597509398,3.733953909939283,1.4837607655479943,0.20236337113832692,Iris-setosa
+44,5.3751972410680455,3.4044652949681073,1.4899944616402652,0.27876271551936105,Iris-setosa
+45,7.705838980217923,2.5770731886419656,6.9,2.280515440338935,Iris-virginica
+46,4.4,3.2515076714003106,1.2600394983075247,0.19492094911624355,Iris-setosa
+47,5.924657762085539,2.669722896121384,4.448520106837796,1.139741924048555,Iris-versicolor
+48,4.866179572789581,3.0240460393393827,1.4641451610544989,0.1,Iris-setosa
+49,4.59757504671122,3.5937750476355084,1.0,0.19873474229642954,Iris-setosa
+50,6.634990547258269,3.101170684562213,4.59644102110361,1.4983379169903832,Iris-versicolor
+51,6.032226457212507,2.2245466469127266,4.969256032878275,1.5639415896304198,Iris-virginica
+52,4.967921550917069,2.45902657796692,3.135950826213216,1.026090638842864,Iris-versicolor
+53,5.778474430487995,2.5724863022879614,3.8331269236185888,0.8034316090677909,Iris-versicolor
+54,5.382635983224719,3.8999996443077283,1.32798378925788,0.3766560964045482,Iris-setosa
+55,5.874375037842189,2.914968474847503,4.444581278365038,1.3334305466834473,Iris-versicolor
+56,4.400000740819082,3.046523079244735,1.3342056673167075,0.20975881291857404,Iris-setosa
+57,5.119617509729199,3.7638299960766775,1.5931974617367406,0.19876773611565746,Iris-setosa
+58,5.629530993666178,3.0,4.18258122059595,1.3002083676101148,Iris-versicolor
+59,6.003926129937506,2.7726115895391135,4.899730848942816,1.589691743903044,Iris-versicolor
+60,6.275639285432116,3.104942330569701,4.507252550682326,1.5319938290992126,Iris-versicolor
+61,5.9129253363238945,2.886789765944239,4.347980191494111,1.230874523854714,Iris-versicolor
+62,5.4036459924061795,2.7318639191562557,3.5406486218570112,1.2149822665772885,Iris-versicolor
+63,6.560399273766818,3.0376376540692736,4.565968524617567,1.4703954606161538,Iris-versicolor
+64,4.492225562478698,2.33369679395673,1.2978843397295705,0.39245567289957833,Iris-setosa
+65,5.480933874817001,3.4116857821211077,1.6777051597634862,0.23761551646755424,Iris-setosa
+66,6.040011753742835,2.2754438200441247,4.236403282388953,1.2888439074238272,Iris-versicolor
+67,4.601145215474365,3.617160905693728,1.0000005089721562,0.19815383002082104,Iris-setosa
+68,6.686002689827068,3.35585259753956,5.651544164492878,2.5,Iris-virginica
+69,4.659065470011576,3.4355980616843875,1.4099253772509126,0.42673161408346066,Iris-setosa
+70,6.675953145956494,3.2890648158059093,5.7064973786448485,2.499999283657729,Iris-virginica
+71,5.413903873902679,3.7641664692349135,1.4995222363344365,0.24746912389836284,Iris-setosa
+72,7.899998383467066,3.78032396812113,6.495848252050572,2.010242688111423,Iris-virginica
+73,5.825400940923287,3.1678430421967994,4.46287800719497,1.4700101220967368,Iris-versicolor
+74,5.009056657070058,2.0,3.497589280269951,0.9881505162203466,Iris-versicolor
+75,5.023985588297158,2.0000008792062944,3.544927423522223,0.836269459900274,Iris-versicolor
+76,4.9147934707551535,3.0,1.4043211973270213,0.26414068819768843,Iris-setosa
+77,4.782856018050613,2.895742176085101,1.3734845345625795,0.22309951378093304,Iris-setosa
+78,6.245037807937387,2.805030984474656,5.59599522353869,1.5549841782613227,Iris-virginica
+79,5.639517460139431,2.896004504699085,3.7818912103164806,1.316987259526287,Iris-versicolor
+80,7.41695904418526,2.910439548170159,6.34247165716496,1.8085561876230885,Iris-virginica
+81,5.46558949203016,2.9667141414262748,4.393576208183636,1.4673687420252712,Iris-versicolor
+82,5.9276990988186675,2.175121637400774,4.943578063878881,1.481376260453435,Iris-virginica
+83,5.8879020559905575,3.0,4.2650004877428636,1.4986285298857573,Iris-versicolor
+84,5.3387178341401995,3.3837910474034048,1.4822915065391107,0.19695270598721687,Iris-setosa
+85,5.987719978814069,2.37557743901466,5.451207631225421,1.4838997359245065,Iris-virginica
+86,5.526402639832617,2.90640484692121,4.001778678224675,1.4158257119553521,Iris-versicolor
+87,5.940327921862231,2.8291495868913747,5.02598566698299,1.5855827306687498,Iris-versicolor
+88,7.220154382703941,2.9863401385643042,6.229316261022503,1.9977330205328887,Iris-virginica
+89,7.732264391588687,2.815957881535177,6.719029075006296,2.0172274956356873,Iris-virginica
+90,4.71811033679739,3.433901246207126,1.4382483648498994,0.23285137937188305,Iris-setosa
+91,4.736387416676544,3.4264550610110964,1.42984821811229,0.24160837098440985,Iris-setosa
+92,5.696287560746977,2.829876858321115,3.963704794225901,1.2451089295287456,Iris-versicolor
+93,6.806052750794052,3.0497139994223246,5.0608497471723,2.2698110903897755,Iris-virginica
+94,5.382331967297136,3.4097045278217193,1.5637395607719073,0.21810526478087414,Iris-setosa
+95,5.062692214257948,3.7206776549528175,1.4389007076942864,0.19561235713805228,Iris-setosa
+96,6.500307803280778,2.9044797877212476,5.618219683373129,1.741437587460134,Iris-virginica
+97,6.068125969086144,2.780369212334517,4.316485142020275,1.1055653000720542,Iris-versicolor
+98,4.9642175722132915,2.0,3.57611127609556,0.993304992632849,Iris-versicolor
