a

iris/tab_ddpm/7_1/0/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,7.7,2.8546801450565322,6.699998972290431,1.9923878507191466,Iris-virginica
+1,5.791711460077816,2.6959969897715452,5.102691667110311,1.8851918502972396,Iris-virginica
+2,6.315960421233739,2.5036278222112305,4.8725984673978875,1.497006478419023,Iris-versicolor
+3,5.824086587583928,2.7615673832241905,5.0983348410312255,2.281059074575739,Iris-virginica
+4,5.405190002061808,2.999135864850852,4.512061679983133,1.4972457368323917,Iris-versicolor
+5,5.7896032209462325,2.7088319036800237,5.080854018504781,1.8879533773372887,Iris-virginica
+6,5.0564885378263105,3.6032342281062117,1.4481729762502666,0.2,Iris-setosa
+7,5.031966213638932,3.2725718153053522,1.2689359824485307,0.2,Iris-setosa
+8,6.650390249615974,3.0084540977720775,4.411192113215032,1.40055415512141,Iris-versicolor
+9,5.044810860435667,3.485891209433776,1.3641144769055624,0.28715764498287416,Iris-setosa
+10,5.342631566094028,2.998871803551975,4.47698732546522,1.5110607323645773,Iris-versicolor
+11,5.503758490876586,4.206499108454572,1.3973413267805457,0.2,Iris-setosa
+12,4.899161293949805,3.3958731652777776,1.6076040260649456,0.2,Iris-setosa
+13,5.095031152634286,2.493703748650694,3.097414902448658,1.0541885464773098,Iris-versicolor
+14,5.510704495482078,2.3864646832452396,3.4834948956060092,0.9783414259161162,Iris-versicolor
+15,6.44088392505877,3.18532734073949,4.532489604929765,1.4896337838014895,Iris-versicolor
+16,5.547307912333401,2.6535137352378175,4.31116149257369,1.278416457079409,Iris-versicolor
+17,5.707258154394578,4.4,1.5384697867653092,0.3893060399471474,Iris-setosa
+18,4.9263790188816206,2.407794220352539,3.1802873792528255,0.9827202298976687,Iris-versicolor
+19,6.843939042592958,2.9991512020807156,5.532991653216674,2.098410988762271,Iris-virginica
+20,5.01627655604664,3.4963264124528064,1.2999463263506499,0.29623756994750877,Iris-setosa
+21,5.2085709359214345,2.6863071189860888,3.6987085373148245,1.3945749903719462,Iris-versicolor
+22,5.051761469699013,3.5728474124695753,1.4112432404370614,0.32862837239888354,Iris-setosa
+23,5.42231064223851,2.4243574104251837,3.6904521051874104,1.1150722912232092,Iris-versicolor
+24,5.2201385280773325,3.4827949324221783,1.528858022329624,0.2,Iris-setosa
+25,5.894440235969041,3.197596906761252,4.811276055739895,1.787962321039189,Iris-versicolor
+26,5.884356918665307,3.182881051839678,4.722310682381673,1.7357132006883633,Iris-versicolor
+27,6.009402833376664,2.9929367808031726,4.83849098310802,1.7980873902363597,Iris-virginica
+28,6.2665268420821905,3.39426650587014,5.5771290025265285,2.408407093110869,Iris-virginica
+29,5.154825569545796,3.4468319717161253,1.496000629084996,0.2,Iris-setosa
+30,6.391382059088554,2.8047130486301532,5.400585898022536,1.8792012053321219,Iris-virginica
+31,5.546275174565484,2.6221863493328783,4.31275949474162,1.274021346746804,Iris-versicolor
+32,4.956396416961434,3.1175856395322237,1.2318106978750327,0.2,Iris-setosa
+33,5.196754135848369,3.4993512096648662,1.5035382344756545,0.2,Iris-setosa
+34,5.5051204650478525,2.4061593482523445,3.838376323293658,0.9549591898008196,Iris-versicolor
+35,7.699998701316138,2.815870850319515,6.6999982095486965,1.9911581954878188,Iris-virginica
+36,6.742463944155283,2.9953538131797286,5.000565701189335,1.6980793020434473,Iris-versicolor
+37,6.678196665936911,3.048951677971932,4.473206148805127,1.413447482558481,Iris-versicolor
+38,6.399765158667604,3.100393581996234,5.473006426460959,1.8035939379675843,Iris-virginica
+39,5.0991821439379255,3.8330631152893755,1.6547507009698326,0.4431362696100753,Iris-setosa
+40,4.624836263257787,3.429233278323662,1.396158832933737,0.30509931362542053,Iris-setosa
+41,5.357380713443501,3.401431362534431,1.6666839317913342,0.2,Iris-setosa
+42,6.792988783960433,2.9852143878905615,5.49728354001422,2.085493782308997,Iris-virginica
+43,5.50896774238797,4.2150963180452,1.3884383546373669,0.2,Iris-setosa
+44,6.015288518868656,3.366284458443611,4.5018503858722365,1.5845558446366308,Iris-versicolor
+45,6.350517654264323,2.8733497908269454,4.294405328557235,1.2960107600472859,Iris-versicolor
+46,6.293782915424187,2.684853773181371,4.917445066975244,1.7978046725072052,Iris-virginica
+47,4.492346083561002,2.2985533709077486,1.290666991378967,0.2981242452615015,Iris-setosa
+48,6.012499010380876,2.9906802119377427,4.837416590028035,1.8029849484492395,Iris-virginica
+49,6.413145443796842,3.0996495988273995,5.496099327484429,1.7944460076530426,Iris-virginica
+50,7.699998643039096,2.754492432221425,6.7,1.9960413684238731,Iris-virginica
+51,4.631561307020797,3.4065750310827285,1.41618650857902,0.2964767024570711,Iris-setosa
+52,4.400000551608736,3.188319620277933,1.3041777102387115,0.2,Iris-setosa
+53,6.304378044458785,3.3863396899798826,5.594583487061575,2.3938288027812846,Iris-virginica
+54,7.228798316944896,2.928157039532514,6.2308200363041095,1.8230261521479652,Iris-virginica
+55,4.400000457694288,3.2018987227860296,1.3101997126769873,0.2,Iris-setosa
+56,4.836812410016924,2.384770440198835,3.2533162375878493,0.9944675328444137,Iris-versicolor
+57,6.916745682969472,3.208751642948028,5.689909028622445,2.272670431329435,Iris-virginica
+58,5.105042336005714,3.614645563220057,1.4711932800531649,0.39698243601262173,Iris-setosa
+59,5.225384156094815,2.7352906296251307,4.066392623911275,1.414423632469728,Iris-versicolor
+60,5.018783697967034,2.4570625156171495,2.9477265403939374,1.1000561744152249,Iris-versicolor
+61,5.166111073914185,3.4677470355689444,1.4994648193675986,0.2,Iris-setosa
+62,5.103751177690378,3.3134382740791852,1.6903239395044825,0.4288485653751552,Iris-setosa
+63,7.699999081574352,2.813719941839866,6.699998946881232,1.9965020005179843,Iris-virginica
+64,6.395697841519926,2.8614469462143277,4.278580381938243,1.2944886244050808,Iris-versicolor
+65,4.787865212308069,3.3994153736593513,1.5816741665216463,0.2,Iris-setosa
+66,5.494184637677911,2.401822755206035,3.8744016392806673,1.0573950063633326,Iris-versicolor
+67,6.005938394701258,3.0198507648929778,5.2136072477237505,1.803212155258687,Iris-virginica
+68,4.500530480524268,2.3017560430756254,1.293670378297747,0.3037627228521373,Iris-setosa
+69,6.29641841671987,2.478923159632485,5.003939559151546,1.9055211141083106,Iris-virginica
+70,6.409657541745269,3.0972839436645994,5.523718372438979,1.8094308934464036,Iris-virginica
+71,6.690210748698952,3.3069183477915223,5.689648889021523,2.1028792452445755,Iris-virginica
+72,5.876768236236684,3.2070356577936137,4.810188131095688,1.8186812956723457,Iris-versicolor
+73,6.320257232100705,2.7807507711711392,5.08951898064218,1.4823982807652372,Iris-virginica
+74,4.5957024575462775,3.5886433129148876,1.0000005226716597,0.2,Iris-setosa
+75,4.966220207180983,3.4861602337908493,1.2787252279014432,0.30087998666650434,Iris-setosa
+76,5.1630411584591736,3.4841734085604927,1.4050404984115483,0.2,Iris-setosa
+77,4.4915988199776935,2.2965206678973953,1.2892891258854449,0.2932735282378884,Iris-setosa
+78,5.485012559405449,2.3930235974690635,3.781563913988138,0.9483374327804821,Iris-versicolor
+79,5.099151341486283,3.309040875546957,1.7416849220907447,0.5345177671941843,Iris-setosa
+80,4.882994886073092,2.987428638330533,1.4051464403281844,0.2,Iris-setosa
+81,5.9476345966589435,3.3521396683670104,4.60546782532716,1.6925334890581862,Iris-versicolor
+82,4.829451390082786,3.0210656929594055,1.4005613952410165,0.2,Iris-setosa
+83,5.176632729461061,3.4177173507138723,1.4078747358464647,0.2,Iris-setosa
+84,5.910886170774864,3.1911613437528628,4.7659140724140014,1.7747046718723816,Iris-versicolor
+85,5.610945212932445,3.0136977294230296,4.133222250046143,1.3102954059447534,Iris-versicolor
+86,5.087229568423701,2.4834840000375036,3.000094096126321,1.0896546301489967,Iris-versicolor
+87,5.9992813676692975,2.702144251762915,5.120151486821236,1.6166841637653613,Iris-versicolor
+88,6.699792295763515,3.0966281977882075,4.436103540811997,1.403206832542637,Iris-versicolor
+89,5.391181940904618,3.433674582722823,1.6982989615514594,0.2,Iris-setosa
+90,6.013575794238147,3.374608988278864,4.486723486815403,1.5729057093288348,Iris-versicolor
+91,5.897032876899643,2.994569609217613,5.098002891162307,1.8027707180055021,Iris-virginica
+92,7.0254274244614,3.01115951150049,5.839883664630417,2.0985991054432698,Iris-virginica
+93,5.3433850770030515,3.404616247099098,1.6829000826247775,0.2,Iris-setosa
+94,6.4348183749644985,2.987638831088123,5.541743211358341,1.7787541648147849,Iris-virginica
+95,4.400000632235703,2.916143293181266,1.3936592806824608,0.2,Iris-setosa
+96,4.499491609588129,2.301573147081781,1.3085839830421186,0.30424241858676554,Iris-setosa
+97,4.983192519312247,3.588032659616996,1.3943347548269478,0.2,Iris-setosa
+98,6.4074858047838505,2.9014624844067507,4.290654103315277,1.314352307656305,Iris-versicolor
+99,5.9974684021934435,2.6997948363183495,5.091742308785296,1.5771023767197718,Iris-versicolor
+100,5.090198320791076,3.7420993701774696,1.5105190815260083,0.4578939871168916,Iris-setosa
+101,5.7989664273073345,2.6922404753619884,5.100540258596864,1.8929686792212725,Iris-virginica
+102,5.534347478353591,2.995787623575365,4.48113807208638,1.500711581935494,Iris-versicolor
+103,4.922080237876099,2.4246150214212814,3.2113716742262763,1.0709357266394561,Iris-versicolor
+104,6.589138240631345,3.1260796545829015,4.441362585123791,1.4477785703128763,Iris-versicolor
+105,6.0099106329443535,2.2,4.999998794730572,1.500687099512846,Iris-virginica
+106,5.9125553387169,3.2143284286760703,4.7873684655730395,1.7806787607355417,Iris-versicolor
+107,7.07507950566554,3.0023445593134936,5.837439140262434,2.0969353811905926,Iris-virginica
+108,6.376770755672351,3.050622769244412,5.501172476061439,1.788903970367205,Iris-virginica
+109,4.40000068974135,3.18256639158325,1.3277962578335978,0.2,Iris-setosa
+110,7.6999989314754735,2.7869003853258016,6.699998921960403,1.9921708759918295,Iris-virginica
+111,6.096628521624123,3.007085028413442,4.6281601398274494,1.3941467287265217,Iris-versicolor
+112,6.3323810696022615,3.2105387725055303,4.529281466649631,1.509019420140314,Iris-versicolor
+113,5.1071755042291365,3.8147790288230174,1.6046780162839702,0.2,Iris-setosa
+114,6.419732925585057,3.1859505581075758,4.499443248354364,1.4914115314400662,Iris-versicolor
+115,5.226287792894856,3.414684783560842,1.5794044341491353,0.2,Iris-setosa
+116,5.21349093651655,2.73083716527776,4.035783420743155,1.4120853486602356,Iris-versicolor
+117,6.30221906145894,2.5175706512677047,4.905363716756495,1.521956597520321,Iris-versicolor
+118,6.36860877958796,2.662908765002965,5.266582195557543,1.8919421914817285,Iris-virginica
+119,4.984567295714806,3.510835909411131,1.2583758427723948,0.3077027384101508,Iris-setosa

iris/tab_ddpm/7_1/0/test.csv

@@ -0,0 +1,31 @@
+,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

iris/tab_ddpm/7_1/0/train.csv

@@ -0,0 +1,121 @@
+,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
+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/7_1/0/val.csv

@@ -0,0 +1,31 @@
+,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

iris/tab_ddpm/7_1/1/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,4.982910322831795,3.1672690422402225,1.2297441922423475,0.2,Iris-setosa
+1,4.610410600263813,3.3983374428934985,1.4002025565628897,0.29636275876162993,Iris-setosa
+2,5.377253713801969,3.917157223921,1.317214025709008,0.43017153123373547,Iris-setosa
+3,5.688247716374003,4.399998981712265,1.4965376646271848,0.3900882308547554,Iris-setosa
+4,5.597051291530713,2.6969172039209024,4.209843863300085,1.300826460336443,Iris-versicolor
+5,5.044277846008517,3.303484137755127,1.3133563934954402,0.2,Iris-setosa
+6,5.53556218512133,2.592374801677328,4.364886167751671,1.265902671908225,Iris-versicolor
+7,5.798639518804198,2.7023748809086245,5.10256793553557,1.8967551816320942,Iris-virginica
+8,6.013392201387136,3.4060181426835903,4.480449687239904,1.5977480758233493,Iris-versicolor
+9,4.845899357474027,2.4031474673378663,3.2633796769106773,0.9378640076025354,Iris-versicolor
+10,6.6204444252614945,3.0518106986069253,4.396512851482594,1.3967594646457635,Iris-versicolor
+11,4.869551586569261,3.115807983372048,1.493955838236477,0.1,Iris-setosa
+12,6.476257546558455,2.9620462002032713,5.521252565654206,1.8059552702015007,Iris-virginica
+13,6.6908448707171315,2.9998668323311115,5.009505628670771,1.7177415288275542,Iris-versicolor
+14,4.896345059314138,3.0165338339922205,1.3824064522898416,0.2,Iris-setosa
+15,4.400000520110746,2.8957877060169377,1.3928713906223233,0.2,Iris-setosa
+16,5.079385395374716,2.492891499675265,2.9022353642121463,1.122572042592186,Iris-versicolor
+17,5.4511098035873164,3.403895359434155,2.0242263209486047,0.2,Iris-setosa
+18,6.024492702008136,2.7088090379220784,5.099762847543613,1.6014739333874315,Iris-versicolor
+19,5.9966459143426,3.0047476364684695,4.870784071483805,1.8057531942815561,Iris-virginica
+20,6.713102932047012,3.3048156624158422,5.704391297922192,2.1001296157985387,Iris-virginica
+21,6.741812337671318,3.2736266802110494,5.655061150763412,2.5,Iris-virginica
+22,6.293526524583052,3.3865721486561347,5.599005671910947,2.402471455774504,Iris-virginica
+23,6.517850508112838,2.988377951905962,5.508703798622433,1.7976174482337162,Iris-virginica
+24,7.7,2.7911431543513308,6.7,1.9948939235940986,Iris-virginica
+25,5.00282683110955,3.3066801132344157,1.4076268745560792,0.2,Iris-setosa
+26,5.17363264406376,3.4246824766625723,1.4014333179406457,0.2,Iris-setosa
+27,7.233410978834525,2.9775070334545326,6.0463220889142875,2.033423045553169,Iris-virginica
+28,6.683979520937852,3.3133697851859916,5.735726842841626,2.0955843654182353,Iris-virginica
+29,5.887732777208593,3.20245399657942,4.823612616393146,1.8249874309347816,Iris-versicolor
+30,6.1064919632848955,2.9975539105784277,4.579402024144127,1.386416980760548,Iris-versicolor
+31,5.559585817940474,2.6704203327563234,4.184045767255842,1.2837468868093722,Iris-versicolor
+32,6.337379499821557,2.7239178379307227,4.906166681580523,1.8003733784795222,Iris-virginica
+33,7.295975857157495,2.9068341754600926,6.314021341501848,1.7803478752881534,Iris-virginica
+34,6.728972483092591,3.313016536251367,5.744940375528566,2.1090807697851433,Iris-virginica
+35,5.3987547369689395,3.884050419657419,1.3128241784639543,0.3908528360285801,Iris-setosa
+36,5.99480471009326,2.974046506603988,4.7552503571949565,1.7914826294166153,Iris-virginica
+37,5.400923887884639,3.91494597363683,1.2767283248181234,0.5085791395119841,Iris-setosa
+38,6.225680221975045,3.271342280126761,4.517896066512531,1.525252948972374,Iris-versicolor
+39,4.583738928159356,3.6049230848281963,1.0,0.2,Iris-setosa
+40,5.025201160666934,3.4996757721034104,1.3018370772294543,0.28292419248626904,Iris-setosa
+41,4.857614409928399,3.0801148812105605,1.49631731991513,0.10000015854780343,Iris-setosa
+42,5.104619297782963,3.304711487511814,1.7139391488584952,0.4632038207848546,Iris-setosa
+43,6.552005994863439,2.9673416057255024,4.381653732105527,1.3875918105024296,Iris-versicolor
+44,5.792627968792665,2.8912862225344114,4.211357672756425,1.3095485860056713,Iris-versicolor
+45,5.396224112191501,3.8930667739271745,1.8577169198913013,0.41704550872413526,Iris-setosa
+46,6.335243214005075,3.393572929598149,5.63311618280419,2.401784556818858,Iris-virginica
+47,4.913417889271904,3.0035313232384966,1.4023621125112828,0.2,Iris-setosa
+48,5.473968670752033,4.208799209541743,1.4003971930839445,0.2,Iris-setosa
+49,5.1767651750988115,3.4712843364722232,1.4941987692080465,0.2,Iris-setosa
+50,5.8877920703609306,3.1904387417523057,4.814375768436664,1.8052704650859854,Iris-versicolor
+51,4.90172668801372,3.016754072459095,1.3948925798875118,0.2,Iris-setosa
+52,5.526540861868824,2.6182925401662818,4.28003579307019,1.2653044558262425,Iris-versicolor
+53,6.30628977872398,2.7990313465411027,5.091582477029682,1.515344214718263,Iris-virginica
+54,5.775759637668659,2.676758413821431,5.084742766939469,1.9205435090851217,Iris-virginica
+55,5.083893955896409,3.5056684893199366,1.3922228901919629,0.2988976216853281,Iris-setosa
+56,6.383246334676906,3.0991019528329717,5.487403292093168,1.8063154454947676,Iris-virginica
+57,5.601804468251852,3.0030898967971096,4.119652229700612,1.3023672249742835,Iris-versicolor
+58,6.333916919409572,2.9237447155450598,5.563226297365858,1.8075088529069443,Iris-virginica
+59,5.199756309345073,3.402900666218455,1.4001818144985665,0.2,Iris-setosa
+60,6.069154930171468,3.0035808728405837,4.548904560049813,1.3992514871678274,Iris-versicolor
+61,5.9962481586707295,2.9858592158223773,4.790836613981752,1.8022794707443193,Iris-virginica
+62,5.109618813806222,3.7880474791505248,1.655253496396167,0.2126092798069279,Iris-setosa
+63,4.627931496050784,3.396713725073526,1.434555126856711,0.3022666989130206,Iris-setosa
+64,4.4,2.8990371091085305,1.4029845701307542,0.2,Iris-setosa
+65,5.459275510578815,2.9962146654219683,4.546331583225557,1.500963235364614,Iris-versicolor
+66,5.096509083952949,2.486050314767668,3.0868321437063146,1.092660694909849,Iris-versicolor
+67,4.837246187223528,2.3850418711953663,3.2273362747882617,0.9724969732141174,Iris-versicolor
+68,5.118534796558112,2.4994342452132026,2.9541254813661895,1.0426045376796873,Iris-versicolor
+69,4.987092116406653,3.1893944238813794,1.2142819178638407,0.2,Iris-setosa
+70,5.197782350891142,3.4002180995129194,1.4086341509167142,0.2,Iris-setosa
+71,5.483601549071269,2.4097223971734767,3.9248252173107163,1.1477618508735739,Iris-versicolor
+72,5.108553392936324,3.2986704623455805,1.6944814310692184,0.48156912749177355,Iris-setosa
+73,5.454934862490191,2.998564974881492,4.519267805230225,1.5007941648150287,Iris-versicolor
+74,5.4954540295567,2.3957184420700326,3.6578772362577143,0.9933683817338518,Iris-versicolor
+75,5.499205882382308,3.0053614367667327,4.52491220995628,1.500136562171094,Iris-versicolor
+76,4.913753000659235,2.412397026552322,3.1738823106770004,1.019551552163694,Iris-versicolor
+77,4.4,2.942880723382421,1.38598137803359,0.2,Iris-setosa
+78,4.8795836712911935,2.403025678108775,3.2200587438632327,1.011658506507958,Iris-versicolor
+79,6.310350012490995,2.704212724410707,4.918076009726841,1.8155348628753651,Iris-virginica
+80,5.062007973313362,3.507676825464611,1.3915772966245221,0.3136326749362429,Iris-setosa
+81,5.119478617886319,3.3567235492696263,1.3841806590957626,0.2,Iris-setosa
+82,6.0869484770125615,2.6021681799136345,5.584561694498367,1.398464914919259,Iris-virginica
+83,5.99103504142585,3.3855960525289586,4.481836429392849,1.5546975808745902,Iris-versicolor
+84,6.594314577146157,2.884091252884366,5.411081292209031,1.9985635545603349,Iris-virginica
+85,7.699998186091831,2.83000655151543,6.699997745266809,1.9844906407439764,Iris-virginica
+86,6.314285062122834,3.40787556463897,5.5915533221750495,2.395420595693849,Iris-virginica
+87,7.281782127409282,2.899979573727376,6.3102961493508785,1.7994719933002494,Iris-virginica
+88,5.818689961221452,2.754935059019906,5.1117799922497635,1.8849030094923445,Iris-virginica
+89,4.4,2.9143378045359576,1.378810996725283,0.2,Iris-setosa
+90,6.093344570366616,2.5960088017011373,5.622192229298988,1.3983018257973896,Iris-virginica
+91,6.254520560403901,3.266206687320499,4.510107889396096,1.5220456454415765,Iris-versicolor
+92,6.283104544289016,2.5240526592979573,4.912913552895317,1.5160174665649693,Iris-versicolor
+93,6.608203959880918,2.992476609171508,4.375299098213219,1.3987606442940748,Iris-versicolor
+94,6.288857892235983,2.50296777011921,4.9978602871045394,1.8970373302687908,Iris-virginica
+95,5.423978414030642,2.987165745199837,4.484239921636706,1.4942579870008568,Iris-versicolor
+96,5.068412991691758,3.4984912043932224,1.3456403868646658,0.2865141618322419,Iris-setosa
+97,5.81376673493205,2.707956469957351,5.105161107297604,1.9117853568538687,Iris-virginica
+98,6.279542079764956,2.7332215145830423,4.952852725691289,1.7404568436586951,Iris-virginica
+99,6.390633202525919,2.7468498485785373,5.374774472524729,1.8733997917479146,Iris-virginica
+100,7.7,2.8097226670789546,6.7,1.9963028935797364,Iris-virginica
+101,5.995318071179785,3.393215295033047,4.536892452029426,1.5862680939213387,Iris-versicolor
+102,5.557373439889064,3.0018786685868486,4.507918464027931,1.4952904577459005,Iris-versicolor
+103,6.263968554225544,2.7585289437190594,4.879362809039044,1.7839805837992482,Iris-virginica
+104,6.613443725864186,3.0036760069810176,4.392370229887693,1.405097449855688,Iris-versicolor
+105,6.002955529524877,3.3866467761657053,4.491523030553576,1.5769423266307594,Iris-versicolor
+106,5.563369179131165,2.728064572517071,4.149756173575529,1.2910046299935565,Iris-versicolor
+107,5.5904835853973,3.0174606098018546,4.075216547683047,1.3142858178585077,Iris-versicolor
+108,6.450911450900792,3.076919035195554,5.498058355378219,1.8152359619731429,Iris-virginica
+109,5.49531289445508,2.617160506467094,4.434970506322114,1.2155566897582486,Iris-versicolor
+110,7.699998643701741,2.7918165071010717,6.699998813668735,1.9937706696291557,Iris-virginica
+111,6.904314453411465,3.197014246963858,5.7019857171247725,2.292975259187842,Iris-virginica
+112,5.683966855246162,2.500040353775506,4.992923663959961,1.9881396245617662,Iris-virginica
+113,4.585129262097179,3.1977170798464227,1.3751998884116683,0.2,Iris-setosa
+114,4.603662200472932,3.3902282696146973,1.387854873979332,0.299662154198991,Iris-setosa
+115,4.876448838712116,3.103790168805272,1.509875131698021,0.1,Iris-setosa
+116,6.3066414480614,2.700182752157685,4.9128615748478195,1.7963165968752306,Iris-virginica
+117,5.205248016873059,3.404216611199336,1.3936759210479388,0.2,Iris-setosa
+118,5.359758585505433,3.8629118022160167,1.4749196900161992,0.2,Iris-setosa
+119,6.0751795301821785,3.3323823270211994,4.506490399057442,1.5521761912941276,Iris-versicolor

