a

iris/tab_ddpm/8_2/0/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,7.700787229320047,2.6197744057127843,6.899998583366012,2.2865464910476034,Iris-virginica
+1,6.09697947737758,2.5895968416802764,5.600848430176996,1.3714396947013285,Iris-virginica
+2,6.305512273244583,2.495524913123743,4.8607168723507845,1.4851799045058247,Iris-versicolor
+3,6.536991881245165,3.0,5.802279026329261,2.204403557554656,Iris-virginica
+4,5.593903205307992,2.705323038431789,4.432436646441379,1.2548709611253084,Iris-versicolor
+5,5.776006194988683,2.6852723325000336,5.075873422418239,1.8947090848345896,Iris-virginica
+6,5.121915984396697,3.770646246277644,1.4972472864521431,0.2003248330135972,Iris-setosa
+7,5.608305286601375,2.5079210967593415,3.920027597749108,1.1113121712705936,Iris-versicolor
+8,6.9332645660224115,2.806011754829002,4.817033055873584,1.4060886504026373,Iris-versicolor
+9,4.865716469228909,3.0444993993421603,1.4779267272699055,0.1,Iris-setosa
+10,5.372022571031899,3.0,4.488266556805436,1.517955944290524,Iris-versicolor
+11,5.364725417588714,3.697171299316383,1.5009848646919242,0.20024566965937238,Iris-setosa
+12,5.584075013039499,2.61572161158012,4.420030829197468,1.2193702670562505,Iris-versicolor
+13,5.097209839824301,2.495121409110791,3.0489832510099157,1.0971210266293459,Iris-versicolor
+14,5.54272998994948,2.407638059657224,3.730455973986327,1.088163847453258,Iris-versicolor
+15,6.391120606552751,2.9002343514103797,4.337674415796653,1.3058222498177987,Iris-versicolor
+16,5.525514018585101,2.621633078882112,4.362068934970924,1.2309444499216433,Iris-versicolor
+17,5.529667666491875,4.2,1.4094533769727444,0.2001458445622553,Iris-setosa
+18,5.878030621113506,2.706054692906961,5.115079283109215,1.8694765979092682,Iris-virginica
+19,6.795548927920327,3.0,5.489379685058899,2.0970716975144033,Iris-virginica
+20,5.097104182700691,3.4669540970156394,1.3985692100647085,0.3048131771460683,Iris-setosa
+21,5.8167432990037105,2.6993061069410156,5.094623985535579,1.9024750934672003,Iris-virginica
+22,4.972187507927902,3.4177101498895794,1.4881523534873844,0.3615632521241997,Iris-setosa
+23,5.461081496248138,2.4262353963982326,3.7572187118932803,1.1063692234350262,Iris-versicolor
+24,5.007938663648252,3.2722348933585743,1.4065504125525459,0.1977053402522381,Iris-setosa
+25,5.433264812654048,3.0,4.530134083318003,1.5142401260902971,Iris-versicolor
+26,5.881247844001637,3.1786020265595822,4.750322342134299,1.777316858856521,Iris-versicolor
+27,6.953111722545024,3.091329690899537,5.099748726121881,2.29986127354302,Iris-virginica
+28,6.277924484661745,3.3983095711100946,5.549366843362408,2.406255334574322,Iris-virginica
+29,5.151032487974579,3.322145584142752,1.6319601698556567,0.47910596536286343,Iris-setosa
+30,6.692993243978075,2.5258544509056122,5.8314442435321965,1.8063678789187985,Iris-virginica
+31,5.565332190873314,2.648315346739176,4.325656049629066,1.2577791367678264,Iris-versicolor
+32,4.788730308051212,3.0,1.3929030466670453,0.3381990493277274,Iris-setosa
+33,4.830631656201349,3.0,1.4032019139722116,0.2741416404778225,Iris-setosa
+34,6.226420318778457,2.200000304396828,4.540543152589052,1.4746245890492935,Iris-versicolor
+35,7.9,3.8115294418547796,6.383781508983328,1.9860942890537991,Iris-virginica
+36,6.818344711294301,2.8016691246989165,4.793296722622971,1.3944266403304946,Iris-versicolor
+37,6.248656746333394,2.200000280344231,4.588467335444965,1.5173111952871365,Iris-versicolor
+38,6.541398856507193,3.0422116682589033,5.323647148120385,1.8647382474000092,Iris-virginica
+39,5.597056827845104,3.0,4.150382576311926,1.3565208669329227,Iris-versicolor
+40,4.615940014035989,3.4088235397103044,1.4000238389749462,0.30578114634128656,Iris-setosa
+41,5.431881736499405,3.4098515872201287,1.5151324968536268,0.32519047182242755,Iris-setosa
+42,6.914401708537782,3.0879514987815937,5.099584698304173,2.293325992498149,Iris-virginica
+43,6.305174378493568,3.306153007034386,4.671764053017252,1.5850153973630765,Iris-versicolor
+44,6.301729087508377,3.2791968031989787,4.716668262834374,1.5889557122710838,Iris-versicolor
+45,5.634708071136909,2.7349885868037145,4.436589271826273,1.2892964874318802,Iris-versicolor
+46,6.293898734790377,2.690111297863133,4.924714498232317,1.7968000544864535,Iris-virginica
+47,4.490353404414515,2.3018749152060187,1.2971840476255971,0.3095993374944653,Iris-setosa
+48,5.984068588679482,3.0,4.947544648633594,1.8023898490056067,Iris-virginica
+49,6.713069681693088,3.300998291266351,5.688163912126137,2.0885349705183227,Iris-virginica
+50,7.698767376102703,2.5764668332093574,6.9,2.2905993814562975,Iris-virginica
+51,4.991653885198453,3.39441751835012,1.656638133727653,0.4134536130355325,Iris-setosa
+52,4.992200461812805,3.397187420114602,1.4993637965990603,0.355739242930854,Iris-setosa
+53,6.294354247231039,3.3928574748730878,5.573876387571763,2.394994750982791,Iris-virginica
+54,7.052928593817141,3.048810706026806,5.909440649101781,2.1848773794987304,Iris-virginica
+55,5.230839931863614,2.7420423965101035,4.086892046834118,1.3879282269462696,Iris-versicolor
+56,6.17155886540328,2.2,4.5124672035223785,1.4931811749236288,Iris-versicolor
+57,6.9155483294055164,3.2039735328191123,5.802748435240656,2.2980574221578456,Iris-virginica
+58,5.094810753618843,3.5457249761481533,1.411009838320161,0.34319950393477716,Iris-setosa
+59,5.690761853169427,2.798957861196004,4.52158920411464,1.3085548982613386,Iris-versicolor
+60,4.936592711411872,2.4079577213729664,3.1674246484756132,1.0758434376275097,Iris-versicolor
+61,5.160200659780171,3.4628407895860525,1.5575552394855519,0.20000382621827187,Iris-setosa
+62,5.144884056751027,3.3217389692186443,1.634079781527292,0.4246015270485334,Iris-setosa
+63,6.303567610610446,3.4016721444553983,5.585302981433258,2.402328702613516,Iris-virginica
+64,5.5993469264981455,2.6551313995839116,4.128916254793549,1.2748719329483948,Iris-versicolor
+65,4.5918258350107015,3.2027080544703614,1.3910162761096925,0.19970072357971694,Iris-setosa
+66,5.506969076586937,2.4052577345205575,3.867053027530232,1.1024325117882483,Iris-versicolor
+67,6.507785788508509,3.0,5.78549215210839,2.2080839293214525,Iris-virginica
+68,4.800104455460622,3.0,1.3992467854569985,0.30603676905243726,Iris-setosa
+69,5.719890963058535,2.493554745745532,5.006324863898997,1.9869345416055402,Iris-virginica
+70,6.704161065022429,3.2925262257712706,5.732542721021175,2.10771200917564,Iris-virginica
+71,6.689807018387047,3.3026636368371154,5.684576962787738,2.103895950709294,Iris-virginica
+72,5.856246594160345,3.20762066468243,4.805627810314582,1.8084793961977752,Iris-versicolor
+73,6.516980460295243,3.0,5.479372459477235,1.7983651868649944,Iris-virginica
+74,4.992566439306079,3.187659331713437,1.2000002337117457,0.20133562968918756,Iris-setosa
+75,5.01846055623721,3.365575108599658,1.4016368597643951,0.27822468387418653,Iris-setosa
+76,5.277513858678578,3.7191629178016536,1.4982750251979202,0.19804443614706796,Iris-setosa
+77,4.491002806239607,2.2975177190971268,1.297742726170039,0.2978837679807296,Iris-setosa
+78,5.500436380643094,2.406216156789842,3.84934066300259,1.070390318288609,Iris-versicolor
+79,4.900640605650248,3.1083051184718484,1.504118638268172,0.10000009673825634,Iris-setosa
+80,4.792749944946475,3.0,1.4034253701276078,0.32663905299542023,Iris-setosa
+81,6.015008076781233,3.2607734715523033,4.779730962146074,1.775103080904619,Iris-versicolor
+82,6.198222166047673,2.2,4.543230238622972,1.5073451436514427,Iris-versicolor
+83,5.083941303193026,3.385755099136194,1.498160885979418,0.21635282033800424,Iris-setosa
+84,5.928812855142828,3.1955805593899975,4.792520084978468,1.7912527233447233,Iris-versicolor
+85,5.608355094631633,3.0,4.158992354082546,1.290935388809869,Iris-versicolor
+86,5.089442191904689,2.485128026583199,3.0059471648152023,1.100513675128415,Iris-versicolor
+87,6.288651194272476,2.508804811247116,4.933743228847818,1.525228108834695,Iris-versicolor
+88,6.710122934565478,3.0,5.008997687613578,1.7058392685954016,Iris-versicolor
+89,5.328991613507713,3.713633382121285,1.5275893739644846,0.20019284060435588,Iris-setosa
+90,6.2835648682860965,3.292830843456716,4.664082319096455,1.5768785328419006,Iris-versicolor
+91,6.482680948109811,3.1781691926806515,5.105151889436905,2.002519053488369,Iris-virginica
+92,6.809480638192723,3.0,5.530768816948064,2.1050104100501392,Iris-virginica
+93,5.22290496869187,3.397882485878224,1.6003931018487247,0.20598816639303527,Iris-setosa
+94,6.6243349457522065,3.0,5.663178591192829,2.0734038796376657,Iris-virginica
+95,4.400000636229982,2.909285170097002,1.3973401766314368,0.19885400753976312,Iris-setosa
+96,4.899463032748189,3.098835914827307,1.6014327878285302,0.10000009629207833,Iris-setosa
+97,4.842992409565979,3.0,1.4329352778962474,0.10000009386851019,Iris-setosa
+98,6.555666545025943,3.0,5.386959938608463,1.8483034613261011,Iris-virginica
+99,5.990244358661916,2.895733340086632,4.5015728695039945,1.4857278840458725,Iris-versicolor
+100,5.093442069961397,3.7429438217596607,1.498102724068089,0.4331533625990135,Iris-setosa
+101,5.760085767730171,2.575963393387283,5.05202540024584,1.9432660443272076,Iris-virginica
+102,6.518590246818384,3.1929275560734505,5.098972385132147,2.012574400792509,Iris-virginica
+103,4.929350816371391,2.4290423096054923,3.273879821089438,1.076129691929067,Iris-versicolor
+104,6.071384511466486,3.0,4.57574977243125,1.4080603428582485,Iris-versicolor
+105,6.001955221832069,2.2,5.004681035857947,1.4979831456288,Iris-virginica
+106,5.9066023189406165,3.209036808098091,4.789346288597105,1.7915609842954907,Iris-versicolor
+107,6.985021677263646,3.092989261896787,5.7418808139694795,2.2331130922904507,Iris-virginica
+108,6.440576279272824,3.0,5.510865202685122,1.7992906236784423,Iris-virginica
+109,4.400000710880879,2.893666398695163,1.404236279475457,0.19969582785623183,Iris-setosa
+110,6.37830240520439,2.6929308225354767,5.266849844975888,1.8921666400369508,Iris-virginica
+111,6.11887438641362,2.808541381052061,4.729617229931822,1.2010051609764294,Iris-versicolor
+112,6.278572879667385,3.3028331904814525,4.731575106941278,1.6172424725459118,Iris-versicolor
+113,4.906549905335927,3.1062843171380776,1.5729074539766141,0.1,Iris-setosa
+114,6.813836377378048,3.1894664860334054,5.875910819667429,2.2962697160589434,Iris-virginica
+115,5.381997923306598,3.3876447721863827,1.6971951031650074,0.197232931306341,Iris-setosa
+116,5.224312308134569,2.724610224934133,4.0148146143304855,1.4208705418968364,Iris-versicolor
+117,6.295178300171532,2.5026342460527227,4.908056472790336,1.5233928178896348,Iris-versicolor
+118,6.442448416508486,3.0,5.8040947793507405,2.1585130284182203,Iris-virginica
+119,5.091945941704004,3.5340993578495414,1.3827791991566243,0.3122345258783212,Iris-setosa

iris/tab_ddpm/8_2/0/test.csv

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

iris/tab_ddpm/8_2/0/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
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+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/8_2/0/val.csv

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

iris/tab_ddpm/8_2/1/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,4.988649345213814,3.2786091077925548,1.4025357872371444,0.2014366654148474,Iris-setosa
+1,4.809496260093303,3.0,1.4014581738889766,0.32649993435720953,Iris-setosa
+2,5.659885961111286,3.8095146616648474,1.7963104197915247,0.34831938390298167,Iris-setosa
+3,5.506072531223675,4.1999990893067976,1.3961205275425674,0.19970167326289884,Iris-setosa
+4,5.635829379594685,2.729316723444694,4.3277550761054675,1.3005139800199506,Iris-versicolor
+5,4.931094922004038,3.089821288001296,1.3917642076933987,0.217783662502884,Iris-setosa
+6,5.535308262987237,2.6167404753038523,4.299323927856434,1.2793224947811226,Iris-versicolor
+7,5.803504661733813,2.7067145193038877,5.102220467880382,1.897604232205346,Iris-virginica
+8,6.324037913169208,3.301147143373963,4.6838116580487315,1.5961774614925737,Iris-versicolor
+9,4.8440783903658,2.4018949558452904,3.2791014884987826,0.9285572011543513,Iris-versicolor
+10,6.652305405583658,3.0,4.991926547881966,1.6695064758592655,Iris-versicolor
+11,5.284681205962566,2.833387070628114,4.068949085978474,1.4047310632760592,Iris-versicolor
+12,6.51206278808387,3.0,5.5027312587931165,1.8020249507156745,Iris-virginica
+13,6.681925026296768,3.0,4.997678208186057,1.712503223090217,Iris-versicolor
+14,4.996922066985288,3.2046442459488835,1.2000001815380401,0.19871582786809347,Iris-setosa
+15,4.400000543426252,2.888401767426818,1.398823413820689,0.1896081070716899,Iris-setosa
+16,6.217065888752586,2.2000003230706877,4.46462452174651,1.5092373235050287,Iris-versicolor
+17,4.915825181942006,3.0,1.402777777899489,0.20284177154607247,Iris-setosa
+18,6.0423710674754005,2.788870084678763,4.893741868012142,1.4524062354495455,Iris-versicolor
+19,5.977951105849113,3.0,4.880607173862419,1.8050288945317032,Iris-virginica
+20,6.840765062765609,3.2056897476005646,5.8299683673397,2.2925853025723684,Iris-virginica
+21,6.725218389731452,3.291423908592896,5.685092504812162,2.5,Iris-virginica
+22,7.706247809109195,2.5933911885983854,6.899998721585231,2.3123982926941684,Iris-virginica
+23,6.525604724415442,3.0,5.508592629205454,1.8016790755352936,Iris-virginica
+24,6.980265983087582,3.0,5.744339292213085,2.1530233789162065,Iris-virginica
+25,5.012012097558091,3.2578174807145417,1.4375975658021054,0.22015049068523476,Iris-setosa
+26,5.21971645927128,3.5878079925954443,1.5307827324916203,0.20645711916396808,Iris-setosa
+27,6.924124067069505,3.189275095907064,5.786846376975068,2.2966470139851882,Iris-virginica
+28,7.899998958832513,3.8242386311561116,6.441255444576719,1.9964772843732885,Iris-virginica
+29,5.876953720021129,3.0,4.234218822133924,1.5451424308467103,Iris-versicolor
+30,6.10304870705916,2.7983198431252223,4.687522341891762,1.1962536996222353,Iris-versicolor
+31,5.607548624704952,2.711764621244223,4.241485517066983,1.2958248018405365,Iris-versicolor
+32,6.739590055927018,2.5094792687227954,5.796154028038849,1.8025387368809576,Iris-virginica
+33,7.115026676720594,3.0,5.985119767878462,2.064106756307182,Iris-virginica
+34,6.716373994958601,3.3069120410465414,5.75855489640459,2.1101476440026037,Iris-virginica
+35,5.446224146603543,3.8814199755096017,1.696124280414263,0.36139100993089435,Iris-setosa
+36,6.004253865685616,3.0,4.739950370777652,1.798663759945354,Iris-virginica
+37,5.592604227569196,3.8038029187890303,1.5311467446471392,0.423818321855513,Iris-setosa
+38,5.991368337886663,3.0,4.488497849085412,1.4156402172745635,Iris-versicolor
+39,4.988093078103405,3.2067956204402916,1.2,0.19650662599813357,Iris-setosa
+40,4.6126359631364835,3.4026785471509604,1.394750704596089,0.2938010782469943,Iris-setosa
+41,4.882537855584952,3.0714017730141885,1.4935158923348708,0.10000011478829648,Iris-setosa
+42,5.820816543772019,2.8216521825514156,4.591473783973985,1.333115852338158,Iris-versicolor
+43,6.792582422942458,2.784402783127672,4.811419360969741,1.4060704213881094,Iris-versicolor
+44,5.681249929000009,2.81434616089982,4.263443992755608,1.2907986296876275,Iris-versicolor
+45,5.680945441145392,3.7874062933948895,1.7373928441788427,0.2987838164867729,Iris-setosa
+46,6.316416279973268,3.394904119953253,5.6002051012814595,2.400776677740529,Iris-virginica
+47,6.306987767481311,2.2918217646487795,4.376574364866298,1.3029801402467858,Iris-versicolor
+48,5.919409890952182,3.0,4.350004560624559,1.4450530606954446,Iris-versicolor
+49,5.150807162554732,3.4047585891584284,1.4961820102807846,0.19799618369906488,Iris-setosa
+50,6.29015653404837,3.3968410295341513,5.615387764412074,2.403637482642452,Iris-virginica
+51,4.901889473667019,3.0,1.3995566583580197,0.19974929689976884,Iris-setosa
+52,5.600450756433741,2.689129515946407,4.255112516764676,1.2880866880112585,Iris-versicolor
+53,6.1105278451823635,2.6066461506260197,5.599948112394151,1.432843043552749,Iris-virginica
+54,5.970956776209718,3.0,4.852523649709349,1.8107650144688783,Iris-virginica
+55,5.096704041350255,3.6777739506161993,1.4982188623118893,0.38425454677622173,Iris-setosa
+56,6.549525596978233,3.112093765744102,5.391550029692109,1.9430664211954745,Iris-virginica
+57,5.613485166326212,3.0,4.059840909449921,1.3069784340042354,Iris-versicolor
+58,6.339270612848866,2.9579515455526217,5.548896939918354,1.8093409625005685,Iris-virginica
+59,4.498930530151168,2.306052655986197,1.3025976638073202,0.3087398726877485,Iris-setosa
+60,5.955631552759017,2.9311651839031847,4.515554726588052,1.42565603690803,Iris-versicolor
+61,6.752038354861348,3.1097964895707944,5.098427037125102,2.2311489663680955,Iris-virginica
+62,5.032672486778768,3.4475931530103567,1.6039276900123391,0.3801942938576445,Iris-setosa
+63,4.607003043073431,3.3963447426972855,1.4095408433655332,0.32362056471024575,Iris-setosa
+64,4.603884757105476,3.197483526887693,1.4017502402737776,0.1955838088628594,Iris-setosa
+65,5.401930510863074,3.0,4.528850362328936,1.4916025680935678,Iris-versicolor
+66,5.022942545666153,2.4529125527003224,3.222728196317235,1.0785594966468093,Iris-versicolor
+67,4.852487771670906,2.3804261202395156,3.2852324835119537,0.9707904053928456,Iris-versicolor
+68,5.124696541951203,2.497763154967542,2.923368663194229,1.0862645220047737,Iris-versicolor
+69,4.884837593144868,3.0,1.3983377680386255,0.20070515222925484,Iris-setosa
+70,5.347306924269994,3.387335059701644,1.7491509848809514,0.20227680293069877,Iris-setosa
+71,5.5471797229164075,2.494828062785424,3.9220421440672517,1.1233527193014334,Iris-versicolor
+72,5.109979839701729,3.2998823142251923,1.6561107831283541,0.5059684765220234,Iris-setosa
+73,5.431405939117361,3.0,4.510412030043546,1.4965322860169237,Iris-versicolor
+74,5.560999695292138,2.4365894388277103,3.8248632805710248,1.0847385772517366,Iris-versicolor
+75,5.5908377016440305,2.900279783962755,3.7097401928023093,1.2996706732230716,Iris-versicolor
+76,4.92705621350861,2.4128231629516383,3.2783503045567097,1.0386208163720696,Iris-versicolor
+77,4.4,2.889100152042857,1.4057827127760933,0.1997806936220739,Iris-setosa
+78,5.775475580980722,2.681017495865837,5.090641782248903,1.9038471820540521,Iris-virginica
+79,6.30727639263253,2.7024857060470184,4.938960691193492,1.8076260123298098,Iris-virginica
+80,5.084278998860927,3.48666493272093,1.4115223232333804,0.3382340347206828,Iris-setosa
+81,5.096838702714353,3.3894125178871226,1.4947408701708722,0.2022786120660974,Iris-setosa
+82,6.094882648401963,2.606555181009623,5.572982510904683,1.3931499141765549,Iris-virginica
+83,6.281890033449859,3.2814478526772017,4.675333806882939,1.550160589357698,Iris-versicolor
+84,6.702534969790218,3.295467212967051,5.705914439766065,2.5,Iris-virginica
+85,7.899998768213708,3.813911888191261,6.348880459730703,1.9859901727435227,Iris-virginica
+86,6.705093532968783,3.3018060439198718,5.68803168063149,2.1021905475622606,Iris-virginica
+87,6.694840507503896,2.4956055696748836,5.834476288843747,1.7988244300062355,Iris-virginica
+88,5.893377624901511,3.0,5.097704489880548,1.799416063796207,Iris-virginica
+89,4.4,2.9115313726878944,1.3929452466844863,0.19708226633038947,Iris-setosa
+90,6.10250412076779,2.5922736581774686,5.605364057079296,1.4034844089218306,Iris-virginica
+91,5.906499126079403,3.205563755531979,4.790086003607206,1.7990803540785372,Iris-versicolor
+92,6.282224048614952,2.511393000046074,4.911575237202032,1.5212304760346045,Iris-versicolor
+93,6.4082201805464045,2.8990495575976696,4.2634594614624985,1.3043473332894933,Iris-versicolor
+94,6.667509848263208,2.5192651248115387,5.723691050679119,1.8049619182333405,Iris-virginica
+95,5.408442434242385,3.0,4.495609886629629,1.4897252253885347,Iris-versicolor
+96,5.1159910240563695,3.501130527738617,1.3931467120364103,0.29394893980387027,Iris-setosa
+97,6.882509775868521,3.104766525286855,5.105695893983823,2.303984629588556,Iris-virginica
+98,6.798211216184144,3.0,5.495552752107821,2.104584715185107,Iris-virginica
+99,7.303769669235463,2.8928654872025588,6.3074721902613815,1.7978957386915613,Iris-virginica
+100,7.724912558859017,2.5974512365169917,6.9,2.290567233251708,Iris-virginica
+101,5.391385479461217,3.0,4.540110751647962,1.4898673139043992,Iris-versicolor
+102,5.417964074559593,3.0,4.480137439876253,1.4687961269196923,Iris-versicolor
+103,5.99659456384595,3.0,4.7938124847540475,1.7974045662409226,Iris-virginica
+104,6.8291311344847445,3.0,5.49982838088564,2.107652289799298,Iris-virginica
+105,5.61612331130989,3.0,4.113182175148509,1.2941778670726913,Iris-versicolor
+106,5.644397677067767,2.7872451200717063,4.412415109164973,1.282617475440289,Iris-versicolor
+107,5.600311521126001,2.9821991221839803,3.6533965243791062,1.3258950707700574,Iris-versicolor
+108,6.529459250226514,3.0,5.492667169289015,1.8107762775804637,Iris-virginica
+109,5.547776444375298,2.5018648413030755,4.060992886100139,1.1063636047655636,Iris-versicolor
+110,5.715291518530744,2.5484002742950267,5.037534373429939,1.9605609851909094,Iris-virginica
+111,6.893278125531664,3.2044192570993357,5.72912670532606,2.2966405935182403,Iris-virginica
+112,5.688130736949294,2.486438589079222,4.985076347780531,1.9839708623342271,Iris-virginica
+113,4.784186396809002,3.0,1.3784001300843902,0.1,Iris-setosa
+114,4.603919269756644,3.3932579308842454,1.3938146174620971,0.30310266289631105,Iris-setosa
+115,4.886560216172869,3.1048045194388054,1.590959758714558,0.1,Iris-setosa
+116,6.512754849672392,3.119398017959365,5.1700645700879555,1.938743492695992,Iris-virginica
+117,6.790160266772897,2.7967516829201045,4.791481632009595,1.374170950777184,Iris-versicolor
+118,5.7162087992067265,3.791802657678347,1.6108745165741218,0.3373348554806794,Iris-setosa
+119,6.292305260166544,3.292380832904094,4.690168486268563,1.576843892005065,Iris-versicolor