+99,6.291482510753772,2.4394421713586523,5.053811872605944,1.8787708043005291,Iris-virginica
+100,6.0320728773576295,3.054199041714762,5.217350478700135,1.9017801850153757,Iris-virginica
+101,6.147125487915226,2.596440783042493,5.618101923773775,1.3895080918348464,Iris-virginica
+102,5.417536125946754,3.8999986307818237,1.300526838123886,0.41400723458284516,Iris-setosa
+103,7.735757549500681,2.7979934639901343,6.729953826822181,2.0261291170270583,Iris-virginica
+104,6.970930238642412,3.0927910723276293,5.187557467146763,2.3034220849767917,Iris-virginica
+105,6.683169890029362,3.3125851070604764,5.6614404431691385,2.4999995684181116,Iris-virginica
+106,5.63923353295463,2.959957815880064,4.459782917516829,1.5084853004749679,Iris-versicolor
+107,7.899998540023084,3.7989245123313777,6.390700781247001,2.0335076986271767,Iris-virginica
+108,5.697801229030245,2.9661462539297268,4.434285146177437,1.358345206893546,Iris-versicolor
+109,4.917901134793531,2.380615558382086,3.403337560037891,1.0255889438164958,Iris-versicolor
+110,5.956553364728384,2.1603303387318564,5.010390889295643,1.4933167865530672,Iris-virginica
+111,4.577486791124164,3.6170342257667176,1.0000004479582707,0.19548832146558937,Iris-setosa
+112,6.801336411351471,3.2039383219503668,5.7690358983734304,2.2897369227801936,Iris-virginica
+113,5.612920853461997,3.0,4.459523632559992,1.4832041859274456,Iris-versicolor
+114,6.226595131961763,3.260283856358806,4.709868182949462,1.5658246170677885,Iris-versicolor
+115,5.163497587043592,3.481303864293029,1.4330883198973192,0.38086280295699754,Iris-setosa
+116,7.899998704745279,3.8016513192156425,6.378740888093386,1.9629159604941293,Iris-virginica
+117,5.029326065220542,2.000000731120746,3.4229106008656514,1.0239560566646155,Iris-versicolor
+118,7.735193961900445,2.580928505468855,6.9,2.335549149381447,Iris-virginica
+119,5.588370493553868,2.6102629387771357,4.328084387861075,1.0522411943879961,Iris-versicolor

iris/tab_ddpm/1_3/17/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor

iris/tab_ddpm/1_3/17/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/1_3/17/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor

iris/tab_ddpm/1_3/18/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,7.9,3.7955088237922676,6.343229161013648,2.0015077828260086,Iris-virginica
+1,4.842419320168325,3.4058276142472943,1.4986220383399442,0.1969415362532974,Iris-setosa
+2,5.289708367424499,2.7183831310471223,4.200051959641204,1.363345752260144,Iris-versicolor
+3,6.724950922541911,3.0667819964317586,4.644689084419489,1.4603439899165327,Iris-versicolor
+4,5.0305363063962645,2.5009679813947083,3.182522676658216,1.0844782350248228,Iris-versicolor
+5,4.606423561097892,3.578922919810143,1.0,0.2048292784591232,Iris-setosa
+6,5.634811832507626,3.7993324692681054,1.5919281228216844,0.297652595806355,Iris-setosa
+7,4.600844477052336,3.589670660295564,1.0000004052313975,0.19983560294307662,Iris-setosa
+8,4.601297500185131,3.612093663771719,1.0000003643877213,0.19614877789322915,Iris-setosa
+9,6.709319541481162,3.2286272581250777,5.599978649955282,2.0786629427285344,Iris-virginica
+10,7.117591816444367,3.201322415228,5.767123777745607,2.2953827558147872,Iris-virginica
+11,5.3235365335644795,3.6729969261903066,1.4997827715867251,0.2104282008791694,Iris-setosa
+12,7.3599622101755315,3.0,6.322518547016648,2.092344079887956,Iris-virginica
+13,5.582488943358383,2.984102674113142,4.044662028012214,1.3048634721661554,Iris-versicolor
+14,6.224798317525648,2.2526651752797475,4.361557147928624,1.3262353189799354,Iris-versicolor
+15,6.5207769325272515,3.0677677920628246,5.803273490588118,2.290088801093067,Iris-virginica
+16,7.72403626107623,2.8175173184502817,6.7308326756659635,1.9864941514077519,Iris-virginica
+17,6.155331502787705,2.4824720241673717,4.657457876272004,1.5007598095375487,Iris-versicolor
+18,7.705608681725149,2.6044713597781666,6.899998917240816,2.287160804080798,Iris-virginica
+19,7.76235056088412,2.546666240268736,6.9,2.352283760869435,Iris-virginica
+20,6.072231767189379,2.212788659273489,4.966061107980352,1.5170602878368384,Iris-virginica
+21,6.805490760467486,3.236087469906056,5.730176270026637,2.2605476782338045,Iris-virginica
+22,6.706714875982646,3.2842028979803986,5.679522114832772,2.499999255870131,Iris-virginica
+23,5.523536466232748,3.778690733004653,1.600027244712769,0.29883539440466816,Iris-setosa
+24,5.484498986461609,2.4556624976702035,3.7058311906393215,1.018744962598297,Iris-versicolor
+25,6.5360048454946575,2.96779928689588,4.368377251007684,1.34195908780293,Iris-versicolor
+26,5.310377715119411,3.3830206615208724,1.4509118328721105,0.23012851894585323,Iris-setosa
+27,5.0119372875607,3.4836662819358555,1.452436210316024,0.19989435458791516,Iris-setosa
+28,6.7051324126553284,3.120005382988258,5.732806868739141,2.267549660540279,Iris-virginica
+29,7.708234602840498,2.910386817690314,6.708235166049549,2.034233401956716,Iris-virginica
+30,6.973566872939756,3.1371017102062964,5.153731451241017,2.2986452820494363,Iris-virginica