iris/tab_ddpm/7_1/1/test.csv

@@ -0,0 +1,31 @@
+,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

iris/tab_ddpm/7_1/1/train.csv

@@ -0,0 +1,121 @@
+,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
+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/7_1/1/val.csv

@@ -0,0 +1,31 @@
+,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

iris/tab_ddpm/7_1/10/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.518944772096001,2.3945625661408463,3.7448729059839785,1.0562822709244895,Iris-versicolor
+1,6.024431909324863,2.7050874465033754,5.168442911737638,1.6080563749986558,Iris-versicolor
+2,5.993411875908467,2.990838646926582,4.8049872776566565,1.8077054363485534,Iris-virginica
+3,6.002619008289215,3.398501577733367,4.48163101122657,1.5896960635546915,Iris-versicolor
+4,6.718363651092323,3.2989179260862076,5.706777745272356,2.4999995277487375,Iris-virginica
+5,5.918913297056865,2.989241282432807,4.2053525930417015,1.487638575642236,Iris-versicolor
+6,4.855675489658093,2.4068202823699156,3.1161855765193605,0.8928946742227626,Iris-versicolor
+7,6.6851193942587575,3.100544514110039,4.416533661729441,1.4042657962308802,Iris-versicolor
+8,5.335990350920604,3.4413297660360094,1.629731995939392,0.2,Iris-setosa
+9,6.565168528448291,3.2261307321331096,5.591539803283697,1.989844259339903,Iris-virginica
+10,6.3180445377192695,2.2952533138863664,4.469535203324524,1.3015336123959107,Iris-versicolor
+11,5.920595515748555,3.1976237496195674,4.7727410824157825,1.812018677905161,Iris-versicolor
+12,4.995295351998625,3.276327065567446,1.396639928715875,0.2,Iris-setosa
+13,6.349657477606596,2.5777372187341197,5.094982478642426,1.9076022691484211,Iris-virginica
+14,5.085173320853231,3.6102587655729113,1.4512094845462118,0.378391651483887,Iris-setosa
+15,5.504795366972527,2.393337506480375,3.770550430001337,1.0986272150084666,Iris-versicolor
+16,5.087247111301384,3.75501729239213,1.6130499602824389,0.2,Iris-setosa
+17,5.983947393425734,2.2,5.014622659803875,1.4928755908408977,Iris-virginica
+18,5.72124214157129,3.002877427490303,4.347022677345894,1.495385613583963,Iris-versicolor
+19,6.014229274754916,3.383202272223559,4.494843479030381,1.5791600016398184,Iris-versicolor
+20,5.112269451744803,3.740398122350128,1.5804386009731841,0.2,Iris-setosa
+21,5.11319632756221,3.3028350219578817,1.8286396734900265,0.42648172748271596,Iris-setosa
+22,6.101999700779293,2.9900358285688764,4.596121224827543,1.4145080384568482,Iris-versicolor
+23,5.892773106456634,3.202970602198896,4.817731326624756,1.796086958308315,Iris-versicolor
+24,5.810847624926911,2.831390991719921,5.102860025106302,2.39708214275517,Iris-virginica
+25,6.316210995901087,3.3851495328534678,5.594046547091281,2.393441792035278,Iris-virginica
+26,5.105180931939733,3.494438003681769,1.3909040742820336,0.29514946186566776,Iris-setosa
+27,7.699998961923059,2.778278510047513,6.699998193669892,1.962437178183328,Iris-virginica
+28,5.369650925080463,3.934366622969041,1.2945989069565438,0.49374526094347126,Iris-setosa
+29,5.990487857908432,2.200000271566497,4.9568932878087315,1.4965079940332284,Iris-virginica
+30,4.490795645003475,2.295683860750916,1.2959986906097245,0.29195777040181425,Iris-setosa
+31,5.399356680740818,3.9163490186785723,1.7047462865975203,0.3960124244721855,Iris-setosa
+32,7.699998910005655,2.815835501599666,6.699998882096484,1.9751678841107196,Iris-virginica
+33,7.118850195665347,2.9891678408723656,5.898110818262786,2.094534862974451,Iris-virginica
+34,5.49170224719791,4.2011287949816,1.4007957610628636,0.2,Iris-setosa
+35,6.299479329573363,3.4094090153537215,5.622599295608684,2.4086628839040896,Iris-virginica
+36,5.975149412512315,3.4116394096088585,4.509785753973055,1.624192632316971,Iris-versicolor
+37,5.095165199412306,3.760214978984401,1.9105514504679413,0.4143565886807108,Iris-setosa
+38,5.199065707789914,3.4804399859753854,1.5088809533352847,0.2,Iris-setosa
+39,5.953201305034514,2.690159633155261,5.052993124320559,1.5195069576641693,Iris-versicolor
+40,6.124658810309515,2.994529479304878,4.6097755679259285,1.3927607711975618,Iris-versicolor
+41,6.684419914509311,3.2980693626781177,5.6685003858574055,2.0939832326253973,Iris-virginica
+42,6.714126037184299,2.987783103073002,4.997779863513482,1.7099310759500561,Iris-versicolor
+43,5.777091659144863,2.6749888263033466,5.085942681875526,1.9197768096287982,Iris-virginica
+44,5.504989017149655,4.2001460545761224,1.4069300507143874,0.2,Iris-setosa
+45,5.494132741594331,2.412667984379123,3.6698563630060725,1.0642147033585472,Iris-versicolor
+46,5.110248941599156,3.7919846271947137,1.928690700921961,0.47153319461408694,Iris-setosa
+47,5.316867289664503,3.79774475671205,1.4988648136627973,0.2,Iris-setosa
+48,5.499418727622438,2.592505723732183,4.396828327096009,1.1616882484292346,Iris-versicolor
+49,6.000781265095852,3.0049089028055165,4.761899512180973,1.8029656657732271,Iris-virginica
+50,6.694620954521227,3.2931606211645725,5.761845939823401,2.49999935457124,Iris-virginica
+51,6.345863270031456,2.4601785239220817,4.822622649640945,1.4910350163709034,Iris-versicolor
+52,5.371601021489092,2.992677544513394,4.452822406232658,1.480347253862658,Iris-versicolor
+53,6.334259418050869,2.470124790023345,4.875323659891999,1.487221887647127,Iris-versicolor
+54,5.524008510596346,2.618087816380347,4.396194914039807,1.259212145503071,Iris-versicolor
+55,5.8008526374763045,2.697012766145171,5.096259614745171,1.899318635653556,Iris-virginica
+56,5.874657434711701,3.1923257448326434,4.7868232316731785,1.7876778359239427,Iris-versicolor
+57,5.895789421781263,3.2067951246140196,4.793982386063606,1.786981715967705,Iris-versicolor
+58,5.72791016742454,2.543619321042713,5.031012116627949,1.9796511014779679,Iris-virginica
+59,6.349920143299044,2.908097878452035,5.528284288769682,1.8179867684364985,Iris-virginica
+60,6.288693978174375,2.499612921704736,4.876827488847546,1.5028071135279597,Iris-versicolor
+61,5.752039523205151,2.5301707423592132,5.039338480789884,1.9786512973218544,Iris-virginica
+62,5.880256734119781,3.0017943490504986,5.103989938218636,1.8095094992634806,Iris-virginica
+63,6.291837980372615,2.717742915636271,4.87855888746538,1.7889825669584707,Iris-virginica
+64,5.496092879031205,3.003988738654293,4.528950223360453,1.4986647058759475,Iris-versicolor
+65,5.121591912603564,2.553972844580749,3.11576964605997,1.2953415095682221,Iris-versicolor
+66,5.327825723386709,3.907585456596709,1.69490808519537,0.3705175981287431,Iris-setosa
+67,5.496979263889469,2.4051499101463674,3.9964695842232763,1.1091288291907633,Iris-versicolor
+68,5.0874448836068025,3.399526501774826,1.4998710239562631,0.2,Iris-setosa
+69,7.7,2.7978285030384775,6.7,2.0056082877493826,Iris-virginica
+70,7.279106470441991,2.886708538584797,6.272222362312722,1.8181816580265542,Iris-virginica
+71,6.686896039482056,3.1122208014488573,4.415921987164172,1.4073132944344913,Iris-versicolor
+72,6.294544167679796,2.865244984923943,5.675875247290481,1.7912042867751032,Iris-virginica
+73,5.4841914871141135,3.007648132783387,4.435181772236848,1.4786267441630694,Iris-versicolor
+74,4.957378353478393,3.581587881986031,1.4007047348000063,0.2,Iris-setosa
+75,4.606850724998948,3.211643898284188,1.404197996110664,0.2,Iris-setosa
+76,5.2017283812628285,3.445808390307112,1.4204129382951023,0.2,Iris-setosa
+77,4.4,2.9095043703953856,1.4102527557859543,0.2,Iris-setosa
+78,5.282588071599124,3.671701761697302,1.5065140412826916,0.2,Iris-setosa
+79,4.400000478185755,2.9022698534634492,1.3650545979425104,0.2,Iris-setosa
+80,5.074403022097906,3.3937082401004446,1.497654184981589,0.2,Iris-setosa
+81,5.570341984580064,3.0024008586163977,4.034530369656431,1.302653680854423,Iris-versicolor
+82,5.113700174338769,3.8326428476053715,1.9050894232151736,0.3961677092058027,Iris-setosa
+83,4.599647033060665,3.6075201430234185,1.0000003926205165,0.2,Iris-setosa
+84,4.9141121371211165,3.0258376942976386,1.3860588997064223,0.2,Iris-setosa
+85,5.010040228790516,3.602939441138188,1.3788013914774953,0.2,Iris-setosa
+86,6.6185377860059695,2.9848067494608737,4.372430553426624,1.3990410528901274,Iris-versicolor
+87,5.917676448154722,3.0167179389455288,5.151135214193557,1.8173023363274106,Iris-virginica
+88,5.841537742546467,2.763745201349043,5.054272384958122,1.8630528298659725,Iris-virginica
+89,5.088368893137404,3.711595561860482,1.484495368780976,0.40597650505754207,Iris-setosa
+90,5.0096476036894275,3.3685542079020494,1.4051570776027225,0.2,Iris-setosa
+91,6.278979741745788,2.2996620946760946,4.431384129781086,1.2980544611159934,Iris-versicolor
+92,6.008798653721198,2.704338683718428,5.098630462662054,1.6307107178819393,Iris-versicolor
+93,5.20945178462187,2.714897765301833,3.977604296381327,1.406086485327633,Iris-versicolor
+94,5.789687550120755,2.6994292751360183,5.1145654427135785,1.8944257514339709,Iris-virginica
+95,7.20012951366376,2.9778057998085625,6.028914785358645,2.045539246110987,Iris-virginica
+96,5.104155542378579,3.707257283226534,1.5930370531847735,0.2,Iris-setosa
+97,7.7,2.8473535776821493,6.7,2.0240700227995636,Iris-virginica
+98,6.750732252806142,3.002699889773422,5.49683905477462,2.086441995280144,Iris-virginica
+99,5.501114809620074,2.4058525462912907,3.701481738630439,1.074893326207968,Iris-versicolor
+100,5.402836330516136,3.8547400206060627,1.3011508813239259,0.391844252616241,Iris-setosa
+101,7.087650814991776,3.00164233784889,5.859144037762905,2.0978897939501318,Iris-virginica
+102,5.994124793280095,3.4168730227660773,4.442069051546318,1.5903687415203656,Iris-versicolor
+103,5.383002923130603,3.879111229929649,1.671292854277442,0.39370739569515867,Iris-setosa
+104,5.053586660297541,2.480958743915596,3.2443638717297087,1.1308222911243024,Iris-versicolor
+105,5.711662121380952,2.660109698589891,5.083450676630256,2.3055328424800248,Iris-virginica
+106,4.40000070822407,2.907905181899428,1.4024176279936849,0.2,Iris-setosa
+107,7.186875170374135,3.0054942050584637,5.967856860696952,2.0985887272496084,Iris-virginica
+108,4.58437177232252,3.610136092223289,1.0000003901734356,0.2,Iris-setosa
+109,5.5120366793884985,2.599883441308598,4.399752176740427,1.2028326739964266,Iris-versicolor
+110,6.476705752822322,2.985504438887992,5.568727101484417,1.7782717992309942,Iris-virginica
+111,5.006192771699824,3.5093112884381616,1.322806490229403,0.2955856791624623,Iris-setosa
+112,5.2251576710873175,3.5099294079296874,1.5165772658744738,0.2,Iris-setosa
+113,5.008529457629064,3.307256335468375,1.4106783664786604,0.2,Iris-setosa
+114,6.6802818912952215,3.0935328410296394,4.4165447970375675,1.4097333049919816,Iris-versicolor
+115,5.79822551046046,2.702287902133449,5.099823607300029,1.9047691868151262,Iris-virginica
+116,5.182427033802112,3.420935279649903,1.5553281423687773,0.2,Iris-setosa
+117,6.704197374533577,3.1134926553793596,4.41957947410785,1.4083934700241523,Iris-versicolor
+118,5.092072637140918,3.3345829314240745,1.3521746683069853,0.2,Iris-setosa
+119,5.0302012718407125,3.326282620614289,1.4191119185607524,0.2,Iris-setosa

iris/tab_ddpm/7_1/10/test.csv

@@ -0,0 +1,31 @@
+,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

iris/tab_ddpm/7_1/10/train.csv

@@ -0,0 +1,121 @@
+,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
+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/7_1/10/val.csv