iris/tab_ddpm/8_2/1/test.csv

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

iris/tab_ddpm/8_2/1/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
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+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/8_2/1/val.csv

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

iris/tab_ddpm/8_2/10/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.808220297558811,2.6669674495436912,5.087849595325709,1.9086892792201702,Iris-virginica
+1,6.016039035292989,2.706130484391544,5.125835981079005,1.6047061059544638,Iris-versicolor
+2,6.005950642544768,3.0,4.8234812294051155,1.8051373585921262,Iris-virginica
+3,6.293826318455113,3.2932409787196795,4.675804570799907,1.5939567540381732,Iris-versicolor
+4,6.704013830669956,3.300499730927346,5.719609740583662,2.4999995927579777,Iris-virginica
+5,5.87463580715054,3.0,4.172982188942557,1.460510403532984,Iris-versicolor
+6,4.874407928001012,2.4148070788542038,3.2665070094361517,0.9003765916303672,Iris-versicolor
+7,6.205045689468857,2.200000372695839,4.5104201346623745,1.4968306993376066,Iris-versicolor
+8,6.794966326872636,2.8297497175661173,4.769106818332838,1.4082195296214284,Iris-versicolor
+9,6.755634047428913,3.0,5.449600835464163,2.1023911915233544,Iris-virginica
+10,6.2202967575280335,2.2,4.5714163383705815,1.505706043945212,Iris-versicolor
+11,5.923013839892253,3.196662496534374,4.772380038208126,1.8119708623792277,Iris-versicolor
+12,5.088326310386808,3.3106485553448586,1.4835412991978578,0.4373475042338162,Iris-setosa
+13,6.703887701347718,2.5101408452574874,5.874099447420564,1.8021288576398649,Iris-virginica
+14,5.080146822229336,3.6579037850879668,1.4790879330450442,0.4006948826176634,Iris-setosa
+15,5.500499429834333,2.397003986013964,3.8344574451418207,1.1062478039950363,Iris-versicolor
+16,5.1057950995533385,3.7407801001527976,1.582179938411216,0.20377658042138116,Iris-setosa
+17,6.005831060371976,2.2,5.010030811686523,1.4873335506642325,Iris-virginica
+18,5.661580737842697,3.0,3.9494773862582293,1.3485567552410187,Iris-versicolor
+19,6.236746112524245,3.2609175345928683,4.6338253259774955,1.5481186793015138,Iris-versicolor
+20,5.088273001759356,3.578893247699152,1.4965475141189228,0.4046594138081572,Iris-setosa
+21,4.904946073430488,3.0,1.402858889194698,0.1986341321110506,Iris-setosa
+22,6.104175958708891,3.0,4.602091549674157,1.4002895056499565,Iris-versicolor
+23,5.959054949568573,2.8906793068062933,4.566866243043456,1.4675580534833552,Iris-versicolor
+24,6.901674015610606,3.127695720697298,5.09659524023103,2.296899394351546,Iris-virginica
+25,6.57848160048658,3.1939353456239994,5.099597693394805,2.0722175048307623,Iris-virginica
+26,4.816555224777885,3.0,1.4005501432300635,0.1000001103876,Iris-setosa
+27,7.709351674607461,2.587794777302689,6.8999985454483905,2.276324324096263,Iris-virginica
+28,5.309454899709861,3.3918534503458444,1.4984787082347062,0.4985296757047409,Iris-setosa
+29,5.999575069921338,2.2,4.943426401506309,1.498647889469715,Iris-virginica
+30,4.4922953749551775,2.2975785978145273,1.2991591158382116,0.298091443443562,Iris-setosa
+31,6.703794320327659,3.0,4.996058079920193,1.7054067758338862,Iris-versicolor
+32,6.300725964156377,2.7092206727005506,4.893630613623297,1.790973894328552,Iris-virginica
+33,7.031247930254588,3.0310903163577994,5.7809642750018915,2.216195094964125,Iris-virginica
+34,5.161546420170383,3.780237581821902,1.5804979239405523,0.2013304454120735,Iris-setosa
+35,6.298916784795068,3.4018384995060766,5.598641695074043,2.4062369674405755,Iris-virginica
+36,6.270759621040373,3.3028486080453425,4.708172267934085,1.6288238257537808,Iris-versicolor
+37,5.325553748135664,3.3801819255050094,1.5846234559962054,0.4013642996007027,Iris-setosa
+38,5.399206092259946,3.39886448607434,1.6902184319208504,0.20328417740399998,Iris-setosa
+39,5.514067881973735,2.6040904623665053,4.363316338819401,1.1959024643033112,Iris-versicolor
+40,5.765939231751891,2.789229527470704,4.542826248082731,1.2728813516448025,Iris-versicolor
+41,6.693546910555563,3.295824075819099,5.690158897618672,2.0948807770809874,Iris-virginica
+42,6.710709383353534,3.0,4.995761158051329,1.705482611849194,Iris-versicolor
+43,5.781589865692262,2.801349024291619,5.091170444032892,2.4105702530868323,Iris-virginica
+44,5.105662065500361,3.533043434469551,1.4069382764693774,0.2962774797325225,Iris-setosa
+45,6.202014951594734,2.200000395247504,4.476495965231014,1.5077300103289506,Iris-versicolor
+46,5.240571008397393,3.80611984083764,1.5686927697558164,0.4456118662780778,Iris-setosa
+47,4.998824859718979,3.2162396586859967,1.200000192851335,0.20207908464427074,Iris-setosa
+48,5.6175353407439355,2.6730041366148916,4.452914365473259,1.2223425509863581,Iris-versicolor
+49,5.994819199165208,3.0,4.763278456635162,1.8003941444280906,Iris-virginica
+50,5.735747039091396,2.526879895027634,5.035616438497128,1.9743008126822592,Iris-virginica
+51,6.245638810083185,2.2,4.417859335871076,1.5156358741167135,Iris-versicolor
+52,5.224811370052158,2.736341859072583,3.910755483041421,1.392473035119334,Iris-versicolor
+53,6.318963502399477,2.4693967431891712,4.872229893090525,1.4959973175055237,Iris-versicolor
+54,6.302018583614821,2.902188671851266,5.614312495780203,1.8014628170138949,Iris-virginica
+55,5.726205204160585,2.5184887545356878,5.009323544760589,2.0075124174597208,Iris-virginica
+56,6.787526645340217,3.1828218049149957,5.836680363470144,2.29383533090083,Iris-virginica
+57,5.8977633217814835,3.2046452241458527,4.785550226517659,1.7914289999651618,Iris-versicolor
+58,5.765161101778865,2.632368926466301,5.082637780390273,1.9376290802077727,Iris-virginica
+59,6.810263520361266,3.0,5.424818977076519,2.126436945169345,Iris-virginica
+60,6.291236213181469,2.3003007084578644,4.374121871239395,1.3042535075455748,Iris-versicolor
+61,6.689480065650946,2.515352254130943,5.791093385534574,1.804780131674696,Iris-virginica
+62,5.8718408344719535,3.0,5.107031056111864,1.8030751126574336,Iris-virginica
+63,6.291778591275987,2.704209870197988,4.861121361216846,1.7989841886149853,Iris-virginica
+64,5.409390985657358,3.0,4.508417306018339,1.4946719982134293,Iris-versicolor
+65,5.1350977883241375,2.584134877793026,3.4485337060836114,1.2807243564515383,Iris-versicolor
+66,4.906849637302756,3.1200820332302563,1.5223773236289946,0.1,Iris-setosa
+67,6.294238181761882,2.3483663334283373,4.57398625756574,1.3657247042333078,Iris-versicolor
+68,5.101033113894618,3.3037498727026025,1.7026949902042716,0.5222058516284432,Iris-setosa
+69,6.862954055030326,3.0,5.544180744449503,2.102390355178644,Iris-virginica
+70,6.672382040014343,3.29440631010919,5.679786548288112,2.5,Iris-virginica
+71,6.1001509317384945,3.0,4.587910548980718,1.4011557794853786,Iris-versicolor
+72,6.494910396230658,3.0,5.84211402069401,2.185944912699581,Iris-virginica
+73,5.574334192379637,2.9315283617525267,3.64160565965571,1.2951614556633237,Iris-versicolor
+74,4.607231176794659,3.22174276758891,1.3996868358590755,0.19827002265913304,Iris-setosa
+75,4.810119958524533,3.0,1.4047143377558227,0.2997917753364403,Iris-setosa
+76,5.370229319442617,3.406664130007924,1.5883413842047733,0.20044642444129399,Iris-setosa
+77,4.879663327460931,3.0,1.4083728246271476,0.19996235164636356,Iris-setosa
+78,6.394994794811646,2.9113167299211438,4.298111427913279,1.3007489087358002,Iris-versicolor
+79,4.4964218173410035,2.2990770395487496,1.2918868294960792,0.29463572074062117,Iris-setosa
+80,4.99357968854532,3.3863311678903645,1.6038021610872857,0.4307911658583201,Iris-setosa
+81,5.612316086836406,2.975412834953264,3.5949463592783717,1.312418140404757,Iris-versicolor
+82,6.0019594401028655,2.7113154842714193,5.099583123015338,1.5963042335133755,Iris-versicolor
+83,5.002830999982167,3.20959041593172,1.2000002126023117,0.20598576908545413,Iris-setosa
+84,4.894879163174354,3.0,1.3955514080925895,0.20880522525778586,Iris-setosa
+85,5.012030056930096,3.3119044018698776,1.389652389996432,0.20033778940444358,Iris-setosa
+86,6.991443574134964,3.093826734209947,5.095788762578127,2.313722777078624,Iris-virginica
+87,6.7382580645088,3.2530979148116193,5.833227605072078,2.3187899179196183,Iris-virginica
+88,6.368703052441442,2.705481836073229,5.108896982554325,1.8309294249928434,Iris-virginica
+89,5.007705164585623,3.4319742762350294,1.497315146516741,0.4434093252454242,Iris-setosa
+90,4.990993578595169,3.221099292369508,1.2000002420114946,0.20555433583494928,Iris-setosa
+91,6.287217185191937,2.3042129547210233,4.42327072631521,1.2941157587850278,Iris-versicolor
+92,5.99437011422643,2.700962896578753,5.093856030726254,1.6163512061444103,Iris-versicolor
+93,5.199789787846243,2.7152205232952387,3.9628206723123798,1.4271556256386977,Iris-versicolor
+94,6.487938863004658,3.0,5.810853095214589,2.1942345213934336,Iris-virginica
+95,7.114775000750243,3.0,5.908162061468527,2.1057815748727546,Iris-virginica
+96,5.148954088725562,3.4103201212371568,1.5510497040162818,0.19857527839555672,Iris-setosa
+97,7.9,3.8499039468869056,6.411028266103795,2.012467041649912,Iris-virginica
+98,6.795837017406402,3.0,5.50275755239479,2.0969648236027134,Iris-virginica
+99,5.54302865132349,2.4489797164295335,3.7882206259869795,1.1039089232387265,Iris-versicolor
+100,5.1003791137916155,3.4725065911956663,1.4003666104904737,0.29698512695822743,Iris-setosa
+101,7.06448982051842,3.0,5.776604536354091,2.1042198717620186,Iris-virginica
+102,6.2921136845266465,3.309088026207472,4.659618414219366,1.58800157138598,Iris-versicolor
+103,6.68690756964184,3.0,4.954089623012587,1.6941373687204295,Iris-versicolor
+104,5.022580534499758,2.4761338359747045,3.275697891868059,1.1057042935115537,Iris-versicolor
+105,5.781694571164004,2.7944867654987915,5.111889312917665,2.4027010924650534,Iris-virginica
+106,4.400000756346193,2.904469489485974,1.3971452275634144,0.20158531285496872,Iris-setosa
+107,7.136203984446228,3.0,5.896103194474407,2.152100982080862,Iris-virginica
+108,4.989716599109325,3.2094585314338944,1.2000001892541106,0.19861419297912575,Iris-setosa
+109,5.590615494195978,2.4812447160839812,3.941436742398432,1.1035039001542097,Iris-versicolor
+110,6.618108738276628,3.0,5.892125099593453,2.2162953276732034,Iris-virginica
+111,5.089639541965136,3.5157284030638674,1.4016443078364522,0.2961457231093203,Iris-setosa
+112,5.410131564514062,3.405528207748094,1.6596364933556458,0.2016306229048328,Iris-setosa
+113,4.893470418205637,3.0,1.4063013518356642,0.20743574611938415,Iris-setosa
+114,6.69881352050614,3.0,5.000240604620559,1.6821997964133528,Iris-versicolor
+115,5.812656260351228,2.733923790319849,5.098008413613439,1.8884035433820354,Iris-virginica
+116,5.386132102950337,3.3902635477767973,1.7636902479277943,0.19625692603839318,Iris-setosa
+117,6.715024185647187,3.0,5.009359904377584,1.7306054484839393,Iris-versicolor
+118,4.9985035238739615,3.3110625088879497,1.4091392764507573,0.1990779649369927,Iris-setosa
+119,4.905800961818223,3.0,1.389729000144078,0.20931678794068828,Iris-setosa

iris/tab_ddpm/8_2/10/test.csv

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

iris/tab_ddpm/8_2/10/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
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+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/8_2/10/val.csv