+31,6.666796030583594,3.315354588735988,5.719864521109015,2.5,Iris-virginica
+32,5.9994711230718725,3.2719031474685436,4.521162241734841,1.5423744916016935,Iris-versicolor
+33,6.306988891368956,2.4181810723335704,4.850593101339816,1.513058556797742,Iris-versicolor
+34,5.769273749324287,3.0,4.190318044862668,1.4405757694313133,Iris-versicolor
+35,5.3965077255780365,2.562144217235278,4.331037127693186,1.156080954365591,Iris-versicolor
+36,6.687236044450896,3.236132542718139,5.295459462402237,2.175219485625808,Iris-virginica
+37,6.69741982433233,3.110842027237568,4.708422965557523,1.4964079875352283,Iris-versicolor
+38,4.785318327156777,3.4063182904760523,1.6596310114025625,0.21724124209142406,Iris-setosa
+39,5.161331342007433,2.6627190125302467,3.832172485090564,1.371126252935835,Iris-versicolor
+40,4.844501981847283,3.403143482914918,1.8400615715036936,0.20378814241501753,Iris-setosa
+41,7.691614143871378,2.583365134139261,6.9,2.3174701132562507,Iris-virginica
+42,6.6298332674000395,3.288120422730998,5.68415688447199,2.3249892108724235,Iris-virginica
+43,5.112995055378077,3.5264370274766024,1.404355075833673,0.1951147753735586,Iris-setosa
+44,6.795740523862384,3.0297324699724406,5.759901038394148,2.107943020101354,Iris-virginica
+45,5.103900406214319,3.6949381827500445,1.498012826566119,0.3211533373933668,Iris-setosa
+46,5.763655232796403,2.7411506478955916,4.241746791722755,1.0154226574278677,Iris-versicolor
+47,4.8092704590204285,3.0,1.395060550784941,0.22664677055251137,Iris-setosa
+48,4.768894532754415,3.357612325116072,1.5873669110948143,0.20687028302897317,Iris-setosa
+49,6.610440143757171,3.06337796890036,4.640337223998227,1.479922979688624,Iris-versicolor
+50,5.01313274871331,2.0,3.546530614603811,0.8541959303645896,Iris-versicolor
+51,4.925339861818263,3.0273255956059932,1.419621838522209,0.19458051346758515,Iris-setosa
+52,5.252636281686596,3.7235368663380655,1.8978034555674437,0.39279174587231025,Iris-setosa
+53,4.6207585359561945,3.5967462173335143,1.0,0.20810522119010325,Iris-setosa
+54,5.011684114843727,2.483610807361418,3.202389383283088,1.088261122296087,Iris-versicolor
+55,5.544252947920348,2.907090519274177,3.586496448917403,1.3013996605842755,Iris-versicolor
+56,6.815256442712195,2.7848270987913026,4.7909111356927045,1.4074145872138264,Iris-versicolor
+57,5.663839222992291,2.9010841491735384,3.8122522742638805,1.302875113841689,Iris-versicolor
+58,4.595541052031992,3.637976127521662,1.0,0.1973492433725169,Iris-setosa
+59,5.062852202417395,3.7441561814578126,1.4720524815181837,0.20462161649326485,Iris-setosa
+60,6.81023987908138,2.947793093334331,4.797269783630236,1.4294401877041794,Iris-versicolor
+61,5.955722398429967,2.9171973135587645,4.601884945910862,1.3322857928138796,Iris-versicolor
+62,5.278906487407251,3.421052784131176,1.4185666396575976,0.19974475960936866,Iris-setosa
+63,7.711743829292503,2.6139772736345743,6.899998529747659,2.3049665555904197,Iris-virginica
+64,6.286669608686792,2.2489403515531814,4.413745799222391,1.3316784145663036,Iris-versicolor
+65,4.807149584966348,3.0,1.4018581981553098,0.1000001155793622,Iris-setosa
+66,4.4,2.957400877568836,1.3760729511412872,0.20345382124237696,Iris-setosa
+67,6.58129046898711,2.989081093964139,4.404079064425333,1.3932955708468788,Iris-versicolor
+68,6.863033536909403,3.144850940173308,5.794085990957251,2.2969147269307286,Iris-virginica
+69,5.160719003287009,3.7174036748632,1.4877986212175633,0.39213486950152854,Iris-setosa
+70,6.477455555659751,2.860091964170295,5.67368997222025,1.668994070430618,Iris-virginica
+71,6.72642609594278,3.0,4.7097253707050735,1.4779849537603669,Iris-versicolor
+72,6.670036575574605,3.2926060616931347,5.718794296160046,2.4999995563890494,Iris-virginica
+73,6.48628223237671,2.933346165305841,4.39148613693327,1.3281039523758371,Iris-versicolor
+74,6.052507691313768,2.561898407477238,5.33375699753084,1.5912073889170721,Iris-virginica
+75,7.547198034366577,2.86816149436634,6.601923097082734,1.9081074050197877,Iris-virginica
+76,7.71809584702396,2.594545222282502,6.899998853971252,2.3000255303148864,Iris-virginica
+77,7.694993952746814,2.835769270279843,6.693524481988484,2.017948231655983,Iris-virginica
+78,5.099611104841721,3.4657735188025187,1.3578025190894703,0.26110853755209507,Iris-setosa
+79,5.863222117157922,3.0,5.076456351697845,1.7614106257124265,Iris-virginica
+80,6.126123567064965,2.6645587761197826,4.435896314809768,1.0670813753564616,Iris-versicolor
+81,4.400000694137622,3.1524071468440984,1.2611819620712705,0.19824129869950013,Iris-setosa
+82,7.6754119698963015,2.6000182868218924,6.89999870525962,2.3097566678624917,Iris-virginica
+83,7.698466495828287,2.7940078892412847,6.756409547858424,2.012797038813318,Iris-virginica
+84,5.450136781285412,2.617274674615771,4.4030616433031255,1.2303508183806209,Iris-versicolor
+85,5.339678126045433,2.5515318836996914,4.239522571628644,1.159940303321521,Iris-versicolor
+86,4.626181471408243,3.6436131822380973,1.0,0.1904827133394238,Iris-setosa