@@ -0,0 +1,31 @@
+,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

iris/tab_ddpm/7_1/11/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.110961251685758,3.5964308710316146,1.4719089601725177,0.3830903396969644,Iris-setosa
+1,6.293502845024794,3.394746204842063,5.606627820758194,2.3972647922033765,Iris-virginica
+2,6.455892684235969,2.9228811189974455,4.334149097591136,1.332556213601493,Iris-versicolor
+3,5.556374027682721,2.6947639415771323,4.200858919579488,1.3110209629799503,Iris-versicolor
+4,5.069330077348106,2.4907996227896767,2.8142207868556475,1.1257361322366195,Iris-versicolor
+5,4.603545921258997,3.6044156555272755,1.0000004185925673,0.2,Iris-setosa
+6,4.848907356989393,3.074950334960102,1.5112298858400537,0.10000011426962725,Iris-setosa
+7,5.003183891929596,3.1873752421042174,1.1903058432586802,0.2,Iris-setosa
+8,5.789205678638822,2.7101638876123415,5.1078879049979005,1.8946265390596926,Iris-virginica
+9,5.424747627264648,2.9953069651872024,4.5308415185517115,1.5032960684773788,Iris-versicolor
+10,6.9364040875332496,3.1802930763150665,5.752330090079722,2.2797808439905447,Iris-virginica
+11,7.7,2.832274594316308,6.699998747243615,1.993014445312015,Iris-virginica
+12,6.391814829857541,2.697294580335169,5.25516685877584,1.891187433184439,Iris-virginica
+13,5.026570769551738,2.4717542953077714,3.0274919158741964,1.0491821031198463,Iris-versicolor
+14,5.106324914732505,3.8031538981148048,1.9525866695357217,0.4555188444582522,Iris-setosa
+15,5.306691853703181,3.7951365428989905,1.547459326147992,0.2,Iris-setosa
+16,6.848189853382159,3.1619937818663293,5.642483728384845,2.261454994532556,Iris-virginica
+17,4.883240705555814,3.109068279817452,1.4938684007450242,0.10000009980878408,Iris-setosa
+18,5.697720099322372,2.500082064141283,5.006455872311803,1.9981621232040196,Iris-virginica
+19,5.98024232323052,3.3681702422241324,4.501638730344398,1.6030828920830174,Iris-versicolor
+20,6.102454903469853,3.01394320426199,4.5468303362977185,1.4035232333938268,Iris-versicolor
+21,6.310078924523177,3.413112033395189,5.595200805112102,2.403482367118149,Iris-virginica
+22,6.683734373099765,3.2955300002110497,5.633210258731078,2.4999994207150773,Iris-virginica
+23,7.7,2.8320367395145682,6.7,2.0424375157669727,Iris-virginica
+24,5.7943759510225865,2.808630910284911,5.106065193590295,2.4050163317677242,Iris-virginica
+25,6.909696666964008,3.0067927089585997,5.61723044919412,2.1038698554631665,Iris-virginica
+26,5.486443006991507,2.409978871099163,3.852528374705501,1.173531023133263,Iris-versicolor
+27,7.287144473212557,2.9119918751500813,6.278608699458013,1.810520206478451,Iris-virginica
+28,4.977523591104809,3.2678791682626946,1.3687815696666332,0.2,Iris-setosa
+29,6.7224645903603495,3.086189308101416,4.431970880468151,1.3846894752115564,Iris-versicolor
+30,6.289767450219918,2.2992636367563226,4.418692413212002,1.2903686065343627,Iris-versicolor
+31,5.992223677177224,2.6981597267690947,5.126948026903841,1.6115453383066554,Iris-versicolor
+32,5.494268679019845,4.201239036233115,1.3741361924104052,0.2,Iris-setosa
+33,5.3633834940002485,3.4156867098227015,1.6735307932194832,0.2,Iris-setosa
+34,5.076151540124999,3.3008089392576805,1.6974294669857821,0.530942570113971,Iris-setosa
+35,6.372852855589682,2.907507113762226,5.308100974959243,1.7519532402979379,Iris-virginica
+36,6.262457796231204,2.8070971054970695,5.210039655021802,1.5200597189109004,Iris-virginica
+37,5.11337177628639,3.4212362514045354,1.4973027028316248,0.2,Iris-setosa
+38,5.000316254912932,3.5452141379425006,1.361320694654132,0.2945093762938745,Iris-setosa
+39,5.091224378355128,3.3869628243865693,1.4964194221327123,0.2,Iris-setosa
+40,5.185382514237943,2.691619773229412,3.9375126497743054,1.3960698635825004,Iris-versicolor
+41,6.682584311346084,3.3071264459288017,5.640520073817634,2.5,Iris-virginica
+42,5.511252066476638,2.403689835912696,3.8243782757929203,1.0432817727334829,Iris-versicolor
+43,4.995583040966951,3.6024711754209076,1.4022045922155049,0.2,Iris-setosa
+44,5.299190379258209,3.6894427352772596,1.49918535698996,0.2,Iris-setosa
+45,5.198806202188216,2.458440310892531,3.2170701561971935,0.9317340445043417,Iris-versicolor
+46,5.08865884072828,3.797198145712302,1.6221674496051817,0.34891697341168304,Iris-setosa
+47,4.885489563479017,3.1113401815683863,1.503667508663142,0.1,Iris-setosa
+48,4.4,3.204185067607721,1.290444211044988,0.2,Iris-setosa
+49,5.496007107721605,2.393595184471387,3.665141793367098,1.0108202643926218,Iris-versicolor
+50,6.009047793471694,3.378229400851673,4.529281859646887,1.6063286295713797,Iris-versicolor
+51,5.066508789469947,3.4806324150985195,1.4015729805207109,0.2922810187420128,Iris-setosa
+52,6.784967633167136,3.0004570017751084,5.472251406594669,2.0906433392677304,Iris-virginica
+53,6.365889856394591,2.897950783905693,4.316560763817598,1.3018571741316547,Iris-versicolor
+54,6.680176966662768,3.299279683932059,5.727881088784178,2.5,Iris-virginica
+55,6.306414253441248,2.518167723498638,5.03164094477967,1.9050762000063344,Iris-virginica
+56,6.002366753950212,3.420000213457384,4.487369826044851,1.6018310655424812,Iris-versicolor
+57,4.4,3.0798197537018392,1.3265854581823735,0.2,Iris-setosa
+58,5.104617795385232,3.8508868800582743,2.088505513025905,0.39273948793271074,Iris-setosa
+59,5.830662776204196,2.706491630751593,5.100552696508606,1.893621416743263,Iris-virginica
+60,6.024969431785036,3.3780673480255397,4.469431317414185,1.592927919229321,Iris-versicolor
+61,6.287892649354304,2.3055845905766716,4.39692928856799,1.2925287629225044,Iris-versicolor
+62,6.807913469527285,2.9918096838108985,5.467496792510092,2.0955060802687067,Iris-virginica
+63,4.691277129963243,3.3537502724104624,1.4066039539176534,0.2,Iris-setosa
+64,6.352292867239322,2.879787362373633,5.54500056199687,1.82467833549952,Iris-virginica
+65,5.561001220430466,2.673730058851023,4.2551561648573495,1.2766741694479906,Iris-versicolor
+66,6.718257142739765,3.0033632384460915,5.0129595103641265,1.70247588485543,Iris-versicolor
+67,6.691900403920991,3.297318521904172,5.674023628333867,2.095154287945882,Iris-virginica
+68,5.0781212207108295,3.5077523024793638,1.3862793986929436,0.3032660721050744,Iris-setosa
+69,7.6999982873364905,2.7896412544180564,6.7,1.9822402546356082,Iris-virginica
+70,6.353796491597016,2.577721851807416,5.086887683361822,1.9045646041882844,Iris-virginica
+71,6.301180385641274,2.6373152445114845,4.902450410605614,1.7989706005111161,Iris-virginica
+72,4.588266736944473,3.1877057585216146,1.3875788611409978,0.2,Iris-setosa
+73,6.780368185858979,3.018529678898582,5.515531519984671,2.101055349759338,Iris-virginica
+74,6.112711482535188,3.0056463176402115,4.659730488849805,1.3998036594701382,Iris-versicolor
+75,5.807312621348324,2.782252691783609,5.090783493978203,2.401230681220934,Iris-virginica
+76,5.43387870921325,3.9932507346334036,1.290909701059716,0.38665659999172597,Iris-setosa
+77,6.550948347092632,2.967230333030574,4.369711512204349,1.3660662190440833,Iris-versicolor
+78,5.998337217281271,2.6937885090317435,5.0980281383748425,1.6028444502497803,Iris-versicolor
+79,5.690487529729569,2.522037062876976,5.010241929804102,1.9853944403740131,Iris-virginica
+80,5.254724658303807,3.4160195266683897,1.5947216818596357,0.2,Iris-setosa
+81,6.490648977767116,3.1490510152436078,4.498957536503592,1.4755526433036414,Iris-versicolor
+82,5.223986284900381,2.7293718027255944,4.012677185809782,1.4195614791521636,Iris-versicolor
+83,6.015080725017571,2.7048149058506565,5.111824698336491,1.589488809915937,Iris-versicolor
+84,5.7919580409390425,2.7009249397623694,5.104675164983754,1.9027834956107843,Iris-virginica
+85,5.0010805872797395,3.224993118576529,1.2365450673357363,0.2,Iris-setosa
+86,5.791796742965374,2.7151616064360664,5.096530557911492,1.8899231814074702,Iris-virginica
+87,5.096326649682933,3.7605844982958656,1.7955142735691014,0.3991460650946006,Iris-setosa
+88,5.478708053929631,2.3973473686616167,3.6136678160441784,0.997961768531928,Iris-versicolor
+89,5.890319121905163,3.2045545543627885,4.821052382690522,1.7776597836550314,Iris-versicolor
+90,5.7185751408906995,4.4,1.5034517442043425,0.5077385192558,Iris-setosa
+91,5.61134141938983,2.9907853949323533,4.139781309919224,1.2970070436454952,Iris-versicolor
+92,5.071039629812157,3.7596818323946994,1.6091429638132835,0.2,Iris-setosa
+93,5.100292896239948,3.8082681159134992,1.900159236807501,0.39088196668474917,Iris-setosa
+94,5.003176048711884,3.511141941242507,1.2860077033284452,0.2891853499594935,Iris-setosa
+95,5.825572429182703,2.8096830339796846,5.133891802764923,2.4040281396015324,Iris-virginica
+96,5.093281588278638,3.2992994828581095,1.6964152984222214,0.5092605118109653,Iris-setosa
+97,5.7167622164247,2.502867383689405,5.003592383283024,1.9974184745812742,Iris-virginica
+98,5.383525323636044,3.3996445321176876,1.6648374282714709,0.2,Iris-setosa
+99,5.805338494703617,2.8091203895488177,5.165286212282083,2.40186985550002,Iris-virginica
+100,6.6814662725160865,3.0031533638608416,4.988945525381106,1.6700575034001448,Iris-versicolor
+101,5.390003243052792,2.7967177645898036,4.105383621936082,1.3579097874660164,Iris-versicolor
+102,5.115548885992551,2.606538902926065,3.5537694656408627,1.355887422897658,Iris-versicolor
+103,5.807455732666098,2.7172135794467107,5.121537679368149,1.8924307435469956,Iris-virginica
+104,5.497645158281595,2.427896231602639,3.7620355945389816,1.1295916856656598,Iris-versicolor
+105,5.090269661679633,3.300811707235837,1.8159787152788143,0.5088350589519758,Iris-setosa
+106,5.910825842884645,3.0098767572463365,4.215080019272151,1.4933428984281836,Iris-versicolor
+107,5.402969813635855,2.9984348385976864,4.452904935549771,1.4982763137578092,Iris-versicolor
+108,6.41404253618091,2.712250107879401,5.326811813505561,1.90645349101661,Iris-virginica
+109,6.684793783043664,3.054489310739519,4.4252845444565745,1.4053674618785243,Iris-versicolor
+110,6.686387112879977,3.293203130347619,5.6925530083390345,2.4999992868602523,Iris-virginica
+111,6.686988492757189,3.07425170084649,4.444545750897842,1.4054209525824861,Iris-versicolor
+112,5.883875147614426,3.003591536331149,4.203123300712103,1.4882934264026624,Iris-versicolor
+113,6.246710916513236,2.7821814224865373,5.571420038940977,1.6789537947302566,Iris-virginica
+114,4.591518446220035,3.6338982672316615,1.0,0.2,Iris-setosa
+115,7.2128316637938745,2.9597660662318925,6.126013668892667,1.9518293769950155,Iris-virginica
+116,5.111388898796232,3.711862758404993,1.5316726306015507,0.45211357277892433,Iris-setosa
+117,6.09500100226194,2.601167843054441,5.61891753892472,1.3986020109541997,Iris-virginica
+118,6.2799773003736785,2.5378110239442275,5.01726430467501,1.898996614746759,Iris-virginica
+119,6.879558229219938,3.1947348435306693,5.669202700954441,2.2998390754485833,Iris-virginica

iris/tab_ddpm/7_1/11/test.csv

@@ -0,0 +1,31 @@
+,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

iris/tab_ddpm/7_1/11/train.csv

@@ -0,0 +1,121 @@
+,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
+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/7_1/11/val.csv

@@ -0,0 +1,31 @@
+,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

iris/tab_ddpm/7_1/12/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.001643905287944,2.9899258285704526,4.933561853825482,1.8095422661265066,Iris-virginica
+1,6.703011671366457,3.086617007186652,4.420033306421879,1.3917136747431595,Iris-versicolor
+2,5.640899064110302,4.4,1.498130955873861,0.39304652378283966,Iris-setosa
+3,5.06092748529338,3.3491637107780865,1.4118706660226472,0.2,Iris-setosa
+4,5.810183056842991,2.7270414844401083,5.094772835701248,1.8941694212733369,Iris-virginica
+5,6.289899482395205,2.512577043179004,4.8901255233558025,1.4957343268943457,Iris-versicolor
+6,5.900558832469614,3.0062365870864705,4.222903133569022,1.5041930731096644,Iris-versicolor
+7,6.361196287206532,2.893920265485307,4.302498010127757,1.2832373701514885,Iris-versicolor
+8,6.281398943305601,3.360842501885635,5.582122227491484,2.3855565098152955,Iris-virginica
+9,4.811627845559471,3.4037051908703093,1.5800004901009548,0.2,Iris-setosa
+10,5.0768544048662605,3.3932188106436745,1.5005020503916338,0.2,Iris-setosa
+11,5.382880738848938,3.8719179585390373,1.2976734688804772,0.4295792127173026,Iris-setosa
+12,7.315229368179925,2.9112313688174574,6.317528128299116,1.8094900954855413,Iris-virginica
+13,5.510072281783519,2.4017528585121695,3.8315069433264304,1.1665559603520956,Iris-versicolor
+14,5.398130054450478,2.999703061953218,4.496815106738968,1.4935413314247836,Iris-versicolor
+15,5.500320706151377,2.4026111792897678,3.737151659697523,0.9781900083638652,Iris-versicolor
+16,5.9003808346635,3.19837451609595,4.817285907250984,1.7853147504148503,Iris-versicolor
+17,5.105855577186897,3.300410758242052,1.7610817777310956,0.5249910205626461,Iris-setosa
+18,5.106486072804078,3.7572509758863206,1.601515067573112,0.2,Iris-setosa
+19,5.316568200544074,3.822628613964947,1.4999259339344015,0.2,Iris-setosa
+20,6.8470944780727745,3.1002368950164936,5.585207980062181,2.202732005721124,Iris-virginica
+21,6.115805514378444,3.0077339695071137,4.613720788686424,1.406261358023895,Iris-versicolor
+22,6.310561486853188,2.4858179177974176,5.004454024390535,1.8940100569468288,Iris-virginica
+23,5.002941927626297,3.196032125287629,1.2302998787375763,0.2,Iris-setosa
+24,5.971013048971806,2.694349021602306,5.085529128774985,1.5671029932444862,Iris-versicolor
+25,4.610843550863355,3.216932275379956,1.3930429128700115,0.2,Iris-setosa
+26,4.577796094300506,3.408823225688138,1.3780541953259224,0.2974706842523692,Iris-setosa
+27,6.625166181002005,3.0175612183381477,4.395869797011743,1.4042022679083046,Iris-versicolor
+28,4.40000057525929,3.207994353380553,1.2980319580617297,0.2,Iris-setosa
+29,5.629300527771992,2.707165257605387,4.20193610712603,1.3053293908670907,Iris-versicolor
+30,5.733821476497416,2.559403781379845,5.0106506441159695,2.0202364037003755,Iris-virginica
+31,6.271049918211041,2.7115489653395235,4.967437037844701,1.7931725729384467,Iris-virginica
+32,5.003833131258873,3.5953218736481403,1.3895990083512548,0.2,Iris-setosa
+33,5.102435438412671,3.308864739740596,1.681744155306709,0.530703403199288,Iris-setosa
+34,5.1453019208702475,3.3494446947919405,1.3335603076019988,0.2,Iris-setosa
+35,5.398169311596968,3.3921621582318724,1.7754774723923252,0.2,Iris-setosa
+36,6.673990962699365,3.2890440413658513,5.679238406181808,2.064320156438455,Iris-virginica
+37,6.471134756017626,2.905547758285162,4.307736784709609,1.305456996509321,Iris-versicolor
+38,7.699998991727422,2.7987090047157435,6.7,1.9951038556814555,Iris-virginica
+39,5.5045215266551,4.174713842595435,1.4009684031100644,0.2,Iris-setosa
+40,5.996406528062874,2.7013302623128923,5.096066557700109,1.6078019370383267,Iris-versicolor
+41,5.144410774797457,3.435704445059523,1.5045443661443432,0.2,Iris-setosa
+42,5.612625510262408,2.990102479065777,4.120724857347167,1.3150506264399997,Iris-versicolor
+43,5.330055978623451,2.9884778047764287,4.408960000168705,1.492852473557628,Iris-versicolor
+44,6.4509786018921895,2.9110514788804562,4.268368712962611,1.3319478159560638,Iris-versicolor
+45,5.048225895663782,2.478385693847587,2.8759694230596278,1.0912160841814984,Iris-versicolor
+46,6.579883612595717,2.983833432957977,4.414396485155452,1.4006671548481169,Iris-versicolor
+47,5.584428586063407,2.9966337608384426,4.128328798101236,1.2977722624420611,Iris-versicolor
+48,5.1166878063533385,3.500552018733611,1.5387102997483142,0.2,Iris-setosa
+49,5.075304563880015,3.765895926986496,1.5883207879386094,0.41931924356795086,Iris-setosa
+50,5.521152096589907,2.784305215786617,4.116992705728396,1.2986199914687298,Iris-versicolor
+51,5.035404581224226,3.3090535368111067,1.3697624008846914,0.2,Iris-setosa
+52,7.699998413786201,2.8058874911500724,6.6999983880741905,2.0098299604926,Iris-virginica
+53,4.840349334163075,3.4006619579766246,1.588262023361861,0.2,Iris-setosa
+54,6.216820795034571,2.7272176998458746,5.302921470634298,1.4431993429486054,Iris-virginica
+55,5.461576334680612,4.048480902935169,1.352641962239926,0.26836785564495047,Iris-setosa
+56,6.798980113148551,3.000941149451258,5.50621106944667,2.0884813282743178,Iris-virginica
+57,6.688297026167572,3.117059539533896,4.410853086127134,1.4029210087146708,Iris-versicolor
+58,6.3001363049743375,3.416049051774078,5.630280882986804,2.3978809903846265,Iris-virginica
+59,7.134027972976032,2.984625750127915,5.970480515730321,2.0582935783008818,Iris-virginica
+60,4.910329157569399,3.102748956082171,1.492829884591178,0.1,Iris-setosa
+61,5.162661179127381,2.4972093563085895,3.1091920838117924,1.0703036646440034,Iris-versicolor
+62,6.418598030214732,2.9081454005155765,4.283079063988966,1.29350549985181,Iris-versicolor
+63,5.471795187444799,3.0157838109701345,4.5472657377063435,1.5016463388083297,Iris-versicolor
+64,4.594182226257991,3.5957632381475815,1.0000004381319132,0.2,Iris-setosa
+65,5.187060374231615,3.4695997966054994,1.5032785012302323,0.2,Iris-setosa
+66,6.277900494965232,2.4897332733046857,4.8849373187347025,1.486383469095708,Iris-versicolor
+67,5.200601545532905,3.511560903327811,1.493836599888712,0.2,Iris-setosa
+68,5.499712553587306,2.593984548533,4.446641510142573,1.2088787570140274,Iris-versicolor
+69,5.910488054320872,3.2051052448058877,4.817155299647857,1.7968456691931807,Iris-versicolor
+70,6.7445003801917895,3.0048038838023707,5.011853886255571,1.7060077009308474,Iris-versicolor
+71,5.47448640150728,4.178913489323839,1.3964032640669877,0.2,Iris-setosa
+72,5.49615601175425,4.192134198881744,1.3912539092650393,0.2,Iris-setosa
+73,5.195979641585584,2.6902805731932724,3.8991955944108305,1.3988533858577297,Iris-versicolor
+74,5.20166361696329,3.4114515085783785,1.4007749987269082,0.2,Iris-setosa
+75,6.138951777540445,3.0029041470202964,4.627813427602269,1.3928064324085758,Iris-versicolor
+76,5.548773684831473,2.687713842134541,4.176595700537713,1.2982662241429137,Iris-versicolor
+77,6.309964103358444,2.7201397212504252,4.920763647161282,1.8054083046548064,Iris-virginica
+78,5.753331988298805,2.5980075229694584,5.060052335802359,1.9360838887423126,Iris-virginica
+79,5.376154302690272,2.9989954322058736,4.47803676262857,1.4998571156206524,Iris-versicolor
+80,5.30513893588022,3.45230806728583,1.6192635724234,0.2,Iris-setosa
+81,4.400000713428824,2.9180434567584035,1.377410491317613,0.2,Iris-setosa
+82,4.899040825243856,2.39619498252146,3.2221730908498287,1.0455644349864261,Iris-versicolor
+83,5.105777996886908,2.4893460535414436,2.8888859466023193,1.0406635462366616,Iris-versicolor
+84,5.145596764487384,3.430446330138973,1.5131909754751642,0.2,Iris-setosa
+85,4.60188737069094,3.189629715277008,1.3873092528934683,0.2,Iris-setosa
+86,5.933002375240951,3.247707631630526,4.732738362200182,1.7426055334314,Iris-versicolor
+87,6.310599027977917,2.302314405155333,4.366742334725021,1.2900627343658475,Iris-versicolor
+88,5.066836672154738,3.499415557784484,1.3502295063506922,0.3000575253828281,Iris-setosa
+89,6.469128056130237,2.9961147748178165,5.480685080732369,1.7950010866132007,Iris-virginica
+90,6.006348512378586,2.997171862662512,4.754273199532839,1.7935873085465768,Iris-virginica
+91,5.899770035262639,3.1991458942660893,4.783258849544328,1.798466984959231,Iris-versicolor
+92,5.502441658200019,2.6071013818443056,4.414329131606262,1.2252185812529905,Iris-versicolor
+93,4.897026504478236,2.4071882801582696,3.1811944314951264,1.0030807869861724,Iris-versicolor
+94,7.164857364132515,2.9996544115935992,5.963780836612575,2.075651327310745,Iris-virginica
+95,6.696041952682169,3.2865732662374305,5.668663030161916,2.124898984902461,Iris-virginica
+96,6.712719673355428,3.0158926873056657,4.98759552399385,1.697255633170264,Iris-versicolor
+97,6.3125537753961645,3.382476509743908,5.643101134422843,2.3991363876833187,Iris-virginica
+98,4.49339422643762,2.2995892617365716,1.29121253163486,0.2944615630879651,Iris-setosa
+99,5.951941194615172,2.2,4.960611353737834,1.4732578078415286,Iris-virginica
+100,7.699998561197619,2.8174835971208214,6.6999989060422225,2.0206534684893103,Iris-virginica
+101,4.618243607743531,3.39078636616721,1.4017458106340293,0.2790571299890513,Iris-setosa
+102,7.7,2.750199388158485,6.7,1.9980105891261446,Iris-virginica
+103,5.287572385562957,3.647359263684865,1.5054167784513477,0.2,Iris-setosa
+104,5.101735678037399,2.5069849280556338,2.972431005847877,1.1450280353032039,Iris-versicolor
+105,5.4246649284350745,3.914624379017511,1.3047612723425723,0.40086576128082546,Iris-setosa
+106,6.332609875500539,2.900106998938067,5.56495033015326,1.79426863167869,Iris-virginica
+107,5.612075543581921,3.0009580783016836,4.533498607161974,1.5030352069356026,Iris-versicolor
+108,7.3213049408388455,2.8984777929239094,6.325280322735989,1.8027406999522255,Iris-virginica
+109,4.942311891074923,3.0696128596418224,1.3367036853204404,0.2,Iris-setosa
+110,6.661985370946402,3.282745694679145,5.634074373998674,2.49999951495829,Iris-virginica
+111,5.1603376434748895,3.5251126867431486,1.408025340776976,0.2,Iris-setosa
+112,5.812026314167582,2.7282176038547643,5.144481064182216,1.9388946586060305,Iris-virginica
+113,5.07178980664536,3.3878532073504863,1.4980910660063422,0.2,Iris-setosa
+114,4.998104920439096,3.21910707316626,1.2261592857012538,0.2,Iris-setosa
+115,5.006777555520315,3.60501454373544,1.402406825257978,0.2,Iris-setosa
+116,7.300399238973597,2.893232835884992,6.3128450105828815,1.7924249398574266,Iris-virginica
+117,7.6999990624354515,2.8005386252102444,6.7,2.0079619462680967,Iris-virginica
+118,5.38578180943867,3.394859806936083,1.678349956331666,0.2,Iris-setosa
+119,5.729859197323471,4.399999259151874,1.4992062148054282,0.3874409763448001,Iris-setosa

iris/tab_ddpm/7_1/12/test.csv

@@ -0,0 +1,31 @@
+,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

iris/tab_ddpm/7_1/12/train.csv

@@ -0,0 +1,121 @@
+,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
+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/7_1/12/val.csv