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

iris/tab_ddpm/8_2/11/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.140372818361125,3.3182112501471566,1.6468957239818205,0.48528486098110235,Iris-setosa
+1,6.6814538136815615,3.2962132159847655,5.702902401615096,2.499999565111551,Iris-virginica
+2,6.690122934228722,3.2967199648604066,5.720298066160748,2.499999641379186,Iris-virginica
+3,6.333018521876645,2.954468597163031,5.564256738388246,1.8124649893274283,Iris-virginica
+4,5.0636970052916475,2.476447874678876,2.8622458247460676,1.109997899744222,Iris-versicolor
+5,4.902265857925293,3.1009332363996585,1.5566843919643565,0.10000011969174336,Iris-setosa
+6,4.8751713617354735,3.0704533555142923,1.4965906291500692,0.10000009268371758,Iris-setosa
+7,4.7999121850403785,3.0,1.3889191442347557,0.1,Iris-setosa
+8,5.801885392412735,2.7049499146162663,5.103188043134133,1.8796304422001033,Iris-virginica
+9,5.411379402374984,3.0,4.511118668690991,1.4981087084613378,Iris-versicolor
+10,6.926541779287073,3.1867230721138915,5.763644809726896,2.2901464966835174,Iris-virginica
+11,6.129633934567143,2.606193180296816,5.597133337381333,1.4063029740848247,Iris-virginica
+12,6.495171468088828,3.0,5.774026639882957,2.1811644571163815,Iris-virginica
+13,5.051747228866959,2.4796441533303657,3.0707301868373014,1.0768097410350466,Iris-versicolor
+14,5.336030365973082,3.540535055736373,1.5446218625515464,0.41228777970037805,Iris-setosa
+15,5.295989286879113,3.740855174414717,1.6036658253803073,0.20054335945283683,Iris-setosa
+16,7.899998604814042,3.7900077762829607,6.396907613744204,1.9979961131840012,Iris-virginica
+17,4.8949127078332495,3.0944147873512473,1.4970694308069745,0.10000010096433545,Iris-setosa
+18,5.693795550549801,2.49865824889093,5.006708493945886,1.998545931624498,Iris-virginica
+19,5.857149325000111,3.022573613682355,4.450500323459896,1.6543711765431548,Iris-versicolor
+20,5.642715106795517,2.9662089141585057,3.7180117222315183,1.317206315462985,Iris-versicolor
+21,7.703723709014207,2.6060979130415998,6.899998729712726,2.2997424502744157,Iris-virginica
+22,6.681840602726187,3.2963025503568057,5.653390082068589,2.499999517022734,Iris-virginica
+23,6.511927998025878,3.2049038131598704,5.220338734899723,2.0005123383931918,Iris-virginica
+24,7.694099431080472,2.6031926094075772,6.9,2.296456739513788,Iris-virginica
+25,6.833313607363414,3.2016925360890287,5.9330019753985415,2.305006125889958,Iris-virginica
+26,7.703107534660876,2.612083823459938,6.9,2.3230151265977907,Iris-virginica
+27,7.9,3.8212554112629094,6.3948432626908875,2.003785747885383,Iris-virginica
+28,4.901361219047312,3.112896872548953,1.4974772375516248,0.1,Iris-setosa
+29,6.121449566018688,3.0,4.626869690211227,1.3620841852348744,Iris-versicolor
+30,6.287451958941728,2.3074334912606598,4.418519019595278,1.285484867798439,Iris-versicolor
+31,7.502599526174292,2.6872171640045805,6.899834495591694,2.246995436224388,Iris-virginica
+32,5.301903545220791,3.873127780175386,1.4969626596075742,0.36862593769523966,Iris-setosa
+33,5.399294920839929,3.405896079441325,1.6279200720958542,0.20125723245152718,Iris-setosa
+34,5.080198907904796,3.300289215822457,1.6381372051647325,0.5295907435582203,Iris-setosa
+35,6.42955148676195,3.0,5.459589848163769,1.8101047345620993,Iris-virginica
+36,6.061951035844831,2.5987355487326758,5.6065113503345705,1.409439844643783,Iris-virginica
+37,5.995101871940477,2.7057258866260723,5.096584375669993,1.6106398477038735,Iris-versicolor
+38,4.597998338915669,3.405605948566114,1.4047490366707662,0.35196129251842934,Iris-setosa
+39,5.103251542071899,3.386867160995972,1.4970482969980434,0.1997095983119529,Iris-setosa
+40,5.175632624192326,2.68715872766905,3.8807410352861,1.4030841562942222,Iris-versicolor
+41,6.685985027731004,3.3051887691112602,5.6771261077064885,2.5,Iris-virginica
+42,5.557046915587206,2.642807965044656,4.395564219869772,1.2321238266775096,Iris-versicolor
+43,5.112123262908934,3.493061283707051,1.5420819301352535,0.1964242554436461,Iris-setosa
+44,4.890578303563816,3.0846152352958525,1.5227124350778554,0.1,Iris-setosa
+45,5.5085915605553275,2.379666838372495,3.8072354394976506,1.0444781322293812,Iris-versicolor
+46,5.223514287670353,3.786133766697244,1.4952480995439565,0.21759538957189176,Iris-setosa
+47,4.890802763438,3.110431344034621,1.4974676901260817,0.1,Iris-setosa
+48,4.4,2.901289551229114,1.4012728729691133,0.1997610819313,Iris-setosa
+49,6.199580918280624,2.2,4.47146611419996,1.490715041177478,Iris-versicolor
+50,5.91164656578391,3.1861390681637975,4.789877232399256,1.794415186995267,Iris-versicolor
+51,5.084775364421929,3.3901383430463463,1.5301253607321703,0.2108856535433694,Iris-setosa
+52,6.895216336154437,3.096753253902528,5.088382106880518,2.2955267429222626,Iris-virginica
+53,6.094364891561796,2.7904433193623652,4.702315680348788,1.2027813333530195,Iris-versicolor
+54,6.690995003476527,3.3000074581596337,5.720573674581317,2.5,Iris-virginica
+55,7.899998956941337,3.783904028517927,6.411428883372142,2.006027167217055,Iris-virginica
+56,6.300797548276677,3.313362527952694,4.691934213382238,1.5909565959726442,Iris-versicolor
+57,4.4,2.8759154544718224,1.4003120977253314,0.1854424451082199,Iris-setosa
+58,5.115061049052909,3.8356863283530456,1.6654954029436158,0.19652830419031025,Iris-setosa
+59,6.306871544918546,2.898012022338447,5.58708821625021,1.79838874803399,Iris-virginica
+60,5.907155887425902,3.0,4.195613508674031,1.5040422579788917,Iris-versicolor
+61,6.302625608344106,2.304701258189815,4.396738748064,1.2918845405489472,Iris-versicolor
+62,6.962135082527677,3.0927256539962107,5.090158388766322,2.3054796338987966,Iris-virginica
+63,4.651863675980255,3.335157422137063,1.4058845436713965,0.24023613886047956,Iris-setosa
+64,7.325520461616762,2.900101767548048,6.264390293202932,1.807195344720899,Iris-virginica
+65,6.3058294546651625,2.910423858551974,5.589314032271032,1.799142961970281,Iris-virginica
+66,6.708918654242924,3.0,5.0062051341513,1.7034331838409198,Iris-versicolor
+67,6.80614921344171,3.2086066510319275,5.719351076045933,2.272350067372639,Iris-virginica
+68,4.8518821491951805,3.0,1.4100900491848734,0.32392287586703244,Iris-setosa
+69,5.925870030446946,2.2,4.99745312849044,1.4786318929263587,Iris-virginica
+70,6.396470861440093,2.6880684291653894,5.223606254394816,1.8933791239819031,Iris-virginica
+71,5.7514318926993155,2.520929731260519,4.965321481571695,1.9427956917872464,Iris-virginica
+72,4.595197674222488,3.1910943514181835,1.3936698814196387,0.20508764738349078,Iris-setosa
+73,7.899998994728193,3.833235604462356,6.418633844056334,2.0018492933111314,Iris-virginica
+74,6.098550631284835,2.8131288736349243,4.731000627284602,1.2072375375421838,Iris-versicolor
+75,5.808574624216242,2.7834965032131875,5.092082057483374,2.4010676765000603,Iris-virginica
+76,5.691130336145367,3.7994334463173853,1.5490626835187757,0.370959902997582,Iris-setosa
+77,6.385933800593315,2.905652012191556,4.288300634846429,1.298319271658357,Iris-versicolor
+78,5.9862139189965475,2.6923435007466074,5.102901622152709,1.611237542599909,Iris-versicolor
+79,5.77620190365358,2.7934089241559157,5.098312437371456,2.398967630339556,Iris-virginica
+80,5.117055482568332,3.3018622784050136,1.63779243011339,0.4684949205155547,Iris-setosa
+81,6.303884456224015,3.2748053460808646,4.722023828841039,1.5842838947202973,Iris-versicolor
+82,5.567736539201295,2.6754778079599237,4.25549147020436,1.3019716608536096,Iris-versicolor
+83,6.017005460287326,2.7023760128528043,5.096848107891535,1.589154800865375,Iris-versicolor
+84,5.988849108519649,3.0,4.822516082852722,1.8037675001467905,Iris-virginica
+85,4.609732878288172,3.2029004818065014,1.3965889725653613,0.19656619007337495,Iris-setosa
+86,5.764659623799167,2.6719090994943233,5.083703433677332,1.9050230129246055,Iris-virginica
+87,5.089826161977182,3.663545416424376,1.4984685971842533,0.41777504450950415,Iris-setosa
+88,5.962734795828322,2.200000287093702,4.970230275011425,1.4858510245852368,Iris-virginica
+89,5.906963817475825,3.2012360706470755,4.819020193946788,1.7882084976162023,Iris-versicolor
+90,5.512869885970408,4.2,1.400132550415433,0.20750093470851408,Iris-setosa
+91,5.607586193756225,3.0,4.166708436298091,1.2863345413060803,Iris-versicolor
+92,5.070847134356762,3.7716763190534515,1.6376525649043145,0.20063614257082588,Iris-setosa
+93,5.166882834169432,3.790298996453798,1.5224741918613283,0.36164276522373767,Iris-setosa
+94,4.9988068102333605,3.2046861962005817,1.2,0.1946729446958116,Iris-setosa
+95,6.631462693702696,3.265518378750586,5.687388486707751,2.4999965828320985,Iris-virginica
+96,4.99871050216843,3.389049924719976,1.6360019891811215,0.45177084515059074,Iris-setosa
+97,5.721870220043464,2.4964667578394026,4.998856289022904,2.001285199611047,Iris-virginica
+98,5.366509474545231,3.3923319250864843,1.6308255822474993,0.19566240801638307,Iris-setosa
+99,5.801186622036222,2.8063548564410934,5.115595249846015,2.4043253623198275,Iris-virginica
+100,6.685852483005794,3.0,5.000118085011867,1.681613483158024,Iris-versicolor
+101,5.593814666401352,2.8333543575239157,3.733206308445211,1.2896630444573194,Iris-versicolor
+102,5.087473731591786,2.61350682495175,3.7297537653034016,1.3483590288667897,Iris-versicolor
+103,6.306245228000204,2.8967953637612185,5.620211947486861,1.7958605218153993,Iris-virginica
+104,5.591568708015784,2.5565759539777315,3.953689166364681,1.1489605454587648,Iris-versicolor
+105,5.0867840505540185,3.2998362081030623,1.7493918107074777,0.4953487847294077,Iris-setosa
+106,5.917092775443533,3.0,4.259595531878601,1.4917689407316284,Iris-versicolor
+107,5.602065436181714,2.936565978243478,3.59950383294467,1.307498713087961,Iris-versicolor
+108,6.712312754667518,2.500816691364719,5.846628350578349,1.8036493069436672,Iris-virginica
+109,6.857715854711094,2.7759867280897903,4.813410257264,1.4040329580538815,Iris-versicolor
+110,7.899998986711406,3.7802114290265516,6.415257561577624,1.9715140922279621,Iris-virginica
+111,6.812585786522631,2.7988563806712747,4.835813105188544,1.4033060052383615,Iris-versicolor
+112,5.918213195592815,2.887488442525879,4.561214357451861,1.3495671474482667,Iris-versicolor
+113,7.899999008453474,3.771623822349561,6.394674992659549,2.0157001663136027,Iris-virginica
+114,4.996384547592869,3.214567275828652,1.2,0.20357153134869152,Iris-setosa
+115,7.106413129649137,3.0,5.921235841670437,2.095687084200569,Iris-virginica
+116,5.507825819398001,3.5268585732513005,1.5457818533172714,0.40229067231253895,Iris-setosa
+117,6.702573009121974,2.4962223623889943,5.812631850621481,1.7992112622292558,Iris-virginica
+118,6.369671818307602,2.6999008941100024,5.249692847744613,1.90904836882941,Iris-virginica
+119,7.9,3.828775264029013,6.369455309661928,2.0074634485528886,Iris-virginica

iris/tab_ddpm/8_2/11/test.csv

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

iris/tab_ddpm/8_2/11/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
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+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/8_2/11/val.csv

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

iris/tab_ddpm/8_2/12/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.52047687912858,3.192759850971548,5.089430647135737,2.0023599273020865,Iris-virginica
+1,6.164228430427172,2.976215350088202,4.504497306864111,1.4195754008239974,Iris-versicolor
+2,5.46587801840077,4.2,1.3875294060888383,0.19815300903608218,Iris-setosa
+3,4.801779992183442,3.0,1.4020833937567727,0.2999188636397155,Iris-setosa
+4,5.8050098957279435,2.8214414585570053,5.101090760651314,2.405321820473228,Iris-virginica
+5,5.805655116494979,2.7979865031180746,4.599554844084443,1.3050662052048572,Iris-versicolor
+6,6.790655574555208,3.224535542706798,5.823679521205235,2.3195217845860743,Iris-virginica
+7,6.388864879682459,2.905912190050676,4.304959543613833,1.2849930737278266,Iris-versicolor
+8,6.443283766441302,3.1432484314194538,5.092584951446167,1.9790107407513495,Iris-virginica
+9,4.905577352350756,3.1005237226458497,1.4925147352896375,0.1,Iris-setosa
+10,5.10980691540926,3.3820786942645666,1.4984889181292333,0.20675551266917197,Iris-setosa
+11,5.42726191042111,3.8638444346289025,1.6181495446030545,0.38777429364975613,Iris-setosa
+12,7.31411629971764,2.9134556015077857,6.3185582356738585,1.8060135280931453,Iris-virginica
+13,5.581490391312309,2.470026417848077,3.887025086859585,1.1172290476572886,Iris-versicolor
+14,5.385702152162503,3.0,4.491565687428045,1.4873450618319253,Iris-versicolor
+15,5.615707845389671,2.50931845079117,3.891888951026726,1.0913663033179863,Iris-versicolor
+16,5.904834091764691,3.200413465595773,4.80864511134868,1.7943073401800935,Iris-versicolor
+17,4.802235057632554,3.0,1.4007358638218208,0.305683337034391,Iris-setosa
+18,4.902135215085924,3.0888517165841516,1.5344597306384415,0.1,Iris-setosa
+19,4.990941092407206,3.2141697861365808,1.2000001809771539,0.19573659800870585,Iris-setosa
+20,6.589735683033277,3.0,5.826092360496806,2.2325491915472995,Iris-virginica
+21,6.011540654119988,2.9328155050500473,4.515964402614696,1.4956270913752614,Iris-versicolor
+22,7.9,3.755723974903082,6.399363425894349,1.9932676261719111,Iris-virginica
+23,4.815389020137787,3.0,1.3996829224723588,0.1,Iris-setosa
+24,6.66860664134313,3.2919107139151262,5.663018934690592,2.4999993930976947,Iris-virginica
+25,4.905305266068396,3.093347599972377,1.492493938308328,0.1000001191080789,Iris-setosa
+26,4.593639041259235,3.4034546063922395,1.390565567483419,0.29764348207524016,Iris-setosa
+27,6.104927166286789,2.7990378154542648,4.687468604822217,1.2101109834367418,Iris-versicolor
+28,5.087973748898659,3.452244820501913,1.406173932513862,0.27780990392734617,Iris-setosa
+29,5.682710720672266,2.759660952869651,4.387384272607642,1.317599370965121,Iris-versicolor
+30,5.8024972449652354,2.8074302716198813,5.090933763136479,2.3895495841468994,Iris-virginica
+31,6.35463616455978,2.725217974121075,5.360619631295365,1.8775235296588495,Iris-virginica
+32,5.555762428713273,3.0,4.259844244659062,1.3318411705567235,Iris-versicolor
+33,4.901829312496102,3.028901215582567,1.4095665009754137,0.3208463019979866,Iris-setosa
+34,4.682896955553998,3.2201373886933697,1.3929551455616098,0.20283975140703173,Iris-setosa
+35,5.382211346015609,3.391506309989586,1.6553987135075772,0.19661706839535248,Iris-setosa
+36,6.67508917878199,3.2939823933482475,5.672912134497393,2.085494019424319,Iris-virginica
+37,6.421267266216469,2.891753951291601,4.295289590999477,1.2863963199051995,Iris-versicolor
+38,5.884469710505956,3.0,5.116750619662976,1.8001837709213087,Iris-virginica
+39,5.374913519903038,3.5591743494493104,1.553658887959757,0.1996754826073484,Iris-setosa
+40,5.998806305570106,2.6958531972049484,5.088915467323452,1.608500380999733,Iris-versicolor
+41,5.496671184814208,4.199999185003526,1.405306220140826,0.20343262826646796,Iris-setosa
+42,5.610061041145391,3.0,4.086498181709555,1.31371537239272,Iris-versicolor
+43,5.229177571315186,2.776704233860682,3.9840114179604207,1.4347856707323636,Iris-versicolor
+44,6.407057409060717,2.901112083845445,4.219172826271603,1.335659225211617,Iris-versicolor
+45,5.020841306554922,2.4679113121883844,2.9176870533445416,1.0841531133386793,Iris-versicolor
+46,5.8911257565235715,3.0,4.257799426727479,1.487109387328598,Iris-versicolor
+47,5.539138561076728,2.461352142812533,3.941985926702698,1.08445135262746,Iris-versicolor
+48,5.993514758167233,2.803848110332077,4.697606639894205,1.2227661695480991,Iris-versicolor
+49,5.124971910156545,3.775664953116119,1.505224354805362,0.37644256625700573,Iris-setosa
+50,5.291406472887453,2.5830024483090583,3.388966901170976,1.1665145475376597,Iris-versicolor
+51,5.0992587382234005,3.3050968857273912,1.5201335915879552,0.4614153347437022,Iris-setosa
+52,7.683665552845283,2.5949957757380835,6.9,2.2954814512980857,Iris-virginica
+53,4.999384359868803,3.389912903501327,1.5887728055539634,0.3648942816792117,Iris-setosa
+54,5.856745544293598,3.0,5.104848415763855,1.7890488413925398,Iris-virginica
+55,5.733187168862933,3.8262318088851486,1.7847186366420913,0.299146947986202,Iris-setosa
+56,6.901533753646124,3.0,5.601142786818019,2.0941654204883005,Iris-virginica
+57,6.168145263171702,3.0,4.571481655385016,1.390528075959404,Iris-versicolor
+58,6.295851132375215,3.4054927786204634,5.603361128704513,2.3959829585922994,Iris-virginica
+59,7.699897921777716,2.581277872713077,6.9,2.289946859023134,Iris-virginica
+60,4.907892305545699,3.1034791714479475,1.4985593202848941,0.1,Iris-setosa
+61,5.372913221123372,2.559585722325897,3.858236591598903,1.1592070675284067,Iris-versicolor
+62,7.9,3.8115521147103713,6.37424709544164,1.9891165172897973,Iris-virginica
+63,5.425290509758824,3.0,4.54408289461298,1.5031964704910028,Iris-versicolor
+64,5.088258966143672,3.3952437166826286,1.4992114556278906,0.20241951019249482,Iris-setosa
+65,5.2969026932866665,3.3898337512675063,1.5896551857525243,0.20179196206141264,Iris-setosa
+66,6.285187526970274,2.500135350462184,4.888742206019539,1.4843629189528404,Iris-versicolor
+67,5.170959329111266,3.7514060602549395,1.5604533809037446,0.20151841715875096,Iris-setosa
+68,5.75274361823337,2.758833747052417,4.571947897351003,1.2698374108174022,Iris-versicolor
+69,5.476654785037946,3.0,4.528144277042509,1.540998251059138,Iris-versicolor
+70,6.879728814011037,3.2031998597743536,5.891965799108761,2.3080493148200776,Iris-virginica
+71,5.464388368342825,4.2,1.394221833085144,0.21413487932618475,Iris-setosa
+72,5.687151215689519,3.789973103206062,1.6077378252166556,0.2995791845838394,Iris-setosa
+73,6.213857590754634,2.2000003449987964,4.508521708410481,1.5136055588091153,Iris-versicolor
+74,5.571047546991687,3.617885260123038,1.5914433974449635,0.34035121019244974,Iris-setosa
+75,6.080860119486381,2.9295007381821354,4.658848333689114,1.3158782781288783,Iris-versicolor
+76,6.1687212773478715,2.2000002869311843,4.4705101981635424,1.5039292090977017,Iris-versicolor
+77,6.453940758046374,2.664253208753654,5.3930408869501285,1.8710208846010752,Iris-virginica
+78,6.375997277721731,2.7047395001524137,5.267712977587318,1.8718228937079107,Iris-virginica
+79,5.378907418370399,3.0,4.4752232146097075,1.4967665284468075,Iris-versicolor
+80,6.817659014287998,2.8093995230337634,4.8256929981113625,1.4058824358766144,Iris-versicolor
+81,5.617395142323593,2.4861051861653816,3.815519406517366,1.0842153954502178,Iris-versicolor
+82,4.909384341786852,2.4042833456031216,3.305551590208875,1.0364795105253828,Iris-versicolor
+83,5.134459762227174,2.4845764021750103,3.0292493129210065,1.0942358788631916,Iris-versicolor
+84,4.812513048899299,3.0,1.4040373810639086,0.3294224970654231,Iris-setosa
+85,4.7905491281181325,3.0,1.3946199390644498,0.1,Iris-setosa
+86,6.10494144361539,3.0,4.59097320040907,1.391965720460099,Iris-versicolor
+87,6.308233108931361,2.7074288611345274,4.9057392432676314,1.7995281551864641,Iris-virginica
+88,5.096775672271489,3.4591061058193056,1.3970830104207792,0.2973356058893001,Iris-setosa
+89,6.772799725491405,3.0,5.480103388343817,2.07903186992017,Iris-virginica
+90,6.498683110078746,3.1860536563274615,5.089286027214366,2.0010201994274666,Iris-virginica
+91,5.892707476072755,3.1966508151457766,4.782121149190271,1.7985519044752838,Iris-versicolor
+92,5.541860014598928,2.6662524840354314,4.409175081304609,1.2412216790249015,Iris-versicolor
+93,4.980783322749675,2.44256167262987,3.0636760376542513,1.0724253354397324,Iris-versicolor
+94,7.165912680081537,3.0,5.984609060402731,2.056001429443725,Iris-virginica
+95,6.868742887444765,3.1055272826630063,5.096101276823818,2.289531196793124,Iris-virginica
+96,6.704845441978753,3.0,4.996885666813944,1.7121441041944376,Iris-versicolor
+97,6.3072352945348005,3.3886355518174325,5.621408569397302,2.3991591809475588,Iris-virginica
+98,4.49822743813825,2.302277462019689,1.2988618505735454,0.2991559644180154,Iris-setosa
+99,5.949901946918342,2.2,4.933709373646676,1.4542733772687884,Iris-virginica
+100,6.688802638496964,3.2989991988708702,5.734858989000426,2.110954909744583,Iris-virginica
+101,4.623302693344054,3.2205979789605634,1.4033166548746434,0.21000672122764386,Iris-setosa
+102,5.801347167826761,2.7811478055153307,5.112020441788811,2.398148656064602,Iris-virginica
+103,5.342630018363708,3.850196704651086,1.6393423980301731,0.38966689265023224,Iris-setosa
+104,5.484605433104176,2.552047570565489,4.264383903661765,1.1745156075291128,Iris-versicolor
+105,5.129368067363385,3.5351941191079033,1.4024886857583274,0.2986689376890457,Iris-setosa
+106,6.509208022598285,3.175684477995511,5.09572999174496,1.993967430909049,Iris-virginica
+107,5.577698201164097,3.0,4.27004608103401,1.370480922496063,Iris-versicolor
+108,7.32352787764448,2.90389404759483,6.31682107212574,1.8025494568155025,Iris-virginica
+109,6.30551662703326,2.2992635737392315,4.3813019545249645,1.3081414652610217,Iris-versicolor
+110,6.663127919235768,3.297194654092219,5.6702070569069205,2.5,Iris-virginica
+111,5.29368894347952,3.821656028883469,1.5629677568756626,0.3643311676388769,Iris-setosa
+112,6.482752821998006,3.0,5.802460739551637,2.2172582118787307,Iris-virginica
+113,4.897205060283493,3.0,1.3952010639156023,0.19618252930393007,Iris-setosa
+114,4.829592549635486,3.0,1.404727775261675,0.26464361931483227,Iris-setosa
+115,5.112432753283043,3.7924615309973015,1.4994384043985338,0.19975445998184327,Iris-setosa
+116,7.271330974222348,2.898013693320475,6.291037049912734,1.7971303246698695,Iris-virginica
+117,6.694593009812139,2.504516760390848,5.765894798707594,1.8003344214616368,Iris-virginica
+118,5.382395737205068,3.3882043710555885,1.6670859790082815,0.19503248635296633,Iris-setosa
+119,6.309965704907978,3.3113180945876377,4.69395520263292,1.5967753984727175,Iris-versicolor

iris/tab_ddpm/8_2/12/test.csv

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

iris/tab_ddpm/8_2/12/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
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+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/8_2/12/val.csv