+87,6.316051644251945,3.100698864947301,5.0600467952325285,1.9365646490199606,Iris-virginica
+88,6.73113497748693,3.237215718368628,5.707729107915953,2.0836367282407147,Iris-virginica
+89,4.851604081356534,3.0607083473834673,1.4848126656864002,0.10000010140204063,Iris-setosa
+90,5.5577598582583825,2.596019417429392,4.308349043827544,1.1639167716358736,Iris-versicolor
+91,5.898413513946788,2.7152169492444544,4.325448961942666,1.135275033399425,Iris-versicolor
+92,5.078853193805912,3.499829598068682,1.4011586039617072,0.196162166896718,Iris-setosa
+93,4.400000699572194,2.9508965562978453,1.3747471629642443,0.1922715732788916,Iris-setosa
+94,5.845586646991985,3.0,4.209878293362351,1.4763271831621136,Iris-versicolor
+95,5.175438854892732,2.5129393037580883,3.2946154489696777,1.0889136925510754,Iris-versicolor
+96,5.865608251090776,2.713415536995867,4.201631436460235,0.9502985718126422,Iris-versicolor
+97,4.845923281102237,3.0,1.402608957676823,0.1000001234467855,Iris-setosa
+98,5.65491826933527,2.9480591901096447,3.9375861901242093,1.2671947662347032,Iris-versicolor
+99,4.477063427967512,2.2258709835116584,1.282732690056869,0.28455080373648844,Iris-setosa
+100,4.8813171086267575,3.101523238055273,1.4609160084835973,0.10000010383055156,Iris-setosa
+101,4.981552200662548,2.0,3.0241365207725366,0.9097288887850641,Iris-versicolor
+102,6.51021318481595,3.0,5.248780123793966,1.9489398307568657,Iris-virginica
+103,6.423088076310766,3.0,5.753118597824728,2.131673205217476,Iris-virginica
+104,6.420259047639269,3.0,5.757602835873124,2.171101593107182,Iris-virginica
+105,5.703040974128355,2.6786410319343235,4.376791644123351,1.0862467426676323,Iris-versicolor
+106,5.67287675724253,2.8493385180898914,4.082186725500514,1.2109469086999858,Iris-versicolor
+107,6.063475427073753,2.9679566767692473,5.459447800694643,1.8970944220934083,Iris-virginica
+108,5.354842999201111,3.7292609665770438,1.623273381364832,0.36738727271123167,Iris-setosa
+109,6.943482793280505,3.198841808770256,5.718070148565835,2.328943877907052,Iris-virginica
+110,4.400000470172061,2.916555949789049,1.3898989265402677,0.19824108768955728,Iris-setosa
+111,6.045577212858271,2.4659032985623397,5.498421095576912,1.427008330965029,Iris-virginica
+112,4.865667464808918,3.0,1.4295317890419352,0.1,Iris-setosa
+113,5.914973834365327,3.0387316111551446,4.990177752999974,1.8232208191440955,Iris-virginica
+114,7.691257513079942,2.581409503869437,6.8999983783196885,2.2718512881466353,Iris-virginica
+115,7.716378576051854,2.6001661003516374,6.9,2.30963272793279,Iris-virginica
+116,5.898542642594114,2.6693430835964413,4.390040406328813,1.062212696570034,Iris-versicolor
+117,4.4,3.0601662066582787,1.337844364336949,0.2036593380713787,Iris-setosa
+118,6.137362883629684,2.6253031507170017,5.611826046385033,1.5238025325815445,Iris-virginica
+119,5.0544680284836385,3.5004731877963127,1.3834260720023366,0.19345389823296824,Iris-setosa

iris/tab_ddpm/1_3/18/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor

iris/tab_ddpm/1_3/18/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/1_3/18/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor

iris/tab_ddpm/1_3/19/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.729455034758741,3.3234069238092734,5.711901853612958,2.4999993295527814,Iris-virginica
+1,5.102042937184857,3.5041143911051846,1.360284731507811,0.2925026680393967,Iris-setosa
+2,6.907269657088355,2.54754523341675,6.0894914842822665,1.814702318748126,Iris-virginica
+3,7.8999989726796365,3.7975976060222303,6.430125255640406,2.003347011833443,Iris-virginica
+4,7.660520133200334,2.61026164487663,6.9,2.309384694448971,Iris-virginica
+5,6.746267994133845,3.0,5.651708011817458,1.9820710663604328,Iris-virginica
+6,4.967404962976612,3.397421747034274,1.4785111667684814,0.23101507468797194,Iris-setosa
+7,6.661230784021712,3.0,5.631293555813267,1.879479917988112,Iris-virginica
+8,6.790789205991985,2.8076998488855196,4.879242021402836,1.4158276462790074,Iris-versicolor
+9,6.461554927081854,2.606030517772379,5.635596209632431,1.8920716136928994,Iris-virginica
+10,4.900035672296263,3.0791939173831624,1.661779978302852,0.10000009533252781,Iris-setosa
+11,5.035200792873076,2.0000024658251,3.3609825185942586,1.0301365785779408,Iris-versicolor
+12,5.5839637708445204,2.6350863147939356,4.431223289484638,1.2654289818470303,Iris-versicolor
+13,6.1128907351197,2.6762171429009465,5.112173304559447,1.5511369355088356,Iris-versicolor
+14,7.7549322697308005,2.816360161357329,6.766411269816896,2.055520990953274,Iris-virginica
+15,5.09338273621436,3.5173633490238654,1.3936807208487874,0.22880222845610773,Iris-setosa
+16,6.009880149007982,2.937327429124143,4.550967432601592,1.3354457099761379,Iris-versicolor
+17,5.718944022351072,2.819921769155571,5.060132864043916,1.931635612436161,Iris-virginica
+18,6.376618567643116,2.926174516958727,4.329624780009088,1.3261961798549877,Iris-versicolor
+19,6.703977206616218,3.278460797948166,5.697573967338614,2.499999550015214,Iris-virginica
+20,6.097253168415437,2.820123896995598,5.539764160921898,1.8543308799929852,Iris-virginica