@@ -0,0 +1,31 @@
+,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

iris/tab_ddpm/7_1/13/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.69078444710619,2.476345442785652,4.977287116292202,1.9949075086110306,Iris-virginica
+1,5.989061678636708,3.363344298955011,4.492554919188064,1.5502185433890008,Iris-versicolor
+2,4.615694137493051,3.190656142832818,1.3967536573516894,0.2,Iris-setosa
+3,5.789259272823315,2.7096751251316578,5.1141626210488305,1.896042859792145,Iris-virginica
+4,5.977687433242995,2.2,5.022633909118389,1.5263305158852958,Iris-virginica
+5,6.310703700703053,2.4877525408563983,4.871121433084754,1.4855471304184817,Iris-versicolor
+6,4.992462967386039,3.596292801662729,1.3916574836361906,0.2,Iris-setosa
+7,5.45132939071065,3.891004640703791,1.3104243035185008,0.3976708114712053,Iris-setosa
+8,4.503794275273091,2.295567915044221,1.2847279598003143,0.28086912211874376,Iris-setosa
+9,6.000524189181273,2.2000003274051334,5.019512145738145,1.4903774598109196,Iris-virginica
+10,6.4181441504328705,3.06527868622884,5.49049623293233,1.8027698465714792,Iris-virginica
+11,4.904856408166146,3.0945237657773723,1.4997311380076472,0.10000010946462642,Iris-setosa
+12,7.699999066489172,2.7898156891367574,6.7,1.9888944997400089,Iris-virginica
+13,5.214905295087601,3.5462724147955775,1.4978326381041644,0.2,Iris-setosa
+14,6.295880997955457,2.29756686301691,4.40245695395768,1.2915675834865756,Iris-versicolor
+15,5.1855246424216865,3.390853388894712,1.4006420097976022,0.2,Iris-setosa
+16,5.971982790467291,2.200000272461707,4.981970953563836,1.5010282586719632,Iris-virginica
+17,5.974717969990499,3.001750664853863,4.769136194544069,1.787999592109522,Iris-virginica
+18,4.4,3.1947775659948263,1.2897840549736637,0.2,Iris-setosa
+19,7.699999039629676,2.815401402732361,6.699998722076533,1.9910143065241992,Iris-virginica
+20,6.852114561534074,3.2141322403105725,5.667738265895942,2.284766327006498,Iris-virginica
+21,5.209155272312316,3.407211278379593,1.3855838952338868,0.2,Iris-setosa
+22,4.611034172557742,3.1850029823762354,1.399046897795126,0.2,Iris-setosa
+23,6.680908231310302,3.1278732435116243,4.4446398225269625,1.4063426007307533,Iris-versicolor
+24,5.119695553668184,3.5037424805056525,1.385696041630567,0.283707596147255,Iris-setosa
+25,5.097532207136529,3.3048723091629304,1.6930325052583801,0.5160974178650625,Iris-setosa
+26,5.7929557954993784,2.7921559275930483,5.100740838713639,2.398321201492802,Iris-virginica
+27,5.194619913164673,2.6830390748221773,3.5629546479101535,1.3993782346687589,Iris-versicolor
+28,5.801639725786915,2.6954645347190778,5.089723813432182,1.907745394707959,Iris-virginica
+29,7.360629221212005,2.901937358600562,6.326712858049843,1.802613918602784,Iris-virginica
+30,6.27326546764153,2.697664310227239,4.908708766293854,1.8068447373393055,Iris-virginica
+31,5.377234182307209,3.935161185092932,1.3029122864836906,0.4618779846897588,Iris-setosa
+32,6.712289840175185,3.0017680124832253,5.008209470720188,1.7185992815843016,Iris-versicolor
+33,7.7,2.7937649978231884,6.69999893387708,1.9872277732339516,Iris-virginica
+34,7.699998527281166,2.8248131476518736,6.699998919419336,2.009872286762231,Iris-virginica
+35,5.047883789221376,3.3660726205305322,1.5226356704279846,0.2,Iris-setosa
+36,5.31440402944516,3.7389551600852937,1.5057289557824802,0.2,Iris-setosa
+37,6.675029821831602,3.2954937314573036,5.651314326597486,2.4999989752480336,Iris-virginica
+38,6.009846054246208,3.3780685247659736,4.502821847922704,1.6152892266296857,Iris-versicolor
+39,7.699998941529432,2.8323343402626495,6.699998971273821,1.9946512299493742,Iris-virginica
+40,4.6367565682174385,3.423233164975295,1.385440821960123,0.2889005382438159,Iris-setosa
+41,5.105267947966549,3.730371514937753,1.5465266649395426,0.449797634503522,Iris-setosa
+42,5.058872941411628,3.3159991560346262,1.404198030373421,0.2,Iris-setosa
+43,6.3213269283070925,2.906658052700974,5.627897830312978,1.7955534170653682,Iris-virginica
+44,4.493418679430628,2.2987167293956547,1.2863988588179547,0.29710549054308205,Iris-setosa
+45,4.4000005763194885,3.181124012493263,1.309949366462906,0.2,Iris-setosa
+46,6.2691189531614615,2.7991758303914485,5.385726246208717,1.5753204379945107,Iris-virginica
+47,5.1999214655767805,3.389700040528267,1.3886981081738483,0.2,Iris-setosa
+48,6.406990991285378,3.098448125378292,5.488225645993835,1.804702472370556,Iris-virginica
+49,4.601985504370871,3.3264955374365166,1.4019987355868868,0.2,Iris-setosa
+50,5.703099357072478,4.4,1.509765545577944,0.5707341578637553,Iris-setosa
+51,5.896343039636415,3.0135862975462246,5.094841940087788,1.7872966330230013,Iris-virginica
+52,4.871005653793344,2.3880614396926823,3.305031729747729,0.9820154413597444,Iris-versicolor
+53,5.239065959489756,3.5501840573461583,1.5301174634964196,0.2,Iris-setosa
+54,6.394424636728419,2.6998066221387784,5.316941159519013,1.9055789976271513,Iris-virginica
+55,6.728430330746266,3.317870905763602,5.682367109177345,2.0943339500972877,Iris-virginica
+56,5.902417659482159,3.0007830987498885,4.20328518199406,1.4953174540388563,Iris-versicolor
+57,7.699998727326409,2.7719901728442036,6.7,2.0019676856609454,Iris-virginica
+58,6.418413002125341,3.093678953097281,5.487316561690943,1.794836157282638,Iris-virginica
+59,5.1043975221074565,3.3095140965528405,1.80647781986001,0.49805323325271067,Iris-setosa
+60,5.79747754110599,2.6935686728591755,5.098100427934452,1.899853760171384,Iris-virginica
+61,6.407984880569094,3.0961106332111545,5.508586704455465,1.800885530871854,Iris-virginica
+62,5.97898863316134,2.200000313599665,4.982805430784763,1.4994985731394594,Iris-virginica
+63,5.020349588581346,3.602495491865939,1.4161143336228212,0.2,Iris-setosa
+64,7.263095536323574,2.8904538896330285,6.277817679235656,1.788415836152476,Iris-virginica
+65,5.108532327005149,3.79318592396232,1.604051851793117,0.2,Iris-setosa
+66,6.936654879386985,2.998105746752073,5.603411930010315,2.1348573570520935,Iris-virginica
+67,4.4,2.9023911251776653,1.4015143297009234,0.2,Iris-setosa
+68,5.702018479713582,4.4,1.5268247401633712,0.5932996270934052,Iris-setosa
+69,5.525673993193043,2.6452265728908855,4.241233836885717,1.2760770818656506,Iris-versicolor
+70,4.499528167673324,2.3090235266649852,1.300652027075764,0.3153441097493347,Iris-setosa
+71,5.697825897690995,2.5020246166680766,4.996501340191292,2.0004577862190556,Iris-virginica
+72,5.004640680003983,3.2983861238601007,1.400922096751578,0.2,Iris-setosa
+73,5.101577913284211,3.799783525438727,1.5944049778347766,0.2,Iris-setosa
+74,4.880680386583265,2.9740023030095677,1.3900281844720743,0.2,Iris-setosa
+75,7.288664318638726,2.90002173420736,6.2215600157285005,1.8034562803575835,Iris-virginica
+76,4.580276455846086,3.3956348547695154,1.3936946710557452,0.3001148117867814,Iris-setosa
+77,4.598265849671508,3.2062056344488896,1.4026941731583122,0.2,Iris-setosa
+78,6.303376328906649,2.4976810383801773,4.912721846718906,1.5018790289260844,Iris-versicolor
+79,6.3313139451659195,3.430064269616363,5.6006349253947985,2.3957612914384234,Iris-virginica
+80,6.016865442052178,2.200000284352592,4.983881717768845,1.5077620294445206,Iris-virginica
+81,5.183839710820592,3.4039405213790572,1.4034071297291222,0.2,Iris-setosa
+82,4.98842298976283,3.199591979259607,1.198288808950079,0.2,Iris-setosa
+83,5.191486625888698,2.675771690428659,3.9648635858913464,1.3925142023870776,Iris-versicolor
+84,6.693545325506976,3.298155448970497,5.684159146864139,2.1043096997784594,Iris-virginica
+85,6.835030180397526,2.993486726134719,5.534137241837237,2.097366303042118,Iris-virginica
+86,5.00084624436595,3.4981927181254973,1.3435392157678863,0.27782187345293563,Iris-setosa
+87,6.293835861646032,2.822313547087782,5.1321278690286904,1.5118017602802467,Iris-virginica
+88,6.792509730278119,3.002416864561862,5.503659213817858,2.124223316279966,Iris-virginica
+89,5.808607155301908,2.8129757344723094,5.098876047916625,2.412187247912504,Iris-virginica
+90,6.107651499822154,3.0022046930677626,4.6247285271218725,1.3919472911111483,Iris-versicolor
+91,6.308903612331334,2.6986174050868343,4.929730209924049,1.788367463280107,Iris-virginica
+92,6.435599234001727,3.016305709075789,5.485302410648573,1.7990209226034,Iris-virginica
+93,6.778488420597966,3.345508161633374,5.70506916528629,2.5,Iris-virginica
+94,4.901478687246024,3.1315852144680885,1.4960347025522844,0.1,Iris-setosa
+95,7.7,2.8197156257602507,6.7,2.019500694729311,Iris-virginica
+96,7.7,2.8171554296053327,6.7,2.0557432303057634,Iris-virginica
+97,6.4382916483904395,3.081609226750335,5.507461343121314,1.8058553801888668,Iris-virginica
+98,4.903885712701468,2.4050627935549387,3.1748393593629425,1.0395221187177528,Iris-versicolor
+99,7.317801314981914,2.9509346884244834,6.277923848041819,1.8739601160110482,Iris-virginica
+100,5.804039777833597,2.831939229736738,5.108930926210116,2.4026917062515003,Iris-virginica
+101,5.995256996895887,3.399812096698443,4.508055042475635,1.5962959675199453,Iris-versicolor
+102,6.886687951049173,3.199698129358783,5.668733442393318,2.2960728723520187,Iris-virginica
+103,5.996631056255266,3.405091065919454,4.494571232688009,1.6025699974281122,Iris-versicolor
+104,7.2183401150977495,2.980295624278421,6.040423863852685,1.9949618403041276,Iris-virginica
+105,4.995815308908254,3.2036614728726653,1.1997163289889525,0.2,Iris-setosa
+106,7.7,2.8073919036346293,6.7,2.0242428188084935,Iris-virginica
+107,4.619286764375499,3.395243909731202,1.4046117701553578,0.30153150665301665,Iris-setosa
+108,6.424672501739157,2.686088181602038,5.339763476658932,1.9028339334427462,Iris-virginica
+109,5.912148402783348,2.998952198594647,4.156310968532893,1.5122213227169279,Iris-versicolor
+110,5.777132027826237,2.800185459388558,5.142706802920833,2.41235496932155,Iris-virginica
+111,6.348184087170736,2.597318649956115,5.081142482651679,1.9064435371096127,Iris-virginica
+112,5.613985219725304,3.0031999204916167,4.076904704296428,1.3108766887253984,Iris-versicolor
+113,5.58886090194189,2.9949634812999233,4.093994497555289,1.274194511209678,Iris-versicolor
+114,4.872316958512224,3.4563033084778563,1.6227919550829641,0.2,Iris-setosa
+115,5.099232801016655,3.508477390439578,1.39384760111597,0.3034095234177653,Iris-setosa
+116,5.4258133264512,3.4156966709209042,1.9481851672079729,0.2,Iris-setosa
+117,7.7,2.805307866676964,6.7,1.9953774349861446,Iris-virginica
+118,5.04838654668628,3.509771568629205,1.3718523149589361,0.30290052324060335,Iris-setosa
+119,6.338891075068054,2.783939777159024,5.105021591580723,1.4947239353925645,Iris-virginica

iris/tab_ddpm/7_1/13/test.csv

@@ -0,0 +1,31 @@
+,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

iris/tab_ddpm/7_1/13/train.csv

@@ -0,0 +1,121 @@
+,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
+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/7_1/13/val.csv