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

iris/tab_ddpm/8_2/13/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.703450463226454,2.4706975988448354,4.967910901646022,1.990079314447165,Iris-virginica
+1,5.607240764964522,3.0,4.059044526991922,1.2744751063108324,Iris-versicolor
+2,4.905807559441634,3.083947424345096,1.4978474730950297,0.1,Iris-setosa
+3,5.896423987764593,3.0,5.09771013748936,1.7989078772391833,Iris-virginica
+4,5.691020545625721,2.4757743855669125,5.013412915114185,2.027069087809308,Iris-virginica
+5,6.703552181108977,2.50332331885971,5.802818974613986,1.7965376894643843,Iris-virginica
+6,5.098734204151828,3.518867654341548,1.397396208894609,0.2996037037540396,Iris-setosa
+7,5.21509804614887,3.607999191694255,1.4300572821243234,0.29919832016574577,Iris-setosa
+8,4.504334305336547,2.2956386312062604,1.2943073155960307,0.2934129895899093,Iris-setosa
+9,6.0107690704830015,2.200000296760001,5.0089970565312925,1.483702278727529,Iris-virginica
+10,6.6624493034788,3.2700434246104715,5.654009179511788,2.0631873540311574,Iris-virginica
+11,4.817670646684953,3.0,1.40428464246005,0.1,Iris-setosa
+12,6.475881936939294,3.0,5.524371251489265,1.7964258530372148,Iris-virginica
+13,5.188596575647713,3.398891228734211,1.5199830161412344,0.19920690456132045,Iris-setosa
+14,6.289163966243827,2.293205045493077,4.376410815676794,1.2825016321390292,Iris-versicolor
+15,6.104905756591378,2.7933890833934116,4.69277102351775,1.1884058047156631,Iris-versicolor
+16,5.974649581577946,2.2000002796693345,4.982155485865883,1.4959655982304105,Iris-virginica
+17,5.970656677423122,3.0,4.782888578927061,1.7950063097230327,Iris-virginica
+18,4.4,2.897524389574704,1.3923048019168422,0.19832697450251574,Iris-setosa
+19,7.692022251860903,2.6086414760567225,6.899998440675602,2.2889696135440283,Iris-virginica
+20,6.884194671188304,3.201896432054215,5.693490532482292,2.294449915484544,Iris-virginica
+21,5.41114283436915,3.569206788605885,1.5355367703994716,0.2032815865339636,Iris-setosa
+22,4.809421475406069,3.0,1.4040726582136431,0.10000009404333557,Iris-setosa
+23,6.685569920142776,3.0,5.008932273363191,1.7019495518323677,Iris-versicolor
+24,6.309174279086952,2.33103121646016,4.43180608012346,1.3114551778538277,Iris-versicolor
+25,5.099347937109897,3.302129399591945,1.6749670735790063,0.49677027650357986,Iris-setosa
+26,6.859822644623139,3.0874794644564987,5.104225733234695,2.296226824234413,Iris-virginica
+27,5.202565147463565,2.689579094401043,3.788531527898867,1.404874070699946,Iris-versicolor
+28,5.780630676785592,2.6803650687695675,5.084821728809657,1.920409699058039,Iris-virginica
+29,7.727368413710973,2.598768641466547,6.9,2.308453031724252,Iris-virginica
+30,6.277960402072984,2.6971269233071684,4.918835909794461,1.8046092185950424,Iris-virginica
+31,5.207262356424342,3.8301855968987977,1.4849600624967545,0.4104899556409759,Iris-setosa
+32,6.003926751342875,2.708571860170224,5.102162385074801,1.614810059470522,Iris-versicolor
+33,7.708549248971684,2.5962975337702336,6.899998773668769,2.294806524992057,Iris-virginica
+34,6.677226289542824,3.3001525295652296,5.692680944299307,2.098730863300653,Iris-virginica
+35,4.769090116746145,3.0,1.393922757134869,0.29987381355171866,Iris-setosa
+36,4.90248379398857,3.113354560482284,1.5438928230543054,0.1,Iris-setosa
+37,5.806702498365478,2.7440249894454203,5.0980238405170475,1.8237814057363344,Iris-virginica
+38,6.3043693883576895,3.2910130045454626,4.702086557487514,1.611526224549673,Iris-versicolor
+39,5.798757886472601,2.7191374032216147,5.09810323296544,1.8943454758131772,Iris-virginica
+40,4.807410479448832,3.0,1.3963251508218815,0.2928962247876363,Iris-setosa
+41,5.332149896074257,3.8718293430188475,1.6061412743218328,0.418164471111383,Iris-setosa
+42,4.901013515730143,3.0,1.4018420119396804,0.2001709277667056,Iris-setosa
+43,6.312352169969385,2.9031835466696876,5.6316420520739765,1.796958816931634,Iris-virginica
+44,4.491285502893728,2.2996394322392972,1.294983027208454,0.29798599745023474,Iris-setosa
+45,4.9038611093616336,3.0783199117598965,1.499429047922787,0.10000010876465833,Iris-setosa
+46,6.2893001158436,2.889840382984515,5.587630849160869,1.7949407491248661,Iris-virginica
+47,5.193822335442853,3.4053085402263368,1.4996284134539188,0.20063319845995464,Iris-setosa
+48,6.527093595564293,3.0,5.475409136366683,1.8083581281455148,Iris-virginica
+49,4.594382774242952,3.4051804722567875,1.4013485352209016,0.29976905191073666,Iris-setosa
+50,5.489922524744116,4.2,1.4008877735701968,0.21023621627083455,Iris-setosa
+51,5.899219492781796,3.0,5.083359245749045,1.7940849126108152,Iris-virginica
+52,6.168048484992898,2.2,4.524583811635044,1.4926965618980055,Iris-versicolor
+53,5.601916504180966,3.6992022022145536,1.7249286277181737,0.3095351054085855,Iris-setosa
+54,6.796082106370734,3.0,5.551126079766308,2.1076268788561627,Iris-virginica
+55,6.308967754042616,3.4069850398968766,5.589799542113899,2.401446062959289,Iris-virginica
+56,5.948582903905228,3.0,4.331334458308402,1.4843990812233918,Iris-versicolor
+57,7.693847417407736,2.5906732662661947,6.9,2.301168954009129,Iris-virginica
+58,6.532153523556444,3.0,5.465356794060067,1.8072949446355326,Iris-virginica
+59,4.825312654441081,3.0,1.4017382511038425,0.2884163005144953,Iris-setosa
+60,5.787175700341442,2.6811389453042054,5.097108908369428,1.9091868977643949,Iris-virginica
+61,6.886626067764549,3.210654343951595,5.752112875417107,2.3009147424352787,Iris-virginica
+62,5.990526117223782,2.200000289389808,4.977786358927712,1.5013451065967123,Iris-virginica
+63,5.097477707073267,3.6854435890216544,1.5169351286978454,0.3624772685627328,Iris-setosa
+64,7.268856009631787,2.89026067507725,6.27624698175288,1.7954787075278462,Iris-virginica
+65,5.242477280072112,3.7248525716740186,1.541232178384495,0.19988632430804654,Iris-setosa
+66,6.822723680283506,3.1907755007674385,5.815779556891972,2.315103476145329,Iris-virginica
+67,4.5909421605309015,3.193625360912158,1.398921348352944,0.19174574174017298,Iris-setosa
+68,5.506941044742403,4.2,1.4039540805979989,0.2135079142035165,Iris-setosa
+69,5.564710511280482,2.670106323698463,4.231483207108812,1.2775826659144667,Iris-versicolor
+70,4.501419669554171,2.3114453011504064,1.3035618572746444,0.34679951884689714,Iris-setosa
+71,5.711381000759985,2.4976333518792284,4.99035996082395,2.0005296540056183,Iris-virginica
+72,5.009271272216662,3.3106194043239174,1.4062127023380164,0.19874402711663916,Iris-setosa
+73,6.111052715109287,3.0,4.590636900454287,1.374439704652795,Iris-versicolor
+74,4.881289333505199,3.066988168413245,1.4841343637630664,0.10000010733476009,Iris-setosa
+75,7.02360595430844,3.0,5.657914682080971,2.1035823576877917,Iris-virginica
+76,4.585914181387339,3.1953766658655844,1.3971083356574412,0.2015953266284209,Iris-setosa
+77,4.602916420043654,3.1988078551316814,1.4031704975341817,0.21454899095937505,Iris-setosa
+78,6.297564789259506,2.5038279107424786,4.9452934176871,1.504207262559433,Iris-versicolor
+79,6.3085845033976184,3.410606376227896,5.606543737116856,2.3985234076137085,Iris-virginica
+80,6.042728329923133,2.200000284592484,4.994683808549863,1.5278122250782211,Iris-virginica
+81,5.023215355003605,3.3152138604749415,1.4176437048449262,0.19907228231681826,Iris-setosa
+82,4.794788107093267,3.0,1.3986245489492177,0.2945584021711978,Iris-setosa
+83,5.178254516151812,2.6511111843696726,3.936410269506398,1.374103858218372,Iris-versicolor
+84,6.685766148639676,3.3025956073876457,5.695166953988303,2.4999995912457793,Iris-virginica
+85,6.9198338844610445,3.086913177787779,5.1071213714282,2.3022580704885542,Iris-virginica
+86,4.9079084051203425,3.010834478227843,1.4029011217640817,0.1957928688904758,Iris-setosa
+87,7.291906836687372,2.90510164144593,6.312676657709685,1.798863804517735,Iris-virginica
+88,6.506269214305561,3.0,5.772547886373297,2.208086137414112,Iris-virginica
+89,5.812909180039054,2.802324253552979,5.102852848515248,2.4080152632890077,Iris-virginica
+90,7.315634857729867,2.9036840003574493,6.332321994464133,1.7962479108584757,Iris-virginica
+91,6.312552525937997,2.699838133196961,4.9740379970778426,1.7975314551858061,Iris-virginica
+92,7.672730271972818,2.6133759230469393,6.899998633069227,2.2993170085079595,Iris-virginica
+93,5.815164950167911,2.8186525381930014,5.09495624531782,2.3963133530386385,Iris-virginica
+94,4.898379097296085,3.120813092663819,1.4931835573055927,0.10000009375019286,Iris-setosa
+95,7.723670294531327,2.6009174384628193,6.9,2.3057539345971403,Iris-virginica
+96,7.717143730718268,2.599495283433285,6.9,2.3152818268347817,Iris-virginica
+97,7.080664459427283,3.0,5.906322103745041,2.1417895193938548,Iris-virginica
+98,4.902930824620578,2.406167915424021,3.222609058268911,1.0153238124458888,Iris-versicolor
+99,7.7380777743798586,2.6159553759873013,6.9,2.300440511800495,Iris-virginica
+100,5.806585827193547,2.8197472316020074,5.110572108200834,2.4028671418890055,Iris-virginica
+101,5.9177166531416034,3.2123445489567395,4.7943033928617025,1.7908314347613619,Iris-versicolor
+102,6.870241487656582,3.198214341599411,5.791192376123281,2.298852197025981,Iris-virginica
+103,5.8912836176590355,3.2072083913681637,4.790576573919106,1.7983065715872915,Iris-versicolor
+104,7.064895076537731,3.0460782875650323,5.777090873771404,2.2010718195188055,Iris-virginica
+105,4.801445216165605,3.0,1.3990509027202989,0.32755583839051416,Iris-setosa
+106,7.093852584822333,3.0,5.825567321205468,2.121632088946265,Iris-virginica
+107,5.217688273729266,2.6628632593853885,3.877192584436209,1.3838134425399586,Iris-versicolor
+108,7.2094802475606,2.9665682682534666,6.137796938357889,1.9632165537913109,Iris-virginica
+109,6.019646028623355,2.9190022286149633,4.440921754440506,1.5348579516117828,Iris-versicolor
+110,6.491473030444391,3.0,5.8718118362622755,2.2301411550173325,Iris-virginica
+111,5.831256589354378,2.805804536777422,5.102326214981612,2.4025745020872136,Iris-virginica
+112,5.617843266683511,3.0,4.017671677628229,1.314361984851043,Iris-versicolor
+113,5.588081466709653,2.8811252988618006,3.6670579691078777,1.257587293792999,Iris-versicolor
+114,5.811996709612605,2.868466307074109,4.568569949092183,1.314861823697354,Iris-versicolor
+115,5.073010945131788,3.541402749056697,1.4911700269849515,0.3790938508397749,Iris-setosa
+116,5.442076860635562,3.4094284017770664,1.8133510620398172,0.20123740509508134,Iris-setosa
+117,7.694931092719071,2.5994574331270677,6.9,2.286156173246429,Iris-virginica
+118,5.0279620997415435,3.5103646611149606,1.5738518660565561,0.42317233465611115,Iris-setosa
+119,6.764514679426873,3.2824934708418247,5.6658213131356145,2.499991689499392,Iris-virginica

iris/tab_ddpm/8_2/13/test.csv

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

iris/tab_ddpm/8_2/13/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
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+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/8_2/13/val.csv

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

iris/tab_ddpm/8_2/14/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.54506828251976,2.441428902405715,3.8065590348911518,1.0941079387102062,Iris-versicolor
+1,6.401448289278272,2.906180758782608,4.3045611309964995,1.3037963688422942,Iris-versicolor
+2,5.965177867202665,2.6965877548877075,5.086901749331937,1.5663569690685626,Iris-versicolor
+3,6.168619266817888,2.2,4.43407394918148,1.5006170912124768,Iris-versicolor
+4,5.452549872741135,2.8822634393212274,3.8053141888079027,1.3989437472504889,Iris-versicolor
+5,5.007603713874953,3.204206509343239,1.2,0.2002637271130968,Iris-setosa
+6,6.50739093050834,3.0,5.49188034562113,1.8036262049576213,Iris-virginica
+7,6.126212105492021,2.6033530181271676,5.600871331995721,1.428875307432157,Iris-virginica
+8,4.6434396198328365,3.1081872907514208,1.4010410378962437,0.19584674938671656,Iris-setosa
+9,5.003748307103154,3.392317551689032,1.551299907585313,0.3978274714490012,Iris-setosa
+10,6.496111780025063,3.0,5.535255424488027,1.8333276502609714,Iris-virginica
+11,6.311399955484525,2.7105768347452637,4.944038519778856,1.7968745736186889,Iris-virginica
+12,5.942869588306398,3.0,4.41342224639423,1.389424520806693,Iris-versicolor
+13,4.917040041535982,3.0,1.404269823084225,0.20302058316130767,Iris-setosa
+14,5.578303194714362,2.5188637672811747,3.958974641271888,1.083344292571782,Iris-versicolor
+15,4.889952356903763,3.0,1.4000120644969016,0.19295448197010379,Iris-setosa
+16,7.323278174562488,2.912146619571393,6.300406232591834,1.795779514839052,Iris-virginica
+17,6.178002161242397,2.200000321233085,4.468810413923781,1.4823457336924823,Iris-versicolor
+18,6.783158907357978,3.1413308903522594,5.085157447204005,2.2481565393029914,Iris-virginica
+19,6.52467757753548,3.0,5.520584856639412,1.8084792088059927,Iris-virginica
+20,6.710605320702658,3.303347034348475,5.69558771469738,2.1003223949957808,Iris-virginica
+21,4.884197633609507,2.3930499362292834,3.251151749050247,1.005051009986813,Iris-versicolor
+22,6.195061536464353,2.200000348875679,4.50292191476718,1.4983061345094069,Iris-versicolor
+23,6.753903281542388,3.0,5.0113874821295665,1.7144842484232639,Iris-versicolor
+24,5.457820836377,3.495781181804467,1.5989039294196796,0.3974777484534956,Iris-setosa
+25,6.294095678433212,2.310401775205205,4.4159500002381025,1.3006232318488355,Iris-versicolor
+26,6.548551617067886,3.1532313030340062,5.223644705030062,1.986819593904991,Iris-virginica
+27,6.00572300381293,2.703971868266298,5.104917729561721,1.6106341584236603,Iris-versicolor
+28,6.691623918680656,3.2944711581249937,5.763535971909426,2.081129533350795,Iris-virginica
+29,6.099513574917741,2.8047573524521083,4.7122834787740695,1.1909660405223357,Iris-versicolor
+30,6.788372113146542,3.0,5.498498964474627,2.1022750797197336,Iris-virginica
+31,6.713722259385788,2.5098489052744006,5.8224061853134454,1.8025711178044876,Iris-virginica
+32,5.7383986435295835,2.574117406933593,5.048181286204172,1.9541151608053737,Iris-virginica
+33,6.46395466334088,3.0,5.4444092197298355,1.8018537917062798,Iris-virginica
+34,4.5954157906335125,3.2121432049741525,1.3963323908940484,0.1983766689681054,Iris-setosa
+35,6.71471505547191,2.476514594951293,5.770211091786881,1.8003175873236394,Iris-virginica
+36,6.297449680192848,3.300238958062248,4.693128781671295,1.592229741133097,Iris-versicolor
+37,6.793662450993873,2.804761100089433,4.806198669192267,1.4184288252953794,Iris-versicolor
+38,6.874477282133149,3.2051610065535803,5.7628020014593275,2.3048327441959673,Iris-virginica
+39,6.79757408684748,3.105684461784646,5.1047687681220335,2.319933835162297,Iris-virginica
+40,5.025672025496046,3.2106077091258265,1.2000002361670907,0.1986116599585618,Iris-setosa
+41,6.503862804270923,3.0,5.553832337691174,1.8021856715293902,Iris-virginica
+42,4.882696219392512,3.0857544470538967,1.7086200598863117,0.1,Iris-setosa
+43,5.955357830076437,2.2,5.000184670702568,1.4852755937974473,Iris-virginica
+44,5.373820150956736,3.8912977802008135,1.6529567950614994,0.39202950354618843,Iris-setosa
+45,5.495274005293461,2.581027026221017,4.387041142547513,1.1745407520240172,Iris-versicolor
+46,6.311875733724892,2.304005369207533,4.416188682874895,1.3111801916600214,Iris-versicolor
+47,6.974072860654166,3.0,5.643186221770247,2.086541800366645,Iris-virginica
+48,6.893505830085376,3.1051477400882264,5.106224424384338,2.292871866675092,Iris-virginica
+49,5.988288706046573,2.20000030500189,4.9842116132853365,1.5210733238799345,Iris-virginica
+50,4.598455030778156,3.3982161745840562,1.398979926087143,0.296699783326115,Iris-setosa
+51,4.594258627277688,3.428037937016753,1.4027935543738619,0.3144486144840565,Iris-setosa
+52,4.501220758029436,2.3060627271266996,1.3077152963739946,0.29420337170952826,Iris-setosa
+53,6.17252913337397,2.822866596876719,4.665461618411046,1.2043435702677032,Iris-versicolor
+54,4.607061563163392,3.437669496691118,1.4018734620330866,0.29145840411738727,Iris-setosa
+55,5.472337866685547,4.2,1.4073206417958692,0.20152241710394211,Iris-setosa
+56,6.0623464956926085,2.79759046756621,4.694365662637949,1.1821687799081213,Iris-versicolor
+57,6.498183798473528,3.0,5.810935318689964,2.2127496705874528,Iris-virginica
+58,4.985112276998821,3.2961778079685624,1.4050444920813157,0.20055472655437315,Iris-setosa
+59,5.596185923666999,3.712185343613708,1.689710814552302,0.30926544253082233,Iris-setosa
+60,6.451295936444517,3.0,5.5027891990254325,1.79555299529727,Iris-virginica
+61,6.0178015550886945,3.0,4.783272229011997,1.8018579760385542,Iris-virginica
+62,6.779303146504174,2.8089494831021105,4.813748274774371,1.3923982390093566,Iris-versicolor
+63,5.381507532708133,3.0,4.437282112656165,1.4964555445230787,Iris-versicolor
+64,5.89978894189615,3.199738770716099,4.781060551310223,1.8046193102522277,Iris-versicolor
+65,5.600012549342477,2.5407952709313673,3.971892026150505,1.1277140224829159,Iris-versicolor
+66,6.280710994988371,2.9079697475057396,5.554327536331312,1.8055551602168802,Iris-virginica
+67,6.697897137498575,3.302633422916443,5.71849603966365,2.094278825716212,Iris-virginica
+68,5.524796199734664,2.4569677230929203,3.8836145995539395,1.107481565824385,Iris-versicolor
+69,6.718980089360138,3.2995480830735424,5.696666448761604,2.5,Iris-virginica
+70,7.6913917383321735,2.595063835998282,6.899998918840012,2.30452394503469,Iris-virginica
+71,5.493896643920082,2.387391302846938,3.786463965867142,1.1024539299684417,Iris-versicolor
+72,6.175464494679833,2.2,4.474021629859359,1.511030746983525,Iris-versicolor
+73,4.885032551953096,3.093064298638779,1.4993585373429474,0.10000009877285723,Iris-setosa
+74,6.95758812060998,3.1857230052028487,5.754482732380744,2.3110825446605436,Iris-virginica
+75,4.943444762715554,2.4243560434475704,3.1316078136590733,1.068037512198696,Iris-versicolor
+76,4.4917206905579485,2.287636476360596,1.3094836530641152,0.29111621146514677,Iris-setosa
+77,4.6057840518302315,3.3947657623673435,1.4016876587335656,0.29966534821413887,Iris-setosa
+78,4.823074296847455,3.00222457923077,1.4413581628261438,0.1,Iris-setosa
+79,6.811322215860666,3.1854921345576854,5.847698114771095,2.2941676968365994,Iris-virginica
+80,5.1124173630703815,3.828936533088578,1.606791467637376,0.20730013627294666,Iris-setosa
+81,4.990743112153761,3.1977590731682914,1.2,0.20276074928135196,Iris-setosa
+82,5.596101074384642,2.7019928174569734,4.147187037843366,1.2952839536473741,Iris-versicolor
+83,5.917734598405035,3.0,5.0993329358799055,1.800476822461829,Iris-virginica
+84,4.905072672801296,3.0926064628190035,1.616214703768313,0.10000010280098375,Iris-setosa
+85,5.906507866449737,3.0,4.230621763963829,1.5105517399444028,Iris-versicolor
+86,7.016879782390358,3.0,5.748867305717563,2.1182692741239717,Iris-virginica
+87,4.853980303527324,3.0,1.4028405842160077,0.1,Iris-setosa
+88,4.4,2.8769174886752524,1.4071825938002591,0.20366093135887414,Iris-setosa
+89,5.944999856076797,3.0,4.2708219181785445,1.5259506732333303,Iris-versicolor
+90,5.721469870420423,2.483009074936049,4.938641072968176,2.000602246644367,Iris-virginica
+91,6.270912199385715,3.398379297257592,5.596329172589834,2.3987215776687614,Iris-virginica
+92,5.56813663454992,2.56508632995259,4.048404732008443,1.1665245822226258,Iris-versicolor
+93,4.590863837248914,3.4006350421923894,1.4014338927145966,0.29086266614476997,Iris-setosa
+94,6.038177124421674,3.0,4.485856880482674,1.488792717464841,Iris-versicolor
+95,5.103251188421452,3.7125705612880338,1.6872523444058058,0.3709671802141165,Iris-setosa
+96,6.316236581935133,2.292604227749863,4.420190867964867,1.2902524500413024,Iris-versicolor
+97,5.905774330123525,3.0,5.10137035233073,1.799891569361532,Iris-virginica
+98,5.9901182178049535,2.7037295515644826,5.106700404251743,1.6029208180197183,Iris-versicolor
+99,7.3187724606231885,2.891757179300128,6.311707559563759,1.7978204392400823,Iris-virginica
+100,4.904341340208487,3.1208321535579993,1.5315647570997024,0.1,Iris-setosa
+101,5.335401678299062,3.868704039756941,1.702762845878206,0.38514642468735166,Iris-setosa
+102,5.3557262270945,3.387969219420225,1.6284134256673792,0.20715589271412085,Iris-setosa
+103,5.426527757574771,3.0,4.483031093008906,1.4725220198135245,Iris-versicolor
+104,6.493373662570152,3.1888629273061544,5.0943006115427,2.006434677046142,Iris-virginica
+105,6.51245564700039,3.0,5.72788707639245,2.1882033291643523,Iris-virginica
+106,4.814380982970636,3.0,1.3836139534971328,0.29406245017837734,Iris-setosa
+107,4.839495284269992,3.001792244181278,1.4313593124272233,0.1,Iris-setosa
+108,5.211385703448515,2.6720049506406545,3.862315071562043,1.3826286349505432,Iris-versicolor
+109,5.893232813480358,3.181696171288497,4.788761199926428,1.7981286383003292,Iris-versicolor
+110,5.696294073861912,2.9064616187453285,4.246302320544197,1.3057146500243932,Iris-versicolor
+111,6.41990209855357,3.0,5.791862004373209,2.0870705482485357,Iris-virginica
+112,6.945775631217413,3.0,5.6198413658026825,2.1039997262966676,Iris-virginica
+113,5.08126292228299,3.5098583512028636,1.4021708895509282,0.29430968141530145,Iris-setosa
+114,5.128018871335392,3.762940879152926,1.498415458601818,0.20563817073238136,Iris-setosa
+115,5.11506611991044,2.639598712984802,3.749272371746044,1.3755504724683048,Iris-versicolor
+116,4.626867317369634,3.3273111271896183,1.4075754873352455,0.2613684191246358,Iris-setosa
+117,4.579678996317259,3.205809914361478,1.3873337531388918,0.2055459858583771,Iris-setosa
+118,6.873601379486859,3.072283847212748,5.105143332129044,2.2892153880125945,Iris-virginica
+119,5.808444032834796,2.8075210959521524,5.088673080825966,2.4086458060962492,Iris-virginica

iris/tab_ddpm/8_2/14/test.csv

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

iris/tab_ddpm/8_2/14/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
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+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/8_2/14/val.csv

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

iris/tab_ddpm/8_2/15/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.652628266109824,2.7491931942072005,4.467097732282155,1.281357695624757,Iris-versicolor
+1,6.303588909654452,2.8954391317840713,4.285122603668975,1.3341431463521602,Iris-versicolor
+2,5.626845360508579,3.0,4.140577187270443,1.3256820178829458,Iris-versicolor
+3,6.210680131728488,2.2000003181782235,4.539267734198557,1.4844370051755438,Iris-versicolor
+4,4.7939533288828455,3.0,1.3875453321225582,0.10000009115336998,Iris-setosa
+5,5.5616801812487004,2.657379650764054,4.270821422191566,1.2765490258025811,Iris-versicolor
+6,5.951536968708161,2.995436854941924,4.444955764591933,1.5144383324705397,Iris-versicolor
+7,6.173526579238335,2.200000283485054,4.462056270598538,1.5011532730168093,Iris-versicolor
+8,6.876581182100583,3.0987882597460885,5.099060989737178,2.286315492215657,Iris-virginica
+9,7.697411594284764,2.5835647153185533,6.9,2.298604471920809,Iris-virginica
+10,5.067805664295344,3.589236474758525,1.5097754438879485,0.4404819195417474,Iris-setosa
+11,5.98702620255491,3.0,4.8075978485371795,1.8009593363463317,Iris-virginica
+12,4.886815742937749,3.0983362564748655,1.4982112238288186,0.1,Iris-setosa
+13,6.8279722723981005,3.197949990194076,5.892487665264329,2.2798119727954393,Iris-virginica
+14,7.899998954009849,3.7719648717390797,6.4498021542128,1.9978309505408203,Iris-virginica
+15,5.034974688891011,3.366841669758033,1.392954413698609,0.23183144750774187,Iris-setosa
+16,6.191864777702872,2.200000293933468,4.47651352465174,1.4755231450961932,Iris-versicolor
+17,6.308248184069852,2.8913624122465635,5.564559778640316,1.8061214511246564,Iris-virginica
+18,6.4159101007100245,2.701192444244102,5.282673776332381,1.8921928868864435,Iris-virginica
+19,4.9060669136104975,3.0983266439132433,1.498123791671362,0.10000009755314311,Iris-setosa
+20,5.658483378771715,3.788139296972915,1.860237964500294,0.3500454985258,Iris-setosa
+21,5.98550041529793,2.7073609225231996,5.089759465727264,1.5903173064096099,Iris-versicolor
+22,5.633147242524522,2.746971832462482,3.8457683616372984,1.3103578963501346,Iris-versicolor
+23,7.9,3.7797427829208243,6.401604302516876,2.0012710232477393,Iris-virginica
+24,6.283378047429692,2.670459858525104,4.9020152327163995,1.7961741815080035,Iris-virginica
+25,5.519064694912671,2.385575840638462,3.740778787558863,1.1095458313930004,Iris-versicolor
+26,4.978248374357036,3.2894671151459436,1.4032139244547783,0.19515449191654605,Iris-setosa
+27,5.958035234512931,3.0,4.510234626010386,1.4863607284692573,Iris-versicolor
+28,6.92817951533932,3.1785645449050146,5.717189349551138,2.2914038265598307,Iris-virginica
+29,5.858541143984318,3.205832949021289,4.751925031101605,1.808660602880441,Iris-versicolor
+30,6.802629338862853,2.8062244302741695,4.797767327255961,1.3955292003692852,Iris-versicolor
+31,4.506958589722057,2.3009933828867073,1.3050990831680176,0.32816010908761556,Iris-setosa
+32,5.354645345453336,3.9124130704705156,1.5844948737824034,0.3809571291324545,Iris-setosa
+33,4.897931959677368,3.109763735727609,1.49316912821592,0.10000013313625085,Iris-setosa
+34,6.704797316701876,2.489003183983852,5.81033809017066,1.8046846249805406,Iris-virginica
+35,4.998470208976262,3.200838095959898,1.2000002465255197,0.19619772670958058,Iris-setosa
+36,5.016843116437115,3.3210001747559024,1.4006252137540338,0.20099718110447456,Iris-setosa
+37,7.238271186612524,2.965094298836216,6.178270796461783,1.8890702506188648,Iris-virginica
+38,5.154132988648812,2.662266884064682,3.858737926631908,1.4066855071215003,Iris-versicolor
+39,6.496135426295274,3.0,5.474867465026598,1.8061226680117517,Iris-virginica
+40,4.8967843137323115,3.0,1.390462674902261,0.20330076073911524,Iris-setosa
+41,4.884411263175737,2.3938316097368335,3.4842979302482373,1.0312491121329483,Iris-versicolor
+42,6.005642367430619,3.0,4.559306131897169,1.5053406895591959,Iris-versicolor
+43,7.713622782693019,2.6088621881791427,6.899998888351886,2.2971624606573737,Iris-virginica
+44,6.53867877855144,2.6188738543867585,5.559618759732205,1.8619779889246435,Iris-virginica
+45,6.816296356490184,3.1901432280621225,5.677954811477777,2.2914002931474102,Iris-virginica
+46,6.3992636645209595,2.907308245044286,4.294450720762814,1.314857885833098,Iris-versicolor
+47,5.807304296482236,2.8004362492603403,5.1068344233582,2.399943904924047,Iris-virginica
+48,6.708786997419515,3.2864880626213613,5.656263202925642,2.112501689224906,Iris-virginica
+49,5.019075492636193,2.459215145792928,3.053127271547284,1.068769521320263,Iris-versicolor
+50,7.6882895174635575,2.615497568680921,6.899998909885436,2.3030351628564216,Iris-virginica
+51,4.926743347555948,2.412032315905912,3.3399339065068276,1.0785254418355479,Iris-versicolor
+52,5.439955131791125,3.411100077132107,1.6902294422994097,0.20268936040098554,Iris-setosa
+53,7.703712952526357,2.603596911204555,6.9,2.3068156400801207,Iris-virginica
+54,5.485311757032832,4.2,1.3782678311603207,0.19854580818246487,Iris-setosa
+55,4.63333553264462,3.402282080766322,1.4026746311843774,0.2989485377361926,Iris-setosa
+56,6.1168337006891145,3.0,4.588729721361123,1.402056327125602,Iris-versicolor
+57,5.403562315056422,3.399594140055803,1.6901146634121396,0.2013881373881969,Iris-setosa
+58,5.617265897390643,2.507052918534106,3.97756343082967,1.1181478687111575,Iris-versicolor
+59,6.891905726627064,3.097106169785088,5.1003459419320105,2.3038174606094857,Iris-virginica
+60,6.287738516091144,2.383294643384065,4.647266002791438,1.3953453685554866,Iris-versicolor
+61,4.900808998431509,3.1012397156001095,1.5629108948218813,0.10000009989451494,Iris-setosa
+62,6.352950098189916,2.7479156593818326,5.318780243544712,1.8794324688254687,Iris-virginica
+63,6.705609925044913,3.288679474412321,5.696804856989453,2.1073030012061214,Iris-virginica
+64,5.712694095439383,2.4868599351522733,5.011300972458316,2.0164170124063974,Iris-virginica
+65,6.170621330469745,2.712735011581329,5.339398468470165,1.7468029814661938,Iris-virginica
+66,6.875753636717732,3.1921533365429737,5.8212385633896515,2.2877514505948766,Iris-virginica
+67,5.890805833408968,3.0,5.06718886897382,1.7992758982029606,Iris-virginica
+68,5.412235125582388,3.3985113964528937,1.724468437713739,0.19726882647138988,Iris-setosa
+69,5.6135030085727955,2.9286716537455213,3.7424861198515633,1.3145025541081528,Iris-versicolor
+70,6.099805220457208,3.0,4.564896734105875,1.4030718339083652,Iris-versicolor
+71,6.022697955437169,2.698160547060421,5.110345120604377,1.6075334930316973,Iris-versicolor
+72,6.315077720385491,3.399477804402664,5.61787505102036,2.4005569665921564,Iris-virginica
+73,6.285386642840856,2.30447025655249,4.404971331370025,1.3015830764012062,Iris-versicolor
+74,6.29908229642808,3.3997078644966834,5.586234916525586,2.401633952419237,Iris-virginica
+75,6.727992470221974,3.308029598863669,5.679894567501,2.4999996418748074,Iris-virginica
+76,4.603994573285853,3.4079228712212464,1.4013672387071447,0.36732850193494304,Iris-setosa
+77,5.613795786289139,3.0,4.164086309910497,1.3199034050782443,Iris-versicolor
+78,7.250599033971437,2.888489216871331,6.272552268291736,1.8058824637778186,Iris-virginica
+79,6.70248547736999,3.0,4.9765744958395235,1.7174565281816443,Iris-versicolor
+80,4.899212290533876,3.1130803030899044,1.528959657706005,0.10000009482301563,Iris-setosa
+81,6.4082895129242905,2.6881643514486324,5.321093967203944,1.9031856063069625,Iris-virginica
+82,6.790638050693523,3.0,5.435201132493029,2.109668524485033,Iris-virginica
+83,6.310678921967305,2.469037282434036,4.83679609654574,1.4881869851486602,Iris-versicolor
+84,5.43459059077619,3.0,4.463487015359206,1.4590737611194575,Iris-versicolor
+85,6.314545748372734,3.393074202172024,5.6181550289439794,2.3892328294567755,Iris-virginica
+86,6.713812544058319,3.2956269113286063,5.681333047062912,2.1000737000875653,Iris-virginica
+87,5.457746869249733,4.199999122148622,1.379581751253549,0.19574568834009243,Iris-setosa
+88,6.027085936364995,2.200000306178239,5.002859895244666,1.5158698076361496,Iris-virginica
+89,6.013646000010361,2.695493687575845,5.110261655552743,1.611228566764432,Iris-versicolor
+90,6.697667768929261,3.0,4.986816568712843,1.698529849469693,Iris-versicolor
+91,6.542624586628518,3.0,5.783793626670019,2.1646621749795094,Iris-virginica
+92,5.431156242621018,3.90912188517879,1.7320806334790981,0.38804416897187677,Iris-setosa
+93,6.418429312075237,3.0,5.502660657074525,1.813697619343239,Iris-virginica
+94,5.002883289810625,3.2216196068812994,1.2000002617953542,0.20037899358090033,Iris-setosa
+95,5.505852010753829,4.199999172606623,1.4015997303111283,0.19752130655234282,Iris-setosa
+96,5.001966406648051,3.280601369315803,1.395646304563593,0.20356505078197232,Iris-setosa
+97,5.560082500336161,2.4876216037813266,3.9008919461501455,1.123292754482193,Iris-versicolor
+98,5.496197254836981,4.199999207128795,1.3933191517237422,0.2032625932916492,Iris-setosa
+99,4.601861213008438,3.154969149497352,1.40680045865556,0.2018169398402549,Iris-setosa
+100,5.826057703690954,2.8082484904962177,5.103147367630074,2.3863282927554406,Iris-virginica
+101,5.644967986761637,2.7246215290158964,4.245221981358082,1.308295725352927,Iris-versicolor
+102,6.329960187017796,2.4841547966058455,4.891487617471094,1.486392763053406,Iris-versicolor
+103,5.98869888690531,2.702871670005936,5.084536761751383,1.5924052456968212,Iris-versicolor
+104,5.497411671961215,4.199999239142645,1.397232108502146,0.19700197527022134,Iris-setosa
+105,6.0329739693484195,2.894840786243715,4.5432163870381865,1.5061731066698836,Iris-versicolor
+106,6.809968521378686,3.192861569136315,5.794807450514517,2.3005131565036425,Iris-virginica
+107,4.987987740370087,3.219839417821708,1.2,0.20003137467585616,Iris-setosa
+108,4.904919670884968,3.111496043965272,1.5471693450368014,0.10000010612897049,Iris-setosa
+109,6.787024233175436,3.1922091814130584,5.93618397392635,2.3007772100651076,Iris-virginica
+110,6.401186562868367,2.8903233295819697,4.260209401648979,1.2906285524452692,Iris-versicolor
+111,5.786995295578046,2.8134972875592896,5.093512532261416,2.4057390938741934,Iris-virginica
+112,7.235871336797174,2.894874617774649,6.279544318881376,1.8155880341426553,Iris-virginica
+113,6.312632348053764,3.3054554897923136,4.726876504292245,1.6057334010409599,Iris-versicolor
+114,5.56247476599705,2.4883954507535777,4.0402908313775345,1.078397519628545,Iris-versicolor
+115,5.464685387688041,2.3736632804644167,3.7385739699506115,1.09279044606346,Iris-versicolor
+116,6.918220813407885,3.0,5.524889045207524,2.132574422668934,Iris-virginica
+117,6.110184455941031,2.6006053520242056,5.630250982628489,1.403164200390438,Iris-virginica
+118,5.114379778961364,3.6905797383351944,1.5096534748771895,0.44716702796528507,Iris-setosa
+119,4.497751835639389,2.3096087491990547,1.3024308115959957,0.30056632505289305,Iris-setosa

iris/tab_ddpm/8_2/15/test.csv

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

iris/tab_ddpm/8_2/15/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
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+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/8_2/15/val.csv

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

iris/tab_ddpm/8_2/16/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,4.897015739989095,3.0,1.3923102745630742,0.1944872578155279,Iris-setosa
+1,5.405980774051347,3.0,4.499882299256887,1.5318370237729992,Iris-versicolor
+2,6.581966516900745,3.0,5.842204023978305,2.2306108282306294,Iris-virginica
+3,5.974040256144097,3.0,4.253580682618277,1.4844137705028069,Iris-versicolor
+4,6.680557783365827,3.271771116487431,5.683818853285652,2.1066246329690506,Iris-virginica
+5,6.07556806029536,2.6043054754338453,5.606001948770052,1.4070565398672248,Iris-virginica
+6,6.6856238179195095,3.0,5.010216437910463,1.7115768200798194,Iris-versicolor
+7,5.443419912056644,2.3786620678436696,3.812239938302802,1.1099607792536013,Iris-versicolor
+8,4.764084125177767,3.442694521737975,1.4270198787141768,0.44721508991419695,Iris-setosa
+9,5.255026181606527,3.6554887218562753,1.4924725678689559,0.20168636418689045,Iris-setosa
+10,4.998060419905944,2.4466179094425846,3.0195133813392783,1.0179100187037657,Iris-versicolor
+11,6.297151948377316,2.69557095288855,4.896111096459056,1.7937927478449305,Iris-virginica
+12,6.021878505802843,2.200000330247489,4.958655780628755,1.4968599562173641,Iris-virginica
+13,5.586822397534912,3.0,3.9156989047303066,1.2952933539170484,Iris-versicolor
+14,4.89989236056222,2.3903031584928747,3.2496365413135226,0.9564139352806862,Iris-versicolor
+15,5.025240125133384,3.3148021700714194,1.4039705343727265,0.20123098265390926,Iris-setosa
+16,5.992581172257979,3.0,4.800598844474737,1.7973740905750213,Iris-virginica
+17,5.766677538937688,2.7873370798469264,5.097956874315493,2.37881599012081,Iris-virginica
+18,5.595339432996577,2.7008951201391844,4.194295373979067,1.2910209023360468,Iris-versicolor
+19,4.4,2.8950379360690444,1.3981592337214577,0.19581279306676025,Iris-setosa
+20,5.5959094426072875,2.4746879970963334,3.805165894741225,1.1075401499775615,Iris-versicolor
+21,4.99609902503043,2.45571941215496,3.2630394827329954,1.0704303638015638,Iris-versicolor
+22,5.179906523421695,3.740968311583116,1.518709261265148,0.4348658918154389,Iris-setosa
+23,6.394484792649373,2.7017104825913414,5.300910597130081,1.8948901191613845,Iris-virginica
+24,5.438733284835712,3.4523170471376234,1.6415450532696825,0.20099242639141565,Iris-setosa
+25,5.778831118936259,2.968582362703002,3.95599139113808,1.4008643407918338,Iris-versicolor
+26,4.4,2.9080208319920966,1.3949510472245168,0.19695538082195074,Iris-setosa
+27,6.819713257209543,2.812112330397469,4.785448134076246,1.3939150938826725,Iris-versicolor
+28,5.170056948131244,3.3770655965250342,1.4858514186727516,0.19495730353656748,Iris-setosa
+29,6.60184472107851,3.2399523943466937,5.480428696821459,2.076865422776634,Iris-virginica
+30,5.9945716598543,3.0,4.865353625620452,1.8048320354123515,Iris-virginica
+31,4.889935260241002,3.10536922412801,1.5368675800687595,0.10000012121020677,Iris-setosa
+32,4.4000004767128456,2.9093809262504826,1.3944373519628677,0.20010374140287523,Iris-setosa
+33,6.800921814143706,3.1957525728461103,5.837378251289705,2.2917682147842786,Iris-virginica
+34,5.915961163107639,3.0,5.124095398616721,1.7982258306823897,Iris-virginica
+35,5.4847422729277735,2.599240288896136,4.376118696523614,1.1955394522638698,Iris-versicolor
+36,6.096720952352732,2.9626947336680387,5.292086904758776,1.7878485209234716,Iris-virginica
+37,4.9855464811106565,3.2067429937452774,1.2000001967491802,0.19812212284743813,Iris-setosa
+38,4.822826993568439,3.017448557736555,1.4374908588371236,0.10000010304793652,Iris-setosa
+39,5.0967842926678095,2.466062024409847,3.319985458716894,1.124960848795016,Iris-versicolor
+40,5.1735254545176055,2.511692703437885,3.1827674926913803,1.1214939577337952,Iris-versicolor
+41,5.621437103255629,2.873933090135225,3.6475053291407797,1.3125729093143659,Iris-versicolor
+42,6.516802534044371,3.0,5.727192371338034,2.1912367123992533,Iris-virginica
+43,6.806076724099795,3.185862375271572,5.872395754986583,2.29661398546217,Iris-virginica
+44,7.9,3.7309515055352627,6.405737450111024,2.019627773342968,Iris-virginica
+45,6.09297862793327,3.0,4.610520252286504,1.4270131608943364,Iris-versicolor
+46,7.8999988449856415,3.807429049221502,6.45389969342674,1.9804761904285277,Iris-virginica
+47,4.97896637157927,3.4059332955954407,1.496307579811765,0.39393663939985935,Iris-setosa
+48,5.5006003433099275,2.4175814756229466,3.868753368392501,1.1058332053748945,Iris-versicolor
+49,5.32343106234508,3.373165696026082,1.4996430275819563,0.43340988321665863,Iris-setosa
+50,6.279447236797739,2.8963879561849324,5.594786018680372,1.796240127850259,Iris-virginica
+51,6.003196613713342,2.2000003196580624,4.987507214944587,1.4729521302583686,Iris-virginica
+52,4.999163907596079,3.2976015674994494,1.3950140928788817,0.19793471144632507,Iris-setosa
+53,6.294160442319429,2.7144405560520113,4.906590950721738,1.7969868129792226,Iris-virginica
+54,5.572473291396829,2.5144895068583946,3.8983542117014514,1.099619321457845,Iris-versicolor
+55,6.714641068011479,3.0,5.010451945483218,1.712226147099873,Iris-versicolor
+56,5.768006979211071,2.802522086772459,4.481530931192566,1.3285304190015967,Iris-versicolor
+57,5.968095211920142,3.2452054946849502,4.823947284267209,1.7686670361861947,Iris-versicolor
+58,6.0121705393449965,2.2,5.000905933306368,1.50517043931837,Iris-virginica
+59,5.9045328344562344,3.0,5.049650324342579,1.7971594736360406,Iris-virginica
+60,6.779931452543025,3.0,5.44405596505837,2.0889256044905578,Iris-virginica
+61,5.464135784987184,2.404279131281755,3.715735202304191,1.0883916599961108,Iris-versicolor
+62,6.011732232626232,3.0,4.8448749774586135,1.7982117727419087,Iris-virginica
+63,5.794107137277432,2.7064848281298364,5.102179017585864,1.8772817660211796,Iris-virginica
+64,6.480491938055118,3.1760368257128397,5.088691775354039,2.020603172396244,Iris-virginica
+65,4.991473150802698,3.205045023184194,1.2000001992364164,0.19315336598142913,Iris-setosa
+66,5.018374528087438,3.314912037907398,1.4042094189765129,0.20106689408230585,Iris-setosa
+67,6.282345559150488,3.301415282165564,4.683372945936162,1.5622643308032693,Iris-versicolor
+68,6.311450214925818,2.711690509035472,4.840922379019149,1.7915793456307345,Iris-virginica
+69,6.7071856572595925,2.5230238190605894,5.862848578804736,1.7992632163111786,Iris-virginica
+70,5.083006368305627,3.393676876504476,1.498509413847461,0.2087752362022433,Iris-setosa
+71,6.246178114796715,3.4157943116569425,5.623100237711087,2.4003834825337087,Iris-virginica
+72,5.14969937573153,3.747926696555351,1.7020979609734248,0.19882122485228787,Iris-setosa
+73,5.459789753413046,2.40972996373318,3.7230777428125226,1.0956277700333368,Iris-versicolor
+74,5.575298205676809,2.4881921204058295,3.9138829796814094,1.1071576623527812,Iris-versicolor
+75,4.909056612997771,3.0936075319526046,1.5450355491759142,0.1000000926819957,Iris-setosa
+76,6.620013081153849,3.0,5.797023891347021,2.1993252573046576,Iris-virginica
+77,5.449438788389449,3.408057864250833,1.7345102345933463,0.21310780621231015,Iris-setosa
+78,5.814479116233165,2.8072182625324746,5.106107391130799,2.3989881885422877,Iris-virginica
+79,5.788380487347165,2.6920395284865983,5.087891931956643,1.8643577643679305,Iris-virginica
+80,4.905629352429418,2.4112058878518754,3.235654732414444,1.0158009663486574,Iris-versicolor
+81,6.753924663922586,2.8271148704062905,4.799530430289687,1.4289033226471244,Iris-versicolor
+82,7.9,3.832238932228682,6.3853322788204085,2.0033431026860162,Iris-virginica
+83,4.9983440340786816,3.2979559572720474,1.4016084912751487,0.20159955957169998,Iris-setosa
+84,5.136481869939935,3.5689365198946286,1.4019008301874836,0.35001573357818355,Iris-setosa
+85,6.07680568857823,2.7978608416435797,4.692383326353636,1.1972666085170132,Iris-versicolor
+86,6.000364401270913,2.9387836629191715,4.513113220535157,1.4639212106698851,Iris-versicolor
+87,5.706927282582204,3.800244351188633,1.7659973518979193,0.3288113643066086,Iris-setosa
+88,5.883921791974639,3.0,5.104960058604844,1.809539831117402,Iris-virginica
+89,5.531488100511903,3.836803618352742,1.662099860618771,0.37259269998724587,Iris-setosa
+90,6.062112571331679,3.0,4.450623990261064,1.416818999294401,Iris-versicolor
+91,4.5912990994867915,3.202365838371683,1.3922212247580277,0.19961810508821465,Iris-setosa
+92,5.4666444014059135,4.2,1.3983582004961068,0.19547062967877793,Iris-setosa
+93,5.582377694756494,3.0,4.178449388448282,1.2917211808588593,Iris-versicolor
+94,6.872839706348031,3.2007145612302943,5.86811856660417,2.3064382178328873,Iris-virginica
+95,5.903910774741958,3.2225407035097997,4.834513306167777,1.8092045220967337,Iris-versicolor
+96,6.693039937525047,2.496109271038258,5.77102044022539,1.79930631830701,Iris-virginica
+97,5.606806724395935,2.695327325816971,4.260743345135463,1.2949502702702795,Iris-versicolor
+98,4.911327098448214,3.0,1.4027599126027968,0.19329442670796892,Iris-setosa
+99,4.905388733514339,3.116094259111504,1.4974794093700776,0.10000009235530774,Iris-setosa
+100,5.772789777927284,2.634648518876922,5.076753526115482,1.9204470401502898,Iris-virginica
+101,4.9114563806656015,3.090800022257771,1.4908937037974834,0.1,Iris-setosa
+102,6.167794218663702,2.2,4.4981627238799655,1.4664639521023766,Iris-versicolor
+103,5.1075202024579776,3.312725021714731,1.7208398608511064,0.45329468737006595,Iris-setosa
+104,4.913934662915317,3.099847653798602,1.4905444042386538,0.1,Iris-setosa
+105,6.692405325206355,3.0,4.979231436278029,1.696174643894352,Iris-versicolor
+106,6.078366271756334,2.8116179162602735,4.701535554739188,1.17805682158814,Iris-versicolor
+107,5.518470757067129,3.0,4.542399369866717,1.5527598439003207,Iris-versicolor
+108,6.827642077226669,2.804385566176432,4.795696510005574,1.4001916552049378,Iris-versicolor
+109,6.096305343551658,2.7945089445188103,4.703759521983833,1.2013717874947192,Iris-versicolor
+110,6.461267014980297,3.0,5.5138513878319015,1.8054824895319872,Iris-virginica
+111,5.471986945268723,2.6145718782418785,4.388006393184027,1.223325998509019,Iris-versicolor
+112,7.68328056142479,2.6006219953274496,6.9,2.302435198463743,Iris-virginica
+113,7.899998575239259,3.8102496202684657,6.45113808363636,2.0145750337354644,Iris-virginica
+114,4.4,2.8948236482412026,1.4010214593741692,0.19782302111861821,Iris-setosa
+115,5.576584277034539,3.653274841857686,1.7516346756448682,0.3849009738782551,Iris-setosa
+116,4.6068997901098,3.2028366567885986,1.4016760500394136,0.20247310517927822,Iris-setosa
+117,6.878095804885704,3.202616389460414,5.841553374784899,2.301212681837693,Iris-virginica
+118,5.192059561002551,2.712379425599133,3.9021628791936407,1.4004560348750106,Iris-versicolor
+119,6.259366559796198,2.98437281668407,4.398939888693733,1.390070654610832,Iris-versicolor

iris/tab_ddpm/8_2/16/test.csv

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

iris/tab_ddpm/8_2/16/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
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+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/8_2/16/val.csv

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

iris/tab_ddpm/8_2/17/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.109931063597978,2.5131951432743183,3.1063620413055775,1.1108240701981558,Iris-versicolor
+1,6.6973159991701685,3.0,5.015719270357345,1.693400811252438,Iris-versicolor
+2,5.613881602525139,3.732256253215203,1.6049869821975928,0.31956126963087345,Iris-setosa
+3,5.21539718807082,3.5332550626948054,1.4963567360451113,0.4215026435321314,Iris-setosa
+4,6.950642993956059,3.1369048213961257,5.789149543391905,2.2652445754194894,Iris-virginica
+5,4.992129196922904,3.206655036735079,1.2000003137811557,0.19980805349649727,Iris-setosa
+6,5.189600171046919,2.506530484581241,3.040966800931658,1.1058123225187675,Iris-versicolor
+7,6.278323243715303,2.9095074568628574,5.607561387071523,1.8059175821496254,Iris-virginica
+8,5.033163994099606,3.4794920711372335,1.5334901214650272,0.38375915864519516,Iris-setosa
+9,6.404007516726629,2.9975776007452444,5.5390264285065,1.7995810900467766,Iris-virginica
+10,6.101580886889295,2.610563016500712,5.611652843288457,1.4135696304397265,Iris-virginica
+11,6.778160383185374,3.0,5.595583809109352,2.0819449701975423,Iris-virginica
+12,6.11661833079245,3.0,4.622480856998132,1.3919956459465261,Iris-versicolor
+13,5.9190421308668,3.0,5.097457379825397,1.7921734042662685,Iris-virginica
+14,6.4892409409316,3.0,5.475016890072477,1.799169522534084,Iris-virginica
+15,4.861532673124199,3.0,1.3951400038002943,0.20547106561427475,Iris-setosa
+16,6.273869323452241,2.700644557137768,4.936833803277831,1.8017679743236217,Iris-virginica
+17,5.777291180063657,2.798349900717887,5.09693784562259,2.412721466341414,Iris-virginica
+18,5.5001793477716,4.2,1.4013349270857247,0.20368483356322267,Iris-setosa
+19,5.224864507494164,2.708788443587369,3.9254476068330977,1.4056855248283404,Iris-versicolor
+20,6.0221048077659916,3.0,4.769910620060271,1.802514331094737,Iris-virginica
+21,5.814424289899807,2.8113813301868205,5.099479696075404,2.4029806719465387,Iris-virginica
+22,5.1636852354641105,3.7592727722338757,1.555523948157805,0.4511952442739021,Iris-setosa
+23,4.996615971809175,3.212429462862587,1.2,0.19946778359405265,Iris-setosa
+24,5.484291136020124,4.199998905236245,1.3952485357385347,0.19918185164746915,Iris-setosa
+25,5.80566428154423,2.81644981392479,5.102384749027997,2.386932320517033,Iris-virginica
+26,4.958859570644564,3.394748615133045,1.4951789874258627,0.4482559574398757,Iris-setosa
+27,5.403591844669656,3.4009684837899186,1.7079770844141084,0.19940932409220935,Iris-setosa
+28,5.583474325775191,3.0,4.027081128793502,1.2754092997139166,Iris-versicolor
+29,6.777377953686707,3.0,5.62299784914448,2.1344143847465373,Iris-virginica
+30,5.700805839451522,3.8101071426653936,1.7302002410373656,0.29892673086888955,Iris-setosa
+31,5.8631331684497505,3.176484846270486,4.815419114782725,1.789006848802306,Iris-versicolor
+32,5.43557969021144,3.408958451131913,1.7750170026863024,0.20389708503880116,Iris-setosa
+33,5.634471802295086,2.964996377042207,3.7373718857829816,1.3221307183065687,Iris-versicolor
+34,5.010253703355453,3.308823074339861,1.401927932206437,0.2008388014049428,Iris-setosa
+35,5.613730810763568,3.0,4.220588560596656,1.3056544370507903,Iris-versicolor
+36,5.67112783588722,3.774775738666684,1.617054311618677,0.2926879519223523,Iris-setosa
+37,6.6989742678054185,3.0,4.992461486259131,1.7091344482289974,Iris-versicolor
+38,5.891714303114978,3.0,4.1100715617926795,1.466218505856587,Iris-versicolor
+39,6.0000543982758625,2.710545784817386,5.102179492739907,1.5892300108658306,Iris-versicolor
+40,6.886304025149497,3.2001626300628403,5.727242832622684,2.2988315071764585,Iris-virginica
+41,5.090623536387701,3.296323684012028,1.7312122063283033,0.44615012562444034,Iris-setosa
+42,7.737734327235755,2.5775612326364934,6.9,2.32032670775233,Iris-virginica
+43,5.230465702389086,3.719927105170611,1.4945787249697502,0.20140389549268392,Iris-setosa
+44,5.242004815353796,3.3604345940753246,1.5267218294024758,0.43024016789651476,Iris-setosa
+45,7.110507443837675,3.0,5.981772796318414,2.0683679571467533,Iris-virginica
+46,4.5859073540610185,3.403008885185934,1.3902727166052342,0.2996135944893663,Iris-setosa
+47,6.29300778575869,2.513394910529427,4.91103750837306,1.5002973781321267,Iris-versicolor
+48,4.892354136523485,3.0975621259530075,1.4994894510756962,0.1,Iris-setosa
+49,4.994227730698145,3.178645800563969,1.2000001829485503,0.20107604355343453,Iris-setosa
+50,6.299315388616187,3.2674377556361116,4.6594658740754475,1.5846867586428275,Iris-versicolor
+51,5.997241288183959,2.2,4.985163510524488,1.501518159147265,Iris-virginica
+52,4.9791611519562995,2.4489510450622216,3.138208663891035,1.0706482810630775,Iris-versicolor
+53,5.6192020108213585,2.499128886497477,3.792924247951842,1.0771786573765354,Iris-versicolor
+54,5.48582234379772,4.2,1.4031883889067174,0.19976498225915149,Iris-setosa
+55,5.964907699794521,2.933280786900523,4.420111663807343,1.485643736947494,Iris-versicolor
+56,5.067219018508457,3.5327044367952185,1.5499162968465112,0.4214981096027399,Iris-setosa
+57,5.1551977039178025,3.738038855757957,1.573134959406846,0.1990889655070467,Iris-setosa
+58,5.5695776096937655,3.0,4.199010825170017,1.2841197595886993,Iris-versicolor
+59,6.090394002577904,2.6591270250815624,5.050300889637368,1.58668701728825,Iris-versicolor
+60,5.99154928763976,3.0,4.2904963524858735,1.50940808659968,Iris-versicolor
+61,6.017769004085485,2.903521646201649,4.613459916741406,1.3347076283477395,Iris-versicolor
+62,5.5394470908122315,2.6869888418708783,4.117441402398054,1.2569892354360357,Iris-versicolor
+63,6.6889308578998365,3.0,5.002394493833414,1.6981874679383289,Iris-versicolor
+64,4.4980239562686455,2.308938184908816,1.2981000589625464,0.37586488636206716,Iris-setosa
+65,5.683327957203532,3.7872540050692374,1.6428386696234318,0.32569916908802476,Iris-setosa
+66,5.570993097523639,2.379417686857347,3.8369496867966655,1.128056386233629,Iris-versicolor
+67,4.995470407877824,3.215306682739355,1.2000002334805593,0.19766290350012988,Iris-setosa
+68,6.8645911934685895,3.208819193516727,5.657829162336087,2.2987706142873625,Iris-virginica
+69,4.601662057333583,3.4024694482986564,1.402725933109661,0.4052664221376664,Iris-setosa
+70,6.484102607137758,3.192787497300473,5.101091373038496,1.9982010558800958,Iris-virginica
+71,5.409477908500207,3.8811164585441094,1.6345471491704473,0.4259546774162005,Iris-setosa
+72,6.677599992218491,3.2849409055307963,5.7705024350363905,2.1000332923954375,Iris-virginica
+73,5.824686215793039,3.1683668586034366,4.752695647962684,1.7769133848517817,Iris-versicolor
+74,6.208732024956213,2.2,4.520687926277785,1.5086834402673541,Iris-versicolor
+75,5.598486362504381,2.5002827137116013,3.8367707373940583,1.0629907309313715,Iris-versicolor
+76,4.85390466830368,3.0,1.3937584040623026,0.2568410116057966,Iris-setosa
+77,4.906796554256588,3.0,1.3997920982480185,0.20026975044904288,Iris-setosa
+78,6.088102823762735,2.6044053292213523,5.603638004314889,1.3880950337995213,Iris-virginica
+79,5.454431947764789,3.0,4.353131528678036,1.43535287261949,Iris-versicolor
+80,6.4436895473790505,3.0,5.483888132189341,1.7985166127737138,Iris-virginica
+81,5.27621995019581,2.8110037821763907,4.184781278857552,1.4397281653673843,Iris-versicolor
+82,5.6732686252298405,2.4870858338428183,4.980715573110252,2.00216998719721,Iris-virginica
+83,5.884597054139404,3.1909326869157586,4.811879251697221,1.7902761180574405,Iris-versicolor
+84,4.894819973963284,3.0,1.3968568856768886,0.19923582345202187,Iris-setosa
+85,6.077119042736204,2.5935592074751925,5.623380334789409,1.4185250896278703,Iris-virginica
+86,5.459902814995493,2.9827557862515763,4.24313431029487,1.4206016003051827,Iris-versicolor
+87,5.974568095839436,2.7182332277553316,5.098087169787916,1.6035076869822211,Iris-versicolor
+88,7.047812322036773,3.0,5.8919365324680975,2.0933885590725505,Iris-virginica
+89,7.1230375174230565,3.0,5.890356707876846,2.092522761187216,Iris-virginica
+90,4.599728201236009,3.2111504137708478,1.4063037071587436,0.20166960640952936,Iris-setosa
+91,5.021416846876705,3.395926863035258,1.6186977824077908,0.391117579261668,Iris-setosa
+92,5.593774277898182,2.820398674276047,3.778493859470522,1.2941384035851324,Iris-versicolor
+93,6.865471347307944,3.0863078296902224,5.092309601695104,2.297115154057944,Iris-virginica
+94,5.333702274211586,3.390531703583241,1.4938346777959786,0.40700911055280775,Iris-setosa
+95,5.187704770841033,3.7870848671683297,1.4966926446785405,0.20265640905529936,Iris-setosa
+96,6.34552569618305,2.916999358191824,5.562998253765951,1.797722176263238,Iris-virginica
+97,6.382373819199286,2.9016881263516163,4.317026913840561,1.2955087700351349,Iris-versicolor
+98,5.076248351914014,2.430291215529106,3.2762824807699436,1.0826473533217045,Iris-versicolor
+99,5.7496469653136195,2.5295068240017695,5.031861680791471,1.9908200866674597,Iris-virginica
+100,5.788230635408035,2.808959037349089,5.109800933880994,2.40491650615067,Iris-virginica
+101,6.1361279588200555,2.6039032670676527,5.622150858097321,1.4068510145387576,Iris-virginica
+102,5.51525843113309,4.199998733327911,1.394530432391971,0.20404169207109504,Iris-setosa
+103,7.3364052814448675,2.8860588610124243,6.338481065406071,1.8041989783951273,Iris-virginica
+104,6.92580103609668,3.100444268311387,5.112897928821066,2.297110320434785,Iris-virginica
+105,6.8824398951588295,3.109259270038622,5.093651855309918,2.302909443146111,Iris-virginica
+106,5.398955652571737,3.0,4.510689819326583,1.5203191202622268,Iris-versicolor
+107,7.899998980302332,3.8073475388874116,6.386505643961449,2.0213354943103647,Iris-virginica
+108,5.485901990582145,2.9229998062201443,4.29839494926866,1.3932402536817552,Iris-versicolor
+109,4.909765202942748,2.388826677030077,3.291768036261181,1.0626476433159748,Iris-versicolor
+110,5.7195072051335805,2.491497657527899,5.004800002479301,1.996452652826787,Iris-virginica
+111,4.585534440401471,3.4044850456150075,1.3968050807290862,0.29835696129577427,Iris-setosa
+112,6.675476878390224,3.300087103584777,5.687172951140766,2.106026701478041,Iris-virginica
+113,5.3886382632010985,3.0,4.510214195345748,1.5107240861101923,Iris-versicolor
+114,6.069997399869497,3.0,4.595094892377455,1.4033355707574224,Iris-versicolor
+115,5.438642453566217,3.4507433166109767,1.7265321457317189,0.4036045024254684,Iris-setosa
+116,5.804886433350756,2.7134117987888096,5.097432387430259,1.8733974936395923,Iris-virginica
+117,6.011940805805552,3.0,4.448063847014176,1.4263685666092452,Iris-versicolor
+118,6.716168806016092,3.304269900889645,5.691507391427059,2.5,Iris-virginica
+119,6.858871584481068,3.2084533575785197,5.746282165623068,2.2753711034181188,Iris-virginica

iris/tab_ddpm/8_2/17/test.csv

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

iris/tab_ddpm/8_2/17/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
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+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/8_2/17/val.csv

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

iris/tab_ddpm/8_2/18/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,7.9,3.76600887356621,6.389248492574104,2.0075826363609455,Iris-virginica
+1,5.128722270249028,3.3954971436297345,1.497669861179122,0.19905654720336557,Iris-setosa
+2,5.213368331387563,2.7050979323586506,3.970570423970738,1.3830394954615377,Iris-versicolor
+3,6.339053094923636,2.9652127835308884,4.425375089665289,1.3141178908661726,Iris-versicolor
+4,5.05763037584213,2.485782097353198,2.977321499683523,1.0878099415252551,Iris-versicolor
+5,4.993645444935441,3.285452826352585,1.386778023698081,0.20120654408445485,Iris-setosa
+6,5.672313275614197,3.806476321642849,1.6357264542549732,0.2952670245050741,Iris-setosa
+7,5.0777523633643815,3.365070999799159,1.4728781941177658,0.19965091334754753,Iris-setosa
+8,5.004538230903602,3.2092996560898275,1.2000002152675435,0.1983799676125684,Iris-setosa
+9,6.520539444951458,3.1842235692574437,5.106761099365285,2.0029137483702795,Iris-virginica
+10,6.107773344490843,2.200000290976985,5.006896002897904,1.506198189015199,Iris-virginica
+11,5.377812706825746,3.3955150939824716,1.6875744561122814,0.2069969780262864,Iris-setosa
+12,7.899998470368937,3.7797307721823534,6.366213833532967,1.9936859278136765,Iris-virginica
+13,5.584718455210211,3.0,4.131225809218423,1.311965340513924,Iris-versicolor
+14,5.513172257864154,2.405551243319779,3.737348376240626,1.0983443305620952,Iris-versicolor
+15,6.506235934656258,3.0,5.804150147438352,2.215470219036638,Iris-virginica
+16,7.3111579543048,2.9103607250123877,6.330436598857314,1.7943661530756891,Iris-virginica
+17,6.284997745871027,2.5097916790956813,4.849760363151272,1.4974565766232977,Iris-versicolor
+18,6.8431705788883495,3.1985290999493223,5.736251401853399,2.287630705772804,Iris-virginica
+19,7.138043787783538,3.0,5.795669493205846,2.155910048416784,Iris-virginica
+20,5.70710015614787,2.4878568392570606,4.993633858133713,2.005639636082443,Iris-virginica
+21,6.701627069722267,3.304135107919677,5.698651357860851,2.0999795697849915,Iris-virginica
+22,6.702837622792682,3.296811229614978,5.652874904532616,2.4999995415315026,Iris-virginica
+23,5.416901849987337,3.8904858168807954,1.68946434726616,0.3858369563157979,Iris-setosa
+24,4.90673790797436,3.0,1.3988947408350172,0.19838364311895096,Iris-setosa
+25,6.412307102629503,2.911749853424435,4.289172992196362,1.3089094587981538,Iris-versicolor
+26,5.291626964372348,3.36599985827791,1.4970498844799487,0.42239501546074004,Iris-setosa
+27,5.251946432044036,3.6178178045782845,1.5203637888764445,0.19834034450363625,Iris-setosa
+28,6.667398206565426,3.298939792539867,5.683020810040805,2.5,Iris-virginica
+29,7.330309685678636,2.9160285183877144,6.32432777048043,1.8040377423834038,Iris-virginica
+30,6.724060936787801,3.309224201227768,5.683004687988315,2.5,Iris-virginica
+31,6.674086162979427,3.3083911856207027,5.746306873582171,2.5,Iris-virginica
+32,5.922612895121073,3.1882619320060774,4.797991724088771,1.7983803173651405,Iris-versicolor
+33,6.298928971301025,2.510650127804782,4.911255814615093,1.5210339723538908,Iris-versicolor
+34,5.850594804891237,3.0,4.162840938288795,1.470118371682076,Iris-versicolor
+35,5.491610694217195,2.5857988213292153,4.418413423865023,1.1809471472537365,Iris-versicolor
+36,6.593351876806503,3.229900722859122,5.165610569620082,2.072856913285815,Iris-virginica
+37,6.305277093347502,3.0,4.649216821082792,1.4274495230065984,Iris-versicolor
+38,4.995827855805447,3.400056247174964,1.6525331597323067,0.4081100661256972,Iris-setosa
+39,5.395906146551415,3.0,4.488482698306628,1.4920829197940018,Iris-versicolor
+40,5.131368737212993,3.4008965669047324,1.6438367173732773,0.2046694303295217,Iris-setosa
+41,6.224829521833863,2.9474879844956305,5.457980565946572,1.8072483515541746,Iris-virginica
+42,6.326400561836884,3.3884183339267167,5.614303314681809,2.392556361019959,Iris-virginica
+43,4.781322511927802,3.2647987478144267,1.4029495871620021,0.19871080061841587,Iris-setosa
+44,6.502792193648195,3.0,5.482540953785977,1.802199461047998,Iris-virginica
+45,5.13563863250419,3.7480472943714935,1.4988777768839943,0.3593339371256277,Iris-setosa
+46,5.613695512856222,2.741639197905844,4.455030146257064,1.258988568598918,Iris-versicolor
+47,4.804435343864236,3.0,1.401105435725192,0.280439278330196,Iris-setosa
+48,4.610791933692549,3.2008219931941224,1.4021692591986568,0.19974192917082695,Iris-setosa
+49,6.294456086648778,3.2980584459525955,4.688628922856725,1.6032334622921434,Iris-versicolor
+50,5.737048147264302,2.5143031448500994,5.014172558169777,1.9892859486935057,Iris-virginica
+51,5.039757561695378,3.324076979995497,1.451837478809363,0.20033511102992366,Iris-setosa
+52,5.266271087027336,3.8233127699278464,1.7055477321813832,0.39620781136991295,Iris-setosa
+53,5.00085706409856,3.202160669712831,1.2,0.20359039182225538,Iris-setosa
+54,6.167448895645804,2.2000003042966845,4.503548954423298,1.5136000797881353,Iris-versicolor
+55,5.560922481126614,2.871910349761497,3.5954307404881236,1.296733333873038,Iris-versicolor
+56,6.804054688915966,2.8047568871493778,4.7831401679980665,1.408954637116386,Iris-versicolor
+57,5.613204618887341,2.8829314402297874,3.597969417876657,1.3160725493322765,Iris-versicolor
+58,4.99951745974401,3.2168454652861334,1.2,0.197228781043023,Iris-setosa
+59,5.190823240161919,3.851954324867144,1.6711691756091458,0.3954083570353575,Iris-setosa
+60,6.783668148653178,2.892095199796337,4.897709104792676,1.4813217394995981,Iris-versicolor
+61,6.053108964163273,2.8588912594359797,4.648901569531473,1.2749771175913724,Iris-versicolor
+62,5.44727557957717,3.4099631792926286,1.707245449827985,0.19927001410257345,Iris-setosa
+63,7.71733101612141,2.6030087107816704,6.9,2.3029570790153446,Iris-virginica
+64,4.900236633266239,3.0,1.4017042128152002,0.20305389283980063,Iris-setosa
+65,4.8062704890091865,3.0,1.4031939325044491,0.10000010534784515,Iris-setosa
+66,4.400000456373304,2.9050599295004895,1.3976680613197523,0.20102011301773476,Iris-setosa
+67,6.399320756562533,2.8913547996794544,4.318679224972269,1.3219978814826678,Iris-versicolor
+68,6.840375566325876,3.1740707188235446,5.849748634412331,2.3031657943253236,Iris-virginica
+69,5.175563632767615,3.8019691109383658,1.5020481544276538,0.4122347523479678,Iris-setosa
+70,6.41079505956186,2.702077811975068,5.279333414339446,1.908487808949934,Iris-virginica
+71,6.69863116806932,3.0,5.000045326252566,1.711828549487629,Iris-versicolor
+72,6.6658532147670515,2.500016199062216,5.8300125496705535,1.7892478852124523,Iris-virginica
+73,6.419455272521051,2.905982329266336,4.321800931623086,1.314008110869527,Iris-versicolor
+74,6.305196249424269,2.920572047331683,5.59039221008319,1.803306431960181,Iris-virginica
+75,6.68882768550038,2.507858753979703,5.828803837583891,1.8003359984088245,Iris-virginica
+76,6.921994110586241,3.196273407354763,5.69266108135107,2.29913401448144,Iris-virginica
+77,7.31734592360792,2.9047419381398947,6.2927596441878,1.8115551820836877,Iris-virginica
+78,5.101760093251354,3.451886844199248,1.3988903492581342,0.2974460461107502,Iris-setosa
+79,5.9816043123639595,3.0,4.822016218250746,1.795061717130719,Iris-virginica
+80,6.300349987716977,2.3023520810406146,4.418366598484236,1.2788737706272437,Iris-versicolor
+81,4.40000061109036,2.8945562077590257,1.3742473242254012,0.19717650355814823,Iris-setosa
+82,5.978764940698841,3.0,4.803683715381365,1.801758823551667,Iris-virginica
+83,5.791524129530656,2.690918124291947,5.126179583612084,1.9090538072074439,Iris-virginica
+84,5.44945208904687,2.5690182298653212,4.37383815071557,1.1896294929086584,Iris-versicolor
+85,5.406747688942529,2.545110680226359,4.307469787947933,1.14695021207317,Iris-versicolor
+86,5.272825775840535,3.7761034264014666,1.496426178590163,0.1957105739829702,Iris-setosa
+87,5.900645586925398,3.0,5.053068158714146,1.806504140059665,Iris-virginica
+88,6.532342021307357,3.1714599021662746,5.129105254115498,1.9973528734990849,Iris-virginica
+89,4.877039632589542,3.0945886810959697,1.498697207401764,0.1,Iris-setosa
+90,5.541124883962657,2.52865047427074,4.050722530887484,1.1432022174868481,Iris-versicolor
+91,5.702160017686584,2.797423851963366,4.465492511674315,1.3371128771803458,Iris-versicolor
+92,5.153913916229967,3.4011892683564495,1.5907499186375123,0.19585496603747765,Iris-setosa
+93,4.400000591473426,2.9022301169203253,1.3870899327679118,0.19275992783329138,Iris-setosa
+94,5.093874034067904,3.493559882473034,1.4074396709184596,0.2988129132734926,Iris-setosa
+95,5.144484813653568,2.5040121266853075,3.0280045867445455,1.0912377818938719,Iris-versicolor
+96,6.045663562590902,2.79452039743983,4.6736612747449335,1.1826810055288854,Iris-versicolor
+97,4.855472498258789,3.0,1.4324462200888493,0.10000009315980504,Iris-setosa
+98,5.613225562526338,2.986264389617286,3.8007669794588765,1.2999471484519034,Iris-versicolor
+99,4.754695400401598,3.0,1.3850471729515639,0.1,Iris-setosa
+100,4.888666290323305,3.1219861574774646,1.492052199431342,0.10000009874486936,Iris-setosa
+101,5.732324829304279,2.5178130802859022,4.993128365414178,1.996977936338455,Iris-virginica
+102,5.765329439070785,2.785082955033825,5.092431860484183,2.392397775238098,Iris-virginica
+103,6.288765252834283,2.8997537160240823,5.590975077894232,1.80649029428554,Iris-virginica
+104,6.260003193143371,2.900468770823053,5.529816556440167,1.8062983968009254,Iris-virginica
+105,5.530395834555346,2.649584798475421,4.395152747478073,1.2226224191294905,Iris-versicolor
+106,5.576731055292528,2.969839223430864,3.7915338843898967,1.3023430129156777,Iris-versicolor
+107,6.292448260430026,2.713788937518803,4.953812856136685,1.8140958873383444,Iris-virginica
+108,5.649741713868738,3.7858416775465917,1.794950425560516,0.3239035341015534,Iris-setosa
+109,6.935532593547453,3.184809787519539,5.796571418205551,2.3134309425687283,Iris-virginica
+110,4.4,2.9132005468244864,1.3897464508782729,0.200417279470057,Iris-setosa
+111,5.7963224395171,2.6796727641884703,5.097569778710015,1.8999392181105725,Iris-virginica
+112,4.893119034554523,3.056094868998219,1.4867534236495508,0.1,Iris-setosa
+113,5.987481609205875,3.0,4.780390442210138,1.803462090297935,Iris-virginica
+114,6.690732456366428,2.475575632221565,5.731215847566587,1.7961999419860417,Iris-virginica
+115,6.303142675360112,2.9050230676213595,5.603457307256811,1.80285072151968,Iris-virginica
+116,5.603210881649939,2.674668569777964,4.449748929569233,1.2551887997444477,Iris-versicolor
+117,4.602119829050501,3.3953268712532956,1.4028579805280337,0.32194998258947,Iris-setosa
+118,6.3152843714502955,2.808898701173047,5.50452000950298,1.8177347417493255,Iris-virginica
+119,5.0957524629561215,3.382408389195038,1.4945912642017,0.19860273642006088,Iris-setosa

iris/tab_ddpm/8_2/18/test.csv

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

iris/tab_ddpm/8_2/18/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
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+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/8_2/18/val.csv

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

iris/tab_ddpm/8_2/19/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.033459200264989,3.0,4.914485569283474,1.799143506784198,Iris-virginica
+1,5.114683244460862,3.536003352015082,1.3933489690215761,0.3428696170620021,Iris-setosa
+2,6.711511626781101,2.4845352827505245,5.809269869715232,1.7956506337033347,Iris-virginica
+3,5.888820497835511,3.0,5.099680980218166,1.797468202181716,Iris-virginica
+4,6.28346634540331,3.404132977087983,5.592950647645653,2.397318017638077,Iris-virginica
+5,6.480312525453408,3.0,5.5096119838486555,1.8044094326623379,Iris-virginica
+6,5.002008274463339,3.297894928012843,1.4101676063695652,0.20360090715821466,Iris-setosa
+7,6.466880865975003,3.0,5.4769311174892055,1.804011055743201,Iris-virginica
+8,7.115907645069048,3.0,6.031841980011731,2.0835551351348074,Iris-virginica
+9,6.4119054270718125,2.695881797016722,5.3490282059522425,1.9036509320911525,Iris-virginica
+10,4.905871991239101,3.098650224981909,1.6432497820701717,0.10000009786899519,Iris-setosa
+11,6.309669223963995,3.2957305491486495,4.67836306728132,1.6076446923571621,Iris-versicolor
+12,4.906985643728165,3.086545368720329,1.491354214829937,0.10000010668209439,Iris-setosa
+13,6.031819144765969,2.687715515165877,5.095819602838447,1.5745814707378287,Iris-versicolor
+14,7.719276971133075,2.594178911413503,6.9,2.3187814270693834,Iris-virginica
+15,5.530492751254147,3.6528123809560045,1.5367142014351882,0.3447067358758815,Iris-setosa
+16,6.094137748922004,3.0,4.600770822286002,1.4073834727135222,Iris-versicolor
+17,5.685323989749105,2.556350360050099,5.033935050946065,1.9749928534334062,Iris-virginica
+18,6.404621880559843,2.893552516865011,4.327570570712849,1.3056427619937732,Iris-versicolor
+19,6.399090686759722,2.7091981533774674,5.296159929167624,1.8934081435340657,Iris-virginica
+20,5.786150028897703,2.7027891607934147,5.105572627854487,1.8993729081440622,Iris-virginica
+21,6.095517038398083,2.5916367547876877,5.620517452613392,1.4043518506660917,Iris-virginica
+22,5.528430507052802,4.1999991199197995,1.4041132793120767,0.20006042027685153,Iris-setosa
+23,4.905363473803098,3.0,1.3974878493889409,0.1968152128299438,Iris-setosa
+24,7.694536900557406,2.602468271955073,6.9,2.285746949626069,Iris-virginica
+25,6.005526792807355,2.200000364399036,4.95200978030741,1.5176278714487,Iris-virginica
+26,5.8035178363277184,2.8088603976601347,5.091206580314397,2.399504258636808,Iris-virginica
+27,5.513353490511218,2.59240484982322,4.401038589874123,1.1870954106759934,Iris-versicolor
+28,5.602030704898315,2.6792913665954052,4.26390388251823,1.2793400819988752,Iris-versicolor
+29,6.691167527487184,3.317259709256315,5.697201705405957,2.5,Iris-virginica
+30,6.660973462638162,3.3000871496722666,5.655333080632099,2.126530325255482,Iris-virginica
+31,7.680157254252454,2.606850704722027,6.899998843039805,2.2874250196044397,Iris-virginica
+32,5.706919766669645,2.5099536140353362,5.000747689888247,2.001263707902334,Iris-virginica
+33,5.167954927879073,3.7217065852877242,1.4992309955639298,0.19778242502976667,Iris-setosa
+34,6.926612293338556,3.115524527230488,5.1413163535913915,2.3010603182429414,Iris-virginica
+35,5.08285142154407,2.498082896380629,2.995389910811899,1.0886814185539544,Iris-versicolor
+36,6.808018103101907,3.0,5.357966690312225,2.1887242364589676,Iris-virginica
+37,5.094098516503819,3.5153281327294845,1.402287443700808,0.29908465084211633,Iris-setosa
+38,6.311231135549984,2.916655947523353,5.606139644926622,1.8045862786142912,Iris-virginica
+39,5.419610338372707,3.8763329449868165,1.6623130987698227,0.3507132200603996,Iris-setosa
+40,5.480988975399662,2.6306945234465022,4.370675128345602,1.2636196600061727,Iris-versicolor
+41,6.293938343984159,3.394268527820044,5.613808753320637,2.398979900145365,Iris-virginica
+42,5.096094871429614,3.484652655091135,1.4004983502192734,0.2987323519962817,Iris-setosa
+43,5.6422941030680445,3.0,4.363548091986855,1.47957527063715,Iris-versicolor
+44,6.736437668328383,3.1514611659406104,5.441164611428182,2.13618969917872,Iris-virginica
+45,5.2564822446293835,3.4083921513035924,1.607665748524949,0.1988640768087136,Iris-setosa
+46,5.115620552341831,3.302374744443263,1.8258402092389292,0.4329628575866778,Iris-setosa
+47,5.4260166198226685,3.4050931373259123,1.7419778752576751,0.19811714329319202,Iris-setosa
+48,4.61363723383602,3.4001815444869714,1.405209033294034,0.31796891068759786,Iris-setosa
+49,5.678325413692982,2.756238199021639,4.370157375102453,1.2894075631431636,Iris-versicolor
+50,6.702874706644228,3.0,5.465155111179098,2.2094920465636108,Iris-virginica
+51,6.809935170448366,3.0,5.509540075986711,2.084430578637132,Iris-virginica
+52,5.3395177307875334,3.376647065272586,1.6034111815141097,0.4427560272517622,Iris-setosa
+53,5.395753934101629,3.0,4.473037579412261,1.4851812737118442,Iris-versicolor
+54,6.8177780957700955,2.790175948616645,4.821232162680999,1.3947434606166151,Iris-versicolor
+55,6.711796035052681,2.5056218161131967,5.806989570991265,1.7999687842691352,Iris-virginica
+56,4.498147961081403,2.3075331624648676,1.2970027293355892,0.30986486304360644,Iris-setosa
+57,5.991065385513648,2.8270134426732345,4.6505255795306795,1.287041879527961,Iris-versicolor
+58,5.521891996790239,2.6147604851296844,4.402407198259166,1.215848029771308,Iris-versicolor
+59,5.001301188252926,3.371316416587291,1.6850693279724867,0.38652596025752645,Iris-setosa
+60,6.399118513743005,2.898485304074295,4.298333379378757,1.3106693492990935,Iris-versicolor
+61,7.9,3.842004547351289,6.427246310782344,2.0237522966598154,Iris-virginica
+62,6.308643782727316,3.3100387484294376,4.717582662976558,1.6071216859781112,Iris-versicolor
+63,5.302696980296249,3.387085656284102,1.4958426957938913,0.37966868822768274,Iris-setosa
+64,7.096657179042625,3.0,5.9128982736906455,2.09755431982973,Iris-virginica
+65,7.9,3.7144885469497178,6.3730779321559154,2.0133745426892853,Iris-virginica
+66,4.963389354001478,2.4216384508773348,3.20576771842594,0.9982554368014003,Iris-versicolor
+67,5.088108378238,3.462518377290914,1.401441993078806,0.29828926842415443,Iris-setosa
+68,5.897105484366317,3.2000579619996086,4.800076168101413,1.8050505235088385,Iris-versicolor
+69,5.9690795281213,2.9196556341503457,4.57547663497967,1.442848691838644,Iris-versicolor
+70,6.924115315772147,3.1058753820338865,5.095230273188497,2.2984827462949755,Iris-virginica
+71,5.721813486425262,2.4716085848586786,5.000020533106957,2.0102243559763773,Iris-virginica
+72,5.489497416173714,4.2,1.3977824189021526,0.19852554794402288,Iris-setosa
+73,7.138952801031857,3.0,5.957724086887749,2.148252332237251,Iris-virginica
+74,6.721515992573545,2.4936597202809345,5.755285174181577,1.8000244463204143,Iris-virginica
+75,4.901657520649421,2.4009080055202845,3.231759252968371,1.0342968563204704,Iris-versicolor
+76,5.884760220125481,3.0,4.2583733681335065,1.4908918922527379,Iris-versicolor
+77,7.302654197875672,2.8881653111677923,6.270020562371143,1.796785222968571,Iris-virginica
+78,5.405340419135178,3.0,4.456478522503705,1.4866882702293698,Iris-versicolor
+79,5.626078853583984,2.789842529526749,4.092934327373871,1.2944963704169845,Iris-versicolor
+80,6.5083732952287425,3.0,5.79622074947574,2.197504571233808,Iris-virginica
+81,6.09663604210255,3.0,4.592129868173121,1.4095298739245437,Iris-versicolor
+82,4.900779293345385,3.1037738323396296,1.6093000253723457,0.10000009759197329,Iris-setosa
+83,5.033775249306681,2.4690097285997066,2.9220430539213753,1.0711663819717903,Iris-versicolor
+84,5.9118904631455464,2.8650810756925877,4.561443095538264,1.391112932194229,Iris-versicolor
+85,5.392549368589468,3.8935231173252776,1.6786903001523867,0.39629974700858284,Iris-setosa
+86,5.296857227826338,3.69998035391227,1.5384119928576931,0.20036819912524406,Iris-setosa
+87,5.813524849700715,2.815620872706867,5.10587819362904,2.405563625794749,Iris-virginica
+88,5.966761706015429,3.0,4.3597763861647625,1.5027849432919334,Iris-versicolor
+89,5.597292468274372,2.488465534097548,3.896136064761932,1.0997437847935827,Iris-versicolor
+90,6.71456471378455,3.3066039659871627,5.719539757065202,2.5,Iris-virginica
+91,5.051298779858036,3.6346762410593514,1.497702587897213,0.4217124512541224,Iris-setosa
+92,5.430815304146759,3.0,4.510403195562024,1.4844567768300183,Iris-versicolor
+93,5.602726592364017,2.679598044849909,4.259554447353002,1.2756827517576683,Iris-versicolor
+94,6.312456601116806,3.405025996177061,5.584572063799735,2.4058377689260504,Iris-virginica
+95,6.296613162515938,3.3017018174028583,4.680114954836533,1.5879839929182367,Iris-versicolor
+96,5.736011394597959,2.6890617965410386,5.101988391136166,1.9039308245623539,Iris-virginica
+97,4.8854402079961385,3.0,1.400491663849625,0.20375228934063896,Iris-setosa
+98,5.528845797552959,2.437806356646986,3.7802961240338138,1.0993334495135296,Iris-versicolor
+99,4.880268754360845,3.091270435440257,1.5572036735992973,0.1,Iris-setosa
+100,5.104422323702934,3.5377174778533633,1.3991813804810742,0.29779571379122216,Iris-setosa
+101,5.645468570019186,2.75468587186398,4.372793103525505,1.3350219776914916,Iris-versicolor
+102,5.161359484385175,3.7922545545654067,1.6680493889103867,0.2009091395686934,Iris-setosa
+103,6.0988514214771365,2.611450111702701,5.607424145075294,1.3869517774104205,Iris-virginica
+104,5.563340701847799,4.2,1.4001764678518436,0.20642806669491195,Iris-setosa
+105,5.890547788900325,3.0,4.050176283771822,1.4958208605896746,Iris-versicolor
+106,5.270941381756576,3.8632304964232733,1.623853123221032,0.3987534247134894,Iris-setosa
+107,7.053615849975521,3.0632852425567823,5.924984763981525,2.1771272593298954,Iris-virginica
+108,6.490484218707155,3.0,5.515528720209017,1.7989805811427049,Iris-virginica
+109,5.547777979003503,2.477317499932697,3.7796566137523766,1.080170123938196,Iris-versicolor
+110,4.91405936383652,3.0997147202234023,1.4951244781393753,0.10000009979331645,Iris-setosa
+111,5.090199249940509,3.3979410621834143,1.4991154185440825,0.20141800063642798,Iris-setosa
+112,7.076332529013838,3.0,5.855392355230287,2.112607268625877,Iris-virginica
+113,6.313721845944735,2.2983902002248673,4.378829255479506,1.3050322305625464,Iris-versicolor
+114,5.146269885217553,3.783077470566296,1.5181295688325736,0.19878684932583496,Iris-setosa
+115,7.9,3.788898007109024,6.38954904359128,2.0025839290142193,Iris-virginica
+116,6.484123762032522,3.0,5.781263900788306,2.199349666532373,Iris-virginica
+117,6.694251438379964,2.488933421335027,5.821661802956568,1.7973941018095956,Iris-virginica
+118,4.606367103168614,3.19693768459476,1.4006807441523772,0.1991133896549745,Iris-setosa
+119,4.794166633838444,3.0,1.398550516094813,0.2982612572756647,Iris-setosa

iris/tab_ddpm/8_2/19/test.csv

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

iris/tab_ddpm/8_2/19/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
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+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/8_2/19/val.csv

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

iris/tab_ddpm/8_2/2/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.996574454418582,2.2000003455704533,4.968951469111616,1.5204135293006573,Iris-virginica
+1,5.001082450364316,3.2169143309771426,1.2000001993711849,0.20345150369712883,Iris-setosa
+2,6.544535388994477,3.0,5.524101494461756,1.8033686369371744,Iris-virginica
+3,6.869512956086737,2.794473553220631,4.797011316537189,1.385118209831027,Iris-versicolor
+4,6.301267978336087,3.39752178788161,5.637988160694455,2.3929665818030923,Iris-virginica
+5,6.131578294168425,3.0,4.604942704521463,1.4041920209811645,Iris-versicolor
+6,4.900125626458307,3.0,1.401001470757205,0.20015795248240514,Iris-setosa
+7,5.093752279950868,3.3775608169417795,1.4910139493271244,0.20069935904921551,Iris-setosa
+8,6.699833488867627,3.291930811611056,5.6769327583832325,2.499999518917231,Iris-virginica
+9,5.793624903377305,2.8683240759505937,4.543074120825645,1.3739442866136933,Iris-versicolor
+10,5.54251953563023,4.199998968881045,1.4045791109801262,0.20521409764425277,Iris-setosa
+11,6.5240026727389155,3.0,5.514032696975634,1.798557772059501,Iris-virginica
+12,5.908537374126692,3.0,4.142715508123668,1.5020475479310997,Iris-versicolor
+13,5.926799844559065,3.0,5.102818001827331,1.802242187643691,Iris-virginica
+14,5.9837892681154905,3.0,4.809293057390841,1.804758418496029,Iris-virginica
+15,5.635401271136587,2.7129861486271256,4.273553531145537,1.3079381715948428,Iris-versicolor
+16,6.683174333597496,3.286304561077938,5.706693231503872,2.4999995104219117,Iris-virginica
+17,5.423514474216052,3.4043684632989684,1.6969970250810535,0.19943591862752516,Iris-setosa
+18,7.719631736870277,2.6039805322388014,6.9,2.3080528473309956,Iris-virginica
+19,5.002616237235986,3.391790457423149,1.6741125747798533,0.42132946935882387,Iris-setosa
+20,7.730841463185865,2.5968188083442842,6.9,2.3083553040520375,Iris-virginica
+21,5.794367138420568,2.714555144485812,5.0964713444837075,1.900435209230922,Iris-virginica
+22,6.018164207062326,2.2,4.989382879474887,1.5293653657825734,Iris-virginica
+23,6.28315160970788,3.381015757414516,5.58265775443329,2.4035360265103694,Iris-virginica
+24,5.502739351019974,2.6205076253493496,4.302436708146874,1.2122696511990774,Iris-versicolor
+25,5.179294230257093,3.8363203741608105,1.6504668709241688,0.3629856817840911,Iris-setosa
+26,7.324413176465631,2.896043597965367,6.281161699023102,1.8097298632595464,Iris-virginica
+27,5.104754422975625,3.398995425879858,1.6172846049784566,0.2002955630687115,Iris-setosa
+28,5.046569026351836,3.518983503055666,1.5427675645970247,0.39635920163485666,Iris-setosa
+29,5.397535103552318,3.0,4.500567192772906,1.4938917193101668,Iris-versicolor
+30,4.400000539385517,2.9149406649628964,1.3922144184342398,0.18714732275822532,Iris-setosa
+31,4.588640532202409,3.3741782335565658,1.3932954250108534,0.29048930635449893,Iris-setosa
+32,5.549363120649653,2.4280106269228603,3.8801492812133596,1.0946743345681738,Iris-versicolor
+33,4.904305096868995,2.4190374954912643,3.2925440055148165,1.0404933342977698,Iris-versicolor
+34,7.707317694353356,2.5883885847399752,6.9,2.2983759129010037,Iris-virginica
+35,5.62863104694961,2.938841703797537,3.66510461754807,1.3164893919474305,Iris-versicolor
+36,4.909269602233979,2.4046130484441877,3.286681344904197,1.0205909901447279,Iris-versicolor
+37,7.899998905217761,3.788690402390166,6.386566692011448,2.016645925537542,Iris-virginica
+38,6.122319210123045,3.0,4.605822670555452,1.386631998778465,Iris-versicolor
+39,5.413456138680249,3.4046050333076994,1.4970742903450631,0.3615686004411384,Iris-setosa
+40,5.603870196181162,2.9064346310512987,3.73130383281801,1.3157835792194545,Iris-versicolor
+41,5.507294714049765,4.2,1.4014639006361924,0.19518920317967187,Iris-setosa
+42,7.086540166578333,3.0,5.901808904490083,2.059309896191208,Iris-virginica
+43,6.089985111752745,3.0,4.6005093799263514,1.39103985689137,Iris-versicolor
+44,5.5982979041818695,2.8727241880387,3.57249179034621,1.3110827522284856,Iris-versicolor
+45,4.985109822366136,2.4408167284682163,3.2805707629978142,1.0908292501327772,Iris-versicolor
+46,6.002790004807611,2.6677667431343006,5.103140227350076,1.5930118566262041,Iris-versicolor
+47,5.9586687279129915,3.224062096986311,4.79487753058116,1.8053906346887743,Iris-versicolor
+48,6.877646051233353,3.112313945815854,5.115999531436534,2.2990937664074447,Iris-virginica
+49,4.783767402720412,3.0,1.4004201339383675,0.29914760333488893,Iris-setosa
+50,5.635182032459872,2.7322469323546192,4.148133576304225,1.315510372486344,Iris-versicolor
+51,5.681976517798721,3.7931450707601737,1.622639017458951,0.29233066983722494,Iris-setosa
+52,5.003741518936655,3.44749321103841,1.5828007081864124,0.4080077136583589,Iris-setosa
+53,5.762434610269072,2.8142836620147924,4.508740936222881,1.3307280083672683,Iris-versicolor
+54,5.122477712518937,3.3103205787686103,1.6284424290148005,0.4267526186868775,Iris-setosa
+55,6.4953409909916475,3.0,5.829603637618606,2.203113950110338,Iris-virginica
+56,5.419191775561746,3.3979389648733744,1.7112576833082898,0.20029606900987768,Iris-setosa
+57,5.494796030295051,2.596593546573525,4.394442734772519,1.2091540791539628,Iris-versicolor
+58,5.195150221844826,2.6979347196435435,3.88410612826689,1.396057955795272,Iris-versicolor
+59,6.855004014405894,3.212003196750364,5.859017780536428,2.3097527608023842,Iris-virginica
+60,6.787904192281045,3.192397344010112,5.8884560896671285,2.2950890590568953,Iris-virginica
+61,5.921812930899609,3.0,4.251081137542389,1.497785658485659,Iris-versicolor
+62,5.9935738380913195,3.179784989172411,4.77465905241382,1.7730445757513214,Iris-versicolor
+63,6.012951383436363,2.7117807918219228,5.098338416307098,1.5995665270501018,Iris-versicolor
+64,5.419566274911403,3.480315943288985,1.6995219028963824,0.20956508126522022,Iris-setosa
+65,4.4,2.9162349785844235,1.4025770779681423,0.20107187487885309,Iris-setosa
+66,5.468734279280639,3.0,4.5549349699256245,1.5701742414223345,Iris-versicolor
+67,5.623034870941846,2.735405672639479,4.356961652498605,1.3216076414897524,Iris-versicolor
+68,5.89762082440555,3.1988235583072813,4.811757355301872,1.7887713941537973,Iris-versicolor
+69,6.866615206624098,3.2038198895905388,5.700808735912613,2.3125729573816702,Iris-virginica
+70,5.117922540558581,3.302086439853096,1.6615918070497293,0.45826071886214603,Iris-setosa
+71,6.291168591091129,3.296466927884096,4.670124610265178,1.6061366609933654,Iris-versicolor
+72,5.80573818495416,2.7849114911717847,5.099533638637189,2.3933347818938495,Iris-virginica
+73,5.530640963589867,2.7661792648725716,3.6309169033280546,1.3283211295014958,Iris-versicolor
+74,6.539010255944908,3.0,5.417768063595513,1.817405510721962,Iris-virginica
+75,5.779801383485317,2.680994164652755,5.101224892267391,1.9052360053876485,Iris-virginica
+76,5.106656417318417,2.510586547936233,3.1905140889914065,1.1096740795175863,Iris-versicolor
+77,6.021592369553272,3.0,4.786692885100919,1.8036339932047323,Iris-virginica
+78,4.501433404489762,2.2998800437829647,1.2942782120698817,0.29384441239675946,Iris-setosa
+79,5.76569242874139,2.6445231540913765,5.073277815510692,1.9226795598404853,Iris-virginica
+80,4.899282464750579,2.4068596706350225,3.2446891096760404,0.9932687249289414,Iris-versicolor
+81,6.6689429111923655,3.0,5.005249072633049,1.6929640027435833,Iris-versicolor
+82,4.799236383422514,3.0,1.4004961799405529,0.32277572454051984,Iris-setosa
+83,5.530218880171175,2.409004707706488,3.7937111592133665,1.1101794172306065,Iris-versicolor
+84,4.604652876127957,3.3983447750600173,1.3935027627338534,0.32065614141601034,Iris-setosa
+85,5.885935652762437,3.0,5.094982676259276,1.8025264232861615,Iris-virginica
+86,5.403137857260332,3.0,4.5013454027284565,1.5123929105632798,Iris-versicolor
+87,5.228095363048391,2.7109243173029576,3.9951490068076367,1.422506899656002,Iris-versicolor
+88,6.842510116980633,2.793443591103573,4.7841023763958725,1.4007549623116407,Iris-versicolor
+89,6.696434546797598,3.29384974511704,5.662020916093307,2.096297241257355,Iris-virginica
+90,5.516721364792849,2.5904211468247227,4.020888787184307,1.1929684759645864,Iris-versicolor
+91,4.906469148430928,2.3987831015673127,3.371033405708102,1.0040666707397756,Iris-versicolor
+92,5.00554950825841,3.3019597190524275,1.3939696744544767,0.20129173350135737,Iris-setosa
+93,5.972863160138898,2.6938114300032665,5.089785562782711,1.5729732386510649,Iris-versicolor
+94,6.833527561402745,2.8131336575227435,4.771857521108539,1.3869988190488722,Iris-versicolor
+95,6.004188962433427,2.6970042112728647,5.086578847405652,1.5900096975638596,Iris-versicolor
+96,5.968852986050807,2.9672742168563233,4.42420630121961,1.5090923919183634,Iris-versicolor
+97,6.08595432773559,2.6024839280387826,5.6292921636341715,1.391532281563502,Iris-virginica
+98,5.007802530751125,3.205995941070191,1.2000001882789835,0.18670846090533383,Iris-setosa
+99,5.183852154425396,2.493785682494695,3.152497630780582,1.1109169256901248,Iris-versicolor
+100,5.688354895625946,2.7933474939269343,4.435265385565505,1.3089597888358413,Iris-versicolor
+101,5.151347822346671,2.522149461681148,3.2483186233808183,1.1290292243298339,Iris-versicolor
+102,5.382429540741936,3.0,4.504923986108225,1.5003841109844722,Iris-versicolor
+103,6.799429670123961,2.847578650824626,4.8417939194164585,1.4308289357771198,Iris-versicolor
+104,6.095008493596317,2.804893656711502,4.6849081507209025,1.212881642090688,Iris-versicolor
+105,5.779279958887221,2.818175477177709,5.100647124770797,2.400731950096679,Iris-virginica
+106,4.400000470850099,2.9173342257723758,1.3976594876020845,0.1946035342193636,Iris-setosa
+107,5.0942716578406895,3.737426803295375,1.4969855913706884,0.39298493508570287,Iris-setosa
+108,5.830296895117188,2.7951622125432163,4.354593866951786,1.411613379049648,Iris-versicolor
+109,5.366964861110367,3.3877631815303015,1.4988977706838509,0.4201947049457819,Iris-setosa
+110,5.697890972220906,3.803743089322644,1.6656865155105258,0.2996490598396503,Iris-setosa
+111,7.719376565741692,2.6026327629789323,6.9,2.305123069249127,Iris-virginica
+112,6.023303185531766,2.9256070749253156,4.497328491104549,1.5002342935733644,Iris-versicolor
+113,4.60586982864007,3.201344195953934,1.402288127206665,0.20406607786708394,Iris-setosa
+114,4.4970121936824325,2.296816466113313,1.3011693243454636,0.34359365609568676,Iris-setosa
+115,4.4,2.8869835399956156,1.395861965103207,0.19918318937062854,Iris-setosa
+116,5.001828088953131,3.2998908668443003,1.4010420760490763,0.20257494497925374,Iris-setosa
+117,6.709446328330242,2.511398826229286,5.756590559728566,1.7949298661757718,Iris-virginica
+118,6.114122738012803,2.648874209530802,5.5789885561302945,1.487372850984229,Iris-virginica
+119,5.313169159806325,3.6329089497744764,1.5098835298202784,0.2010177383411801,Iris-setosa

iris/tab_ddpm/8_2/2/test.csv

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