+21,6.6788890632877935,3.2878658015413667,5.7216962966491005,2.49999959083837,Iris-virginica
+22,5.427290310164302,3.899999393414778,1.3312296352573796,0.3965120674545723,Iris-setosa
+23,4.933567595578041,3.246178820302352,1.4304076852787777,0.19415188976325215,Iris-setosa
+24,7.549046223310843,2.8841395261826426,6.5727065499689346,1.8677797124563693,Iris-virginica
+25,6.9115869131125125,2.8748403184891846,5.905110680445853,1.7392346366093614,Iris-virginica
+26,6.68842203694287,3.3116875847540537,5.673673313704658,2.4999995930414345,Iris-virginica
+27,5.63991613433307,2.660208323115636,4.197014986605789,1.1188969220020364,Iris-versicolor
+28,5.781343186239422,2.616312126044903,3.9513800631603186,1.0429870185013468,Iris-versicolor
+29,6.709217365920508,3.3366342502213837,5.707054126463711,2.5,Iris-virginica
+30,6.569005450872286,3.3052181921862283,5.666254073324324,2.3228296766887713,Iris-virginica
+31,7.644374771324737,2.603414088148422,6.899998899157793,2.280277083577153,Iris-virginica
+32,6.081154706571953,2.265686545242423,4.97045000634338,1.5495396762267253,Iris-virginica
+33,4.612938097132084,3.605030241953002,1.0,0.1989362134604139,Iris-setosa
+34,6.9669149470525635,3.13534077056127,5.26186125362718,2.3057000084300077,Iris-virginica
+35,5.16419831632705,2.5004097724845376,3.049568198007475,1.0751583833465423,Iris-versicolor
+36,6.862624684617193,3.0284500023200067,5.394270628370608,2.2594556434613144,Iris-virginica
+37,4.796472770737149,3.0,1.3825729382333147,0.10000009878312062,Iris-setosa
+38,6.4894494571481305,3.0,5.433305050310736,1.8531703554538088,Iris-virginica
+39,5.4511718394757365,3.762041898524077,1.6737928231078578,0.29400923157166137,Iris-setosa
+40,6.079773047175581,2.55633301892222,5.064505650310241,1.5672576050944913,Iris-versicolor
+41,6.286098728130553,3.390245121002675,5.6476993570203495,2.397817497836383,Iris-virginica
+42,5.122483043466291,3.486901352270772,1.407500250323103,0.2997431348569772,Iris-setosa
+43,5.9617520215200575,3.200746027968899,4.434823293850784,1.5312737961771132,Iris-versicolor
+44,6.028311713207751,3.1272151120557097,4.46479326989512,1.5229416308426296,Iris-versicolor
+45,5.402961592647229,3.4153229298511945,1.7050692943996029,0.20251418699631793,Iris-setosa
+46,5.162660611862665,3.399976929697719,1.8122392189444645,0.3647595595813002,Iris-setosa
+47,5.226355451124252,3.430278263839667,1.4024528706989068,0.196559616520726,Iris-setosa
+48,4.648135782111216,3.395279781754921,1.4149965248615444,0.31272886967756436,Iris-setosa
+49,5.943724952174323,2.7219873980065827,4.194402410756822,1.024374486510701,Iris-versicolor
+50,7.9,3.810828636330099,6.342959515743089,2.0958558359975688,Iris-virginica
+51,6.912988371503557,2.9792390250391785,5.605458800358349,2.0259277408493856,Iris-virginica
+52,5.431593335370033,3.3795969168220226,1.763832511338532,0.34043687615855045,Iris-setosa
+53,5.78520922994902,2.93972137330573,4.500038473669385,1.3525670537941559,Iris-versicolor
+54,6.806041623966488,2.7736330704915986,4.863896851251644,1.3986493001675415,Iris-versicolor
+55,6.464620246952333,2.3828440909863717,5.6144596027432,1.691617050213209,Iris-virginica
+56,4.506318417773372,2.3658412117981085,1.2897698632210293,0.29922062230357815,Iris-setosa
+57,5.890434377203357,2.9066282078918473,4.607001690967444,1.357033083542034,Iris-versicolor
+58,5.523761411695554,2.61151404530841,4.406549204768382,1.2476573973769378,Iris-versicolor
+59,4.81260409312794,3.347000456296601,1.6974950888312152,0.1960396740483919,Iris-setosa
+60,6.169039134980337,2.7922415906304323,4.278278813106811,1.1484448897011041,Iris-versicolor
+61,7.9,3.8214497615840344,6.446233479819925,2.046992647227014,Iris-virginica
+62,6.3388035357556465,3.3100628315968166,4.7877789376673245,1.6218956853778819,Iris-versicolor
+63,5.074099868299935,3.4947515750594556,1.3857147576537254,0.2033581121572685,Iris-setosa
+64,7.382812837341035,3.0,6.269311227442852,2.106712859583004,Iris-virginica
+65,7.743041309508782,2.53384348934679,6.9,2.3234723118596476,Iris-virginica
+66,4.976334168565672,2.41962315819456,3.10273264195461,1.0091417550461124,Iris-versicolor
+67,5.076535974834585,3.473133364073187,1.391819527027708,0.2009375058955454,Iris-setosa
+68,6.170524795341641,3.001334582818958,4.65365136229251,1.5287832575490137,Iris-versicolor
+69,5.798867239358725,2.9002810926119458,4.544965735823242,1.3264483303187398,Iris-versicolor
+70,6.92678742978612,3.072882134345475,5.080565549547591,2.270784222388129,Iris-virginica
+71,6.278550504482401,2.311208683608731,5.207994001801492,1.6687685198353481,Iris-virginica
+72,5.950032869432592,3.3440449352124295,4.516972195958011,1.5625048123616863,Iris-versicolor
+73,7.747782088419678,2.957669861263321,6.745712509874613,2.061512780872316,Iris-virginica
+74,7.6831654476241455,2.7981516056329783,6.639031539896406,1.9676490230536288,Iris-virginica
+75,4.986539996061706,2.4515282459959074,3.1271153538651006,1.0310222839237129,Iris-versicolor