@@ -0,0 +1,31 @@
+,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

iris/tab_ddpm/7_1/14/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.498203561271195,2.4012040277964903,3.705091939509911,1.0335112045012433,Iris-versicolor
+1,6.40999322680733,2.908482931087587,4.316771278855674,1.2987367196912372,Iris-versicolor
+2,6.235462980180365,2.5102061401236493,4.911129563587,1.4951255357568551,Iris-versicolor
+3,4.926972650088399,2.405206810270325,3.1042629083834394,1.0260623184553412,Iris-versicolor
+4,4.596265160016839,3.394601945394668,1.3699408130403814,0.3027959274725136,Iris-setosa
+5,4.60283098814706,3.6107488527952936,1.0,0.2,Iris-setosa
+6,6.4632032778218935,3.0407192425999616,5.509577528658362,1.8041571444842968,Iris-virginica
+7,6.323349584738929,2.7973351691905197,5.102325796606123,1.512039540273353,Iris-virginica
+8,4.858051706640866,3.3944743541777056,1.39369494182325,0.2,Iris-setosa
+9,5.007619900940428,3.326543262464957,1.4000902603794994,0.2,Iris-setosa
+10,5.809520161429986,2.6955821199446586,4.89729464959073,1.4521606058278225,Iris-versicolor
+11,6.30895228606574,2.7261522301397205,4.912447081936909,1.7730048216426701,Iris-virginica
+12,6.047737428434762,2.9923607496799653,4.545673429174887,1.386167372854297,Iris-versicolor
+13,5.196503809149315,3.500937336219393,1.4993893198260742,0.2,Iris-setosa
+14,5.487830547800303,2.572516662427174,4.349202401286163,1.0573044776533256,Iris-versicolor
+15,4.4,2.897423701423765,1.3990970360104504,0.2,Iris-setosa
+16,6.32780254341649,2.9107587665991583,5.585482906567258,1.7907828447398515,Iris-virginica
+17,5.986392608737967,3.4016318638601866,4.4722870443074925,1.587041090256308,Iris-versicolor
+18,6.012918218275563,3.007362031190048,4.755054807271266,1.8014872974176483,Iris-virginica
+19,7.7,2.811607811562858,6.7,1.994607265284336,Iris-virginica
+20,6.7091044183285,3.3020173537174586,5.702120574878034,2.0914591575911428,Iris-virginica
+21,4.876350475452827,2.3925624914890293,3.216287049871002,0.9858260390333367,Iris-versicolor
+22,5.985203014084341,2.9816454390771066,4.478661184570355,1.3778816924341886,Iris-versicolor
+23,6.786837944669762,3.113394936945622,4.416761548937018,1.3993453616360996,Iris-versicolor
+24,5.216048758468783,3.8450782305089146,1.9411242038541277,0.4564643706614966,Iris-setosa
+25,6.2887105284848355,2.306784189166874,4.420227468497956,1.3030116715007782,Iris-versicolor
+26,6.465078895797372,3.0326793141954647,5.4925693275682,1.8048328216559515,Iris-virginica
+27,6.007419812036861,2.709230208687305,5.116842563353627,1.6006478210680435,Iris-versicolor
+28,6.690823196522796,3.3003002879269423,5.7693417349189735,2.0841083956648294,Iris-virginica
+29,6.0986815194874175,3.001069688761346,4.604371120639804,1.395981737198638,Iris-versicolor
+30,5.8779770583252064,3.004674017753447,4.223269661150797,1.4991096365198975,Iris-versicolor
+31,6.043396857610057,2.2000002971232937,5.025492418803807,1.502403566859024,Iris-virginica
+32,5.78179528348095,2.668949545575075,5.086342528803837,1.9103923878846545,Iris-virginica
+33,6.53679913291518,2.988761783731115,5.439741607867362,1.8001119334667655,Iris-virginica
+34,4.677649251544276,3.2464800351963574,1.4018470467786137,0.2,Iris-setosa
+35,6.3211919848034,2.293586215563441,4.390249007710173,1.295991839365993,Iris-versicolor
+36,6.217392733053218,3.2847843913218213,4.51319495047438,1.533052038877097,Iris-versicolor
+37,5.12112557597105,3.565322882770571,1.4376589779650903,0.3552600170094259,Iris-setosa
+38,6.726452450787384,3.298326341285095,5.690365559372961,2.1349095980223654,Iris-virginica
+39,6.716382374203033,2.9951806958995766,5.492829281370099,2.1189512461030247,Iris-virginica
+40,5.189781301423623,3.40591103348785,1.4009095341003723,0.2,Iris-setosa
+41,6.098803659459522,2.606457211803891,5.601163555768304,1.4092909272817649,Iris-virginica
+42,5.08192541320325,3.7415861174079192,1.6240516535627163,0.2,Iris-setosa
+43,5.951104041054894,2.2,5.010263382538757,1.4978660467623,Iris-virginica
+44,5.3929168040059094,3.8918508049898444,1.7146351826325332,0.39136455835751116,Iris-setosa
+45,5.5099762435428135,2.6053573264564793,4.42358337381423,1.1877069614025269,Iris-versicolor
+46,5.539548701962082,2.6226395655595227,4.37956993600136,1.2597238934470514,Iris-versicolor
+47,6.328480627786761,2.9081757908927144,5.596224690580979,1.7840405001895023,Iris-virginica
+48,6.287529746882487,2.5023939875684795,5.0058868365875595,1.8902395498820528,Iris-virginica
+49,6.292081933669919,2.2983062651801647,4.3806293611630505,1.306066850021849,Iris-versicolor
+50,4.983029096130694,3.5792856990508666,1.3884224114190848,0.2,Iris-setosa
+51,4.6203426161360595,3.4437772843454044,1.4006218855527106,0.2977850058956803,Iris-setosa
+52,4.4,2.9053281787558687,1.4098109638536165,0.2,Iris-setosa
+53,6.625455866298367,3.01111829274983,4.386725343311579,1.3948337458057467,Iris-versicolor
+54,4.996197812303235,3.596586996527249,1.3754177280030218,0.2,Iris-setosa
+55,5.050344904382988,3.5423703767568053,1.4097264479767089,0.3215052194882884,Iris-setosa
+56,5.474738391605031,2.603637617442606,4.384835289921755,1.1398853855111968,Iris-versicolor
+57,5.731359388932528,2.5435028551811705,5.031292668609928,1.995179836079023,Iris-virginica
+58,4.992088009131785,3.299525563363408,1.400530454077545,0.2,Iris-setosa
+59,5.38079938904628,3.9009575872445894,1.8988167227603687,0.39179313503970825,Iris-setosa
+60,7.699998215554503,2.7861872050521233,6.699998105514507,1.9773687512506066,Iris-virginica
+61,6.02205700851675,2.9866857207440667,4.823233133099302,1.8048226622142682,Iris-virginica
+62,6.678378574118694,3.0987445773911007,4.411707658589369,1.3964024537921018,Iris-versicolor
+63,5.4389798226826125,2.9758570399831195,4.440856352721189,1.4944427994211604,Iris-versicolor
+64,5.8967105194436265,3.207137865015209,4.76778718447528,1.804778036214776,Iris-versicolor
+65,5.5170867721193355,2.6063823611680803,4.326928310102456,1.2104518119578174,Iris-versicolor
+66,5.782872596359338,2.711438825817804,5.08373997435612,1.900989290676454,Iris-virginica
+67,6.701861071381426,3.2978650858560945,5.739929627478535,2.080855631811193,Iris-virginica
+68,5.47956270399356,2.4004413820586423,3.746053008332442,1.0798261098535027,Iris-versicolor
+69,5.62848278765616,2.689053119883245,4.196281301681902,1.3010137874871202,Iris-versicolor
+70,6.689851257509088,3.296631699610575,5.660985567203829,2.0977026485417385,Iris-virginica
+71,5.503228970460354,2.391576290566017,3.712401933924152,1.072527890954884,Iris-versicolor
+72,4.929776105128186,2.427835415446684,3.2835274204952754,1.0358851464693863,Iris-versicolor
+73,5.180566207390429,3.4837793502374064,1.5010158131651818,0.2,Iris-setosa
+74,6.923311027636852,3.202967345415598,5.691148781745067,2.2900600728329583,Iris-virginica
+75,4.606208919922256,3.2050401928950727,1.3809397012060731,0.2,Iris-setosa
+76,4.8673238230260925,2.973402879890734,1.4041300500916538,0.2,Iris-setosa
+77,4.997755441638687,3.499241316533141,1.3064448532351642,0.3011220679882025,Iris-setosa
+78,4.4,2.907951981550407,1.4009461460921677,0.2,Iris-setosa
+79,7.699998976969923,2.7844560070531084,6.7,1.9976841773862357,Iris-virginica
+80,5.098460178546388,3.845653811061354,1.5999227668213074,0.2,Iris-setosa
+81,4.588747960947403,3.603496479568374,1.0,0.2,Iris-setosa
+82,5.002985643538824,3.499084001504759,1.2967451038511335,0.29834305601088573,Iris-setosa
+83,5.909217608156266,2.9937651538033707,5.090260514085011,1.7976671543678364,Iris-virginica
+84,5.109744463938421,3.793264176699687,2.0508010944974897,0.4131869016322147,Iris-setosa
+85,6.075243644569704,3.3603529710967743,4.49466798107253,1.585501063650954,Iris-versicolor
+86,5.984637507631334,2.7055815286849625,5.087430833004536,1.6025916897512191,Iris-versicolor
+87,5.217728360199517,3.422367729294824,1.398370235335467,0.2,Iris-setosa
+88,4.4,2.8859314548860024,1.4077750983531347,0.2,Iris-setosa
+89,5.082078839552593,3.5057966072196947,1.3712567447340795,0.323933380329288,Iris-setosa
+90,5.795500283452495,2.644836122506792,5.0538931501386894,1.9236372659524088,Iris-virginica
+91,6.261360741269914,3.404308853449284,5.589339035879228,2.3948671818508878,Iris-virginica
+92,5.443027713368145,2.5234345353074867,4.013685916909051,1.1822675728244212,Iris-versicolor
+93,4.9818126953861,3.501485396139227,1.3028607776259755,0.2869449331128536,Iris-setosa
+94,6.046368277288474,3.016460809126796,4.439802334070599,1.4682606635920838,Iris-versicolor
+95,5.13050675303551,3.8230176780334433,1.6144220818911683,0.2808676946766344,Iris-setosa
+96,6.32985255069981,2.29558741206189,4.414025950207874,1.2880265185348936,Iris-versicolor
+97,5.905231613375404,3.0090988395094524,5.107262304376891,1.7957858462050045,Iris-virginica
+98,5.99887410632945,2.699877789318254,5.146179746787319,1.6081366242367607,Iris-versicolor
+99,6.3127852260792015,2.797942503893546,5.101762240379063,1.4953640308094922,Iris-virginica
+100,4.905467255223539,3.1150320589991605,1.5197998209757277,0.1,Iris-setosa
+101,5.102813108885571,3.7960334261729507,2.052247674042711,0.3991448065574641,Iris-setosa
+102,5.178439042275647,3.381047344313276,1.4004431520684597,0.2,Iris-setosa
+103,6.008413646723081,3.3785386831776365,4.511760544843817,1.5887353735789325,Iris-versicolor
+104,6.001246583892121,2.9970712525085226,4.786602345855424,1.806300930482437,Iris-virginica
+105,6.76694470027266,2.998686390167318,5.467037305542601,2.084581943434299,Iris-virginica
+106,4.61224728030424,3.188403437798183,1.375900419861258,0.2,Iris-setosa
+107,5.102957626365112,3.443064633374059,1.4663699491328481,0.2,Iris-setosa
+108,5.2087829789478945,2.6772697564332395,3.8582683493436125,1.3927694777122313,Iris-versicolor
+109,5.981028929618688,3.3709589304942686,4.510171912421347,1.6081017914330726,Iris-versicolor
+110,5.698226047759463,2.8791731299411323,4.164094623880861,1.3075209100357559,Iris-versicolor
+111,6.29828266320457,2.8860179514251616,5.68386319932032,1.814802212342956,Iris-virginica
+112,6.427669299955705,2.7154726676977385,5.3052879814088385,1.8960130157970108,Iris-virginica
+113,4.646232184777681,3.4337893939617077,1.388729326930802,0.2800016634785735,Iris-setosa
+114,5.106896029462929,3.5255957434618614,1.4090087367793631,0.2,Iris-setosa
+115,5.1640066709323165,2.6692908313992416,3.8144659184169587,1.4004559475017562,Iris-versicolor
+116,4.62682055579878,3.403507625755644,1.4015710918755089,0.3033928186534931,Iris-setosa
+117,4.974533470296279,3.596093720538814,1.3811628403881075,0.2,Iris-setosa
+118,6.451913745225412,3.037073484561465,5.480228168037771,1.8115223109556247,Iris-virginica
+119,6.6851567050725915,3.259357695974167,5.58341826575431,2.5,Iris-virginica

iris/tab_ddpm/7_1/14/test.csv

@@ -0,0 +1,31 @@
+,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

iris/tab_ddpm/7_1/14/train.csv

@@ -0,0 +1,121 @@
+,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
+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/7_1/14/val.csv

@@ -0,0 +1,31 @@
+,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

iris/tab_ddpm/7_1/15/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.614027794890426,2.9906551537354384,4.131300154957107,1.3048091674830278,Iris-versicolor
+1,6.369084709458116,2.88328974683343,4.270600540996279,1.2901041521718841,Iris-versicolor
+2,4.809556827543436,3.3956351624255015,1.5970503540243888,0.2,Iris-setosa
+3,4.898749366095223,2.4073785713796996,3.4183173249155314,0.9424330708112619,Iris-versicolor
+4,4.886190788578189,3.094168587020764,1.4893435893050746,0.1000001184754112,Iris-setosa
+5,5.5534232233688225,2.652624633101879,4.265397169359266,1.282608158568972,Iris-versicolor
+6,5.866482453181387,3.0074965625050174,4.215277583669017,1.5094336126014414,Iris-versicolor
+7,6.280508153750993,2.300916007406248,4.3833742094659955,1.3050372483997037,Iris-versicolor
+8,7.7,2.80697028562893,6.7,1.990548436183667,Iris-virginica
+9,7.301588786718948,2.9001621306260654,6.3189490044572665,1.7970586363048078,Iris-virginica
+10,5.112336192097412,3.766865973136182,1.633898144712515,0.4798543516302144,Iris-setosa
+11,6.2760644554140175,2.7096756424532664,4.871172689094603,1.7950567052811472,Iris-virginica
+12,4.878643518490232,3.094246632832661,1.4913743185172332,0.1,Iris-setosa
+13,6.881215275953978,3.203021864872862,5.74417821622927,2.25641020832001,Iris-virginica
+14,7.6999988971229545,2.784005586949509,6.699998951236701,1.987526019284089,Iris-virginica
+15,5.001236099089538,3.602045175851003,1.3744211802955553,0.2,Iris-setosa
+16,5.127405661510995,2.5009601620896778,2.9570277094218884,1.0619117954822874,Iris-versicolor
+17,5.608105789925941,2.9278843588077352,4.085672660978663,1.3126227550538716,Iris-versicolor
+18,6.203790287839342,2.647165924478122,5.501524630762978,1.4642699522988645,Iris-virginica
+19,5.411473162620153,3.8930869183964165,1.305926581722094,0.4094451382579427,Iris-setosa
+20,5.3801010751366345,3.891646295759469,1.9537908868513052,0.46785730693710514,Iris-setosa
+21,5.991475113767066,2.7069279164246955,5.095633741392807,1.596732460399232,Iris-versicolor
+22,5.535704469701734,2.4148257251788734,3.6247977933545896,1.1301743257078707,Iris-versicolor
+23,6.698733793063623,2.9959194187706153,5.011565707668665,1.7039888584320646,Iris-versicolor
+24,6.305879449579469,2.6698750801575613,4.90912922787363,1.799002660252901,Iris-virginica
+25,5.499791950577713,2.3901453600436957,3.6059042155107672,1.1046366315540004,Iris-versicolor
+26,4.79219546020541,3.4004404419764596,1.6063638850514157,0.2,Iris-setosa
+27,5.922858605694064,3.263167228910199,4.700399379822913,1.7293059574098737,Iris-versicolor
+28,6.9126964156683774,3.177573958483057,5.709146514564165,2.2797233773155554,Iris-virginica
+29,5.878321059412195,3.2090384787736292,4.760240391058527,1.809803179697484,Iris-versicolor
+30,5.378411800558448,3.8839714926996187,1.686599666879728,0.3699790099212311,Iris-setosa
+31,4.503472055151873,2.3039793005300298,1.3084845672807437,0.3143245632132268,Iris-setosa
+32,5.483535351922002,4.211964520066107,1.3879106226752296,0.2,Iris-setosa
+33,4.885241270185269,3.110477723161845,1.4886244670251658,0.10000019894766071,Iris-setosa
+34,6.110454565707707,2.601632913707456,5.588093779463728,1.433954145822438,Iris-virginica
+35,4.606688587309489,3.599572069626218,1.0000005264306522,0.2,Iris-setosa
+36,5.044153890281452,3.494248754100492,1.3405131258026486,0.28644553094564057,Iris-setosa
+37,6.505885228700746,3.0127808709000075,5.524766897107941,1.786136789447179,Iris-virginica
+38,5.060020262455122,2.488479067712599,3.067243648357583,1.2130951507405197,Iris-versicolor
+39,6.4809124409192735,3.0014991301741474,5.489717351210799,1.8056160264877361,Iris-virginica
+40,4.905600166106567,3.009050133094727,1.3761045631579316,0.2,Iris-setosa
+41,4.8827256006525905,2.3950823456707,3.7107061158541574,1.0268013928527528,Iris-versicolor
+42,5.995881760371174,3.3700484259196273,4.538658892670626,1.6090179566813931,Iris-versicolor
+43,5.823130365287754,2.727639418720343,5.097214249494837,1.8966480676099104,Iris-virginica
+44,6.410482367873649,2.7467138049815203,5.402456869930215,1.889195247470455,Iris-virginica
+45,7.699998550002213,2.7839635783038257,6.699998435157082,2.0101733582935024,Iris-virginica
+46,6.475933853160331,2.9287631558766587,4.342405055449054,1.3389940583115474,Iris-versicolor
+47,5.803485182792367,2.8068814236277766,5.1159436223136066,2.400275947519126,Iris-virginica
+48,6.3839187176334855,3.2132180115989537,4.501198003448045,1.5050564511646538,Iris-versicolor
+49,5.063868793855922,2.4873158748418494,3.01920410264019,0.993568579770701,Iris-versicolor
+50,7.69999852650158,2.8209113057520168,6.699998645057268,1.998891356817743,Iris-virginica
+51,4.4000005791767185,2.9026531024346416,1.4035515000855343,0.2,Iris-setosa
+52,5.224074575655387,3.4112969849417882,1.3960304413763533,0.2,Iris-setosa
+53,7.699998606492629,2.8112361158145274,6.699998964880343,2.0116777889401405,Iris-virginica
+54,5.658228654724182,4.4,1.4907915534647687,0.3825125670500228,Iris-setosa
+55,5.019671101262143,3.4982425246126927,1.315632666266926,0.29759956158885653,Iris-setosa
+56,6.463647956876687,3.1896459322178092,4.4643143721805725,1.4886428547727815,Iris-versicolor
+57,5.408429212473672,3.3938372110385964,1.7029562159020482,0.2,Iris-setosa
+58,6.255728026374636,2.3398345048324587,4.481168949173412,1.3426268950986915,Iris-versicolor
+59,5.787380287224028,2.799882449614533,5.097454333467771,2.4091295892281996,Iris-virginica
+60,6.288232797536824,2.489617184553774,4.863930964769438,1.4940205655262366,Iris-versicolor
+61,4.994363853895767,3.5890343886503566,1.4004543239617766,0.2,Iris-setosa
+62,5.80632876645835,2.758578249864695,5.13228224907848,1.8881816397124134,Iris-virginica
+63,6.403632740004081,3.0861888987478117,5.502834979644356,1.8033140676741208,Iris-virginica
+64,5.7031439204661325,2.4911111064151576,5.008881762554131,2.0150605078963917,Iris-virginica
+65,6.297968265395091,2.783476833985025,5.083790119323762,1.5077457317457332,Iris-virginica
+66,7.7,2.7963881365887424,6.7,1.9934900922253802,Iris-virginica
+67,7.699998592490227,2.7712314492037313,6.6999985904422505,1.993672550520628,Iris-virginica
+68,5.4238429745329615,3.3921315921041324,1.842174663163432,0.2,Iris-setosa
+69,6.114917124588699,3.284173822647258,4.570093651625954,1.5924132298162932,Iris-versicolor
+70,6.131252244386429,3.0097816909970465,4.539287476639266,1.4064448315541784,Iris-versicolor
+71,6.020476856286434,2.7032713186296555,5.132112518600681,1.6104168154146925,Iris-versicolor
+72,6.563198701419063,3.3514385248077576,5.693260736675544,2.280412154896359,Iris-virginica
+73,6.289102285923909,2.484136167207396,4.852969074581889,1.488882186873898,Iris-versicolor
+74,6.72858144659788,3.305141175034759,5.648245421691834,2.5,Iris-virginica
+75,6.742849817787208,3.321849658303591,5.674127026577966,2.5,Iris-virginica
+76,4.4,3.218941817948922,1.2907968028106869,0.2,Iris-setosa
+77,6.00454547069495,3.399001805639002,4.5244686864879355,1.6150915888324986,Iris-versicolor
+78,7.247917026680582,2.8907399250165233,6.265623723753464,1.8117307689868247,Iris-virginica
+79,5.665504771579067,4.39999919547426,1.491760946756473,0.44890065190455103,Iris-setosa
+80,5.500309330484195,4.204757962496428,1.4012281555969996,0.2,Iris-setosa
+81,6.096096648001246,2.765528174802018,5.347706908922389,1.8567485560973538,Iris-virginica
+82,6.466633439341536,3.0075291690932437,5.460482514889464,1.807417958423229,Iris-virginica
+83,6.3009148146738925,2.46915921926738,4.840216439848909,1.4893289746873388,Iris-versicolor
+84,5.4641361049585795,3.0055013817469574,4.530206141640078,1.5042791297249196,Iris-versicolor
+85,6.337959392800086,3.3919622505407125,5.637008201576092,2.388203394221527,Iris-virginica
+86,7.7,2.7915996534865735,6.699998960591219,2.009432675161909,Iris-virginica
+87,5.65354059137709,4.399999092138152,1.4885962307820577,0.38302931961066855,Iris-setosa
+88,6.769806472616034,3.306359686159808,5.722730700947338,2.5,Iris-virginica
+89,6.006768761105117,2.69238949969064,5.134297018271059,1.6067425238241215,Iris-versicolor
+90,5.09775669108863,3.771512478266053,1.6454267233943352,0.3971699271605369,Iris-setosa
+91,6.488152609739647,2.9996275670001706,5.4953953513202585,1.7876727200398492,Iris-virginica
+92,5.41529084956464,3.921875489536341,1.300143219184392,0.4311741383115634,Iris-setosa
+93,6.324871540255856,2.9522382633694195,5.5133278587401024,1.8222964686250653,Iris-virginica
+94,4.601888949236088,3.6292748781433453,1.0000004919103573,0.2,Iris-setosa
+95,5.703408145266219,4.399999173383859,1.51360784484664,0.39029312981623315,Iris-setosa
+96,4.983735661685667,3.457061030855715,1.3028536350680282,0.2889548828368023,Iris-setosa
+97,5.497751670539937,2.4065001349924624,3.8279414635731195,1.152314795939175,Iris-versicolor
+98,5.705612814557597,4.4,1.4989444568848262,0.46289476627319937,Iris-setosa
+99,4.604898889724988,3.170832338181865,1.4069702244775315,0.2,Iris-setosa
+100,6.310637800826278,2.519128518859903,5.019689577492446,1.8925026208224245,Iris-virginica
+101,5.604837731110577,2.6817411911536326,4.180112704879433,1.2974337879296542,Iris-versicolor
+102,5.117116915396509,3.2969133989761437,1.8233223759503576,0.444943044828013,Iris-setosa
+103,5.978115750209912,2.7053018144698586,5.0826342673244955,1.588153684860985,Iris-versicolor
+104,5.67026327968749,4.399999094012644,1.5001122962709192,0.3736422292270086,Iris-setosa
+105,6.716649052968076,2.9952837488785815,5.017301128791497,1.7145713735572201,Iris-versicolor
+106,6.642731226069693,3.302689895838743,5.674693427341906,2.2135633985445855,Iris-virginica
+107,4.5781021569437925,3.6533602432396273,1.0,0.2,Iris-setosa
+108,5.204927732900379,3.5115275198619464,1.5025679578208593,0.2,Iris-setosa
+109,6.766222817767793,3.2372675028117337,5.76615924596632,2.2318386688479106,Iris-virginica
+110,6.385257551050787,2.8735470356963475,4.279154948227947,1.2883287726019448,Iris-versicolor
+111,5.805313210899935,2.820570116639374,5.096015763083742,2.4031961783527436,Iris-virginica
+112,6.282286274997617,2.4930172034136917,4.9043197264271745,1.5089979468069188,Iris-versicolor
+113,6.007444154317684,3.4175145137090053,4.532920484121117,1.6145975902798468,Iris-versicolor
+114,5.498870558031703,2.410880996783912,4.03649788617949,0.9490345605411615,Iris-versicolor
+115,5.494114900197138,2.3859423454406095,3.716780885854601,1.0184938880993282,Iris-versicolor
+116,7.7,2.7573332918437217,6.7,2.0518244737820535,Iris-virginica
+117,6.100574423155327,2.5973318580071383,5.649472131698072,1.393110471342514,Iris-virginica
+118,5.11589100008111,3.8211338620892463,1.9018021234232019,0.4376510513531014,Iris-setosa
+119,4.498980698978232,2.304279160714467,1.3070763117267217,0.30330391404860735,Iris-setosa

iris/tab_ddpm/7_1/15/test.csv

@@ -0,0 +1,31 @@
+,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

iris/tab_ddpm/7_1/15/train.csv

@@ -0,0 +1,121 @@
+,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
+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/7_1/15/val.csv

@@ -0,0 +1,31 @@
+,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

iris/tab_ddpm/7_1/16/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,4.88767940760661,2.9957033525557546,1.3796040324495853,0.2,Iris-setosa
+1,5.467769033844211,3.0025215877022924,4.491048879000457,1.5113690626862375,Iris-versicolor
+2,6.8381224452567135,3.0097241685079914,5.520920972885317,2.116758032967541,Iris-virginica
+3,6.692479326968109,3.0544314296962987,4.820617847013242,1.5697891937747774,Iris-versicolor
+4,6.662895904394477,3.2550495098623515,5.671139094233966,2.499999341268394,Iris-virginica
+5,5.785484960266981,2.719002933156727,5.117661679895112,1.8966719106653724,Iris-virginica
+6,6.682050294797857,3.1067446024702625,4.426773244837695,1.400496448368285,Iris-versicolor
+7,4.892109824064792,3.028731978366549,1.403709563984547,0.2,Iris-setosa
+8,4.635794459161698,3.4264773373692834,1.3941549587966489,0.32742416228287263,Iris-setosa
+9,5.150486345340675,3.436603255175808,1.4883989324891902,0.2,Iris-setosa
+10,4.99418013462562,2.455004742181884,2.9317495381995835,0.9849331606481583,Iris-versicolor
+11,6.696082376957986,3.2967607988947427,5.687950316160522,2.499999468391246,Iris-virginica
+12,5.999872795424193,2.200000313587048,4.966111312181339,1.50026931394765,Iris-virginica
+13,5.417986774399332,2.997608262398359,4.482674103916148,1.497322651811479,Iris-versicolor
+14,4.967870525408861,2.4274719491079852,3.124450586124904,0.986032027906974,Iris-versicolor
+15,5.037231495728572,3.313647139612097,1.4026706073367734,0.2,Iris-setosa
+16,5.575537653953744,3.0015033465455097,4.179337078193488,1.3448572971860027,Iris-versicolor
+17,5.7874858509652425,2.700982221676315,5.099084527765806,1.8973575968153902,Iris-virginica
+18,5.564756044235348,2.676136671166937,4.253844475967032,1.2875375235386934,Iris-versicolor
+19,4.4,3.1825800601547374,1.2983400576203121,0.2,Iris-setosa
+20,5.504538211007683,2.3973357036857763,3.606292208644272,1.0828245988368579,Iris-versicolor
+21,4.949378494126883,2.4365374780397433,3.2651948746594397,1.0150322377499998,Iris-versicolor
+22,5.104950613248551,3.7754762482171182,1.6909516961569369,0.402954369402368,Iris-setosa
+23,5.8052772079250525,2.7054403052659635,5.102691910747334,1.9000774939938618,Iris-virginica
+24,5.310027670529996,3.756071859026516,1.4967898192614588,0.2,Iris-setosa
+25,5.889228085390744,3.0033016773631256,4.172610552256045,1.4949209457636659,Iris-versicolor
+26,4.4,3.2088722427998904,1.2852795106544708,0.2,Iris-setosa
+27,6.695736373729901,3.0887675188789845,4.395763761465763,1.3968983076619708,Iris-versicolor
+28,5.2900686243718775,3.6006602450657508,1.4981671223867887,0.2,Iris-setosa
+29,6.4136465945286805,3.0583124928186574,5.502624611668666,1.8184207709276845,Iris-virginica
+30,5.803707952407267,2.727000828251507,5.099169407268307,1.9034422547670462,Iris-virginica
+31,5.086920465680644,3.7790716482871627,1.6114283653811126,0.2,Iris-setosa
+32,4.4,2.9157673396634363,1.393055873284928,0.2,Iris-setosa
+33,6.75316188606859,3.2447757525527035,5.685526366627978,2.198463157018447,Iris-virginica
+34,6.404123034658191,3.013626743603963,5.494146932957592,1.7884684323174271,Iris-virginica
+35,5.487007524759866,2.605612567734302,4.371980376541373,1.2331137923468116,Iris-versicolor
+36,6.2959558694682825,2.7854833390446467,5.111568701760687,1.484476849808882,Iris-virginica
+37,4.5863424192070505,3.6034759633719076,1.0000003823433208,0.2,Iris-setosa
+38,4.6120476908356,3.2120435057087997,1.3848821854266984,0.2,Iris-setosa
+39,5.117154532676627,2.4888955132654518,3.3280645399544193,1.147818829589057,Iris-versicolor
+40,5.105350137343272,2.49474931220461,3.0418314142316163,1.0850302679619888,Iris-versicolor
+41,5.919552263825734,2.998649337722678,4.187658615120551,1.4973587308016387,Iris-versicolor
+42,6.800937575765722,3.0018571615696445,5.479064922487245,2.078803888616586,Iris-virginica
+43,5.8098472509615915,2.7958212225450056,5.109817461713111,2.3463535474460326,Iris-virginica
+44,7.7,2.7334411784410433,6.7,2.08652903969121,Iris-virginica
+45,5.901407966375832,3.217426408704502,4.8006113575349865,1.793052548961151,Iris-versicolor
+46,7.6999990734630845,2.8290546642163665,6.7,1.9867580166325067,Iris-virginica
+47,4.817815616883908,3.4061053691298677,1.6004239386968573,0.2,Iris-setosa
+48,5.495320041630229,2.39871377314707,3.8295733257536657,1.0654013915134108,Iris-versicolor
+49,5.107071573667222,3.302035593686888,1.8170431415675532,0.5371576891656678,Iris-setosa
+50,7.699998720308185,2.810506229953287,6.7,1.9898582642030762,Iris-virginica
+51,5.993413373696062,2.200000321541271,4.991710980333338,1.4857748484896611,Iris-virginica
+52,4.728985568395537,3.3364972328527256,1.4741754979301969,0.2,Iris-setosa
+53,5.792363056717973,2.7068079943566365,5.097819587115054,1.8952522781071712,Iris-virginica
+54,5.00119799401676,3.4346206218416215,1.384110403406768,0.2,Iris-setosa
+55,6.731874787911968,2.9936759004776192,5.012970708633446,1.7030400074684977,Iris-versicolor
+56,5.139520209932708,3.36801910959962,1.4034207426137517,0.2,Iris-setosa
+57,5.985340345620368,3.4266621652844904,4.52844010239996,1.5802173647670392,Iris-versicolor
+58,6.00235944128469,2.2,4.992865288210183,1.5069118236179115,Iris-virginica
+59,5.888962253610815,2.991413059730152,5.091328445839976,1.797491644259523,Iris-virginica
+60,6.040167437299686,2.9694079811450864,4.90403881825931,1.788398305090005,Iris-virginica
+61,5.48017680530458,2.408360972127005,3.6737399070087013,1.0374892653552688,Iris-versicolor
+62,6.717082703831631,3.2989466248679604,5.660314415916452,2.5,Iris-virginica
+63,5.799182879754776,2.709710782877051,5.097773352077132,1.8884737416373663,Iris-virginica
+64,5.889024887602535,2.993193660232058,5.09730909352517,1.811245813675721,Iris-virginica
+65,4.590497633537744,3.6043620994940113,1.0000003910872972,0.2,Iris-setosa
+66,5.1179551536015095,3.451410056819499,1.400519194070377,0.2,Iris-setosa
+67,6.303392078520405,3.215791497395904,4.517119868109621,1.4979760448942923,Iris-versicolor
+68,6.309725597187409,2.7269992643572625,4.850394011284761,1.7679598208053433,Iris-virginica
+69,6.09003580225306,2.599325412082964,5.616386692878297,1.390845773718606,Iris-virginica
+70,5.070543777044067,3.3905261201919425,1.4994483330285129,0.2,Iris-setosa
+71,6.226847934339963,3.429272617272755,5.645303650348473,2.4006335583618146,Iris-virginica
+72,5.103218038319546,3.793233659586748,1.6193360749918502,0.2,Iris-setosa
+73,5.475618304438505,2.411890933815645,3.631440985490899,1.1000292270112046,Iris-versicolor
+74,5.477967941308807,2.395543393542857,3.8064839871966907,1.0563292169783085,Iris-versicolor
+75,5.109820166257068,3.398101289845167,1.5034902658071472,0.2,Iris-setosa
+76,5.875961151075379,2.811046850811862,5.106469550892203,2.401561203004086,Iris-virginica
+77,5.323313013789343,3.618583015412011,1.5207117391111764,0.2,Iris-setosa
+78,5.821988224173942,2.805680152877952,5.107145588500964,2.3985089278728964,Iris-virginica
+79,5.8009788305088,2.7113922836911986,5.088972245313645,1.880098044232146,Iris-virginica
+80,4.893237074908889,2.408435661589924,3.192199539414257,1.0187128711985323,Iris-versicolor
+81,6.634119530533992,3.106971249372051,4.4137668449360525,1.4242213286038523,Iris-versicolor
+82,7.240752996382902,2.9241376744797734,6.196210938702273,1.848477047376764,Iris-virginica
+83,5.025016388442668,3.3249324180152837,1.4018485366666888,0.2,Iris-setosa
+84,5.417082707425766,3.9181459429546788,1.288468188717727,0.4199467489289335,Iris-setosa
+85,6.068466762253415,2.995372088481685,4.580096207838996,1.3974350030563878,Iris-versicolor
+86,5.10127390789332,3.806272690751681,1.600658621704826,0.2,Iris-setosa
+87,5.310653447888259,3.707067777254494,1.5113716347092843,0.2,Iris-setosa
+88,5.899932680157841,3.0008331562924444,5.108488814769529,1.8189925698941622,Iris-virginica
+89,4.635109127532082,3.5760808445820387,1.0000004660448811,0.2,Iris-setosa
+90,6.6934144446335,3.099490133880567,4.394567815209697,1.3852281860077849,Iris-versicolor
+91,4.591542620792369,3.20200082189801,1.3773636672477614,0.2,Iris-setosa
+92,5.629309932824365,4.399999249691093,1.5055064296388494,0.36678327716105524,Iris-setosa
+93,5.5801243586595115,2.994033383026782,4.119771373872856,1.295323234435375,Iris-versicolor
+94,7.068625847273988,3.0094905685322018,5.843442805399876,2.1142326847021327,Iris-virginica
+95,5.991242955684617,3.4304869548835373,4.538324780228573,1.6481153405154605,Iris-versicolor
+96,7.6999987988611265,2.787772726795198,6.699998612425965,1.999616625693713,Iris-virginica
+97,5.661436735553298,2.7872091035025566,4.187134742073432,1.3391287971665324,Iris-versicolor
+98,4.91203036681171,3.0111906843563747,1.3999197921105708,0.2,Iris-setosa
+99,5.003382735471086,3.307023408299564,1.376583088876145,0.2,Iris-setosa
+100,5.796990303672809,2.6856109247228432,5.090660666540712,1.9004701664867416,Iris-virginica
+101,5.09800937285534,3.383267990132431,1.4825483865257836,0.2,Iris-setosa
+102,4.496391986173338,2.298045611871582,1.3023375303846216,0.27532904694312044,Iris-setosa
+103,5.218786964907321,3.4214554524315157,1.5825761052753453,0.2,Iris-setosa
+104,5.409935697772875,3.415512753781909,1.6613015499190613,0.2,Iris-setosa
+105,6.699378956372246,3.0040649848767664,4.998365833136428,1.707012306937383,Iris-versicolor
+106,5.591258832216228,2.7227751035333285,4.223768072640365,1.2845495625501069,Iris-versicolor
+107,5.581455491076777,3.0010935419115543,4.498798288168667,1.4991399911496803,Iris-versicolor
+108,6.641741774969643,3.0337649683716807,4.396179424970429,1.406707825370141,Iris-versicolor
+109,4.400000515583823,3.1968931235641094,1.3037467299688479,0.2,Iris-setosa
+110,6.284559655461745,2.88650191814245,5.608745632342053,1.8090550333657605,Iris-virginica
+111,5.33757107658148,2.9812260049733275,4.456106243888483,1.4931274927832465,Iris-versicolor
+112,6.67873291454969,3.3053045706274067,5.698329395927606,2.5,Iris-virginica
+113,6.271407332126272,3.415801186456943,5.641700388205759,2.404736706640678,Iris-virginica
+114,4.4,2.890812636132503,1.40373805913605,0.2,Iris-setosa
+115,5.147431309527551,3.803145005719608,2.029615657012202,0.4269045236593672,Iris-setosa
+116,4.609649527422284,3.2593554527671293,1.4032355161560421,0.2,Iris-setosa
+117,6.934715887780016,3.190458062245861,5.753559195392348,2.2859193646394087,Iris-virginica
+118,5.24166984469434,2.8690580155194563,4.161086064609519,1.4424787047591372,Iris-versicolor
+119,6.569807168587403,3.1524160133843617,4.453129140601458,1.4618833639648994,Iris-versicolor

iris/tab_ddpm/7_1/16/test.csv

@@ -0,0 +1,31 @@
+,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

iris/tab_ddpm/7_1/16/train.csv

@@ -0,0 +1,121 @@
+,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
+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/7_1/16/val.csv

@@ -0,0 +1,31 @@
+,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

iris/tab_ddpm/7_1/17/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.090261265087999,2.504061970818336,3.159591691687944,1.1234474339100489,Iris-versicolor
+1,6.425965737877135,3.1930688651494075,4.537246952252695,1.491401927632244,Iris-versicolor
+2,5.369011504543715,3.881684414745064,1.682840930574017,0.3914607472374676,Iris-setosa
+3,5.193398453590404,3.451508924060641,1.465577735318387,0.2,Iris-setosa
+4,6.422923355751792,3.086172808817992,5.503772849217392,1.8123034497060835,Iris-virginica
+5,4.597457680081494,3.5933764607707355,1.0000007039989822,0.2,Iris-setosa
+6,5.204474524933611,2.492732255255244,3.1121635331226662,1.1266548075511,Iris-versicolor
+7,5.912142645097051,2.8047751998471293,5.271846947264102,1.876181200331132,Iris-virginica
+8,5.092036946294379,3.746539253580426,1.5951006655105409,0.418771951211408,Iris-setosa
+9,6.286295358695453,2.879248484080416,5.607432312627394,1.7912169198388788,Iris-virginica
+10,5.999683635643408,2.200000281316872,5.0005139622517385,1.50785897090751,Iris-virginica
+11,6.292673033890126,2.880959708060056,5.6498698258369195,1.8079775153946358,Iris-virginica
+12,6.444256015862524,3.191654471032619,4.496632103595703,1.482674988343464,Iris-versicolor
+13,6.429617955147792,3.0731851111999386,5.492461534647077,1.7834072791900044,Iris-virginica
+14,6.466954973552373,3.014226217716139,5.502570738376729,1.793367037715771,Iris-virginica
+15,4.582958499648801,3.2092431108640542,1.3941799992970494,0.2,Iris-setosa
+16,6.288906310331924,2.708599113325589,4.9219095166527875,1.8063088112697947,Iris-virginica
+17,7.699998663864243,2.7801486999603218,6.699998927151584,2.0657832089069683,Iris-virginica
+18,5.705363113652849,4.4,1.5184247256091192,0.503612794491072,Iris-setosa
+19,5.236558838474443,2.7402222662099756,4.032165732586739,1.4069390078721074,Iris-versicolor
+20,6.013594209474637,3.0040293826409483,4.746759414124188,1.8069479967237099,Iris-virginica
+21,6.686875504986129,3.3088081192713177,5.674773302025686,2.49999920115609,Iris-virginica
+22,5.093946814754528,3.753093818428183,1.5859370661896097,0.49439696192265636,Iris-setosa
+23,4.593082661943443,3.6090990457492174,1.0000003688696053,0.2,Iris-setosa
+24,5.657767171105712,4.399998858633264,1.498963193936069,0.39423916719407026,Iris-setosa
+25,5.820796709704824,2.720995347457149,5.107053117063612,1.8882268787226442,Iris-virginica
+26,4.98427655326863,3.566559166734639,1.4000558187738499,0.2,Iris-setosa
+27,5.254291879989554,3.494999476253083,1.5605257294092278,0.2,Iris-setosa
+28,5.990164135719157,3.3974881007713695,4.433589858655209,1.5559864017054628,Iris-versicolor
+29,6.43538570200151,2.907692916210184,4.340536172454862,1.3180086033754517,Iris-versicolor
+30,5.400156776495804,3.918124465566215,1.711922971019593,0.39066730091626184,Iris-setosa
+31,6.660605257297108,2.9985500972856984,5.015628089495233,1.6890441822352256,Iris-versicolor
+32,5.204820036189227,3.405368646457121,1.4052553046229264,0.2,Iris-setosa
+33,5.912088803016074,3.007433394409624,4.209428712153258,1.5031017078376463,Iris-versicolor
+34,5.0821523934950905,3.381696443867818,1.4042267211063708,0.2,Iris-setosa
+35,5.47636964517743,3.0021712542774317,4.534594276889363,1.504179239383543,Iris-versicolor
+36,5.488293770284759,4.192998632552623,1.3944172505253607,0.2,Iris-setosa
+37,6.693499478071836,3.108975710747127,4.395868228332792,1.4012111483507386,Iris-versicolor
+38,5.696680390427381,4.399998934045225,1.4876415763955033,0.3547869647822065,Iris-setosa
+39,6.009158364817791,2.7197281208090973,5.120886191989303,1.6111703214694064,Iris-versicolor
+40,7.015072167681047,3.0325687169373037,5.778757227581607,2.1434956345782177,Iris-virginica
+41,5.099141474604544,3.292428466072861,1.8490097931678904,0.46119537678620265,Iris-setosa
+42,7.7,2.779085702703911,6.7,2.0615938489112513,Iris-virginica
+43,5.250299417027158,3.574538047543731,1.4948974595161204,0.2,Iris-setosa
+44,5.147907738781144,3.4486690807765066,1.4973537695755716,0.2,Iris-setosa
+45,7.306634621266374,2.9058473517249266,6.326427969184262,1.7906685206803152,Iris-virginica
+46,4.591429792326472,3.403002547276615,1.3841454279875718,0.27669318170319496,Iris-setosa
+47,5.1442288277292745,3.4688349601525927,1.5064550355797455,0.2,Iris-setosa
+48,4.994595059991503,3.595270961173109,1.4014466725245391,0.2,Iris-setosa
+49,4.598341389031553,3.5859744075766264,1.0000004010722183,0.2,Iris-setosa
+50,6.477692458613789,3.1701011735252362,4.443524404762478,1.4866309488315064,Iris-versicolor
+51,5.98457851852979,2.2,4.983231256678741,1.509641564983681,Iris-virginica
+52,4.976608260466029,2.445206229740797,3.108203474230322,1.0660209495766892,Iris-versicolor
+53,5.507698883604283,2.404628484724399,3.4374309141373818,0.9247439399436788,Iris-versicolor
+54,5.681784828563847,4.4,1.5101325534545686,0.39026683215263247,Iris-setosa
+55,5.827098705915118,2.9975009218296482,4.371062252674594,1.500080894690722,Iris-versicolor
+56,4.400000719601629,3.201818978476279,1.3021895933772811,0.2,Iris-setosa
+57,5.496091350861258,4.1870842402124016,1.4026157631241698,0.2,Iris-setosa
+58,5.4655028923415845,2.9971211845878436,4.50928556219632,1.484677882652798,Iris-versicolor
+59,5.104250103265354,3.314237790595264,1.6894655494271869,0.522986283174443,Iris-setosa
+60,6.470580336683619,3.193133957533685,4.478001449659534,1.5086096390766108,Iris-versicolor
+61,6.4622534935503575,2.933731325451388,4.321876834595759,1.3272816457189356,Iris-versicolor
+62,4.588875228413603,3.646370212514543,1.0,0.2,Iris-setosa
+63,6.447626484410165,3.158533797721911,4.50078784899453,1.4820376083403162,Iris-versicolor
+64,5.0960677899321825,3.3126863401142645,1.6909947023119325,0.5783425413464177,Iris-setosa
+65,5.398649542459158,3.398434845667325,1.6939172752281986,0.2,Iris-setosa
+66,5.497001106802488,2.392341262335127,3.6903079926540623,1.11710781307286,Iris-versicolor
+67,4.599278330064813,3.6018917220824895,1.0000004383212004,0.2,Iris-setosa
+68,6.8036991046968085,3.2030410992763327,5.596349387354381,2.2421907570890505,Iris-virginica
+69,4.65970936335562,3.4385820267078833,1.3985152676548178,0.3209321880954397,Iris-setosa
+70,6.018238535565065,2.978179956696798,4.857657570064124,1.8062132217515066,Iris-virginica
+71,5.320821996124712,3.71810393162583,1.4975246226188328,0.2,Iris-setosa
+72,6.684948234172446,3.278616172839907,5.7507611829971,2.100205549373083,Iris-virginica
+73,5.653129598842962,3.0244531294334296,4.555377960256743,1.5140893571234268,Iris-versicolor
+74,6.3141510969487165,2.2976784608907748,4.4056334650138576,1.3000121436222183,Iris-versicolor
+75,5.521046175491977,2.405286759269512,3.6593364501010814,0.9381040854165271,Iris-versicolor
+76,5.0413169092481525,3.2853364685404305,1.377681381881705,0.2,Iris-setosa
+77,4.914449390507687,3.0118140866228695,1.400630856534298,0.2,Iris-setosa
+78,6.09116427882041,2.602756053775161,5.6036757312781775,1.3825877800975372,Iris-virginica
+79,5.495310333216327,2.9900205826665083,4.4522071984796225,1.4959842156640597,Iris-versicolor
+80,6.895731699117506,3.2066118197462403,5.644158427305515,2.2725933900672706,Iris-virginica
+81,5.413868982910645,3.003075690394011,4.514014770803383,1.5044222839713919,Iris-versicolor
+82,5.695839247918245,2.522869036908904,4.99812198433114,1.9856766244899502,Iris-virginica
+83,5.374826402131292,3.8930678374378807,1.3170177448190832,0.39478111209043343,Iris-setosa
+84,5.099707939616249,3.3918009533445974,1.497326735285941,0.2,Iris-setosa
+85,5.775550791810446,2.683844440964622,5.1149702483226545,1.9089532915118903,Iris-virginica
+86,5.385343003580466,2.988739730315778,4.464802571237494,1.4967864042692616,Iris-versicolor
+87,6.002137983952897,2.720418475808388,5.103043806580247,1.6129247783853145,Iris-versicolor
+88,7.7,2.758989903505229,6.7,2.0196397908575525,Iris-virginica
+89,7.695882871690308,2.8444951693344116,6.695529068500755,1.9076526246138057,Iris-virginica
+90,4.597293913383552,3.2085985912108064,1.4037940316151964,0.2,Iris-setosa
+91,5.108004933737093,3.652875652808545,1.5518184881168056,0.2,Iris-setosa
+92,5.587569350038192,2.9970123012424827,4.091037474031484,1.2962656329342526,Iris-versicolor
+93,6.303190545518659,2.6413891790764326,4.991325283556512,1.852437099792608,Iris-virginica
+94,5.367244405468315,3.408068268437485,1.6760742539174254,0.2,Iris-setosa
+95,5.104460624096439,3.8128922342839098,1.5756952145492433,0.2,Iris-setosa
+96,6.34691884543307,2.7946808694925176,5.091745333849316,1.4997663928029563,Iris-virginica
+97,6.3760626750944525,2.8826823951170875,4.3074794572483865,1.2887877844977116,Iris-versicolor
+98,4.4,2.8986385471672675,1.3958666699457178,0.2,Iris-setosa
+99,5.708285301702786,2.4910325769834487,5.008080631066674,2.00147713669921,Iris-virginica
+100,7.6999989012737995,2.848762755429858,6.7,2.0200494141108227,Iris-virginica
+101,6.121963585737658,2.5985494177255353,5.639392727823204,1.3908905729952235,Iris-virginica
+102,5.69644602471997,4.399998500675185,1.4930388947062168,0.3999011667393384,Iris-setosa
+103,7.353329865280283,2.877974754874215,6.351631576481887,1.802767058123816,Iris-virginica
+104,6.694582457475447,2.9879371101646814,5.5051925787802976,1.9952939908625484,Iris-virginica
+105,5.791712160577481,2.8123250804359308,5.0898271162659245,2.4017690073826636,Iris-virginica
+106,5.430315410341663,2.9913370912179706,4.537710802353645,1.5114889039863877,Iris-versicolor
+107,7.699998561855087,2.8171821461585798,6.6999983509029555,2.022502158755266,Iris-virginica
+108,5.464404662874931,3.0036628239817853,4.54452255558089,1.5048138701181983,Iris-versicolor
+109,4.911030672390484,2.3932234180459213,3.314737784832794,1.0369141409668985,Iris-versicolor
+110,5.706097292215853,2.489774797606755,4.996188284593293,2.0101295796536647,Iris-virginica
+111,4.576430863956808,3.3965382292518282,1.3944227151456696,0.2932970699368626,Iris-setosa
+112,6.680572556093102,3.303430871974385,5.7095837087282595,2.107187492504423,Iris-virginica
+113,5.40324021834291,3.002098228120753,4.495059130650632,1.5040153071586324,Iris-versicolor
+114,5.67932776757516,4.399999159334318,1.5167077500041382,0.408492592659353,Iris-setosa
+115,5.1175847188351655,3.7174467607537753,1.543355563539217,0.40136298747500176,Iris-setosa
+116,5.799123075541067,2.714165261386689,5.094894153550348,1.886734366527316,Iris-virginica
+117,5.146900651735386,3.800893232775177,1.5506491067353505,0.2,Iris-setosa
+118,6.906916042143113,3.1992985168589416,5.677367067458854,2.3045496040963886,Iris-virginica
+119,5.986179247746162,3.3366304796045085,4.5750275160321925,1.6209351844976096,Iris-versicolor

iris/tab_ddpm/7_1/17/test.csv

@@ -0,0 +1,31 @@
+,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

iris/tab_ddpm/7_1/17/train.csv

@@ -0,0 +1,121 @@
+,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
+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/7_1/17/val.csv

@@ -0,0 +1,31 @@
+,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

iris/tab_ddpm/7_1/18/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,7.7,2.7826864954347537,6.699998807923773,2.0100968403704615,Iris-virginica
+1,4.8188490348311745,3.394314841962928,1.5908694964479482,0.2,Iris-setosa
+2,5.210757922418331,2.7084532005650934,4.021291044483462,1.394515267721559,Iris-versicolor
+3,6.746574370454386,3.104981275564395,4.391660515642201,1.3785088480676688,Iris-versicolor
+4,4.5969411210208815,3.2114942520602803,1.3967422132494562,0.2,Iris-setosa
+5,5.1282919406932,3.3446556099324685,1.3466372127210324,0.2,Iris-setosa
+6,5.478200539259349,4.202410391574697,1.3988862022303856,0.2,Iris-setosa
+7,5.1954646567083635,3.4024532728471804,1.407671962692623,0.2,Iris-setosa
+8,5.000943397311568,3.307869545869252,1.4002175840366917,0.2,Iris-setosa
+9,6.431657365235719,3.091233030278284,5.507648528937139,1.7949113202286902,Iris-virginica
+10,6.966677546055369,3.2118859959811723,5.7209728614468425,2.3095196536648337,Iris-virginica
+11,5.3875354322867075,3.956174475852729,1.4549763309147026,0.2,Iris-setosa
+12,7.699997807085337,2.794404162731468,6.699997633238414,1.9907547454879049,Iris-virginica
+13,5.569625342514467,2.9988805438993253,4.096359774692276,1.3010277518474012,Iris-versicolor
+14,5.491532962113124,2.3868712050352667,3.64354999239006,1.042705131856116,Iris-versicolor
+15,6.319070429206972,2.9151972108640267,5.5854670364920445,1.8111869299613816,Iris-virginica
+16,7.313168944539033,2.9101659557149544,6.33978280563549,1.7852835626751857,Iris-virginica
+17,6.283020392021013,2.509726470978377,4.858845119602751,1.4974809119900536,Iris-versicolor
+18,6.292051084159533,3.399251621012243,5.598789037786839,2.389613734853475,Iris-virginica
+19,7.047606565021353,2.9917523805381734,5.68415374510387,2.1407149248632136,Iris-virginica
+20,5.716389934109788,2.4940280433670887,4.993378212143532,1.993408563070796,Iris-virginica
+21,6.685933852895416,3.3085593515805267,5.677189847760211,2.1870228547803485,Iris-virginica
+22,6.697545108681661,3.2821654633776665,5.623601907742908,2.4999992325765885,Iris-virginica
+23,5.424228734274949,3.8975994292430354,1.2986977846437175,0.3939224646708417,Iris-setosa
+24,4.9998596061368925,3.215120148385818,1.2043385269294924,0.2,Iris-setosa
+25,6.542784202601923,2.962883533409612,4.332852102229884,1.365748984379984,Iris-versicolor
+26,5.15464642553769,3.4448829234569804,1.4939538182897127,0.2,Iris-setosa
+27,5.151109042633364,3.4641746058092404,1.504972343783277,0.2,Iris-setosa
+28,6.668049414689256,3.295074552918018,5.667462259475415,2.5,Iris-virginica
+29,7.7,2.855067712736511,6.7,2.044310525866067,Iris-virginica
+30,6.338030855017131,3.4114418854104813,5.595901959747583,2.391512379302009,Iris-virginica
+31,6.66723746656983,3.3203059848627077,5.739535224553496,2.5,Iris-virginica
+32,5.1136229811652285,3.7987214490375396,1.9697630114729645,0.43739955769800576,Iris-setosa
+33,6.320026433447142,2.504487612412879,4.910760347993067,1.5158729400628252,Iris-versicolor
+34,5.855822064576636,3.0021820957843977,4.214110590350377,1.4901539227420404,Iris-versicolor
+35,5.104805361854264,2.5033167957464246,3.1476980891619224,1.1088670575623432,Iris-versicolor
+36,6.7049328025547785,3.2936173556633026,5.675074466793405,2.1236358382717495,Iris-virginica
+37,6.685665667244755,3.080378611628396,4.550454588753839,1.457362974156315,Iris-versicolor
+38,4.7902575625917825,3.4021244638644705,1.6028168715180224,0.2,Iris-setosa
+39,5.203943616713889,2.710410074676996,3.98917589654301,1.3998675827159444,Iris-versicolor
+40,4.815420298067564,3.3890643373609417,1.6241348440454395,0.2,Iris-setosa
+41,5.800472447434375,2.703537238604983,5.099527424634493,1.9041837042516248,Iris-virginica
+42,6.346830678985591,3.380111507756128,5.618417582962446,2.3893481953211437,Iris-virginica
+43,4.783786884364204,3.264126997443125,1.4039360701920784,0.2,Iris-setosa
+44,6.461347721871431,3.017678089087347,5.48832657716485,1.792815350781045,Iris-virginica
+45,5.103106798856226,3.799847313890596,1.817296106783047,0.39136565227546755,Iris-setosa
+46,5.558424311150869,2.9963312805492053,4.078519872122406,1.282792233580077,Iris-versicolor
+47,4.969359194644437,3.1666714376318343,1.2230159509904301,0.2,Iris-setosa
+48,4.607713893832779,3.2036070677903457,1.4042025726552518,0.2,Iris-setosa
+49,6.540564174748868,3.1416102590547763,4.453329339582164,1.4622176134011349,Iris-versicolor
+50,5.519505423024852,2.4022787072236373,3.858738112299375,0.9945566272432027,Iris-versicolor
+51,5.036737073504895,3.3591628420164046,1.499577106715296,0.2,Iris-setosa
+52,5.115864260665926,3.795224042364971,2.2223800374697333,0.4204169027373658,Iris-setosa
+53,4.604264352001282,3.60019377214229,1.0,0.2,Iris-setosa
+54,5.432000505199092,2.4169055841047453,3.7874473163815408,1.0917310163092402,Iris-versicolor
+55,5.184016121155736,2.6987137516622983,3.770526052038562,1.4029324312274878,Iris-versicolor
+56,6.607844044663472,3.0084871382057634,4.3990944505559755,1.4037160006903326,Iris-versicolor
+57,6.418510586196672,2.900984898414044,4.3058857252540985,1.3150049484394848,Iris-versicolor
+58,4.594013570806046,3.635510831426119,1.0,0.2,Iris-setosa
+59,5.095999532171936,3.832604324245239,1.6164431173192224,0.2,Iris-setosa
+60,6.718244760166009,3.001030537508386,5.0033625227190965,1.6821573369745146,Iris-versicolor
+61,6.080976205419258,3.001221263037223,4.571003166088712,1.4006866893612562,Iris-versicolor
+62,5.520065171088913,4.1686919603078625,1.4025978512781907,0.2,Iris-setosa
+63,7.7,2.8095152591844776,6.7,2.0144976389064433,Iris-virginica
+64,5.032700956910297,3.3156894810945245,1.4011507719033538,0.2,Iris-setosa
+65,4.400000484583161,2.8886559145044126,1.4048512068586176,0.2,Iris-setosa
+66,4.4,2.9091838994080943,1.3896592731800004,0.2,Iris-setosa
+67,6.5975402402598915,2.9950609142481204,4.428902604187972,1.413114618555153,Iris-versicolor
+68,6.91621550803364,3.1760716838710215,5.721548992627877,2.2975749406893016,Iris-virginica
+69,5.09910114530603,3.686403133763857,1.4840173000132342,0.39286797315658784,Iris-setosa
+70,6.413679745918563,2.740102624361712,5.337916322210594,1.8875668548422702,Iris-virginica
+71,6.692553818867227,2.9939509489621976,4.997841815391367,1.7056776082347538,Iris-versicolor
+72,6.0727622125650464,2.6037538953750246,5.624413638182343,1.3920810128533778,Iris-virginica
+73,6.549423243276981,2.9607075180978453,4.375615905297332,1.371023842100047,Iris-versicolor
+74,5.7882507552928635,2.7011722102755,5.089794606827344,1.9095370665464337,Iris-virginica
+75,5.977448547692669,2.2000003171647826,5.0197789412368055,1.4989781214709001,Iris-virginica
+76,7.7,2.7985291909656183,6.7,1.998475537645886,Iris-virginica
+77,7.318487649179393,2.897071114389889,6.30144426751799,1.8171524896696245,Iris-virginica
+78,4.997451400935838,3.474752219586205,1.2908777940037695,0.28810383473326195,Iris-setosa
+79,5.785535176784046,2.6931376040872,5.091498674551657,1.8920483311955874,Iris-virginica
+80,6.298502272160482,2.2955407537602754,4.423880449448973,1.289644041322583,Iris-versicolor
+81,4.400000685211711,3.193748740167388,1.264065430587051,0.2,Iris-setosa
+82,5.98878152256729,3.006584637127972,4.7975723842675695,1.7992179240293702,Iris-virginica
+83,7.7,2.7924418754623845,6.7,2.04749809241414,Iris-virginica
+84,4.921445637014664,2.409635681381558,3.376800790479482,1.038269016680093,Iris-versicolor
+85,4.574781447600898,3.2103819475993047,1.403206870940546,0.2,Iris-setosa
+86,4.61532845525655,3.617069930486599,1.0,0.2,Iris-setosa
+87,5.890752758622706,2.9995787462048704,5.091819774700281,1.8190445705573748,Iris-virginica
+88,6.39700486997092,3.0244042000477585,5.496239434624321,1.7957891938277701,Iris-virginica
+89,4.491059909537519,2.297089188445038,1.2986541030602217,0.2958000839052525,Iris-setosa
+90,5.492539117418829,2.6014460158426234,4.34835732260174,1.2576149968485741,Iris-versicolor
+91,5.17608813900858,3.399715924581974,1.400494005015237,0.2,Iris-setosa
+92,5.198480288091545,3.41462907849343,1.4149232776183518,0.2,Iris-setosa
+93,4.4000005367399595,2.915461652475346,1.3901310478531788,0.2,Iris-setosa
+94,5.081562766991397,3.50240558058226,1.401453509861939,0.3011017002938001,Iris-setosa
+95,5.071106093366468,2.483825843091009,3.02345603623756,1.0491989853042332,Iris-versicolor
+96,6.359166997694405,2.8857528410765765,4.286190100055308,1.2851930206486706,Iris-versicolor
+97,4.5077505997890706,2.292396834189145,1.2959088318371446,0.29270024754006774,Iris-setosa
+98,5.239859540848704,2.738882479236106,4.0231175914530315,1.4015436223058535,Iris-versicolor
+99,4.4900347388581014,2.2898049569564365,1.2871108812936025,0.2811603788084058,Iris-setosa
+100,4.634792074713183,3.2776409519877476,1.4101868120269445,0.2,Iris-setosa
+101,4.925804523392742,2.421582456953495,3.090803325507478,1.0293180822278445,Iris-versicolor
+102,7.699998301583198,2.794456351695424,6.6999981929110355,1.9880071808734667,Iris-virginica
+103,5.7756538272370275,2.6969560791793583,5.095503944932061,1.8993103500623734,Iris-virginica
+104,5.7775820110791445,2.7002589599930835,5.09102446212735,1.8956782826342795,Iris-virginica
+105,5.484043536401092,2.5990600053813253,4.37127272876776,1.1756073694041802,Iris-versicolor
+106,4.993051704639559,3.5975887888972267,1.4013198276137626,0.2,Iris-setosa
+107,6.246812914510432,2.760565491529106,4.951071365442004,1.8359029507297684,Iris-virginica
+108,5.165906592991093,3.719275159259352,1.4840649003137791,0.39583121215876166,Iris-setosa
+109,6.971241700072217,3.1785548047382566,5.754848389046947,2.3013080397872714,Iris-virginica
+110,4.4,2.922413045133625,1.393599847307899,0.2,Iris-setosa
+111,5.802606268725562,2.6892727380783485,5.097514997614673,1.8999884782379564,Iris-virginica
+112,5.17720587643602,3.3726552685813753,1.3781419641240285,0.2,Iris-setosa
+113,5.9741054445127455,3.0079317823016853,4.863578405316985,1.8030497319246606,Iris-virginica
+114,7.699998677561072,2.778004216834376,6.699998194411178,1.9818587686720055,Iris-virginica
+115,5.803622476753807,2.6996583571044677,5.09895468770559,1.89742114187599,Iris-virginica
+116,5.582752719312805,2.6560284601617505,4.329367507889314,1.280589891905116,Iris-versicolor
+117,4.586884245617469,3.384452254026683,1.4024365398986145,0.30345334831707327,Iris-setosa
+118,7.7,2.776107775174739,6.7,2.0180688390166135,Iris-virginica
+119,5.0915912877509015,3.397325740689065,1.4007349519366796,0.2,Iris-setosa

iris/tab_ddpm/7_1/18/test.csv

@@ -0,0 +1,31 @@
+,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

iris/tab_ddpm/7_1/18/train.csv

@@ -0,0 +1,121 @@
+,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
+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/7_1/18/val.csv

@@ -0,0 +1,31 @@
+,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

iris/tab_ddpm/7_1/19/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.010518140657066,2.994440921364504,4.857650763466326,1.7936441941524561,Iris-virginica
+1,5.405248322747491,3.910069856657499,1.275854589095879,0.43271315694537416,Iris-setosa
+2,6.1042976008088345,2.5880554515658676,5.607370101271947,1.3882358818898761,Iris-virginica
+3,5.903784585453821,2.9975695089717274,5.097706088522149,1.7893633721945064,Iris-virginica
+4,7.6999986698042795,2.8322992202527213,6.699998966438361,2.009509026617392,Iris-virginica
+5,6.290704212335612,2.8124449603006756,5.1082488282019565,1.517161059087597,Iris-virginica
+6,5.0204199294201,3.3196753698733006,1.4197251720428805,0.2,Iris-setosa
+7,6.276858831143411,2.8946746762890196,5.583844864910067,1.806315765353034,Iris-virginica
+8,6.621296135165687,3.034231248540502,4.449670977664772,1.4120271880240969,Iris-versicolor
+9,6.41162416838336,2.6920321297757037,5.3028622241791465,1.9008508190919908,Iris-virginica
+10,4.903640513537247,3.098396369623391,1.529525682643581,0.10000009306646042,Iris-setosa
+11,6.013750172437099,3.393737800597928,4.466951522147293,1.6098521465422102,Iris-versicolor
+12,4.9121098386010145,3.0950268916422115,1.4909797375827374,0.10000013668983819,Iris-setosa
+13,6.035401175515778,2.6902161984495416,5.09937235835354,1.5802676336146935,Iris-versicolor
+14,7.7,2.8086032187257923,6.7,2.052769457125976,Iris-virginica
+15,5.090693839211353,3.5027606662069672,1.3875983909295773,0.3013837260761788,Iris-setosa
+16,6.119028042692644,3.004952077012818,4.597795694990297,1.408711174688038,Iris-versicolor
+17,5.6419385029472835,2.505494282495729,4.994080648383476,2.0011746151351097,Iris-virginica
+18,6.6045953528392385,2.997840401140255,4.4299738047872586,1.4012276243840338,Iris-versicolor
+19,6.7169917835411175,3.2916411984576412,5.693503423648808,2.4999993938051235,Iris-virginica
+20,5.760828265599096,2.7066989255457656,5.099920347038739,1.8994618635935168,Iris-virginica
+21,6.0915471491396485,2.6017187629257665,5.629733932530216,1.401667572136623,Iris-virginica
+22,5.725436208082266,4.3999989671402915,1.516469230947814,0.3977883011768103,Iris-setosa
+23,4.985812247599217,3.291846475705998,1.3865833571386688,0.2,Iris-setosa
+24,7.699998885990528,2.8111416346454683,6.7,1.9876774712044187,Iris-virginica
+25,6.0129613689196235,2.2000003470749,4.965922710026203,1.5051864375099127,Iris-virginica
+26,5.803828540460107,2.809985231258688,5.092637869321159,2.402402566517938,Iris-virginica
+27,4.400000644597257,3.2127284238197147,1.3125034809366676,0.2,Iris-setosa
+28,5.555471948960682,2.6154889285130882,4.3464420277846845,1.2559716775806535,Iris-versicolor
+29,6.682720249693984,3.3313089203808235,5.746003236746692,2.5,Iris-virginica
+30,6.353856328308314,3.111166706605833,5.4679777695410605,1.829613277821903,Iris-virginica
+31,6.670504907033029,3.296380911215106,5.695010302823816,2.0702714187490967,Iris-virginica
+32,6.2858470358891125,2.516566605932649,4.991644976098181,1.8949742417377524,Iris-virginica
+33,4.6054651699409614,3.5982303030846414,1.0,0.2,Iris-setosa
+34,7.7,2.815733312670539,6.7,2.01249135310862,Iris-virginica
+35,5.059785460049603,2.4927936338240264,2.9216041695448145,1.0763912835724536,Iris-versicolor
+36,6.893362887996836,3.0307455786115187,5.578670226047494,2.152032880738709,Iris-virginica
+37,4.998238861256877,3.5021891095184823,1.2994990522175123,0.2950530670019921,Iris-setosa
+38,5.901156489310457,2.955898054963143,5.139651516562868,1.8275640140813918,Iris-virginica
+39,5.40087982461118,3.8620620811649773,1.690212507741756,0.39001598255871417,Iris-setosa
+40,5.539939069655297,2.78516170501112,4.692776355571414,1.477610449473622,Iris-versicolor
+41,6.285686544259401,3.386910493214517,5.651378796548759,2.3974669722959874,Iris-virginica
+42,5.043336311773102,3.5026049877904564,1.342211803037984,0.29244665003127773,Iris-setosa
+43,5.11275386824178,3.57996683632889,1.4313956184312784,0.34543010193945023,Iris-setosa
+44,5.84685034845351,3.0022126823468045,4.345223046547134,1.5028508341125393,Iris-versicolor
+45,5.122149923025721,3.4391075453982216,1.5028590684463299,0.2,Iris-setosa
+46,5.10491206618489,3.3048371550092748,1.8812579424677698,0.45040946449349,Iris-setosa
+47,5.214626616757469,3.4023264042823644,1.3999720886383897,0.2,Iris-setosa
+48,4.607984473334566,3.3948272598179963,1.40389981727991,0.3017253491316091,Iris-setosa
+49,5.211310496645393,3.3918853124468744,1.3773065246291392,0.2,Iris-setosa
+50,5.727471651648745,2.5525944367530733,5.020097777441334,2.1648353156855893,Iris-virginica
+51,6.340697467407398,2.50564584106812,5.006721467183475,1.8918797143004937,Iris-virginica
+52,5.203249264350547,3.4755498309445767,1.5180372405560316,0.2,Iris-setosa
+53,5.4924244879777735,3.0003214066787947,4.463738746663004,1.4924381858067384,Iris-versicolor
+54,6.724011201358848,2.9908964172950365,5.017687691585493,1.7048703977029236,Iris-versicolor
+55,6.300399786220787,2.5188424858923377,5.003951846190743,1.8938528102196601,Iris-virginica
+56,4.595402730570915,3.3778349789824955,1.394695972537174,0.2768848953193122,Iris-setosa
+57,5.693573517070619,2.9955328231489236,4.4804760254280875,1.496109881015462,Iris-versicolor
+58,5.525525266007372,2.611229832369053,4.3824847250790215,1.2616239602567378,Iris-versicolor
+59,4.784598985003608,3.382725801961849,1.6116791333558618,0.2,Iris-setosa
+60,6.395165622755485,2.8932577446931456,4.317180568173217,1.3004556959421194,Iris-versicolor
+61,7.7,2.787422557593637,6.7,2.069645348665871,Iris-virginica
+62,6.002710835936477,3.400168952276432,4.5292285995986585,1.597988479871915,Iris-versicolor
+63,5.072928757796259,3.5020338180211295,1.3772410732541518,0.292623310374649,Iris-setosa
+64,6.39768431898143,2.706672454954503,5.326004077476961,1.9057161685504946,Iris-virginica
+65,7.7,2.724260099180754,6.7,2.0243939284816252,Iris-virginica
+66,4.4,3.1777283959413154,1.296552035725755,0.2,Iris-setosa
+67,4.998984681205638,3.481382193915267,1.3175536516444075,0.28995348310132274,Iris-setosa
+68,6.628532480400991,3.0101384698123477,5.002675346923648,1.7285429014589027,Iris-versicolor
+69,6.084785549960846,2.997662879575761,4.617055753197694,1.4079672266498677,Iris-versicolor
+70,6.804058955173999,3.007723044417882,5.480665206635898,2.1028147322818462,Iris-virginica
+71,5.716991016658518,2.4715024650601287,4.997533696519343,1.9998223574039145,Iris-virginica
+72,5.687078138161804,4.4,1.5099444746530222,0.40201497606628284,Iris-setosa
+73,7.353418246881673,2.9060994906190136,6.353948767210292,1.7956263219659747,Iris-virginica
+74,6.38754969927457,2.637677235040337,5.161843895498103,1.9017270066112406,Iris-virginica
+75,4.87866253236642,2.3977460110638296,3.243190144964244,0.9906317248608036,Iris-versicolor
+76,6.289146243423532,3.1358552417217442,4.578680212106681,1.4797181296433557,Iris-versicolor
+77,6.288665725873848,2.848659977483933,5.592001672214781,1.7436616140553887,Iris-virginica
+78,5.994852007231536,3.3891226870802282,4.48144131749342,1.6035532145877467,Iris-versicolor
+79,5.841959191427176,2.99090625082263,4.196076449224438,1.4701901071703511,Iris-versicolor
+80,5.80542574889558,2.7949925234277186,5.09553684199105,2.398543961397376,Iris-virginica
+81,6.3697742421021735,3.20326571572325,4.50725979913347,1.5053250715314745,Iris-versicolor
+82,4.9002743941651214,2.998944228455743,1.403354694082201,0.2,Iris-setosa
+83,5.141538766228641,2.622910879892482,3.3479283288459545,1.3494592819768862,Iris-versicolor
+84,5.631402942164788,2.9993892313963992,4.530214122929763,1.4868017916450056,Iris-versicolor
+85,4.61046000985264,3.5971920293452975,1.0000004498884507,0.2,Iris-setosa
+86,5.112918534943791,3.8414328636478525,1.9539451368732188,0.41665015504619524,Iris-setosa
+87,5.241449461625322,2.7797933176357748,4.103584895056973,1.4194975357684596,Iris-versicolor
+88,5.097448736920508,3.7912805063898745,1.6589645446848094,0.5680094737315652,Iris-setosa
+89,5.524876000801722,2.390774430340427,3.798021626853597,1.0633918426361317,Iris-versicolor
+90,6.727731038618388,3.316579034494619,5.725437683102621,2.5,Iris-virginica
+91,5.186618323193835,3.525173337544103,1.5013415573774014,0.2,Iris-setosa
+92,5.488236391263021,2.9986788934435613,4.514926117484978,1.4925912288624874,Iris-versicolor
+93,5.540095331601479,2.5811598818014283,4.335789003724602,1.1701644100985824,Iris-versicolor
+94,6.323316456706991,3.419451797072059,5.589785640333639,2.4030935867622953,Iris-virginica
+95,6.478775564784908,3.1842911458506347,4.4556776087017775,1.4731929885862882,Iris-versicolor
+96,5.7705636077881755,2.7110379606604043,5.1075618840412025,1.8968644339321317,Iris-virginica
+97,4.883051070991522,3.0004551980116876,1.3944301754991577,0.2,Iris-setosa
+98,5.479429224274752,2.403306826323039,3.666304237651947,1.0728663707200385,Iris-versicolor
+99,4.883408012046257,3.095508223423748,1.504290185631196,0.10000010368307476,Iris-setosa
+100,5.003880478541982,3.518743113608311,1.2989711756791649,0.29637345496768464,Iris-setosa
+101,5.997930386440787,2.6950274240879772,5.111635020042668,1.6031374375174123,Iris-versicolor
+102,5.254675369911733,3.799814456683324,1.5431833873843845,0.2,Iris-setosa
+103,6.092175860051596,2.608833236538114,5.592493481089704,1.3894632953128776,Iris-virginica
+104,5.775222723898328,4.4,1.5053597324708219,0.5268859573339707,Iris-setosa
+105,5.995459224816109,3.403151184453815,4.455434317486777,1.604573639191305,Iris-versicolor
+106,5.093571612632347,3.718462757651978,1.520347685304127,0.4126738665435254,Iris-setosa
+107,7.331204206889848,2.918264879036549,6.327064626115492,1.7849096023035722,Iris-virginica
+108,6.292291272457244,2.8948603693833412,5.599869633749827,1.797057079434135,Iris-virginica
+109,5.47978726934008,2.4056728677871426,3.617567741835137,0.9970008896832527,Iris-versicolor
+110,4.400000750212192,3.212808270516445,1.2932684910988101,0.2,Iris-setosa
+111,5.1320029352859935,3.445449264852891,1.4984355586091043,0.2,Iris-setosa
+112,6.403294465422219,2.778292653771897,5.434025269113402,1.8724342363940576,Iris-virginica
+113,4.902320905248328,2.997844144969725,1.3869695846087173,0.2,Iris-setosa
+114,5.29052579369112,3.701600281277604,1.50244996128509,0.2,Iris-setosa
+115,6.34649368135597,2.9059625044036688,5.584696464916026,1.804073068685114,Iris-virginica
+116,5.557789341708369,2.9951033311586204,4.495424280788741,1.4989842474031139,Iris-versicolor
+117,6.379018945147402,2.67784873080175,5.272638096091771,1.8941847876882716,Iris-virginica
+118,4.603215446058302,3.4000496941838256,1.4015064091725815,0.2960281554571332,Iris-setosa
+119,4.8922980991402785,3.010062675582673,1.3930205171701828,0.2,Iris-setosa

iris/tab_ddpm/7_1/19/test.csv

@@ -0,0 +1,31 @@
+,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

iris/tab_ddpm/7_1/19/train.csv

@@ -0,0 +1,121 @@
+,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
+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/7_1/19/val.csv

@@ -0,0 +1,31 @@
+,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

iris/tab_ddpm/7_1/2/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.989896200058566,2.2000003964077184,4.969894636669257,1.512821387226311,Iris-virginica
+1,4.593822419416136,3.6188498712539694,1.0000003853638708,0.2,Iris-setosa
+2,6.326101311999579,2.7921390479992527,5.109124955105623,1.4961646019560781,Iris-virginica
+3,6.746146229227499,2.9948236052649935,4.9972292915954935,1.6800534123563908,Iris-versicolor
+4,6.2984907215422234,3.396162288549511,5.664887738487151,2.3899224489107156,Iris-virginica
+5,6.423731169424236,3.2082131047413243,4.497048487163566,1.5058097886792121,Iris-versicolor
+6,4.982221471918018,3.2681779904751402,1.3792044354111743,0.2,Iris-setosa
+7,5.108503263330707,3.396284282359747,1.4930867977614901,0.2,Iris-setosa
+8,6.699824923295229,3.2950582800285204,5.6463361514867465,2.4999994215432806,Iris-virginica
+9,5.502745784520746,3.0133514031159234,4.517435708442497,1.5239033414102412,Iris-versicolor
+10,5.747183355790449,4.399998847624252,1.5165164397360533,0.45231857047914004,Iris-setosa
+11,6.321191279581569,2.8086000267561793,5.118286312563238,1.4894792748383845,Iris-virginica
+12,5.906855724414375,3.005279715099094,4.171843189542853,1.502050424327531,Iris-versicolor
+13,6.303333170900568,2.798176515349811,5.082828228990028,1.506478826272422,Iris-virginica
+14,5.784966404107486,2.6902245673995653,5.094045015943681,1.909484796902158,Iris-virginica
+15,5.033231049959657,3.493544435919997,1.3329577709491789,0.30159785103616227,Iris-setosa
+16,6.265681848362837,2.760777824610694,5.1731802607872615,1.4867441156496404,Iris-virginica
+17,5.514209019411644,4.184175764250851,1.401377063291407,0.2,Iris-setosa
+18,7.7,2.8049113424095573,6.7,2.012934005512977,Iris-virginica
+19,5.092886054699663,3.702631381213544,1.496979823229668,0.4257720089433374,Iris-setosa
+20,6.79814814121172,3.3226693979056403,5.832004876027295,2.5,Iris-virginica
+21,5.831126015030447,2.782094575651649,5.088942781861937,1.8778393653112548,Iris-virginica
+22,7.6999988783639,2.7838981968353864,6.699998561119371,2.0353384273446196,Iris-virginica
+23,5.784142481718185,2.79119610188179,5.099281231181774,2.4080955189858604,Iris-virginica
+24,5.541296002505147,2.6606995102267046,4.25109038664487,1.2753010703815608,Iris-versicolor
+25,5.0980324452103964,3.8519641275789978,2.0842890038369926,0.39286834607097243,Iris-setosa
+26,7.319491639413809,2.900425735374904,6.2843787892725995,1.8164596615297557,Iris-virginica
+27,5.108893248592065,3.409984509337975,1.5241480677640418,0.2,Iris-setosa
+28,5.100982510070187,3.779681108578977,1.7496660948412304,0.39232068123929753,Iris-setosa
+29,5.445589591527127,2.9996998244294666,4.4960216355649,1.496035988646981,Iris-versicolor
+30,4.400000519629164,3.136114863278678,1.3178586726949337,0.2,Iris-setosa
+31,4.593032834687176,3.2043254725687147,1.3844910078977335,0.2,Iris-setosa
+32,5.507290940658566,2.39564381079622,3.912708105995282,1.0207267294178983,Iris-versicolor
+33,4.601369067350482,3.609435219617478,1.000000401544464,0.2,Iris-setosa
+34,7.7,2.7853851556061207,6.7,2.0073434741352996,Iris-virginica
+35,4.400000996472982,3.2351484468031697,1.3065068385666714,0.2,Iris-setosa
+36,4.602813538588055,3.202614410331906,1.3992446761702202,0.2,Iris-setosa
+37,6.009386282577559,2.9986828752485226,4.798716566925122,1.8101297839254475,Iris-virginica
+38,6.570018139952454,3.160061768127262,4.454345240449305,1.445593465265855,Iris-versicolor
+39,5.135436392079546,3.803600893295282,1.6854660690172452,0.38617765224356326,Iris-setosa
+40,5.41183767565778,2.999280834775998,4.510940706291938,1.505647913562459,Iris-versicolor
+41,5.404795844621223,3.9287815290650703,1.315337446230563,0.3790212683747304,Iris-setosa
+42,7.114701638738349,2.980874623212134,5.927526745378223,2.0367689783340563,Iris-virginica
+43,6.401915089796119,3.1987821551970224,4.489345805356328,1.4906417607326856,Iris-versicolor
+44,5.585620329502445,2.9883907915833894,4.078637394593599,1.3038722881909468,Iris-versicolor
+45,4.980408746828895,2.4434755061829847,3.2742088354846555,1.0865017976311246,Iris-versicolor
+46,5.996115894110896,2.680629373854818,5.138506433968419,1.6058752332982966,Iris-versicolor
+47,6.002769908062176,3.3801249495403534,4.543970586253486,1.6739323641239692,Iris-versicolor
+48,6.861156284021082,3.2193202354931447,5.73896068610809,2.2962491132084804,Iris-virginica
+49,5.058306420861086,3.46257244725059,1.393541302359038,0.27562298997935153,Iris-setosa
+50,5.884353965053296,2.995118272813245,4.153694526096735,1.498703437348725,Iris-versicolor
+51,5.68035899506316,4.399999161436094,1.4954756362607722,0.37176312428467934,Iris-setosa
+52,4.795236346845496,3.416836720510221,1.598396536691696,0.2,Iris-setosa
+53,5.653277467888216,2.7423880218681886,4.232486247960927,1.317793431499339,Iris-versicolor
+54,5.121133605491483,3.3196201206123988,1.6973778396128585,0.3971757023287941,Iris-setosa
+55,6.467213597306507,2.784137573636385,5.374093105329618,1.9463970652043827,Iris-virginica
+56,5.425808604269356,3.4044861907931843,1.7596357492873975,0.2,Iris-setosa
+57,5.496696262617911,2.6061038169650144,4.417822078363983,1.2569462247248737,Iris-versicolor
+58,5.192860288707633,2.6952359922032993,3.7693646112764547,1.3944401611813866,Iris-versicolor
+59,6.32754253850855,3.4147135333963625,5.606221211724065,2.400175999873492,Iris-virginica
+60,6.866929093576934,3.1991211283082834,5.6914614099147585,2.2849504304742565,Iris-virginica
+61,5.899457963532234,3.0089320023291335,4.276404681932686,1.5029702696922906,Iris-versicolor
+62,6.08025315618471,3.2088648897016774,4.677442092857597,1.6751577945510778,Iris-versicolor
+63,6.012756659549974,2.7183349443477094,5.10425052248339,1.608569274287624,Iris-versicolor
+64,5.258075442105416,3.586900959076336,1.5162846767886737,0.2,Iris-setosa
+65,4.4,2.916536502061943,1.4007119720000867,0.2,Iris-setosa
+66,5.074640913753251,3.736993950298293,1.674108786242674,0.374645487494696,Iris-setosa
+67,5.384000967470873,3.0005285557082746,4.507398128982198,1.5080463393708279,Iris-versicolor
+68,5.904465798887022,3.1997736382852806,4.82578789275468,1.7845999607706147,Iris-versicolor
+69,6.8852013963566066,3.2064676920162003,5.657395147131852,2.3092309158095423,Iris-virginica
+70,5.100014720683379,3.342603361222336,1.3904294866723752,0.2,Iris-setosa
+71,5.991652548922115,3.3899170749403846,4.471573237100063,1.5952245402681975,Iris-versicolor
+72,5.7113695486712155,2.5008317380694804,5.002439034783542,2.0041578954935737,Iris-virginica
+73,4.9997850481002715,3.205050817013535,1.1985199585220365,0.2,Iris-setosa
+74,6.453384344230124,2.9445829402260015,5.414063091812225,1.7924693264917928,Iris-virginica
+75,5.776458732162633,2.681366134167297,5.107118039287297,1.901641072498653,Iris-virginica
+76,5.170580022541672,2.6610346635308137,3.7480707377189226,1.3759344555858997,Iris-versicolor
+77,5.619768762321221,3.00095501245074,4.080536633772547,1.3065783174180254,Iris-versicolor
+78,4.501813262019315,2.3050131988226097,1.2844028248802277,0.28165212683978785,Iris-setosa
+79,5.796763802762468,2.716789320363154,5.09853135744774,1.8896156369879467,Iris-virginica
+80,4.4,3.2148117847276265,1.2907152041944083,0.2,Iris-setosa
+81,5.366370977048842,3.885891987822848,1.718937039199426,0.3944431501661356,Iris-setosa
+82,4.604548883950377,3.606479285646343,1.0,0.2,Iris-setosa
+83,5.504748079515755,2.394447984445117,3.797402799286332,1.1350423424926852,Iris-versicolor
+84,4.995523114998535,3.4881119558906803,1.2727825121088308,0.2983623724450587,Iris-setosa
+85,5.884555331126928,2.99235478280794,5.097526967717683,1.8035838946738978,Iris-virginica
+86,5.469767839334584,2.9953209783762182,4.254038888685035,1.3813865604202784,Iris-versicolor
+87,5.218893023664317,2.708619187146906,4.025756371510101,1.4059873714631017,Iris-versicolor
+88,6.3383323425448275,2.3965725441316463,4.65646275168193,1.412134199338547,Iris-versicolor
+89,6.4080526745513025,3.0903845226748268,5.472084684628232,1.8001958166922556,Iris-virginica
+90,5.558699904370561,2.7644736049742833,4.142449743215751,1.3008970889033349,Iris-versicolor
+91,4.9100349956819125,2.39710311121978,3.4817671006788027,0.9691628370252783,Iris-versicolor
+92,5.13263486460358,3.3333105610493066,1.3311392216800058,0.2,Iris-setosa
+93,5.481733631081791,2.594498119599148,4.386643468322208,1.1494112404110366,Iris-versicolor
+94,6.445036536901482,2.910756178137885,4.292610271373803,1.3082725874309111,Iris-versicolor
+95,6.0057261795623,2.7037587445346576,5.092262532781502,1.6027366549760766,Iris-versicolor
+96,6.580000219315781,3.109037523745218,4.41208275676096,1.449919368201185,Iris-versicolor
+97,6.079437277464749,2.60869942307154,5.628453714866145,1.408096940560619,Iris-virginica
+98,4.601007980706284,3.6034526617060143,1.0000003921202385,0.2,Iris-setosa
+99,5.120480864410448,2.493688132028973,3.0498339744407916,1.1247642106011262,Iris-versicolor
+100,5.115908047706036,3.5100955205231483,1.406789536298075,0.29944629257126887,Iris-setosa
+101,4.605929886839596,3.6019473330216285,1.0000005646589236,0.2,Iris-setosa
+102,5.415629752518551,3.001368519005628,4.5053792178627,1.4981441196539897,Iris-versicolor
+103,6.7208477136259,3.113213368957513,4.396723852177387,1.3961256323651199,Iris-versicolor
+104,6.370281786047132,2.8964794279678117,4.282311030805727,1.3004696407642142,Iris-versicolor
+105,5.778474858114862,2.8234910762647583,5.104563802309,2.3949113595324194,Iris-virginica
+106,4.400000465771797,2.9195451928570835,1.393971061474613,0.2,Iris-setosa
+107,5.080763125319461,3.79759703700868,1.6882453014196712,0.39260507238899334,Iris-setosa
+108,5.967393676846835,2.476860724161419,4.132040756810499,1.3058926371098651,Iris-versicolor
+109,5.169556447305923,3.4596240204618045,1.5011219049193059,0.2,Iris-setosa
+110,5.396010776558231,3.896916871502125,1.6858844048818258,0.3952260217422905,Iris-setosa
+111,7.7,2.8093582323984783,6.7,2.0113123550163436,Iris-virginica
+112,5.689822588717537,3.0067766141701786,4.468023149167665,1.4988126833043,Iris-versicolor
+113,4.716227391136862,3.337035859176295,1.493215551989901,0.2,Iris-setosa
+114,4.985324271652708,3.203176408379672,1.2364216488770532,0.2,Iris-setosa
+115,4.4,2.8832652532297947,1.3999085858822777,0.2,Iris-setosa
+116,5.004994342310402,3.206661350441282,1.194976059804876,0.2,Iris-setosa
+117,6.302837707573058,2.523000968661372,4.980722436352875,1.8860615722293175,Iris-virginica
+118,6.286188157549533,2.8012093111767657,5.093404703873655,1.5010221154298204,Iris-virginica
+119,5.284616783788099,3.597424832077326,1.508411410820559,0.2,Iris-setosa

iris/tab_ddpm/7_1/2/test.csv

@@ -0,0 +1,31 @@
+,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