+76,5.633387289288849,3.0,4.197633901634104,1.3131736219707795,Iris-versicolor
+77,7.227716156278608,2.8566024677176913,6.192020268455428,1.7579661660602928,Iris-virginica
+78,5.568390991343269,3.0,4.148366603298348,1.3140277617799856,Iris-versicolor
+79,4.955481015988476,2.0,3.3074694125353865,0.8523468966730958,Iris-versicolor
+80,7.705626595526711,2.5837849568183895,6.899998749431145,2.305222546025438,Iris-virginica
+81,5.00597230141621,2.0000008874565927,3.533022010289585,1.009652367644525,Iris-versicolor
+82,4.890155543198149,3.018092593614834,1.4608128476447209,0.1000001375982204,Iris-setosa
+83,4.968959607109285,2.447634049611807,2.994193521346152,1.0350176745333852,Iris-versicolor
+84,5.001006779494675,2.0,3.694910148904,0.924687122350349,Iris-versicolor
+85,4.6176534407372705,3.5985420260594188,1.000000377382758,0.19896558613670334,Iris-setosa
+86,5.277916767747571,3.731609388761431,1.6737571181016118,0.20149344748254316,Iris-setosa
+87,5.35450226092805,2.8644032298690036,4.247842281568911,1.444343725444776,Iris-versicolor
+88,5.874406520475264,3.001814406216494,4.4071006492339055,1.529306563522081,Iris-versicolor
+89,5.652425861455087,2.496060201568371,3.9265758710101126,1.0691247581378491,Iris-versicolor
+90,6.3493568048361775,3.4073869224451867,5.620608078683602,2.409857482551573,Iris-virginica
+91,5.227886806457013,3.469658171891428,1.4562265974922382,0.21874965379008696,Iris-setosa
+92,5.709798167909749,3.0,4.435982073557687,1.4668460544595168,Iris-versicolor
+93,5.670004287619534,2.619239522708165,4.296765786026647,1.189015759125488,Iris-versicolor
+94,6.916308878557951,3.2249408098984307,5.652684458715621,2.3165063008132565,Iris-virginica
+95,6.589696651287837,3.1673673289940534,4.653895351348298,1.5021652266080587,Iris-versicolor
+96,7.8999974012851695,3.801391715172093,6.4048688845516235,2.00050541183034,Iris-virginica
+97,4.4,2.900423873833919,1.3954571417344144,0.2014888241108219,Iris-setosa
+98,5.5737619080509,2.4400733713029727,3.7474104328638393,1.0560658780085117,Iris-versicolor
+99,4.816373002320011,3.0,1.4250578616588683,0.10000010694958185,Iris-setosa
+100,5.071339159963335,3.5295953191957836,1.378401083874172,0.20095269535263097,Iris-setosa
+101,6.0202708103496585,2.6488809091578913,5.124908984444637,1.612535578310765,Iris-versicolor
+102,5.177755998685794,3.8031375368655382,1.839001061479426,0.2077818979531293,Iris-setosa
+103,6.0334193717131654,2.506397014079461,5.487412742255634,1.40388869867265,Iris-virginica
+104,5.621979791096425,3.7973641676436882,1.6857979504293001,0.290379148553201,Iris-setosa
+105,5.94613778582483,3.2269414159809973,4.287504141323953,1.5506072074210082,Iris-versicolor
+106,5.09146421258144,3.623531364486082,1.4517263153667386,0.3695437396551037,Iris-setosa
+107,7.548136522617087,3.00774868608528,6.571340254373967,2.1162053338305253,Iris-virginica
+108,7.404549351248621,2.883842379494828,6.430451721114619,1.8278930360477412,Iris-virginica
+109,6.164642913705534,2.236928718411028,4.463619154332194,1.4703086657900188,Iris-versicolor
+110,4.6365962344322496,3.624233929709797,1.0,0.20363652348695058,Iris-setosa
+111,5.136973537990497,3.461184782117535,1.4894114507471328,0.19604697908363272,Iris-setosa
+112,7.298589234927731,3.0,6.300888943807018,2.131802018089102,Iris-virginica
+113,4.994699440006529,2.0,3.126057635208743,0.909092047882677,Iris-versicolor
+114,5.031585780454145,3.607585250109266,1.4069829511773781,0.2013605818076265,Iris-setosa
+115,7.899998985718922,3.788646791514262,6.411761979344614,2.0135235746309075,Iris-virginica
+116,5.7810636159071205,2.909280226620649,4.6275080103207955,1.4651752676944747,Iris-versicolor
+117,7.517727883824826,2.8180960902199677,6.512505363687784,1.881563534666878,Iris-virginica
+118,4.724874291697358,3.0,1.3917382398726643,0.2990711264824514,Iris-setosa
+119,4.598340691726447,3.6079726230599336,1.000000369486823,0.19641559164481798,Iris-setosa

iris/tab_ddpm/1_3/19/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor

iris/tab_ddpm/1_3/19/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/1_3/19/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor

iris/tab_ddpm/1_3/2/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.108106740851313,2.3569564714663898,5.056729374331185,1.5899243730669899,Iris-virginica
+1,4.594965936266452,3.6445770824778965,1.000000379456727,0.20148322020030018,Iris-setosa
+2,6.557382329463244,3.0,5.490283875357147,1.8089199682727009,Iris-virginica
+3,6.846769716968484,2.7599802472957053,4.79119025657432,1.3913606906548592,Iris-versicolor
+4,6.30808685662054,3.3990553923039495,5.648157516114941,2.381287208992506,Iris-virginica
+5,5.032239220315782,2.0000011403203857,3.5670762994670144,1.0220475921320358,Iris-versicolor
+6,4.952413079799119,3.0245083334403207,1.4050680851584219,0.1931716485186037,Iris-setosa
+7,4.920892721030927,3.386160182507077,1.4833527258289034,0.19566692603490995,Iris-setosa
+8,6.705825471481562,3.2745716145390267,5.6777767715608025,2.49999948823854,Iris-virginica
+9,5.772139586472319,2.8882036550573007,4.598997901714311,1.3456622076542697,Iris-versicolor
+10,5.250367710626086,3.62861124483943,1.585609174501623,0.40973372209553305,Iris-setosa
+11,6.571728721820981,3.0,5.545968334535676,1.7851853039334231,Iris-virginica
+12,5.7972186745812015,2.9980987735005002,3.854114558856397,1.3868636743603584,Iris-versicolor
+13,6.562426810009102,3.0,5.528919477586693,1.80479825232363,Iris-virginica
+14,5.771388225293856,2.8451721767726355,5.129230613154349,1.8974051766486981,Iris-virginica
+15,5.653520635018678,2.729378913491577,4.288682202893125,1.2503095872123349,Iris-versicolor
+16,6.023563302258521,2.540555578709121,5.582477190565642,1.391405099151295,Iris-virginica
+17,5.185170619094187,3.5007330976132196,1.4134275511493555,0.1983656453424426,Iris-setosa
+18,7.737161497536635,2.615649089951484,6.9,2.305380485734506,Iris-virginica
+19,5.105733052875868,3.497045176528423,1.4619968638691163,0.3756650498223239,Iris-setosa
+20,7.7461068640752195,2.604623091368178,6.9,2.3030442061178014,Iris-virginica
+21,6.193231325474485,2.748282370646362,5.585313451637269,1.539605801637227,Iris-virginica
+22,5.996926345362226,2.179090426499773,4.9807128683740025,1.522544062538082,Iris-virginica
+23,6.248572451228839,3.400957795475817,5.583610114486787,2.4167990622677875,Iris-virginica
+24,5.487158367446772,2.6243995576236694,4.024205202365253,1.1626641331268344,Iris-versicolor
+25,5.133600769586519,3.8091531704203225,1.8117671075622408,0.25047148043241424,Iris-setosa
+26,7.68151347389777,2.8648039274779835,6.660378344595567,2.0433071409911268,Iris-virginica
+27,5.152606993507224,3.4423915798468463,1.4531970748382397,0.19643866016569078,Iris-setosa
+28,5.114627543409018,3.707629902356839,1.639499649106865,0.20525773373480338,Iris-setosa
+29,5.743221448382042,3.0,4.2644069671602916,1.406226721862406,Iris-versicolor
+30,4.400000537582833,3.1257561783518053,1.305939376677643,0.18662247755585099,Iris-setosa
+31,4.576597029031817,3.3862220715200677,1.3684167989783709,0.31976105081404466,Iris-setosa
+32,5.008404500750947,2.0,3.638784468668979,0.8727702995384523,Iris-versicolor
+33,4.9401126476273305,2.476697252473541,3.3696158443112196,1.0864690105166046,Iris-versicolor
+34,7.899998880341739,3.789203249994707,6.4346532050080425,1.98770790624637,Iris-virginica
+35,5.682241164796504,2.9698348480511187,3.8540609015905165,1.3237457563469321,Iris-versicolor
+36,4.926724037157015,2.426153298877945,3.369571938072328,1.0066874040680611,Iris-versicolor
+37,7.8999988904075895,3.8042912700814684,6.360031621293868,2.0314076894098325,Iris-virginica
+38,6.66531070231708,3.0729389170898043,4.59982925882301,1.4534347725955405,Iris-versicolor
+39,5.292439087637087,3.437734123952762,1.4840864985575737,0.33907514609899503,Iris-setosa
+40,5.617188328015909,2.9214570406844236,4.114139033211119,1.3380542705227398,Iris-versicolor
+41,5.39198591782398,3.9,1.3088001873278967,0.39480236967828225,Iris-setosa
+42,7.514405438564904,3.0,6.463931372712851,2.0718604682863107,Iris-virginica
+43,6.470087955952097,3.207429432292687,4.750862401364931,1.5198517987272862,Iris-versicolor
+44,5.64852515841445,2.8546759097455405,3.8164214445820543,1.2864944477508649,Iris-versicolor
+45,4.962037293733415,2.455346060018455,3.393931538526525,1.0836057943031892,Iris-versicolor
+46,6.129272554075513,2.558619548076473,5.125364743568208,1.5385129930369863,Iris-versicolor
+47,6.164044693639751,3.37844132843759,4.581008914983107,1.6573024175528388,Iris-versicolor
+48,6.731121216600997,3.195850181152249,5.522664497833208,2.3169826868011367,Iris-virginica
+49,4.671079941317991,2.887137273822235,1.3659654307940763,0.3043084891686492,Iris-setosa
+50,5.768230568926858,2.743444149789194,4.003289246631419,1.1951993385267965,Iris-versicolor
+51,5.40695081218309,3.8999995242724412,1.273693563400537,0.31004398159536073,Iris-setosa
+52,4.827284254778402,3.4400763939452776,1.4977195303828874,0.20492625499154934,Iris-setosa
+53,5.952759158215498,2.8262558256969776,4.778476264238588,1.5154063809117488,Iris-versicolor
+54,5.355021863432418,3.3941809448480575,1.4852381920817184,0.19186185552132695,Iris-setosa
+55,6.605743638824868,3.0,5.872878425939053,2.233646173686542,Iris-virginica
+56,5.463087932766429,3.8999992091645512,1.298851778705863,0.369895765327966,Iris-setosa
+57,5.616651771374629,2.589869026159695,4.299026981077664,1.133013678379616,Iris-versicolor
+58,5.227961153483943,2.6716153137764955,3.6737974131963393,1.3401092142661482,Iris-versicolor
+59,6.7278350627893575,3.279351155195577,5.785570825135876,2.339803210730886,Iris-virginica
+60,7.899998865003747,3.79894700106282,6.431076845232317,1.999818556969535,Iris-virginica
+61,5.964962767692291,3.0,4.392498325195922,1.5101306555387681,Iris-versicolor
+62,6.4025259623196416,3.2057785880222065,4.689077703503,1.5194538584169381,Iris-versicolor
+63,6.065195901189895,2.7208167454878587,5.1007449732292045,1.567771234458492,Iris-versicolor
+64,5.372891393590681,3.7281595182458194,1.6673202268582326,0.22252636736114284,Iris-setosa
+65,4.4,2.924345990558685,1.4027725178516257,0.1989682723322,Iris-setosa
+66,5.6392969110851565,2.9235752963527593,4.5984639018563085,1.4187683993013978,Iris-versicolor
+67,5.7540998950785305,2.834816840030319,4.764009520948814,1.5520076140672867,Iris-versicolor
+68,6.169475021065368,3.332148871752196,4.657804712574525,1.555533246550898,Iris-versicolor
+69,6.878076604755029,3.185067404370139,5.564983656470862,2.3138567158167005,Iris-virginica
+70,5.205769126682808,3.4192266625519605,1.4033694666476086,0.2071391789539679,Iris-setosa
+71,6.150077448499596,3.3349617071744286,4.565316531153764,1.6359728138082588,Iris-versicolor
+72,5.951809779971164,2.802061730899717,5.1649865260055075,1.9104972224724353,Iris-virginica
+73,4.9924145739577845,2.0,3.3515483580322667,1.0242431501072704,Iris-versicolor
+74,6.887303108761488,3.0532834387964636,5.237599519425974,2.239428986088046,Iris-virginica
+75,6.183091709137838,2.7591373052273243,5.583824473561445,1.743496355972433,Iris-virginica
+76,5.034678780495841,2.5054860533720498,3.1998625634092694,1.11770805469566,Iris-versicolor
+77,5.6238547152423735,2.733002804913211,3.6253205841575196,1.2038445855066258,Iris-versicolor
+78,4.684765130873146,2.882535666136344,1.341512946752167,0.28757252755064017,Iris-setosa
+79,6.141996311897076,2.447502089376864,5.363365910540866,1.49385153103981,Iris-virginica
+80,4.97314911118712,2.000004543228591,3.4390534056476554,1.0035070621943787,Iris-versicolor
+81,6.735047351387507,2.9737793472918046,4.692173017202716,1.4328252562992585,Iris-versicolor
+82,4.598420050592935,3.587330378606788,1.0,0.20291905156092124,Iris-setosa
+83,5.644613439342546,2.419870073668989,3.8618821209450083,1.1041229720863692,Iris-versicolor
+84,5.048057781696643,3.499015415228267,1.3445411004857462,0.2047613220549376,Iris-setosa
+85,6.669867003104921,3.193602770548682,5.531396611833072,2.114787409715664,Iris-virginica
+86,5.572848494541079,2.998916871915487,4.214140131096618,1.3142241669813437,Iris-versicolor
+87,5.3546759558918895,2.665083205921969,3.886315132042319,1.3132363109883944,Iris-versicolor
+88,6.774339428507838,2.7235877640777635,4.744697100393053,1.3841584385577068,Iris-versicolor
+89,6.749576176263808,3.236158946304278,5.695955986534159,2.169003266011145,Iris-virginica
+90,5.486543544061612,2.58734830679175,3.6721036519669354,1.0957667591318985,Iris-versicolor
+91,4.916099020466119,2.4109583627502293,3.4855315609320088,1.0205952844092898,Iris-versicolor
+92,5.234766162704909,3.3843801646449996,1.3964561804492162,0.20461188831231056,Iris-setosa
+93,5.576688249541826,2.68572792236725,4.533514189979342,1.2472425784827643,Iris-versicolor
+94,6.448121615095402,2.8213266008894253,4.429256255317511,1.2683545596865922,Iris-versicolor
+95,6.117510879807524,2.645332261102995,5.001674001664053,1.5617959299444386,Iris-versicolor
+96,6.457826254065202,3.0,4.476769836762023,1.4440423113139504,Iris-versicolor
+97,6.6733329279364675,3.3050480201907257,5.713966091746659,2.4999996153072805,Iris-virginica
+98,4.588337426784699,3.6019356099826108,1.0000003639344248,0.18130493252649196,Iris-setosa
+99,5.25916090930385,2.492665494755575,3.5075899326332416,1.117294855338135,Iris-versicolor
+100,5.762067602067754,2.917566781667879,4.397961359571438,1.3164529272659264,Iris-versicolor
+101,5.494593193417244,2.501852733060435,3.9496563961314273,1.1024210151879683,Iris-versicolor
+102,5.659771904841547,3.0,4.4051653403732445,1.4851147277261982,Iris-versicolor
+103,6.685596091374981,3.0,4.540315612381095,1.4352449356243326,Iris-versicolor
+104,5.825525785477421,2.759016981223236,4.280817420786886,1.0904047242121893,Iris-versicolor
+105,6.683183457496508,3.3635732132441967,5.697758709410896,2.5,Iris-virginica
+106,4.400000531726633,2.9753917392517946,1.3860149958003158,0.19255554125105467,Iris-setosa
+107,5.0763926676741615,3.78274179455169,1.4996393256663592,0.23422817325476455,Iris-setosa
+108,5.7580816671797335,2.559316782675503,3.914630068541703,1.1311819339689806,Iris-versicolor
+109,5.405876487484536,3.4097048802019922,1.5410800811414938,0.3210367892052536,Iris-setosa
+110,5.421094649793648,3.7021644492358172,1.4955863587975482,0.29164571690061286,Iris-setosa
+111,7.7114428497048095,2.598625300299988,6.9,2.3065673025307403,Iris-virginica
+112,6.00495866633306,2.8860337255583,4.7573695109088865,1.5208096008435574,Iris-versicolor
+113,5.49250856992109,2.595584259924991,4.427397759270059,1.2401576338888882,Iris-versicolor
+114,4.61943013203529,2.7334792172465288,1.355176099055849,0.36322020971847424,Iris-setosa
+115,4.4,2.817926418665309,1.4020591075649138,0.19945133415946562,Iris-setosa
+116,5.217812032022471,3.4173023464853265,1.3852230048210816,0.20641289449884326,Iris-setosa
+117,6.675990708695798,2.5239714748233917,5.743677259609324,1.747024604295246,Iris-virginica
+118,6.131089764469128,2.6491981813656724,5.589272489535395,1.4319101037915045,Iris-virginica
+119,5.271013509258479,3.735459704013287,1.4958207395981258,0.20115030948182022,Iris-setosa

iris/tab_ddpm/1_3/2/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor