a

iris/tab_ddpm/4/0/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.730116887901106,3.335795725109007,5.710287972402563,2.125110001553196,Iris-virginica
+1,5.766559390367896,2.6440073714989225,5.077487213484811,1.885023155944388,Iris-virginica
+2,6.5634111162999496,2.8275068521995985,4.478791487105776,1.329137853600579,Iris-versicolor
+3,6.554572150462254,3.0,5.838352129769393,2.205887651942526,Iris-virginica
+4,5.4522190581343235,3.0,4.500462593276253,1.4806197529694138,Iris-versicolor
+5,5.769545800275967,2.671421782966021,5.0494969367000415,1.8944278992678265,Iris-virginica
+6,5.0856533545639895,3.5054620917632757,1.400996852204922,0.2007678794085902,Iris-setosa
+7,5.996167173720259,2.2156549726616612,4.0053110625020185,1.0056703322259846,Iris-versicolor
+8,7.007562254771006,2.8031225971576488,4.8004706681671525,1.414511282357018,Iris-versicolor
+9,5.056699811674142,3.5017773531019643,1.3885636477400607,0.19659102467426648,Iris-setosa
+10,5.552988501505336,3.0,4.238162028953268,1.3358263690680585,Iris-versicolor
+11,5.65786884908926,3.82158802924576,1.5533519671509097,0.28697082372459853,Iris-setosa
+12,5.763966463671079,2.7849897949683826,4.526827919523066,1.2909603866144184,Iris-versicolor
+13,5.6613619942102105,2.997392303160319,4.223230458801663,1.276653739740459,Iris-versicolor
+14,5.5500880233670395,2.3872918996303536,3.706673416782856,1.0051173216121119,Iris-versicolor
+15,6.533300049925206,3.0,4.376369986017975,1.3741810615447205,Iris-versicolor
+16,5.78576591487095,2.8384838198626903,4.512721373197081,1.3448300591643065,Iris-versicolor
+17,5.498292454029215,4.199999333371073,1.382059804252457,0.2058572325197549,Iris-setosa
+18,4.953400199490521,2.374570632894294,3.5724682434595953,0.9709875912396062,Iris-versicolor
+19,7.63323153980375,2.9089982203215334,6.607324360125747,2.0477635315465994,Iris-virginica
+20,5.24040360620544,3.4053259101357263,1.4264985359268456,0.24364866852947187,Iris-setosa
+21,5.74402729929047,2.8136303345952287,4.441535501566975,1.297910759288612,Iris-versicolor
+22,4.969899340219605,3.436260489464959,1.5626194689500823,0.3137936853585533,Iris-setosa
+23,4.925803881452172,2.000004078575541,3.5484990064148687,1.031331610155859,Iris-versicolor
+24,5.316730294213134,3.2778982310452993,1.946304647660682,0.19928414584039522,Iris-setosa
+25,5.896792133330199,3.2123189837555675,4.79757622778957,1.7901052025418502,Iris-versicolor
+26,4.945563359354819,2.000000596341159,3.186129207788121,0.8085706717470749,Iris-versicolor
+27,5.7124397537315765,2.9529698745931063,4.2384620752408715,1.2829821103330843,Iris-versicolor
+28,6.147955982864967,3.400753365145839,5.321533094511834,2.3110055654211266,Iris-virginica
+29,5.247095511486544,3.3294789693679387,1.5630320132718651,0.44922628208743387,Iris-setosa
+30,7.274064529372361,2.921024594385576,6.249875244560477,1.8165733667021347,Iris-virginica
+31,6.107578591759349,2.789319976164609,4.6599121626596345,1.193542100015525,Iris-versicolor
+32,4.78103462087234,3.0,1.3925354240601209,0.35228293574838915,Iris-setosa
+33,5.392258193263441,3.4077490592600563,1.5102593599627732,0.29634390089988444,Iris-setosa
+34,4.9891600090160555,2.00000077379432,3.5742568887166777,0.8377909256414431,Iris-versicolor
+35,7.3107403485134075,2.9073536946084433,6.241865471032727,1.8022767576008067,Iris-virginica
+36,6.886523117362106,2.805685314463672,4.791869603029017,1.404948567904038,Iris-versicolor
+37,5.0145374551394095,2.0000007241023714,3.7104226365453203,1.0293355367810766,Iris-versicolor
+38,6.521879871390787,3.2259390750065946,5.082053228304108,2.0308296519686966,Iris-virginica
+39,5.963811976959613,3.42102387163392,4.462363475499558,1.6153094347977204,Iris-versicolor
+40,4.816061731811016,3.4141021730037826,1.6516279462762584,0.20172127626119715,Iris-setosa
+41,5.079992305757545,3.3023888684975744,1.6083332373666765,0.2958424634783179,Iris-setosa
+42,6.940865157005372,3.0804925369383196,5.094790019327032,2.301791862484214,Iris-virginica
+43,6.011764299216963,3.4152864602091393,4.449113362001297,1.5983954163333927,Iris-versicolor
+44,6.264966968751322,3.293698566723669,4.670118417754356,1.6050619711349619,Iris-versicolor
+45,6.301968876795706,2.82609572267886,4.282886017690716,1.2485585461167874,Iris-versicolor
+46,6.2829719670081685,2.6413912953425305,4.887436990910666,1.8012449571278084,Iris-virginica
+47,4.769123623341729,3.0,1.3925113042174577,0.30600481688907,Iris-setosa
+48,5.930634822801779,3.0,5.091524972986267,1.804830301485769,Iris-virginica
+49,6.689530187293965,3.3042208566795135,5.679748003344891,2.0900947644157073,Iris-virginica
+50,7.701804008238214,2.788088095703936,6.692425552012618,1.9881591741434308,Iris-virginica
+51,4.985595189561581,3.4075714985383168,1.7062514905424524,0.3878121038516776,Iris-setosa
+52,5.010006499510007,3.3724012937605505,1.6247366999484387,0.3452881416737322,Iris-setosa
+53,6.21813301558657,3.324383913541033,5.419586771263163,2.2746172888290106,Iris-virginica
+54,7.596491176012546,3.0,6.566727093750367,2.113526056699006,Iris-virginica
+55,5.484939058695653,3.0,4.49962308634071,1.4717897466795145,Iris-versicolor
+56,4.947113500613943,2.0,3.487119448428248,0.9497632761518529,Iris-versicolor
+57,7.461960609235865,3.0,6.331804174445477,2.0986632007686934,Iris-virginica
+58,5.406084381418944,3.9019876774929054,1.2851880480306026,0.4326530852643951,Iris-setosa
+59,5.745778416766644,2.808952805149133,4.532622546921761,1.3079423956943597,Iris-versicolor
+60,4.969501122304382,2.0,3.3785176523971496,1.021304700455315,Iris-versicolor
+61,5.232829771195143,3.579086712164366,1.4751482700169878,0.20031969589025167,Iris-setosa
+62,5.028766585454571,3.3855399355753173,1.6173137939390805,0.40929243607460775,Iris-setosa
+63,6.184747045414706,3.4057806166257114,5.360147063565014,2.3042810850259867,Iris-virginica
+64,6.398085489436126,2.863600309822482,4.287832089508301,1.2796198659509936,Iris-versicolor
+65,4.780523827178967,3.4023656656562102,1.5770022745168824,0.1998933130509407,Iris-setosa
+66,5.513837221378218,2.389742444358576,3.830685943184573,1.0125739118484731,Iris-versicolor
+67,6.1948587815810585,3.3983442569757987,5.350516310263299,2.292277657904067,Iris-virginica
+68,4.960673274162552,3.0,1.531378322785109,0.20200668432505514,Iris-setosa
+69,6.292563192815172,2.4225056374483107,4.971557336302496,1.8936595609293816,Iris-virginica
+70,6.206208879389352,3.399710273086333,5.433189904264659,2.3023182214239064,Iris-virginica
+71,6.761694597854574,3.2249197917687216,5.7900440261219135,2.2487118222336635,Iris-virginica
+72,5.85478313156804,3.2297115754647443,4.800002668615719,1.8372761059327163,Iris-versicolor
+73,6.513349506498482,3.0,5.4584796123530674,1.791214228524673,Iris-virginica
+74,4.585079606660934,3.566920282646974,1.0000006210732766,0.19720799386466736,Iris-setosa
+75,4.994149343817135,3.3892195281496926,1.585095499984052,0.40902346853049776,Iris-setosa
+76,5.099175417180036,3.520500050711366,1.3819072240007173,0.19971894199904838,Iris-setosa
+77,4.478991718741159,2.277276386382273,1.302387510819679,0.2937700431217085,Iris-setosa
+78,4.939478452347117,2.0,3.4891297372184025,0.8293697573989955,Iris-versicolor
+79,4.9937945466468845,3.0,1.5763534135467132,0.20263138682589907,Iris-setosa
+80,4.4896667854297,2.293061521064344,1.3395987231216944,0.29953825152570446,Iris-setosa
+81,5.87357579662038,3.233921220781181,4.8086089886870385,1.8229037915230655,Iris-versicolor
+82,4.972726981813018,2.0,3.6367229596514443,1.0185988363277394,Iris-versicolor
+83,5.2007333112559895,3.4135783820265804,1.415119431585655,0.20382591208230158,Iris-setosa
+84,5.915970547053939,3.198304277949451,4.769257195552718,1.785535363210886,Iris-versicolor
+85,5.710926911199651,3.0,4.229299728902505,1.2020388651186482,Iris-versicolor
+86,5.518078783535957,2.4112047852273784,3.805625448821866,1.053735629274648,Iris-versicolor
+87,6.714436474353636,3.0,5.004746913699497,1.7130875285335003,Iris-versicolor
+88,6.7078602167444235,3.110117828695451,4.726216692083895,1.5178318338556358,Iris-versicolor
+89,5.414957395697716,3.440296745639158,1.5754610961954376,0.2022907958005769,Iris-setosa
+90,6.198215147241231,3.3289215468965416,4.606554559072088,1.5986468952397117,Iris-versicolor
+91,6.1965385525593195,3.3731477998142827,5.421758310741056,2.294778886655274,Iris-virginica
+92,6.997871198897083,3.0,5.76248108547801,2.1785870703320667,Iris-virginica
+93,5.364144885190049,3.397221846911133,1.6188510428140968,0.20478252866790303,Iris-setosa
+94,6.661993303500269,3.2785709148266498,5.689437786949091,2.062249183366439,Iris-virginica
+95,4.606433886821888,3.22164218620837,1.4012396904991606,0.19965393834503012,Iris-setosa
+96,4.844240212487214,3.0036929252215283,1.452538612000137,0.10000009286972222,Iris-setosa
+97,4.874549751811199,3.051988462596104,1.460727802824305,0.1,Iris-setosa
+98,6.389230208406524,2.8760926541881533,4.285278952497815,1.2887776248999083,Iris-versicolor
+99,6.404434003193059,2.907272868367387,4.323436468912431,1.3083271134843377,Iris-versicolor
+100,5.3987215628139325,3.9349232974572974,1.2892463964355654,0.4346292389315711,Iris-setosa
+101,5.7811767599120145,2.6518043661639616,5.07664362939181,1.8913610857744014,Iris-virginica
+102,5.616064896546801,3.0,4.273136599501382,1.3598461748374886,Iris-versicolor
+103,4.976583630202632,2.4056739281049992,3.535753370721987,1.0186177736684239,Iris-versicolor
+104,6.598717744583667,3.0,4.423343408448112,1.4204341905953077,Iris-versicolor
+105,6.697146081699129,2.4372540563645333,5.75584042165393,1.8013834690156387,Iris-virginica
+106,5.904849020415266,3.2141353680100675,4.790167878685728,1.7954607683306363,Iris-versicolor
+107,7.147295272335478,3.0,5.8718302174079,2.0973235935379746,Iris-virginica
+108,6.459228430504826,3.0,5.520073420378273,1.7913717004005398,Iris-virginica
+109,4.400000635848493,3.1814882310345114,1.3336105201476676,0.20213069435050732,Iris-setosa
+110,6.245942065610933,2.559289386949592,4.88927741015119,1.833321382652378,Iris-virginica
+111,6.111659118648082,2.804633130548809,4.705776603088012,1.1894980144466807,Iris-versicolor
+112,6.337460544505278,3.283417788023983,4.7294497317235145,1.6041788541098163,Iris-versicolor
+113,4.907327836970421,3.14726013583524,1.5082904457249633,0.1,Iris-setosa
+114,6.686191483221078,3.1088268891946726,4.701939061563997,1.5034717344537982,Iris-versicolor
+115,4.829686019047668,3.3730496639257788,1.9317134023247389,0.19783664119127414,Iris-setosa
+116,5.567379212252913,3.0,4.4814047030821715,1.4789632688832532,Iris-versicolor
+117,6.709687013126592,3.0,4.959894611086034,1.7129173608734807,Iris-versicolor
+118,6.475633005513336,3.0,5.807482186315072,2.1683475485224015,Iris-virginica
+119,5.018738015350876,3.64543914935783,1.3636104105406592,0.20314063488615736,Iris-setosa

iris/tab_ddpm/4/0/test.csv

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

iris/tab_ddpm/4/0/train.csv

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

iris/tab_ddpm/4/0/val.csv

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

iris/tab_ddpm/4/1/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.162719566765905,3.4436261797360035,1.4067420464509826,0.2001171446347999,Iris-setosa
+1,4.840557172491001,3.0,1.4179690225212165,0.304491983468426,Iris-setosa
+2,5.567774471384742,3.844730175823776,1.4927451758053765,0.40286170719722003,Iris-setosa
+3,5.4705262190044,4.199998847298113,1.3416846676701826,0.2074945804287009,Iris-setosa
+4,5.729828963553028,2.8894875936796574,4.245382501512674,1.3026231151607117,Iris-versicolor
+5,4.8981925829800534,3.0,1.3761149946608668,0.20146100419803206,Iris-setosa
+6,5.734544672797927,2.7877973377224694,4.507613950696149,1.314309559284655,Iris-versicolor
+7,5.786334373286117,2.666694769591565,5.0926575902655795,1.9072404904145872,Iris-virginica
+8,6.030989597306785,3.405268931014343,4.476620265981983,1.6026634480258424,Iris-versicolor
+9,4.8541592987843325,2.4033151387937988,3.2804750316409272,0.9192210329767365,Iris-versicolor
+10,6.640694321021985,3.091154370522199,4.687366244357184,1.4870290733743328,Iris-versicolor
+11,5.59960551377556,2.9105827176202297,3.7641687941232163,1.2898065737206603,Iris-versicolor
+12,7.343290351515474,2.8994263164382206,6.27262539072464,1.8158094532574272,Iris-virginica
+13,6.692999992448367,3.0,4.98731517281937,1.7153459843810022,Iris-versicolor
+14,4.5950728120860465,3.1925213448682794,1.3923005201168381,0.20020908682690206,Iris-setosa
+15,4.826888997648589,3.3890207074080063,1.7242284091105478,0.1925747095084599,Iris-setosa
+16,4.980596014511023,2.000000827138882,3.3482285565074354,1.0155394101827906,Iris-versicolor
+17,5.0300390761468465,3.0,1.7222082501074432,0.20124287185552484,Iris-setosa
+18,6.441199486659279,2.919181869329019,4.329761380654133,1.321102435616035,Iris-versicolor
+19,6.482366785877591,3.217269678214676,5.171549695497258,2.0051512517310406,Iris-virginica
+20,7.391286073765859,3.0,6.334106421138699,2.122151871731202,Iris-virginica
+21,6.6801717574135235,3.2797899866984572,5.5671983492471275,2.5,Iris-virginica
+22,6.894166803410202,3.1507748659908974,5.555042203292826,2.327117958195331,Iris-virginica
+23,6.522849763230003,3.0,5.523607792989766,1.8003421430887503,Iris-virginica
+24,6.507177964578913,3.0,5.798103755759962,2.2008304770370084,Iris-virginica
+25,4.6204009302495805,3.215927949690029,1.43846465518169,0.20000471326983357,Iris-setosa
+26,5.066345933583029,3.5417670863377566,1.3989025381043145,0.20703601446833947,Iris-setosa
+27,6.983035123472482,3.17945845288099,5.944540979966724,2.2679282218226935,Iris-virginica
+28,7.899998554311541,3.8281129540887875,6.434839313504576,2.0123794329192357,Iris-virginica
+29,5.880710403459095,3.2015696849636583,4.800053148638209,1.8387204431906485,Iris-versicolor
+30,6.390161747589982,2.8838788973184952,4.286290651569991,1.2789123622774652,Iris-versicolor
+31,6.106394364958317,2.796125770730304,4.434017979931378,1.18081690344609,Iris-versicolor
+32,6.716108627820714,2.501383340436889,5.719071571004172,1.799953836409497,Iris-virginica
+33,7.582073380714007,3.0,6.5693646790501425,2.0957823355899396,Iris-virginica
+34,6.718263520209292,3.3037995672853793,5.7512645677402485,2.12388925550357,Iris-virginica
+35,5.426704122223779,3.9073202275184866,1.2959803666162415,0.39121644293882174,Iris-setosa
+36,6.2563125652115605,2.6560959741620107,4.854875058221216,1.788570904641063,Iris-virginica
+37,5.432984969755771,3.9385916763610047,1.2522772389699595,0.5199657111204989,Iris-setosa
+38,5.9928117494623425,3.4104880795051766,4.521554423136493,1.6155370385260328,Iris-versicolor
+39,4.577156552319478,3.6295747327645773,1.0,0.19385729464722107,Iris-setosa
+40,5.11303678173905,3.5039759351911606,1.3681710443814312,0.19536197112428028,Iris-setosa
+41,4.786457512467263,3.0,1.4230398422200328,0.10000012075332615,Iris-setosa
+42,6.007748258210037,2.8562926808993714,4.559290096384235,1.3731634084661593,Iris-versicolor
+43,6.827940502175423,2.7841394175251235,4.796321633152496,1.3972946229317937,Iris-versicolor
+44,6.007351053635242,2.715425105117731,4.174535856564913,1.0301756393940018,Iris-versicolor
+45,5.717913961900715,3.821147197705986,1.928513375975706,0.3092671626736225,Iris-setosa
+46,6.241532659879749,3.387491054035084,5.406433878388344,2.303022641673825,Iris-virginica
+47,6.286477950243626,2.2307371651389976,4.406178886625692,1.3431381407189966,Iris-versicolor
+48,5.960160145279289,3.406459770491658,4.491494063683196,1.5981311104682623,Iris-versicolor
+49,5.15986133701602,3.433934033191124,1.3961152284382687,0.1992332706461119,Iris-setosa
+50,5.876272268658068,3.194312962582554,4.82055899722658,1.8080777498280374,Iris-versicolor
+51,4.9932580251326675,3.0,1.5722127384374205,0.1975031553128203,Iris-setosa
+52,5.96901679501235,2.8793734844903147,4.4556622786323,1.4397858985374927,Iris-versicolor
+53,6.5034383827117175,3.0,5.4807613479618755,1.8119267212113508,Iris-virginica
+54,5.758785240125545,2.761559632049394,5.096843550205056,2.4095117161690047,Iris-virginica
+55,5.106326147803904,3.709877517875832,1.4881696225036674,0.41007657144774473,Iris-setosa
+56,6.644589998594549,3.298184824862918,5.6299261437904455,2.0976966449338645,Iris-virginica
+57,5.684056960920356,3.0,4.240510550371382,1.2066835734378258,Iris-versicolor
+58,6.395494142358556,2.9892970254901474,5.534184610098893,1.811836671863891,Iris-virginica
+59,5.336417421824548,3.3975862095172342,1.5363389816790058,0.20259031147635745,Iris-setosa
+60,6.366376245501746,2.890022154549577,4.281996644753003,1.2893919061705426,Iris-versicolor
+61,6.9309554779855524,3.0862391592886773,5.079479744224104,2.307098208229597,Iris-virginica
+62,4.801386378196992,3.4007179461765067,1.910134501328905,0.19918990934809544,Iris-setosa
+63,4.780207932832552,3.3953176382983004,2.1075303356675548,0.20381068606414754,Iris-setosa
+64,4.601788094353607,3.2228966815293782,1.4230803525433093,0.1955032881332019,Iris-setosa
+65,5.523993122242891,3.0,4.508186973975183,1.4886869072360158,Iris-versicolor
+66,5.417429095851817,2.3707264936219534,3.7767454058978753,0.9925205047138823,Iris-versicolor
+67,4.930203870376874,2.0000008671231324,3.470640364845086,1.0112278047538326,Iris-versicolor
+68,4.927911331562863,2.374683082168728,3.4622633885831084,0.8820192974876695,Iris-versicolor
+69,4.8949063159468045,3.0,1.4014416204054838,0.20152399748707014,Iris-setosa
+70,5.388808477020738,3.388061416092545,1.8810329938921362,0.20207269519165155,Iris-setosa
+71,5.801919587038794,2.6560830437800345,4.109382721598726,1.0213490033745791,Iris-versicolor
+72,5.105398578780034,3.3074920659615117,1.6671765390674342,0.5085500902688553,Iris-setosa
+73,5.501743216241462,3.0,4.500454545860055,1.4928295126300735,Iris-versicolor
+74,5.578754991532551,2.4294007390316166,3.8001638449378294,1.0172630377585936,Iris-versicolor
+75,5.520602267498878,3.0,4.472326436633068,1.4805296988637402,Iris-versicolor
+76,4.90920503567729,2.396759278345596,3.367305142199373,1.0081421280446725,Iris-versicolor
+77,4.4,3.1795056035972036,1.3628577635142511,0.19570070662276723,Iris-setosa
+78,4.890260752199052,2.391942575562973,3.2959612969504675,0.9841743548712816,Iris-versicolor
+79,5.79926672474821,2.6808430543604693,5.095927774977975,1.9194038262078212,Iris-virginica
+80,5.090544723520565,3.569187207928774,1.4098540356040017,0.2127474626071087,Iris-setosa
+81,5.183209294418044,3.40333395286545,1.3904040552481425,0.19849892896345023,Iris-setosa
+82,5.785522677572521,2.680911689334204,5.063191163989766,1.9044519235660273,Iris-virginica
+83,5.96380297455374,3.3888925902130644,4.464244102885954,1.573965399651203,Iris-versicolor
+84,6.938819572113605,3.0921459425721096,5.115229858819382,2.311870782425643,Iris-virginica
+85,7.899998193876962,3.814770429133705,6.298860859099985,2.0095958176725346,Iris-virginica
+86,7.899998618354023,3.811230542955687,6.343102153954813,2.018886127312327,Iris-virginica
+87,7.692217986996027,2.798071954128586,6.69947749760149,1.9960516105262676,Iris-virginica
+88,6.323029206033624,2.922394624444642,5.5817834986674875,1.7985639682585406,Iris-virginica
+89,4.4,3.2263755516733603,1.2757009344366768,0.1951668257884337,Iris-setosa
+90,6.2796648832721,2.4448476236393315,4.957033158793834,1.8898312623378788,Iris-virginica
+91,6.0019403810068965,3.3938603715305966,4.521429832418412,1.6298137952024894,Iris-versicolor
+92,6.640877178726621,2.794733702266937,4.705175101110172,1.3540285742105587,Iris-versicolor
+93,6.419064177421849,2.8777959972991396,4.274839029054872,1.291777743403606,Iris-versicolor
+94,7.273390398281449,2.90691931262834,6.232268270365573,1.8085240554181532,Iris-virginica
+95,5.483180924531071,3.0,4.495523314934486,1.4843212051208368,Iris-versicolor
+96,5.125144844298146,3.500430134087487,1.3901229802537314,0.19794152602608894,Iris-setosa
+97,6.31014323315908,3.366729851063425,5.429832024815249,2.3020344319841604,Iris-virginica
+98,6.633330148911412,3.274290538043752,5.624437469243341,2.0726063100056686,Iris-virginica
+99,7.585702066255113,2.8459350986298966,6.573088968463306,1.9325937784688973,Iris-virginica
+100,7.736876614937047,2.587186588899229,6.899998982110642,2.3001667618814294,Iris-virginica
+101,5.9779201766834635,3.3995717067906805,4.528910173239492,1.5953671054982925,Iris-versicolor
+102,5.8829024995479795,3.201265172178744,4.7957448201797614,1.7933163690912013,Iris-versicolor
+103,5.609551318745285,2.9428936643369186,3.9009654484368865,1.2874529533174048,Iris-versicolor
+104,6.419757342855427,2.8862037961899336,4.286633126910384,1.3010024596389569,Iris-versicolor
+105,5.899068878019308,3.2409926301740692,4.4114798824996155,1.4754213636685505,Iris-versicolor
+106,4.943245155823075,2.0000010307454734,3.4185371565566327,0.9197926560200642,Iris-versicolor
+107,5.652093464519331,3.0,4.177764843490316,1.2645877482501926,Iris-versicolor
+108,6.52075328135045,3.0,5.483372697446949,1.8190462344715046,Iris-virginica
+109,5.804879675393752,2.7337710711970904,4.219735385739396,1.0072393548421543,Iris-versicolor
+110,5.753626703017803,2.650323061925826,5.075104115751206,1.9089806762182238,Iris-virginica
+111,6.8481635383370065,3.2134119448399683,5.892789924906796,2.3038108139895286,Iris-virginica
+112,5.9870806604323485,2.5283897220406715,5.001050034754521,1.8831179684743626,Iris-virginica
+113,4.728168898296262,3.0,1.31455098892863,0.1,Iris-setosa
+114,4.794616006943818,3.3842422190769708,1.5762771831993594,0.20001291641583072,Iris-setosa
+115,4.881342631893588,3.1202250324726064,1.501675485659999,0.1,Iris-setosa
+116,6.8691651470726605,3.077101377626393,5.187641668553714,2.2842846909272385,Iris-virginica
+117,6.7254138116541675,2.8232708858469127,4.637025353239146,1.3496030971478208,Iris-versicolor
+118,5.476002434197267,3.90798370359143,1.283283974007971,0.4696747896227267,Iris-setosa
+119,6.218231752196307,3.33012754307583,4.623327342981809,1.5879723990699715,Iris-versicolor

iris/tab_ddpm/4/1/test.csv

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

iris/tab_ddpm/4/1/train.csv

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

iris/tab_ddpm/4/1/val.csv

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

iris/tab_ddpm/4/10/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,4.994721731329412,2.0000007798478343,3.4658270214158957,1.0362082003993165,Iris-versicolor
+1,5.984607913861313,2.8131254474965446,4.682389277445653,1.2807475537878987,Iris-versicolor
+2,5.89307735888254,2.954755486203343,5.092908580604115,1.823596248728929,Iris-virginica
+3,5.987904252411863,3.4020313542803247,4.470773813088395,1.6025494389546049,Iris-versicolor
+4,6.678165616048191,3.2984169985478218,5.712033423808877,2.4999996198933117,Iris-virginica
+5,5.7040257506475305,3.0,4.231830532900943,1.247552966528286,Iris-versicolor
+6,4.868917362427577,2.4023039011115066,3.2716597792983135,0.8663789928359289,Iris-versicolor
+7,6.308154387164814,2.3510648375316245,4.384037698361751,1.2894206141245632,Iris-versicolor
+8,6.820076901565181,2.8222711603987913,4.754613882696384,1.3972952259781928,Iris-versicolor
+9,7.058205535822477,3.0,5.903358715964119,2.086532417250824,Iris-virginica
+10,4.983658591157751,2.0,3.5552922175949697,1.0064403098870414,Iris-versicolor
+11,5.922818528116944,3.2130041747811635,4.785833780819399,1.8329925156950453,Iris-versicolor
+12,4.807645054555686,3.375789650109084,1.7158132533404553,0.20275911975876315,Iris-setosa
+13,7.714704433859082,2.8130889650578443,6.714173653960628,2.0106092837687255,Iris-virginica
+14,5.349312074241428,3.9063201319748773,1.275270068839562,0.4134253759860407,Iris-setosa
+15,5.55004341168042,2.4279537997889724,3.921076498134332,1.0783191092417563,Iris-versicolor
+16,5.233160312859682,3.626102114428525,1.4863204343505874,0.2034114843018974,Iris-setosa
+17,7.587313955760279,3.0,6.602537243714629,2.0996170454441865,Iris-virginica
+18,4.986786467900228,2.0000008174580186,3.337057037135637,1.0099710906595587,Iris-versicolor
+19,5.960729006366634,3.411297521125528,4.471196184771462,1.5902265401464142,Iris-versicolor
+20,5.069582843321781,3.47346097733439,1.533735713279099,0.42512201207215683,Iris-setosa
+21,4.805825673966974,3.3935253341076486,1.954127309951977,0.19825016067601098,Iris-setosa
+22,6.134093023513311,3.0,4.622349572901209,1.4307091866248995,Iris-versicolor
+23,5.877725666413158,3.2131815406010324,4.8233104155740545,1.8140876868890048,Iris-versicolor
+24,6.870822372910786,3.137339336973922,5.100765049442873,2.2893122134414,Iris-virginica
+25,6.193081211927227,3.3869098959374138,5.391255951205406,2.2923784397317832,Iris-virginica
+26,4.804481770333084,3.0,1.3877439264365388,0.1000001155661904,Iris-setosa
+27,7.899998915360367,3.7653923776380056,6.346884220799216,1.9625376975736741,Iris-virginica
+28,5.369624716852638,3.416622530125918,1.4885366965601716,0.4547002052796826,Iris-setosa
+29,6.685281898348986,2.4747561792934376,5.6774223774852,1.7999070843385732,Iris-virginica
+30,4.478358747935599,2.3001939638420086,1.3153166901386428,0.29376792010872044,Iris-setosa
+31,6.706970655044146,3.105358113479441,4.725057261589094,1.5231971415497063,Iris-versicolor
+32,6.288584223414142,2.598483584561078,4.88301177278919,1.7991982714795514,Iris-virginica
+33,7.633039536924219,3.0,6.5825354562864495,2.109786481918574,Iris-virginica
+34,5.042009091627183,3.5954540640974617,1.3950325420733882,0.2038073365041683,Iris-setosa
+35,6.212326640490114,3.401197812363227,5.419447801054952,2.3105200859072133,Iris-virginica
+36,4.96214584113033,2.0000012760430743,3.5676652611679125,1.062255197128734,Iris-versicolor
+37,5.6508540190097705,3.7627192123619846,1.603343223644731,0.32865866274744177,Iris-setosa
+38,5.2211562871426445,3.401743724004246,1.4168994152867653,0.2033719777961044,Iris-setosa
+39,5.509380666663379,2.608769082247173,4.410037250521991,1.19962418555912,Iris-versicolor
+40,6.246504122796938,2.9099057670744037,4.393618886799399,1.306569146092366,Iris-versicolor
+41,6.676462375535153,3.2972346528392182,5.680989614532035,2.099306593000563,Iris-virginica
+42,6.714749228059784,3.0,4.990412293916544,1.7105678324076856,Iris-versicolor
+43,5.770249399088671,2.7808762602742676,5.077783213743607,2.4064085180904744,Iris-virginica
+44,5.442547789948627,3.930781426656987,1.3113471139508222,0.418973083511326,Iris-setosa
+45,4.955126532974662,2.0000013386377207,3.3735740592600356,1.0036888112776072,Iris-versicolor
+46,5.712605608332872,3.8053190229241736,1.6223460536116332,0.3879684768015631,Iris-setosa
+47,5.310919142772942,3.7388889730633914,1.487711914153865,0.20549528146244395,Iris-setosa
+48,5.829169447734656,2.6505657599140364,4.1312065907790965,0.9398651085479601,Iris-versicolor
+49,5.902218094712067,3.0,5.084600750044706,1.7982139913733863,Iris-virginica
+50,5.787403367582183,2.6505968457570948,5.09258050503515,1.8969862926043901,Iris-virginica
+51,6.498492764412326,2.8928641308414136,4.251639546501323,1.3205363417735734,Iris-versicolor
+52,5.525027130349899,3.0,4.4613902665666965,1.4567478440527857,Iris-versicolor
+53,6.373646274662288,2.8328052697141017,4.311148586204984,1.2689738905218213,Iris-versicolor
+54,6.088876577020778,2.7981064506328215,4.693681941513689,1.1932200119830731,Iris-versicolor
+55,5.798066933498112,2.6677236710371925,5.076117332810035,1.9195762043013547,Iris-virginica
+56,5.866845719510784,3.1974369253548147,4.787852917464843,1.7944133262530289,Iris-versicolor
+57,5.8876694834970085,3.2231133779678793,4.794008773007375,1.8043425159648463,Iris-versicolor
+58,5.7968841670729025,2.7864005450751756,5.148974362720882,2.390386850607705,Iris-virginica
+59,6.781348532487061,3.204530314456894,5.812181710549514,2.272948595644235,Iris-virginica
+60,6.176300794040482,2.2112013769917582,4.486635399617729,1.4773612027564589,Iris-versicolor
+61,6.314756964401597,2.4408202598798003,4.985262363083762,1.8887911928065428,Iris-virginica
+62,5.867114545087202,3.0,5.103413851658465,1.8106997631763615,Iris-virginica
+63,6.278330204806857,2.6591683592775257,4.833954115695264,1.7954410702913999,Iris-virginica
+64,5.564860729744852,3.0,4.524495302683792,1.5069699433756152,Iris-versicolor
+65,5.740196187405207,2.6566939482611094,4.042600071066061,1.1085750645449228,Iris-versicolor
+66,5.401131594507213,3.786475115672455,1.5055328419636063,0.2087506115541895,Iris-setosa
+67,6.104539005121489,2.786881598003117,4.700514563810998,1.2131403184470562,Iris-versicolor
+68,4.987493875901928,3.40321686952275,1.6826752628371577,0.3970203937346737,Iris-setosa
+69,7.72610022289066,2.569471022778501,6.899998926352109,2.3104297854530844,Iris-virginica
+70,7.699357140635782,2.8048446460524254,6.6720559382456095,2.024971789333658,Iris-virginica
+71,6.438337328112432,2.9177109361934006,4.307889524915891,1.31204193063114,Iris-versicolor
+72,6.519645357974834,3.0,5.909656403133597,2.177951526572259,Iris-virginica
+73,5.593691130799075,3.0,4.100180144451294,1.2847850983926212,Iris-versicolor
+74,4.794532465723978,3.414565827322552,1.8041398027104882,0.19821341766778622,Iris-setosa
+75,4.775675581150832,3.4016210480167404,1.923637487048325,0.20228235999159186,Iris-setosa
+76,5.205393027895654,3.414633674702421,1.4006042763178899,0.1998096360864468,Iris-setosa
+77,4.9121053387623155,3.146268885137453,2.0239714008301535,0.1983237290059664,Iris-setosa
+78,6.392088325002091,2.8915499230908512,4.299400319522458,1.2878526814369426,Iris-versicolor
+79,4.487774129790143,2.2901247646678855,1.2847560421594197,0.29496667113300706,Iris-setosa
+80,4.984365597765113,3.4027894336772855,1.6205136902225512,0.4415387042901914,Iris-setosa
+81,5.682085522416825,3.0,4.131152429699286,1.2030964017306394,Iris-versicolor
+82,6.3225702168546185,3.1960010800665435,4.716119217944225,1.5566792626475425,Iris-versicolor
+83,4.6775083052377555,3.3439557973198886,1.500869577480863,0.20368171607111948,Iris-setosa
+84,4.906852043378937,3.0,1.3955338147478658,0.19980092692793816,Iris-setosa
+85,5.016556757118796,3.6262424097870367,1.3708895706025348,0.2002086359709683,Iris-setosa
+86,5.0036244663501,2.0,3.4457015492016314,1.0654391366114926,Iris-versicolor
+87,6.1914911999142666,3.4215435802468033,5.406892843000671,2.316667104087847,Iris-virginica
+88,6.309045029202165,2.795179507696763,4.969372200127213,1.7763829629833428,Iris-virginica
+89,5.172572090194556,3.759269780559065,1.4500254644125632,0.4440538023706342,Iris-setosa
+90,4.589323342958301,3.2318404439908366,1.4086522099318826,0.20168865620054138,Iris-setosa
+91,6.2865031614586115,2.3287353319346513,4.411746469756351,1.2858106669865923,Iris-versicolor
+92,5.995067755358242,2.889347619653452,4.492252866772645,1.5220827947624584,Iris-versicolor
+93,5.432154014965311,3.0,4.482085380761303,1.5056715353297145,Iris-versicolor
+94,6.495079800873845,3.0,5.8599721833324905,2.1947930007992547,Iris-virginica
+95,7.6099344556079425,3.0,6.570361445732834,2.119443085798835,Iris-virginica
+96,4.827688599165606,3.400746159115987,1.8028959100859736,0.20298691022839369,Iris-setosa
+97,7.89999871775017,3.8436917104469988,6.393041073602365,2.0418188626409646,Iris-virginica
+98,7.083515954934857,3.0,5.871514768206834,2.1113668250801028,Iris-virginica
+99,5.5956409600951496,2.4970757906301007,3.8822367865249787,1.0874594254707213,Iris-versicolor
+100,5.442311852831791,3.9027455276271743,1.2834490081526888,0.4102337933073408,Iris-setosa
+101,7.582977160535926,3.0,6.5405032310555375,2.108169245584315,Iris-virginica
+102,5.971379069583822,3.4129607641561144,4.443091515905156,1.5993597515670064,Iris-versicolor
+103,6.69789278036431,3.0,4.943122268084604,1.6965773010616925,Iris-versicolor
+104,5.1635699478239285,2.394836315025529,3.7432158141497656,1.0195699902855204,Iris-versicolor
+105,5.762505775335863,2.778276558061644,5.182662729115344,2.407999304200088,Iris-virginica
+106,4.815290670490976,3.396537737593629,1.6768323260506535,0.2017542609687999,Iris-setosa
+107,6.714115347740774,3.3238865478975894,5.718821637286148,2.5,Iris-virginica
+108,4.585628098177894,3.6446028141141396,1.0000003776207513,0.1970931601819264,Iris-setosa
+109,5.047013036902267,2.3652491800532167,3.5928846892122386,0.9620326055478867,Iris-versicolor
+110,7.620639753558127,3.0,6.604417700371469,2.1007038816028265,Iris-virginica
+111,5.004561951664768,3.611485107874383,1.3974788552313575,0.19891343572586112,Iris-setosa
+112,5.3360709446634464,3.396089488227358,1.575458957382463,0.2024060202743271,Iris-setosa
+113,5.0293553970269915,3.0205043810054577,1.8149036335714968,0.20638599875951433,Iris-setosa
+114,6.706305908180403,3.0507000124929546,4.798381495924367,1.568066242674942,Iris-versicolor
+115,5.771741590691913,2.671194726793119,5.083220799618273,1.91202883899936,Iris-virginica
+116,4.816142675238698,3.3882231518924355,1.96951182051022,0.19921297866332494,Iris-setosa
+117,6.717378472581315,3.1230631949863703,4.717964461455447,1.5360030631874628,Iris-versicolor
+118,4.899559578211621,3.0,1.411162280784588,0.19862251111022539,Iris-setosa
+119,5.011627700448188,3.0,1.5626517946221352,0.2003435668369275,Iris-setosa

iris/tab_ddpm/4/10/test.csv

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

iris/tab_ddpm/4/10/train.csv

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

iris/tab_ddpm/4/10/val.csv

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

iris/tab_ddpm/4/11/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1788482352397285,3.3238330172740014,1.5851527733742996,0.500829255556097,Iris-setosa
+1,6.194204350350895,3.388841161383514,5.427143561043387,2.292077813810401,Iris-virginica
+2,6.799887397042862,2.8024649354617406,4.796384573870111,1.4113754975674289,Iris-versicolor
+3,5.784343724913781,2.879854450659133,4.3064588780361595,1.3117806615551728,Iris-versicolor
+4,4.9613397278758775,2.3677554173703097,3.3825994962721486,1.0359213238775196,Iris-versicolor
+5,4.887705178742761,3.145698874810631,1.5034367640719977,0.10000012431057333,Iris-setosa
+6,4.8053308621123145,3.0,1.4430701761763225,0.10000010257236444,Iris-setosa
+7,4.776411742592113,3.0,1.356897416814406,0.1,Iris-setosa
+8,5.777624861331426,2.6746638434384344,5.071480040295564,1.8946714163252114,Iris-virginica
+9,5.493128623425549,3.0,4.509215832025159,1.4899068756741929,Iris-versicolor
+10,6.956387244207842,3.113333903705821,5.353970350266762,2.3012709140285224,Iris-virginica
+11,4.9870208686828095,2.393016139843919,3.4756371348147153,0.9416060491257627,Iris-versicolor
+12,7.069560011338624,3.0,5.887458395659434,2.081150874287289,Iris-virginica
+13,4.996840001016172,2.411936604337154,3.612323381237174,1.007037907746831,Iris-versicolor
+14,5.085898245838232,3.343067515683722,1.7455413472622192,0.5025953277845746,Iris-setosa
+15,5.398370152420824,3.418365599687979,1.7616175509297753,0.1970949800596402,Iris-setosa
+16,7.89999783938457,3.7917993276295316,6.367431540754331,2.0363860981606927,Iris-virginica
+17,4.86278261082145,3.0794922623924887,1.4692073403513066,0.10000009753676624,Iris-setosa
+18,5.7764108621031465,2.647169493449675,5.07755918897893,1.9135226126352087,Iris-virginica
+19,5.943609629796858,3.383270050611708,4.501972442753169,1.6201156359641244,Iris-versicolor
+20,6.472767946345723,2.975067880342458,4.297529978677762,1.3364427761789754,Iris-versicolor
+21,7.695753517729527,2.6069577944518034,6.899998493268483,2.3106227624190447,Iris-virginica
+22,6.66768603268384,3.3094739062912426,5.641447888868883,2.4999994310955986,Iris-virginica
+23,6.669596693376185,3.3163308822172457,5.707055813912587,2.12424958861742,Iris-virginica
+24,5.523093665327355,3.0,4.496341634927332,1.5011732327824938,Iris-versicolor
+25,6.527652939419679,3.0,5.871129176412416,2.216753612782157,Iris-virginica
+26,6.056924153624905,2.2616049767167166,4.19494733653982,1.0982340888851305,Iris-versicolor
+27,7.531740207661468,3.0,6.503763544704123,2.121028143789192,Iris-virginica
+28,4.801461008720872,3.0,1.4063093904643453,0.1000000919750118,Iris-setosa
+29,6.713689849776058,3.0759094245374805,4.720739948057456,1.4822847187801167,Iris-versicolor
+30,6.253304964498793,2.307645713799507,4.376330863738979,1.2517956492320186,Iris-versicolor
+31,6.698775715488779,3.0,5.004895451971048,1.7114919602910947,Iris-versicolor
+32,5.436007612554937,3.9425398782782475,1.254996933666608,0.4536594560952285,Iris-setosa
+33,5.377451656386675,3.404693283561452,1.5775477199911725,0.20230162359941137,Iris-setosa
+34,5.031940463451655,3.3335742653550597,1.6924889286286269,0.4899132429833336,Iris-setosa
+35,6.480919130428852,3.1892617617109535,5.086826491731009,2.01651769069106,Iris-virginica
+36,6.155254007836714,2.9086360024049234,5.480280449948692,1.7961538811277484,Iris-virginica
+37,6.110570045453221,2.798032780259186,4.684636878120924,1.2028526661160401,Iris-versicolor
+38,5.000043330537828,3.644818863466249,1.403728950235184,0.20664662987913374,Iris-setosa
+39,5.344008098075121,3.3783714020358677,1.5773015504987788,0.20004491470629795,Iris-setosa
+40,5.656938585356558,2.833233608943117,4.485157974244752,1.325948988416275,Iris-versicolor
+41,6.631123128419006,3.3007005137094945,5.591246346652528,2.5,Iris-virginica
+42,6.23566601141896,2.7907370562649882,4.294832595962122,1.173703968275305,Iris-versicolor
+43,5.006630502500183,3.6230820789362834,1.3905263635122214,0.19709867569921072,Iris-setosa
+44,5.092959014560352,3.5070994805271445,1.4032190630313446,0.19760132889348683,Iris-setosa
+45,4.960049460507096,2.0,3.416889434508821,0.7563873279845076,Iris-versicolor
+46,5.653703637180403,3.829960420411595,1.553317068489914,0.36518115666277734,Iris-setosa
+47,4.890057167970141,3.1232558247546103,1.4962884491902735,0.1,Iris-setosa
+48,4.4,3.205101656199739,1.3185550637512842,0.19842677477902693,Iris-setosa
+49,4.948839932886037,2.000000473231056,3.351488191675065,0.9587183907701888,Iris-versicolor
+50,5.993632692667486,3.3826955620344883,4.508121153900241,1.6206920357385897,Iris-versicolor
+51,5.087160371961747,3.5056137802041496,1.4039334411717204,0.20536786708376928,Iris-setosa
+52,6.906639722679701,3.1038059354951257,5.073832259539623,2.304692019979391,Iris-virginica
+53,6.106285789782071,2.782074213180428,4.6716620172514585,1.1834204167051818,Iris-versicolor
+54,6.632809717578758,3.30452720752656,5.6919061484016735,2.5,Iris-virginica
+55,6.6878755683363,2.4661016548694703,5.783141007619931,1.809965848356922,Iris-virginica
+56,6.177459537866794,3.3596235540093575,4.621095025117107,1.6080472637935583,Iris-versicolor
+57,4.4,3.1509065639122373,1.3073874982286284,0.18331672201894172,Iris-setosa
+58,4.795539124707929,3.4183922158320645,1.965132245503885,0.19881641441254605,Iris-setosa
+59,6.370854609940965,2.9097011274472337,5.593640930045756,1.7932328255471237,Iris-virginica
+60,5.983366348277528,3.4076697542836465,4.46573075336877,1.606890257661836,Iris-versicolor
+61,6.275288560379149,2.293702842263114,4.433460059418787,1.3360118207847314,Iris-versicolor
+62,7.002213843264478,3.079732685742165,5.06039675752028,2.313826626404941,Iris-virginica
+63,4.772341303151663,3.387640394972513,1.5739610213495998,0.19561195575007878,Iris-setosa
+64,7.334116904742493,2.9049029142469345,6.233880734229351,1.818338260843144,Iris-virginica
+65,6.110980702165848,2.800676250325937,4.625136318823082,1.172358917060863,Iris-versicolor
+66,6.712982874952241,3.0,4.9987448624413116,1.7054001713164335,Iris-versicolor
+67,6.498592986056387,3.0,5.774474576015237,2.169991141750258,Iris-virginica
+68,4.998737733800574,3.4081913773118067,1.6282067091958576,0.44526116984147035,Iris-setosa
+69,6.249842886857625,2.9041242940721914,5.567288033698835,1.7835098760561363,Iris-virginica
+70,6.290375395166343,2.4377352568847885,4.948549123901926,1.8921850423689845,Iris-virginica
+71,6.283416525200028,2.5853432193203716,4.841492854692295,1.7875826531995753,Iris-virginica
+72,4.585309885601766,3.178625857559953,1.3865590886772023,0.20255115459802506,Iris-setosa
+73,7.899998674056773,3.822697695737402,6.378886383312417,2.0237572902849723,Iris-virginica
+74,6.127741488347419,2.8091092629230325,4.685913853440356,1.2053698629649734,Iris-versicolor
+75,5.789019812322621,2.751355806341326,5.072550496308802,2.409135560029217,Iris-virginica
+76,5.456097668374096,3.947480694582333,1.2519622249911544,0.5411887877841393,Iris-setosa
+77,6.411200423318955,2.8814960608319335,4.285444554356847,1.292891057325704,Iris-versicolor
+78,5.879634418782008,3.1928047879580808,4.790370645707135,1.8132089229437083,Iris-versicolor
+79,5.7665206050720705,2.7872344655306356,5.087678315146025,2.390430788376807,Iris-virginica
+80,5.3079532869116575,3.3047492833248975,1.7064506391391459,0.20507075449480527,Iris-setosa
+81,6.319188959231758,3.2790004424874257,4.727287527843122,1.5955611681347266,Iris-versicolor
+82,5.716958831193077,2.8772940849168074,4.284802760373939,1.3236320886892938,Iris-versicolor
+83,5.993507999555441,2.8799300247670843,4.499080554850891,1.4460825160925177,Iris-versicolor
+84,5.7771710342784495,2.668861480201096,5.082096971780994,1.9275258835428544,Iris-virginica
+85,4.603146796100666,3.220059110305585,1.3877953745512674,0.19634303031784292,Iris-setosa
+86,6.268833861784703,2.6781750589573425,4.843066783245888,1.7912827983698003,Iris-virginica
+87,5.172238118355334,3.6753919138758255,1.5103324707831167,0.41634287760624217,Iris-setosa
+88,5.939966657660163,2.2076440413978577,3.9332122467383464,0.9903724212357758,Iris-versicolor
+89,5.890001864209186,3.214295050462426,4.805582330190194,1.7927595646663286,Iris-versicolor
+90,5.4830230831460085,4.2,1.338778117422502,0.21663133748464392,Iris-setosa
+91,5.693921495082614,3.0,4.251085769112631,1.2056922027966912,Iris-versicolor
+92,4.748672047416827,3.390730648367569,1.9366286154788352,0.20240536664264866,Iris-setosa
+93,5.129202444303247,3.732690344125318,1.4911566821592483,0.41343316346413195,Iris-setosa
+94,5.397673814337036,3.917962311466649,1.2755824149180761,0.3562911449481912,Iris-setosa
+95,6.484853623198549,3.168467344227851,5.619585472181819,2.4999958039477526,Iris-virginica
+96,5.012334704090166,3.381893432083711,1.6127897509839149,0.4676449669342658,Iris-setosa
+97,6.299749016669064,2.4565588264648857,4.953856941790118,1.8798204756357917,Iris-virginica
+98,5.384197637057186,3.391234387743746,1.5650700775448507,0.19567126815431624,Iris-setosa
+99,5.78353880986415,2.7860941359679163,5.219289885967588,2.402786029776465,Iris-virginica
+100,6.688138829813912,3.0,4.9727643609515715,1.6844915827160343,Iris-versicolor
+101,5.651101827936257,3.0,4.21304571451374,1.2685407806377638,Iris-versicolor
+102,4.906023226832341,2.0,3.399427699031902,1.0266433694476056,Iris-versicolor
+103,5.797026254725581,2.6728405544348344,5.096586236642169,1.9025011993702827,Iris-virginica
+104,5.8678550531619385,2.863335213918262,4.2289061288916505,1.2217881509906088,Iris-versicolor
+105,5.043450954326822,3.3405031211495664,1.7660211474622538,0.44609450330118566,Iris-setosa
+106,5.698280610867183,3.0,4.244215832361883,1.237259659346582,Iris-versicolor
+107,5.610261355250359,3.0,4.152591302907851,1.286361590216275,Iris-versicolor
+108,6.728027182420227,2.5045467736325304,5.832980062004647,1.8130869837491754,Iris-virginica
+109,6.682808018704605,2.8379009738248775,4.545716315027837,1.3715937424200206,Iris-versicolor
+110,5.732495879543587,2.82738861949653,4.51093884244746,1.3060957998709526,Iris-versicolor
+111,6.747661115603401,2.83710940514707,4.694962764794826,1.3915141654208745,Iris-versicolor
+112,6.338780587574523,2.895449204667747,4.305360936536402,1.3050849622481635,Iris-versicolor
+113,7.899998795715815,3.7786089014353377,6.385325851799684,2.042329970868401,Iris-virginica
+114,4.583621908203488,3.6637479622287548,1.0,0.20009078596809485,Iris-setosa
+115,7.6095117685079074,3.0,6.59641941252692,2.1178301351516566,Iris-virginica
+116,5.384676061865577,3.39702035682083,1.4985932527436745,0.42805068311179995,Iris-setosa
+117,6.6872407210137865,2.470640091153653,5.741671313435117,1.7976501515694903,Iris-virginica
+118,6.262615704540222,2.4858726669270057,4.955663707034856,1.9002634018830833,Iris-virginica
+119,7.8999990005742715,3.828307242911083,6.345144939111216,2.04999438192462,Iris-virginica

iris/tab_ddpm/4/11/test.csv

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

iris/tab_ddpm/4/11/train.csv

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

iris/tab_ddpm/4/11/val.csv

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

iris/tab_ddpm/4/12/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.5241246949504745,3.1930028840429414,5.097832532238495,2.0153922862038245,Iris-virginica
+1,6.545329682143706,2.970558272669733,4.3430961336713,1.346486228386332,Iris-versicolor
+2,5.395217056244993,4.2,1.309440756760262,0.2065870175210148,Iris-setosa
+3,5.0814271863218625,3.3071278105292596,1.8155779767567517,0.5149986852352586,Iris-setosa
+4,5.7936669105913,2.806544594465964,5.084384155110059,2.3982182046613447,Iris-virginica
+5,6.339188790675039,2.8590415217684884,4.275258469095279,1.258177727074164,Iris-versicolor
+6,5.884869078452698,3.223389463981132,4.795527157122289,1.8090145899320837,Iris-versicolor
+7,6.199132387060134,2.7871503083716367,4.250597709022999,1.1370969457094247,Iris-versicolor
+8,6.455763942002449,3.168155430721566,5.099663158356406,1.992075874970305,Iris-virginica
+9,4.890466154427617,3.1021922906707067,1.4729516983917406,0.1,Iris-setosa
+10,4.789906951356741,3.394874819284005,1.7145778569701569,0.20294684629303247,Iris-setosa
+11,5.415617613056783,3.907277974653966,1.2789710183926946,0.46230734523948375,Iris-setosa
+12,7.560762335600591,3.0,6.541466539993217,2.0928977322915565,Iris-virginica
+13,6.3901748782341095,2.873787527309571,4.297750727726032,1.3022840104670002,Iris-versicolor
+14,5.478613572940126,3.0,4.489065949735926,1.4847682433762848,Iris-versicolor
+15,5.8214047467739265,2.6927133726288486,4.0602801488772435,0.9092788617478615,Iris-versicolor
+16,5.894535663673928,3.2126894936069395,4.794950777544448,1.7961741409361822,Iris-versicolor
+17,5.04154420178211,3.350927584267482,1.7420032255901143,0.46902420316711996,Iris-setosa
+18,5.301780660507021,3.670130065812486,1.4890953229143362,0.1987478318582333,Iris-setosa
+19,5.4362028161289855,3.9139849833575204,1.331731513031286,0.35986046866248417,Iris-setosa
+20,6.776337365416118,3.1735659633719795,5.862648689669922,2.28779011179971,Iris-virginica
+21,6.3710221052165785,3.2729365331865816,4.707744248139051,1.5768530528033329,Iris-versicolor
+22,6.2799547290907585,2.4004902142576343,4.963678157490893,1.8915043817305743,Iris-virginica
+23,4.800013652355277,3.0,1.3950011105598124,0.1,Iris-setosa
+24,5.872699719184051,3.1947120749945244,4.775512739797724,1.7898350858489702,Iris-versicolor
+25,4.837680086308995,3.027616353019016,1.4237759599344826,0.10000012489759708,Iris-setosa
+26,4.772151749207636,3.4031454789691797,1.5957612904484635,0.19853659698078818,Iris-setosa
+27,6.491539576262178,2.9543097086548324,4.325557563354739,1.3340529466882356,Iris-versicolor
+28,4.603983232560869,3.6361689601078044,1.0000004405616298,0.1999478362115159,Iris-setosa
+29,4.989290580049009,2.000001055811552,3.508183489628772,1.0252406337621132,Iris-versicolor
+30,5.803294534910799,2.8116244955291587,5.068156883063407,2.397994203362961,Iris-virginica
+31,6.590225941299839,2.5050229361497975,5.64840526299805,1.8099288953992323,Iris-virginica
+32,5.613972984001389,3.0,4.140848530505704,1.2891925806094997,Iris-versicolor
+33,5.166721705318426,3.322553159715288,1.5641094769236028,0.4929977503755255,Iris-setosa
+34,5.137040918419946,3.502453373317406,1.3874253982041902,0.20252211934611378,Iris-setosa
+35,5.372114655778253,3.3845829938994134,1.7096281134927038,0.19729727618059645,Iris-setosa
+36,6.632234316788489,3.294161804485154,5.589101830968256,2.0793367090356694,Iris-virginica
+37,6.440908906961452,2.8802791874218934,4.286244388637333,1.2801888297363442,Iris-versicolor
+38,6.20555340002164,3.343827715434596,5.507804515452263,2.2716822073358998,Iris-virginica
+39,5.434631951451045,3.8924874660100075,1.3142604973640097,0.38806990964220833,Iris-setosa
+40,6.781476346760481,2.809799365345245,4.753180462547222,1.409755020942342,Iris-versicolor
+41,5.360060208306651,3.3907983018594035,1.5148549420564235,0.42573265159700047,Iris-setosa
+42,5.65864307775414,3.0,4.236435240595371,1.2761173268600767,Iris-versicolor
+43,5.329169160748066,3.0,4.443668116685711,1.4900091620715685,Iris-versicolor
+44,6.43250880129906,2.8849634092593144,4.2580500266264965,1.3146974200396497,Iris-versicolor
+45,4.940928186237287,2.000000712741012,3.1984850452043716,0.9280369163564921,Iris-versicolor
+46,6.4895459834702285,2.9426232596235113,4.337331617304421,1.3430296390465808,Iris-versicolor
+47,5.480342873789198,2.3960095940843678,3.811207924529958,0.966468349309177,Iris-versicolor
+48,6.055745893269431,2.7970253336387345,4.69220715505521,1.1942461890266562,Iris-versicolor
+49,5.3604162690280655,3.920238817246987,1.2854059004514418,0.4032121382114254,Iris-setosa
+50,5.7915566421697555,2.7837425876583137,4.143813925679536,1.055287741252884,Iris-versicolor
+51,5.202385012429244,3.390761697895091,1.4221830583746433,0.20383028481688706,Iris-setosa
+52,7.680377488432731,2.5789525867555243,6.89999886849398,2.3155195711761243,Iris-virginica
+53,4.776161959062388,3.3974958312215944,1.8397523516439638,0.19842039423408214,Iris-setosa
+54,5.8635002782444525,3.0,5.105893752574933,1.7774950677354737,Iris-virginica
+55,5.739177037641075,3.8427260818776157,1.7626341650093478,0.33512051573981555,Iris-setosa
+56,6.029864680701769,2.992569406610788,4.545552771171371,1.4058420049873188,Iris-versicolor
+57,6.4512397568366335,2.941456257386026,4.321641686229449,1.3248483314763215,Iris-versicolor
+58,6.80233375916947,3.230028388934027,5.910013897926593,2.3047737637230776,Iris-virginica
+59,7.689808935152545,2.5672925717473696,6.899998982112372,2.290553309841345,Iris-virginica
+60,4.910662017350745,3.1172129859829316,1.4890080422490541,0.1,Iris-setosa
+61,5.644533597554363,2.897118212736203,4.006885836886449,1.2911249176306276,Iris-versicolor
+62,6.396783678110223,2.879700139987923,4.284060575616189,1.2726487234133894,Iris-versicolor
+63,5.547601186964973,3.0,4.517276427661331,1.5064765898453663,Iris-versicolor
+64,5.037868463080194,3.549505060219826,1.4044136155756468,0.20093420323937256,Iris-setosa
+65,5.406012550843938,3.394323778328842,1.6032704739819565,0.20280195022053618,Iris-setosa
+66,6.174322158233998,2.2164224344712538,4.479101489396275,1.4265634812926649,Iris-versicolor
+67,5.076206580720682,3.5427439090439523,1.389936656762062,0.20128722523449186,Iris-setosa
+68,6.101360985632019,2.7826401316646954,4.699286765160422,1.195817257273561,Iris-versicolor
+69,5.917442779411869,3.2202915715326395,4.788646741361821,1.798914795708665,Iris-versicolor
+70,6.727073825288302,3.0,5.008451380820051,1.7087178942855932,Iris-versicolor
+71,5.392966607005562,4.1999992573113305,1.311455401135619,0.2261677244152083,Iris-setosa
+72,5.423933064850227,3.9251072159804212,1.2707009365217063,0.41296419893261666,Iris-setosa
+73,4.986337021131684,2.0000015697048337,3.527038809659215,1.02723761227612,Iris-versicolor
+74,5.4207244993644075,3.4139123722022098,1.4934465312061138,0.4308484139308061,Iris-setosa
+75,6.4452446514487045,2.910608080526221,4.3249470266195615,1.2961428354179494,Iris-versicolor
+76,4.953527723672863,2.0000010628938285,3.358966633396095,1.005100004202262,Iris-versicolor
+77,6.327837000262645,2.514778681374984,4.971347053770682,1.9123430071440928,Iris-virginica
+78,6.485928767953693,3.0,5.785703477446239,2.1781054980746077,Iris-virginica
+79,5.490149345259211,3.0,4.438169325054731,1.4683384003735789,Iris-versicolor
+80,6.8760860753968345,2.808518865233086,4.806292766990053,1.417775603360873,Iris-versicolor
+81,5.6916965575919845,2.526115764552015,3.848971114945123,1.0346270114325145,Iris-versicolor
+82,4.972290573884924,2.0000007137709734,3.5295050688222687,1.036271885198098,Iris-versicolor
+83,5.785120438057743,2.6558837688280645,4.10261370915149,0.9699276055572945,Iris-versicolor
+84,5.104648480280729,3.300151747957391,1.8791647426170826,0.5461441643236841,Iris-setosa
+85,4.773895017937105,3.0,1.3622887023322923,0.1,Iris-setosa
+86,6.154861803170807,3.3512455657238034,4.600939336194504,1.6071080413370307,Iris-versicolor
+87,6.198449268405528,2.2783259143262278,4.253862664013034,1.1666327781112493,Iris-versicolor
+88,5.132640173784905,3.4965240462813814,1.3915745270211384,0.20202920110930112,Iris-setosa
+89,6.535754376781826,3.043535857790006,5.409468374531975,1.9182049536293833,Iris-virginica
+90,6.524722295590174,3.2096613520026827,5.098697917194797,2.0337975348716277,Iris-virginica
+91,5.891774449119761,3.2052483401586462,4.781826361808333,1.811761540841797,Iris-versicolor
+92,5.710710874843743,2.8079713097953873,4.517053334526809,1.3017045717742395,Iris-versicolor
+93,5.390028061771463,2.4452738347407905,3.854983776752116,1.0483460462525553,Iris-versicolor
+94,7.7130585000908605,2.8132420712856305,6.684996187895702,2.0019949560361194,Iris-virginica
+95,6.876057251612721,3.1014613147503685,5.110368754217482,2.2945993321392084,Iris-virginica
+96,6.699962338623627,3.13607927751485,4.694750246717718,1.5278340522215674,Iris-versicolor
+97,6.214143496485513,3.376123030320513,5.439573144061309,2.295832259075283,Iris-virginica
+98,4.4790930457260005,2.2758678653480504,1.3070491018197115,0.29477016004965095,Iris-setosa
+99,6.39109857354881,2.404478375413029,5.038604137184811,1.8329019306188326,Iris-virginica
+100,7.003293512260336,3.0,5.9468191635018455,2.1691335564739793,Iris-virginica
+101,4.894044221217312,3.3899893350308323,1.6852480655543616,0.21758387583918776,Iris-setosa
+102,5.786851536508096,2.7351450317330137,5.180146805148732,2.397887550937364,Iris-virginica
+103,5.444550252871224,3.90110535791715,1.3018390297185443,0.4200927246043394,Iris-setosa
+104,5.506144162257612,2.5824797000810604,4.3824069072545155,1.197608562133695,Iris-versicolor
+105,5.465781052191795,3.917722789829375,1.304075368407854,0.4360937657373747,Iris-setosa
+106,6.903791398088039,3.0762717402033166,5.099136642157109,2.2969555205008385,Iris-virginica
+107,5.9641587273869385,3.3082122692090703,4.5592613709147125,1.6291956192181987,Iris-versicolor
+108,4.992193932874199,2.000000834645101,3.6013598695381894,1.0516728399303965,Iris-versicolor
+109,6.020247570608245,2.205380295704854,3.969278474932911,1.0021808253573172,Iris-versicolor
+110,6.577403801130957,3.2543598956940176,5.594880081566458,2.5,Iris-virginica
+111,5.124817744629028,3.515545424528604,1.3879320679273557,0.2012213763553485,Iris-setosa
+112,6.459578102983772,3.0,5.777715254468301,2.2431934155244044,Iris-virginica
+113,4.999513053799678,3.0,1.5732584086017356,0.19206807102007256,Iris-setosa
+114,4.610443514472445,3.207503655725483,1.411942524219634,0.19627043731355032,Iris-setosa
+115,5.017846983110852,3.6224000154182483,1.3744794820533128,0.1993082179262817,Iris-setosa
+116,7.689378533409552,2.7955616546248754,6.684961083232945,1.9867756797318905,Iris-virginica
+117,4.94495617227456,2.00000050036722,3.495171980252315,1.0194262735654935,Iris-versicolor
+118,4.810656954257406,3.381226084978958,1.8386174063064102,0.19754871922643955,Iris-setosa
+119,6.291695672975407,3.324874250197531,4.673292042950911,1.5916624924132963,Iris-versicolor

iris/tab_ddpm/4/12/test.csv

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

iris/tab_ddpm/4/12/train.csv

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

iris/tab_ddpm/4/12/val.csv

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

iris/tab_ddpm/4/13/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.770947605975499,2.6207734325273058,5.052149034750838,1.902721158548079,Iris-virginica
+1,5.979634982912521,3.4057181707180213,4.487157307052292,1.5774647447052237,Iris-versicolor
+2,4.8075503312306855,3.379698545459001,1.7656959970848622,0.20058246462114443,Iris-setosa
+3,5.880270887347753,3.0,5.0926937679908475,1.792591992698917,Iris-virginica
+4,6.242937977342058,2.411844215860329,4.985259982771261,1.9264069290752246,Iris-virginica
+5,4.975804882582491,2.0000010197762657,3.518615482126493,0.9797104985812584,Iris-versicolor
+6,5.395824597648748,3.916397768710121,1.2794146227119725,0.39940536209647753,Iris-setosa
+7,5.48450960759828,3.912830815042684,1.3061758874157747,0.40260361935493294,Iris-setosa
+8,4.490938544790367,2.273349149679259,1.2986055239602887,0.2870863259705972,Iris-setosa
+9,4.977915397858158,2.0000010602815195,3.600138125686673,0.9205978630424918,Iris-versicolor
+10,7.200212016444476,3.0,6.05781350670149,2.07365132249115,Iris-virginica
+11,4.800038907571487,3.0,1.396454881611752,0.1,Iris-setosa
+12,6.474845195098364,3.0,5.5281289354584295,1.7929025055081675,Iris-virginica
+13,5.107843681488795,3.516397506668641,1.4126990259131138,0.19921391296144786,Iris-setosa
+14,6.367388502398384,2.861157184072965,4.29240551385491,1.2707255762988956,Iris-versicolor
+15,6.225039201069756,2.800335113247408,4.556551021974624,1.163202975155844,Iris-versicolor
+16,5.774033882784953,2.7857079817548014,5.084436639855611,2.4006418746662854,Iris-virginica
+17,5.871326229177878,3.0,5.065419396181668,1.7923443352055266,Iris-virginica
+18,4.400000478885938,3.194857018804904,1.2911572502119024,0.1980127391312772,Iris-setosa
+19,7.693292255262147,2.5862605865616404,6.899998389426893,2.2856461114305024,Iris-virginica
+20,6.797554578704205,3.2157313381734722,5.839249486528615,2.2940429851683843,Iris-virginica
+21,5.159542319265241,3.469371532460534,1.3905761818143438,0.2001546258664901,Iris-setosa
+22,4.780777726579715,3.0,1.3883571373729204,0.1,Iris-setosa
+23,6.6773639457614795,3.1545046138316444,4.725021377539512,1.5153280134161347,Iris-versicolor
+24,6.3370768000763915,2.346582528477503,4.387971979213938,1.3074145098756376,Iris-versicolor
+25,5.0032191075927495,3.397653217094657,1.6182978300709898,0.4352179534027258,Iris-setosa
+26,6.856065187237551,3.09830124032964,5.154235828451712,2.295217207052584,Iris-virginica
+27,4.9706920757338455,2.000000707262412,3.240147518399478,1.051069179894152,Iris-versicolor
+28,5.765850728766709,2.6493583720101106,5.05884561238719,1.9185631357704027,Iris-virginica
+29,7.731238177735347,2.806184744712547,6.690545801337979,2.011389927893423,Iris-virginica
+30,6.254381187250389,2.6358884549512775,4.908297964798691,1.8209421819195097,Iris-virginica
+31,5.432726743112565,3.9785346780174136,1.2619380002974954,0.4925978650689746,Iris-setosa
+32,6.725931995868621,3.0,4.987974932265973,1.711746515086177,Iris-versicolor
+33,7.719529954192709,2.5802514831098664,6.899998726596799,2.2949113322169925,Iris-virginica
+34,6.366751682312513,3.2886301856127877,5.216325905843215,2.0934178912564407,Iris-virginica
+35,4.771546042363023,3.4000296126949947,1.5763282781818762,0.2008087635025401,Iris-setosa
+36,4.904117783407355,3.1251371973066986,1.4997593734722554,0.1,Iris-setosa
+37,6.237061654539267,2.910062871756905,5.508036567489079,1.7597999033637,Iris-virginica
+38,6.0175668417513375,3.3792550341828913,4.518362570028088,1.6342076679724904,Iris-versicolor
+39,5.76970075685158,2.6904403332081412,5.077178233478076,1.9034696923655459,Iris-virginica
+40,4.809271756438564,3.0,1.400053221948551,0.2841088103143016,Iris-setosa
+41,5.421553896636032,3.8828518580807203,1.3020172724351684,0.44091876027101373,Iris-setosa
+42,4.894722233369348,3.0,1.4051632777741563,0.2022738632004132,Iris-setosa
+43,5.717833846582185,2.7966440633882503,4.530886190132103,1.2854798055123058,Iris-versicolor
+44,4.48306307064882,2.3168772819798384,1.3031174111227997,0.2989036839412971,Iris-setosa
+45,4.600303516084668,3.1816844203604573,1.403805903561795,0.20031683086662533,Iris-setosa
+46,6.299869845221296,2.8882021059739205,5.588832121945252,1.7910323855198496,Iris-virginica
+47,5.208572502445448,3.4116790121457727,1.3953434540330378,0.20119847032548144,Iris-setosa
+48,6.594838098575002,3.2576542911393496,5.394525419056551,2.060884902271308,Iris-virginica
+49,4.777761053007104,3.4059793679221273,1.6223068043807032,0.20103864544129976,Iris-setosa
+50,5.455964521115917,4.2,1.3416941239836877,0.21764525176759178,Iris-setosa
+51,6.4861936038371315,3.225167023603321,5.0950518766505635,2.0056903788045175,Iris-virginica
+52,4.934171010145647,2.000000558745325,3.54982686824273,0.9680299953484575,Iris-versicolor
+53,5.711590876099979,3.8267074433299615,1.8975814540490272,0.3450062942652555,Iris-setosa
+54,6.739257223535047,3.0,5.881364854844538,2.147686740010106,Iris-virginica
+55,6.703467851173128,3.3194456079963737,5.683177750367705,2.1096106586662278,Iris-virginica
+56,6.316710416500444,2.850109482765879,4.295290152404499,1.2682220766360035,Iris-versicolor
+57,7.690066200939785,2.544715471767216,6.9,2.3139875790014286,Iris-virginica
+58,6.55623801510622,3.135582720981689,5.315611142213558,1.9548938264636673,Iris-virginica
+59,5.011364661308325,3.0,1.6566062822543428,0.19813585836792558,Iris-setosa
+60,5.763999482084861,2.6552875157953575,5.079368663667885,1.9201333195046906,Iris-virginica
+61,6.69289481321376,3.307802221207083,5.69990143984242,2.103490139139838,Iris-virginica
+62,6.911741589714819,3.0,5.784696924432196,2.1216841372715276,Iris-virginica
+63,5.41450649560408,3.914502349302087,1.297385960852838,0.3846988187351946,Iris-setosa
+64,7.671678706249155,2.797253402056223,6.667566912102837,1.984273523879177,Iris-virginica
+65,5.487168520590746,3.745792420802944,1.5249252337676373,0.23644815932520835,Iris-setosa
+66,6.823317846640854,3.1983894661208,5.915165236873459,2.318807492738805,Iris-virginica
+67,4.597572768300516,3.19699728563134,1.4020836567804968,0.19127824446896452,Iris-setosa
+68,5.491839680220835,4.2,1.3603229680449171,0.22600670112934484,Iris-setosa
+69,5.770106037458397,2.88231473265851,4.3189089606971365,1.3350994402251473,Iris-versicolor
+70,4.495116695736402,2.341008229316423,1.3192512175393203,0.3500142695496625,Iris-setosa
+71,4.87780557192525,2.3586911856506836,3.260081310404964,0.9670385008720781,Iris-versicolor
+72,5.073715962568041,3.5072336034654064,1.4011119893679844,0.19597138650606066,Iris-setosa
+73,6.196757215476635,3.1853584559896113,4.630289786920693,1.5056425570215901,Iris-versicolor
+74,4.760777471001546,3.0,1.3617281310230624,0.10000010563529978,Iris-setosa
+75,7.569306732910429,3.0,6.459779678284884,2.114175688236888,Iris-virginica
+76,4.577042541118112,3.1949810078839644,1.3891835774960768,0.20156642242224757,Iris-setosa
+77,4.586349719621493,3.1979487090181853,1.4082933326439566,0.21001340429717774,Iris-setosa
+78,6.866851715581831,2.7943295849921044,4.822904461520511,1.3987744031573635,Iris-versicolor
+79,6.236182019018621,3.4128644021504266,5.38619646326902,2.289409023565038,Iris-virginica
+80,5.819509225047868,2.6681314347552494,5.075862697784072,1.917339646836539,Iris-virginica
+81,5.3650883073733135,3.3944692683049964,1.6505281823929785,0.1983867018685006,Iris-setosa
+82,4.784100550472639,3.0,1.4006605110830568,0.292289164187714,Iris-setosa
+83,4.918653153822946,2.362626223340072,3.5681462871080085,1.011779528504449,Iris-versicolor
+84,6.68200921988471,3.289758505920935,5.656939883204904,2.1055938591028753,Iris-virginica
+85,6.913744018537449,3.086996746975165,5.1413027269930645,2.3042712377880217,Iris-virginica
+86,4.6027395900582375,3.1979337086047974,1.4149462885196864,0.19599820837225512,Iris-setosa
+87,7.27623238899373,2.910233587361903,6.277018816900928,1.8031610551379411,Iris-virginica
+88,6.768792943788916,3.0,5.838323825854174,2.1732262559213065,Iris-virginica
+89,5.806306823129085,2.7938223006143854,5.103522541588648,2.405418045605672,Iris-virginica
+90,6.11546087423803,2.800697712014334,4.70566817418413,1.1854629947705142,Iris-versicolor
+91,6.29783619265975,2.605377466968451,4.932444107720859,1.8101410154435493,Iris-virginica
+92,7.654902924359518,2.6105354503326352,6.899998321515913,2.3005388158729496,Iris-virginica
+93,7.723133313448418,2.6088293365210506,6.899998922749424,2.2954371323824985,Iris-virginica
+94,4.894561014418891,3.1618681778754625,1.480163224544996,0.1,Iris-setosa
+95,7.712921718283748,2.573851574936347,6.9,2.3126434026777187,Iris-virginica
+96,7.737424569444115,2.579099014603108,6.9,2.3322669555191005,Iris-virginica
+97,7.171120931579772,3.059093941930587,6.160128236127891,2.1923790952395144,Iris-virginica
+98,4.890986374595534,2.3867979757915743,3.319753054864762,1.0009056819305318,Iris-versicolor
+99,7.4494115330916335,3.0,6.370965415624648,2.0362374586774497,Iris-virginica
+100,5.792492894994258,2.8047287711550513,5.144221033140225,2.3997166375073813,Iris-virginica
+101,5.972023353067754,3.4066839271437854,4.503610755622842,1.606256347912315,Iris-versicolor
+102,7.562149541973973,3.0,6.503216551939928,2.119518174563275,Iris-virginica
+103,5.969537494523842,3.4104357323786245,4.489938151807874,1.6096406641478216,Iris-versicolor
+104,7.600391461066781,3.0,6.539538279791716,2.113624968274893,Iris-virginica
+105,4.8016625282734555,3.0,1.4030079144854517,0.3070528496622828,Iris-setosa
+106,7.097708496826779,3.0,5.815359165420429,2.1453321557858582,Iris-virginica
+107,5.747988576534777,2.8768364782176397,4.28342272184298,1.3127174681303024,Iris-versicolor
+108,7.442650394231983,2.872734513320112,6.405244377721235,1.82757605213659,Iris-virginica
+109,6.433359098063087,2.904601034339056,4.262599409052968,1.3231780222470142,Iris-versicolor
+110,6.499064089771791,3.0,5.881391304572602,2.2359099002420866,Iris-virginica
+111,5.8187816856969405,2.798986497884043,5.109881052292111,2.4025531066849846,Iris-virginica
+112,5.669287165879665,3.0,4.185094439473092,1.26246644828412,Iris-versicolor
+113,5.810545064827401,2.693299091112943,4.120424550227798,0.8441476704811981,Iris-versicolor
+114,5.785693816053533,2.9521048219191846,4.501111968916401,1.3993382967250039,Iris-versicolor
+115,5.203895818835435,3.5434894148985276,1.390595518118196,0.2263078533049351,Iris-setosa
+116,5.447275367385119,3.4090804547738065,1.8394586661056338,0.20119546854378526,Iris-setosa
+117,7.685370668198621,2.585358064819733,6.9,2.290179692453347,Iris-virginica
+118,4.993200243052544,3.4201094705116795,1.6612448323499631,0.42067412031807216,Iris-setosa
+119,6.54242534611234,3.0,5.513523956313421,1.7971540446201861,Iris-virginica

iris/tab_ddpm/4/13/test.csv

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

iris/tab_ddpm/4/13/train.csv

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

iris/tab_ddpm/4/13/val.csv

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

iris/tab_ddpm/4/14/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.536751715046297,2.4320546487249284,3.7698859326533087,1.0092186596489292,Iris-versicolor
+1,6.392278866585018,2.890983398527397,4.299168170207097,1.2894851302341155,Iris-versicolor
+2,6.0360223808979585,2.7884940699790848,4.642918297913692,1.1733759519506683,Iris-versicolor
+3,4.941553362115,2.0000006539592134,3.1177578058506557,0.9722387237061729,Iris-versicolor
+4,5.573276707718888,3.0,3.955734282631463,1.3182297944415415,Iris-versicolor
+5,4.603450700454036,3.6444474246364567,1.0,0.2014942211177115,Iris-setosa
+6,6.497801855168821,3.0,5.51135112213481,1.8015985646002122,Iris-virginica
+7,6.322196768775898,2.6714352727571704,4.8887520266296045,1.8152710838337245,Iris-virginica
+8,4.588655056931669,3.1971460918634995,1.4094920442225407,0.1975016278384664,Iris-setosa
+9,5.184861717932095,3.420623920886355,1.3985520364679433,0.2009615844730049,Iris-setosa
+10,6.05075288856123,2.8384760021779467,4.624356699801073,1.2969477274987669,Iris-versicolor
+11,6.29596859353417,2.6684157477546004,4.878713906591744,1.7839415810235542,Iris-virginica
+12,6.407973610914485,2.909974178063572,4.298361635447533,1.293167284923438,Iris-versicolor
+13,5.384994765021511,3.4107563147290056,1.6930082653609206,0.20135284044842197,Iris-setosa
+14,4.98080950121243,2.0000012685633033,3.5560674010640865,0.9012329265562458,Iris-versicolor
+15,4.58899400445567,3.1997625423408467,1.406741879708617,0.19327238353915027,Iris-setosa
+16,7.33556130248573,2.911806539772815,6.277227935478548,1.8137098258648083,Iris-virginica
+17,5.608277390357736,3.0,4.101776532545017,1.2793234549486885,Iris-versicolor
+18,6.855752011846708,3.1107465912612264,5.067166021635058,2.277240152986645,Iris-virginica
+19,7.203425204647762,3.0,6.065492777442972,2.087590247034741,Iris-virginica
+20,6.692225686968499,3.305686372794787,5.701620051492059,2.1061065156460366,Iris-virginica
+21,5.397942611682667,2.5168722638778354,4.2954590383980875,1.1354594428673737,Iris-versicolor
+22,4.970288861922875,2.0000011090580294,3.4995183561283434,0.9505780283893153,Iris-versicolor
+23,6.739518417069083,3.1174726600378415,4.7235808595677575,1.5252766726279794,Iris-versicolor
+24,5.690871087222149,3.8117526079896162,1.7287624368356478,0.3638674716836389,Iris-setosa
+25,4.988794028562184,2.0000006891757662,3.5934792335777646,1.0304953725960386,Iris-versicolor
+26,6.691695170259467,3.2897808517402725,5.677299873840376,2.117524175924143,Iris-virginica
+27,5.889479584321805,2.853129877221864,4.529330390026925,1.3955300531859662,Iris-versicolor
+28,6.790066105008618,3.203400152966387,5.973842748169976,2.290365386384379,Iris-virginica
+29,6.101476851540511,2.9582667762268717,4.593829442903818,1.3569325626734392,Iris-versicolor
+30,5.973799255576591,2.901034061127226,4.5093910641554675,1.4951275733111058,Iris-versicolor
+31,6.710373110115979,2.495780576019462,5.784559466399361,1.80935130297702,Iris-virginica
+32,6.288696512035201,2.4895339125425586,4.962082603924498,1.8754428100036318,Iris-virginica
+33,6.21104591673862,2.8757430698723776,4.224891389500625,1.2866688628642573,Iris-versicolor
+34,4.585906775934873,3.2275836912910516,1.3971925905268772,0.19728810749939685,Iris-setosa
+35,6.314180581655654,2.2970043162069844,4.367631616495775,1.2905930402041388,Iris-versicolor
+36,6.2567016864133915,3.325426774800264,4.65234912199956,1.6059858490526349,Iris-versicolor
+37,6.705976154566428,3.0,4.973742128028408,1.7047578655626583,Iris-versicolor
+38,6.821239845370895,3.209089765675143,5.887688358619079,2.3077248876990892,Iris-virginica
+39,6.792291079312461,3.093603653710278,5.099427706958074,2.318793405108558,Iris-virginica
+40,5.222508555046421,3.415265152470473,1.4071779673790652,0.19940908911579283,Iris-setosa
+41,7.153834294824647,2.8938107290872828,6.192179939483558,1.794123258405166,Iris-virginica
+42,4.76796680352261,3.3898397793282293,2.189934167600685,0.19957942914502003,Iris-setosa
+43,6.242267309339246,2.46208341849959,4.970414189200487,1.8837915812943433,Iris-virginica
+44,5.441577054354914,3.886035463391983,1.327223815363265,0.38426263226637325,Iris-setosa
+45,5.749822197028381,2.659353559785624,4.255422987828757,1.054595724088046,Iris-versicolor
+46,4.974131200480461,2.000000892321664,3.5761753622603996,0.9712463078914095,Iris-versicolor
+47,7.098791898577668,3.0,5.845127897070633,2.093083222163253,Iris-virginica
+48,6.889770109493632,3.1042537740502048,5.1355725253443305,2.2987387641896704,Iris-virginica
+49,4.959028719437799,2.0000009495178657,3.41158989434597,1.0304411853462803,Iris-versicolor
+50,5.013261203464609,3.5657252395430987,1.3868076981621067,0.2004506300510514,Iris-setosa
+51,5.026954477239143,3.727024067943428,1.3894594952079817,0.2136537855922233,Iris-setosa
+52,4.48159687618158,2.304219161697018,1.3550707033577822,0.28396919297117684,Iris-setosa
+53,6.419628856720886,2.9052326334678464,4.277916281923755,1.2962779859273785,Iris-versicolor
+54,5.006419444328908,3.697067865536534,1.3979341873472169,0.19854913430917215,Iris-setosa
+55,5.399635924082348,4.199999216129881,1.3446493353939384,0.21109439606801894,Iris-setosa
+56,6.059326460220463,2.790202566727151,4.638110550125854,1.1453947892243532,Iris-versicolor
+57,7.696034933235085,2.8018332450877312,6.688746059292665,2.0302726847574117,Iris-virginica
+58,5.124849421993263,3.4446284538747376,1.406180352782189,0.1986840098149242,Iris-setosa
+59,5.679044760038612,3.797560646431482,1.7821691189806128,0.3242242427287846,Iris-setosa
+60,6.330092610006352,2.8505656635645416,4.28432782977222,1.258635088617434,Iris-versicolor
+61,5.910633892396579,3.0,5.096280079691251,1.8095991344359783,Iris-virginica
+62,6.675284567008657,3.116130701756089,4.706917579242859,1.5043688610358632,Iris-versicolor
+63,5.4842333769069285,3.0,4.45671953361514,1.4969383521005117,Iris-versicolor
+64,5.893046168109976,3.220864995804463,4.780660614944263,1.8099832723636362,Iris-versicolor
+65,5.898758088526599,2.7359081049595497,4.386009068055861,1.0990559256398629,Iris-versicolor
+66,6.263543929779446,2.9028656606941237,5.526322552424916,1.7984215905362937,Iris-virginica
+67,6.648577079266,3.2760101151193024,5.59545988436618,2.0609035971548817,Iris-virginica
+68,5.599586846276557,2.7134958893190424,4.451255316171861,1.273041334921204,Iris-versicolor
+69,6.136584232523369,2.7848007888421167,4.657523031761948,1.205827663348164,Iris-versicolor
+70,7.679727269931829,2.584918410799044,6.899998848401797,2.305179715119605,Iris-virginica
+71,6.233450503475347,2.219254173211437,4.457024794314028,1.4031335009823316,Iris-versicolor
+72,4.941599411092946,2.0,3.349226200459726,1.012074481322334,Iris-versicolor
+73,5.125245538628728,3.4703469511475067,1.40220972340361,0.2023204079508715,Iris-setosa
+74,7.243071848597432,3.072782826989237,6.132692111018977,2.2685806975489387,Iris-virginica
+75,4.949128397197612,2.397087373713312,3.3122393078669345,1.0055156205743436,Iris-versicolor
+76,4.474002040512923,2.2583353039088387,1.3369203711882673,0.2814927945180175,Iris-setosa
+77,4.941322326883152,3.4887186900696703,1.4429387052398526,0.20115600707736445,Iris-setosa
+78,4.7541785190756425,3.0,1.3988021661550512,0.1,Iris-setosa
+79,6.795503979211254,3.191017470665331,5.901853006847482,2.2961417587115,Iris-virginica
+80,5.0193093154756445,3.681593273537482,1.3962525734732003,0.20861374955763184,Iris-setosa
+81,4.592894640907539,3.617382613555673,1.0,0.2069162286806178,Iris-setosa
+82,5.688668920218497,2.897748463805978,4.115596703542223,1.2997609067995912,Iris-versicolor
+83,5.93234192356209,3.0,5.096715362471339,1.8006969086365205,Iris-virginica
+84,5.318740225635121,3.679285562221623,1.5112427662144665,0.2049614405580153,Iris-setosa
+85,5.996990337840078,3.404055577955299,4.505578640891007,1.6242653204003912,Iris-versicolor
+86,6.095283540413629,2.806157262350084,4.617859869859637,1.2284731177465835,Iris-versicolor
+87,4.873918575017561,3.0,1.414653391464817,0.1,Iris-setosa
+88,4.4,3.1645675389404917,1.3297001348001256,0.20775461895483474,Iris-setosa
+89,6.19517622050032,3.0,4.613306532867956,1.4692449728921417,Iris-versicolor
+90,6.296897585347096,2.5581041627519467,4.827760549874872,1.836928380338862,Iris-virginica
+91,6.140744184490344,3.3979213269793016,5.403219114351071,2.2927761844676606,Iris-virginica
+92,4.967387791134737,2.00000050281068,3.170510415169564,1.0049492241332414,Iris-versicolor
+93,5.395259674105166,3.941308584915841,1.2855296251954125,0.3676359505059833,Iris-setosa
+94,5.914546872934298,3.23018583153254,4.809236934059911,1.8165900417692327,Iris-versicolor
+95,5.026001908518504,3.418377053649946,1.790426278051685,0.3805458026045018,Iris-setosa
+96,6.234026543516434,2.1889260558746484,4.5138048203337044,1.481505996512163,Iris-versicolor
+97,5.488809994586684,3.0,4.496560266263445,1.497981881068513,Iris-versicolor
+98,6.095071883449887,2.797380957257343,4.7180022330604565,1.2074159672032818,Iris-versicolor
+99,7.33105810610809,2.8974273053402846,6.276136619838246,1.7991536777831654,Iris-virginica
+100,4.899265596188928,3.1360723867218963,1.506276628918865,0.1,Iris-setosa
+101,5.268291929298139,3.7508860889439783,1.4649729475963156,0.3983183716325883,Iris-setosa
+102,5.1817623477858135,3.3906357088353483,1.4031541152222728,0.1957299156418879,Iris-setosa
+103,6.007418800329858,3.3987182934386273,4.488031390232096,1.5925570503595057,Iris-versicolor
+104,6.495931617964509,3.21303437195369,5.098063913366442,2.0340271190411134,Iris-virginica
+105,6.503878726015136,3.0,5.776081623859963,2.2056842800411376,Iris-virginica
+106,4.607458406077241,3.179223454506743,1.375267080146259,0.20162672117907168,Iris-setosa
+107,5.0148995766175535,3.6297120186427407,1.3905888463063287,0.19898752449664098,Iris-setosa
+108,5.736746857066459,2.8722083939081298,4.256150142115438,1.2957572293543693,Iris-versicolor
+109,5.975039878107523,3.37842299752587,4.510598720593562,1.6249958094176016,Iris-versicolor
+110,6.4029698253668625,2.89047814013839,4.262189420785289,1.2857736217992297,Iris-versicolor
+111,6.963506531672594,3.0,6.035178756516646,2.121926939657166,Iris-virginica
+112,7.070852840979993,3.0,5.727269098684624,2.200167031974397,Iris-virginica
+113,4.766421278041105,3.4110075880371125,1.6811412162463346,0.19775003229764762,Iris-setosa
+114,5.040092757878048,3.600817294615415,1.3844795014986084,0.20573266099163368,Iris-setosa
+115,5.582070499064541,2.899409447761692,3.74000421190141,1.3011820486250596,Iris-versicolor
+116,4.811158400201274,3.393849468428554,1.9608585208549254,0.20232708248188305,Iris-setosa
+117,4.969825469313611,3.6169885000995032,1.3810949478768553,0.20165380142870726,Iris-setosa
+118,6.7288931947442165,3.2707925979412757,5.725030986141572,2.166057772473487,Iris-virginica
+119,5.804087934422294,2.792174672996259,5.0648698128196346,2.40842782051158,Iris-virginica

iris/tab_ddpm/4/14/test.csv

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

iris/tab_ddpm/4/14/train.csv

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

iris/tab_ddpm/4/14/val.csv

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

iris/tab_ddpm/4/15/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.731345398313388,2.811353599994179,4.516650164792335,1.3017738418184017,Iris-versicolor
+1,4.9353975121580556,2.000000575802673,3.265103646073455,0.9701478307428968,Iris-versicolor
+2,4.977999235340815,2.0000006188601307,3.4816963889069954,1.0176905101597196,Iris-versicolor
+3,4.974103838993519,2.000000676833223,3.6114374458887903,0.8794501932621015,Iris-versicolor
+4,4.75486202986209,3.0,1.3370129019667643,0.10000009607102409,Iris-setosa
+5,5.979831882289188,2.884357972389584,4.498780419701184,1.4887953265738758,Iris-versicolor
+6,6.090751679699783,3.0,4.6002677405793095,1.4191442973314257,Iris-versicolor
+7,6.170799940374489,2.2040179546965586,4.485058038565903,1.4777174324767655,Iris-versicolor
+8,6.886578818012176,3.0998128206943543,5.10915746606271,2.2896587727985964,Iris-virginica
+9,7.703271800862059,2.5654014642243377,6.9,2.3052903729207546,Iris-virginica
+10,5.145345971390559,3.716226501644589,1.4860721449937562,0.4770561119348453,Iris-setosa
+11,6.283758793761351,2.922005511697577,5.493963770880024,1.7912132207423133,Iris-virginica
+12,4.872066722215368,3.0810551893264493,1.4738730834263842,0.1,Iris-setosa
+13,7.046662314255783,3.0,5.957199457835648,2.1235075170199136,Iris-virginica
+14,6.699781410367966,2.463305933931871,5.807577904022123,1.795963185296656,Iris-virginica
+15,5.01206418176388,3.647666199576993,1.369868383014129,0.2037325689806851,Iris-setosa
+16,4.962200827012792,2.0000006796697187,3.4594589923568044,0.9075334982511472,Iris-versicolor
+17,5.6742556882515975,2.8876439706190267,3.8575995449918454,1.2996877509122662,Iris-versicolor
+18,6.3165078864432385,2.459709921534136,4.966442984096007,1.900135816083795,Iris-virginica
+19,4.890511456160594,3.053871820911847,1.4679473749762528,0.10000010150536359,Iris-setosa
+20,5.703562102228987,3.820966713609873,1.8458974848317138,0.39845974548734375,Iris-setosa
+21,5.8756633568275225,3.191965567553149,4.76000736418707,1.7751118974270896,Iris-versicolor
+22,6.410891448239894,2.8737079469391675,4.278528866138417,1.2891257419860178,Iris-versicolor
+23,6.711485525211402,3.0,4.991121078676373,1.7051680985629383,Iris-versicolor
+24,6.271756370925013,2.5074226710973977,4.920040576451623,1.842033051590661,Iris-virginica
+25,5.97461619060952,2.1901798275121758,3.89913057496273,1.0031988379761017,Iris-versicolor
+26,4.774575277071558,3.4002581735030257,1.8444463561613915,0.19481011093997813,Iris-setosa
+27,5.891534003098356,3.237800781982375,4.743071156559028,1.7552340927705123,Iris-versicolor
+28,6.9054898227025046,3.082190250634076,5.125605474451456,2.2953665907054996,Iris-virginica
+29,5.875760390360284,3.2248191046711794,4.749312360354023,1.8163769072930651,Iris-versicolor
+30,6.706479152673833,3.0,4.969676600263519,1.685833839121091,Iris-versicolor
+31,4.4935147955617225,2.3019997655152813,1.3360605563726808,0.3512508783380006,Iris-setosa
+32,5.428729105953583,3.971562356766694,1.2499692519549426,0.43735105569728344,Iris-setosa
+33,4.890789861775635,3.116273705199539,1.4783228030172801,0.10000015974867574,Iris-setosa
+34,6.693197896149173,2.447736237783962,5.735810847704435,1.8119279826318628,Iris-virginica
+35,4.603539782654034,3.604965239550746,1.000000585654875,0.19637810342404521,Iris-setosa
+36,5.09970106398113,3.500574439723132,1.3833875230559691,0.19835619024555534,Iris-setosa
+37,7.138344538650556,3.0,5.954526517210234,2.073942500866772,Iris-virginica
+38,5.519862426457953,2.615312369724947,4.435073262486566,1.2631410538930592,Iris-versicolor
+39,6.528740973689965,3.0,5.522944793444637,1.8108091031044695,Iris-virginica
+40,4.984900122762681,3.0,1.552785353788804,0.20203629807164578,Iris-setosa
+41,4.897463102432532,2.3805283739937835,3.6003112226652965,1.0045898680583314,Iris-versicolor
+42,5.99751756937721,3.3782352233406043,4.514536463919831,1.6077265860825538,Iris-versicolor
+43,7.72502655225324,2.6079807836883604,6.899998775179572,2.2955312842958913,Iris-virginica
+44,6.6941373694494395,2.5030103040398206,5.787749663219601,1.8067586711188344,Iris-virginica
+45,6.6866766961667015,3.2725542686731486,5.700964785618643,2.1242598738521266,Iris-virginica
+46,6.396022741593416,2.8837362085507796,4.296239893092494,1.294653351034234,Iris-versicolor
+47,5.769779959805287,2.805078509370219,5.120872944144517,2.394207922472999,Iris-virginica
+48,4.986548931471276,2.0000008462940455,3.4975584510842666,1.0113382461396305,Iris-versicolor
+49,4.9559188822723845,2.000000451735086,3.5017724832766315,0.9584573354694963,Iris-versicolor
+50,7.675323993499164,2.6010489092646387,6.899998794796009,2.3075528471032976,Iris-virginica
+51,4.920659737526676,2.3893254492978713,3.5176466827579085,1.0235017499117973,Iris-versicolor
+52,5.207967285766599,3.4156328391449424,1.4012940227205313,0.2006692178969018,Iris-setosa
+53,7.699857949478899,2.583707399045263,6.9,2.3169112536633714,Iris-virginica
+54,5.416444077693809,4.2,1.2768926063328991,0.20728979826336172,Iris-setosa
+55,4.79276829414423,3.381000477891492,1.5411792645534808,0.20192665996513898,Iris-setosa
+56,6.296969283062644,3.322243178942172,4.680293327828466,1.6042824835274254,Iris-versicolor
+57,5.409583377732513,3.4003226576689882,1.6975638180705657,0.200389050870964,Iris-setosa
+58,4.932599067205233,2.000000978356257,3.494443041119076,1.0006336246023075,Iris-versicolor
+59,6.84317105869805,3.0941401362200196,5.093981966434708,2.3067328129637885,Iris-virginica
+60,6.283178519097407,2.82517324511557,4.3045385807009025,1.230829255403521,Iris-versicolor
+61,4.895819894658745,3.120860950934886,1.500435654240819,0.10000011090819838,Iris-setosa
+62,5.782253752806785,2.7175600223719973,5.118756205419074,1.9087574632968194,Iris-virginica
+63,6.716139671762094,3.2654276065262557,5.721550292513603,2.159445843985919,Iris-virginica
+64,5.785517644132996,2.641427038487305,5.090084526723637,1.9098049840098827,Iris-virginica
+65,6.248623553582271,2.6780210955149046,4.896281015162282,1.8144370889691002,Iris-virginica
+66,7.610445892908827,3.0,6.588989516650814,2.1043838101862353,Iris-virginica
+67,6.462895595061353,3.1757821925572283,5.086218469804355,1.9942971881771023,Iris-virginica
+68,5.418204120816029,3.395967303614613,1.7056426769036237,0.20009209805785194,Iris-setosa
+69,5.991304428012643,3.3744969186425076,4.540534991724167,1.6191382363007485,Iris-versicolor
+70,6.623678161193399,3.0,4.424743352733792,1.4304509916030097,Iris-versicolor
+71,6.83438033358062,2.798747274952853,4.812125556548412,1.4158271676742378,Iris-versicolor
+72,6.705565793264298,3.2961082853442054,5.732104200108061,2.108447876609701,Iris-virginica
+73,5.52502636902608,2.6025433829886753,4.396611346561461,1.2154782708227296,Iris-versicolor
+74,6.221594200069713,3.3983687156117717,5.382543912138384,2.302065880275342,Iris-virginica
+75,6.717977421498806,3.0,4.979210067262876,1.704629901840104,Iris-versicolor
+76,4.792831201186959,3.4147710195779024,1.7599280224147982,0.20648003660814976,Iris-setosa
+77,5.984118066065408,3.398987035346701,4.500192734592179,1.6233631153327055,Iris-versicolor
+78,7.580344381466642,2.8630051965069163,6.587466541847149,2.0164706525187936,Iris-virginica
+79,6.674095567358972,3.0525208139013134,4.59558510583959,1.5078837649361032,Iris-versicolor
+80,5.698761939452865,3.843394615917396,1.5745676363767882,0.3363235687444209,Iris-setosa
+81,6.69810158184145,2.47016348695664,5.755023481350664,1.8073961935175116,Iris-virginica
+82,6.495468985887976,3.0,5.43759780283804,1.8144865110776727,Iris-virginica
+83,4.973534574601138,2.0,3.1499186625725892,0.9632900976411773,Iris-versicolor
+84,5.523795144421105,3.0,4.494745895424466,1.4944640699252745,Iris-versicolor
+85,6.247370444430987,3.383342852557503,5.445759034747357,2.269401460413749,Iris-virginica
+86,6.703318910189044,3.291301869073713,5.690771695119656,2.106669540570726,Iris-virginica
+87,5.419026540981717,4.1999990549370425,1.2833841290900323,0.20484121593261295,Iris-setosa
+88,7.4058306183027005,2.9111963198754305,6.35854580280242,1.8750209446086301,Iris-virginica
+89,6.694298093350714,3.0,4.9973654924080275,1.7109995243186844,Iris-versicolor
+90,6.69503749259339,3.0,4.9710567468699445,1.6985127395709938,Iris-versicolor
+91,6.519024306586261,3.0,5.789385707607779,2.1691160447957705,Iris-virginica
+92,5.4711027512146435,3.943697308173378,1.282697795818034,0.4406537968827892,Iris-setosa
+93,6.142059487731845,3.0,5.148161303273025,1.8398172722779091,Iris-virginica
+94,4.6018001991315,3.700184008707294,1.0000005965098338,0.2015052247468628,Iris-setosa
+95,5.467977412514706,4.199999232925048,1.3444629259272332,0.20392772566168235,Iris-setosa
+96,5.033433176193528,3.541598008494331,1.3896333499911049,0.20544659519558564,Iris-setosa
+97,6.266495436642158,2.2835084878267065,4.4383768570995485,1.378876574015871,Iris-versicolor
+98,5.4758461896894755,4.199999313511525,1.3209227123057121,0.21610826798405386,Iris-setosa
+99,4.599358598967084,3.1506113330831496,1.4191689548240802,0.20202134569155294,Iris-setosa
+100,5.82367731280163,2.7954992606082842,5.168001914382483,2.389646152873413,Iris-virginica
+101,6.394365456197352,2.874134207184736,4.275595359550658,1.277656720501125,Iris-versicolor
+102,6.339397128490876,2.271689842687964,4.422499520048992,1.298243504308796,Iris-versicolor
+103,5.4517412212691925,3.0,4.464974931363116,1.4860847917708186,Iris-versicolor
+104,5.469448396022802,4.199999099074948,1.3551102090577414,0.19830641048671144,Iris-setosa
+105,6.715967449140625,3.0,5.010436875170916,1.7076647890371233,Iris-versicolor
+106,6.781435300487095,3.199940886900897,5.855043671327383,2.3075975272933262,Iris-virginica
+107,4.580285682761157,3.6885020111031124,1.0,0.2020271246638356,Iris-setosa
+108,4.890292572760154,3.0935851896609528,1.484541756570868,0.10000011785277867,Iris-setosa
+109,6.785292642638972,3.1859140157053694,5.798172461045348,2.305140654065248,Iris-virginica
+110,6.359321262423839,2.855481987672414,4.264495944463578,1.264933575237597,Iris-versicolor
+111,5.783259232852352,2.793644890671538,5.084702085028032,2.4011268958249423,Iris-virginica
+112,6.792385296773496,2.7959337916213767,4.794476618069816,1.4253696625259975,Iris-versicolor
+113,6.0088848480676385,3.4053962583389623,4.5140973307664005,1.6170820733113787,Iris-versicolor
+114,6.068148524339603,2.265995501289742,4.235132511732797,1.0144845482945266,Iris-versicolor
+115,5.961182678050878,2.176576378281285,3.9356907817066857,0.9316793786294739,Iris-versicolor
+116,7.167550669909614,3.0,5.898122198095727,2.1224374702725815,Iris-virginica
+117,6.056856857449953,2.741630532655998,5.150437566273812,1.8364503899571465,Iris-virginica
+118,5.06655655090593,3.3722601937707397,1.6156044549898452,0.4884395139464476,Iris-setosa
+119,4.49121967254393,2.3353930391793107,1.3353732109220675,0.2992097029502159,Iris-setosa

iris/tab_ddpm/4/15/test.csv

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

iris/tab_ddpm/4/15/train.csv

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

iris/tab_ddpm/4/15/val.csv

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

iris/tab_ddpm/4/16/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,4.895184655524137,3.0,1.382392374845043,0.19411089631608597,Iris-setosa
+1,5.5628302832167735,3.0,4.490125867209573,1.5222057345052666,Iris-versicolor
+2,6.783096618558278,3.191596705592779,5.881745178402865,2.3047852719854984,Iris-virginica
+3,6.713552181939482,3.1232617565801886,4.670518441901687,1.5045824233530303,Iris-versicolor
+4,6.675585523532702,3.258933906299705,5.704780736214179,2.106835374661084,Iris-virginica
+5,5.776487668847955,2.671262411335224,5.085585517953202,1.9143285561346324,Iris-virginica
+6,6.663685162998421,3.1217495425343875,4.7066724139580485,1.5097049716779412,Iris-versicolor
+7,5.879884423913338,2.1872409680672784,3.9830016564205484,1.0004753539146267,Iris-versicolor
+8,5.046149103725813,3.3658964882734925,1.6031658930430592,0.5495170582974804,Iris-setosa
+9,5.136399844010074,3.5027565641647946,1.4011114902389918,0.20275681987225158,Iris-setosa
+10,5.743578171956325,2.6128184555101033,3.9626947542588105,1.018529536030034,Iris-versicolor
+11,6.284754536484458,2.651932974565146,4.861604204042195,1.7879648947789513,Iris-virginica
+12,5.789785323427043,2.677097793499749,5.044547354358217,1.9058217584481378,Iris-virginica
+13,4.933257124787522,2.0000006326625193,3.469413717475099,1.0084905904050363,Iris-versicolor
+14,5.2757434324420025,2.3389768247747535,3.6310694838410633,0.867480730025771,Iris-versicolor
+15,5.187721018664199,3.456213633520655,1.4036926930585825,0.1976017410843302,Iris-setosa
+16,5.597875451039152,3.0,4.169026935135885,1.3018583974018234,Iris-versicolor
+17,5.772640544208021,2.7662082976592988,5.126798162640398,2.340358344648146,Iris-virginica
+18,5.675820193944565,2.9085408780647253,4.134426242846787,1.3032127828665792,Iris-versicolor
+19,4.755710317231628,3.4024079453294296,1.7244516862047412,0.1972519797368922,Iris-setosa
+20,5.806332851186881,2.50926930410991,3.9231617912359686,1.0446978978837533,Iris-versicolor
+21,4.966780935740237,2.00000067091185,3.6121568826979122,0.9255255778780613,Iris-versicolor
+22,5.011014529483511,3.3896506618512,1.5824652776611963,0.4728838986218038,Iris-setosa
+23,5.784655239791088,2.660862463789257,5.087282983873186,1.8965277989465257,Iris-virginica
+24,5.627497758026619,3.808272650320339,1.5462809268077131,0.2695243436169556,Iris-setosa
+25,6.4198902497139265,2.9054077035851025,4.271382714667921,1.3036860206000673,Iris-versicolor
+26,4.4,3.213035946445919,1.2924495585895657,0.19589051416048825,Iris-setosa
+27,6.627230227353493,3.0,4.419140493198966,1.406021068384738,Iris-versicolor
+28,4.813890644681116,3.3868104923230904,1.5906271974703834,0.19448555366555687,Iris-setosa
+29,6.778832233042183,3.164144609529122,5.872160656715332,2.2981555084387386,Iris-virginica
+30,5.808793417406383,2.6975904216723245,5.090234827780304,1.9260857311394304,Iris-virginica
+31,4.769871632851132,3.406102361209246,1.8105732449943588,0.20877252110314107,Iris-setosa
+32,4.4,3.2268417148019455,1.2863387127254662,0.20047098624779633,Iris-setosa
+33,6.77879631636336,3.196619237189979,5.89468346187584,2.282310555129086,Iris-virginica
+34,6.415296587597675,3.0,5.404732049830922,1.797847042241992,Iris-virginica
+35,4.948546456355545,2.0000005219912604,3.3737029245873584,0.8637076108167623,Iris-versicolor
+36,6.288734382790438,2.886727784812935,5.574302063724269,1.7791791074347698,Iris-virginica
+37,4.584707493914212,3.6428321014372154,1.0000004054182585,0.19812759122577167,Iris-setosa
+38,4.7353435903486,3.0,1.3559687029416603,0.10000009479955152,Iris-setosa
+39,5.579759486336879,2.605898612245388,4.457923668527538,1.2531014621604784,Iris-versicolor
+40,5.521920235451715,2.614835742564819,4.408950497910479,1.2127004989269128,Iris-versicolor
+41,6.291808878296693,2.8740745259874627,4.3150955167760685,1.3214524429460408,Iris-versicolor
+42,6.533397931550859,3.0,5.7771869341410165,2.1947389428295803,Iris-virginica
+43,6.527028285496084,3.2857757929722524,5.661808241752901,2.2790880861997938,Iris-virginica
+44,7.899998929747946,3.6947422817556204,6.423635779781562,2.0765446605735765,Iris-virginica
+45,5.898306259818723,3.251376571067231,4.762092409714017,1.7853618308361328,Iris-versicolor
+46,7.899998290978875,3.806456288960296,6.492096107612761,2.004294086699615,Iris-virginica
+47,4.795608824110865,3.406965245451199,1.756273233987803,0.20308838528588072,Iris-setosa
+48,5.550353332044278,2.4379175982240833,3.983771233688014,1.0738988165861503,Iris-versicolor
+49,5.370786017526107,3.3786763194029064,1.5176641982533448,0.45337995397103725,Iris-setosa
+50,6.28627935985993,2.902165813564077,5.603458853387953,1.78527524394571,Iris-virginica
+51,4.96342201331665,2.00000107892366,3.4413314561090544,0.9226082091571906,Iris-versicolor
+52,4.802917148434801,3.397049743216415,1.5691389233812252,0.19876265959290645,Iris-setosa
+53,6.1983675941239476,2.69834699590045,4.913274501806659,1.8062989220969636,Iris-virginica
+54,4.962527152724957,2.0000007586701543,3.446095422060802,0.9416138479269804,Iris-versicolor
+55,6.72152550353038,3.0,5.015919641946732,1.715653352858767,Iris-versicolor
+56,6.14352664912098,2.797672269103712,4.644331989179117,1.226939130855702,Iris-versicolor
+57,5.969736637816668,3.4108135060124334,4.5111433282057956,1.5895864162359044,Iris-versicolor
+58,7.585584591951882,3.0,6.555149720511423,2.1113865987741636,Iris-virginica
+59,5.872410283093484,3.0,5.100960748163409,1.8040197070534236,Iris-virginica
+60,6.678385667910922,3.1766776234013654,5.6612240654476995,2.0597394853672775,Iris-virginica
+61,5.4973706616573,2.4827422451664707,3.979199217883476,1.0594790816719524,Iris-versicolor
+62,5.904013812825843,3.0,5.089958779936781,1.7990066888998648,Iris-virginica
+63,5.772148145778315,2.6669543607846653,5.0842407523560045,1.8875341747273238,Iris-virginica
+64,6.380383544920062,3.263475951329809,5.224258301867394,2.1445185375206144,Iris-virginica
+65,4.592344050352664,3.6080711978304327,1.0000004631839778,0.18909942427600418,Iris-setosa
+66,5.106904980813301,3.4905665608162995,1.400279383941242,0.1986625664851967,Iris-setosa
+67,6.1653085414831255,3.3402036969012285,4.627963939373104,1.5844637732665268,Iris-versicolor
+68,6.305565588576423,2.673305280803193,4.82145159195889,1.782517336775355,Iris-virginica
+69,6.707134609675097,2.5900914182313315,5.801459299514682,1.785878715409018,Iris-virginica
+70,4.812707860308669,3.4015880498380917,1.5771763737373243,0.20558045547926926,Iris-setosa
+71,6.081289662037391,3.416987315426552,5.442513031108673,2.2964522487638326,Iris-virginica
+72,5.0393594043013685,3.5701946569492233,1.4127682469197218,0.20060490668309328,Iris-setosa
+73,6.166114773713854,2.2129763482892306,4.478180138570085,1.5001247381446574,Iris-versicolor
+74,5.808160842332043,2.6812458265785954,4.133363752190827,1.00450152035698,Iris-versicolor
+75,4.904916313541126,3.07561912671029,1.4972663029768307,0.1000001046254125,Iris-setosa
+76,6.772687358319712,3.034436024667403,5.86298121071836,2.2307102988778036,Iris-virginica
+77,5.454562489721561,3.63123107434763,1.521911695444566,0.2265322341801274,Iris-setosa
+78,6.539434210151927,3.0,5.816944701497028,2.188256844169951,Iris-virginica
+79,6.632521124943628,3.315602265433138,5.516690098632894,2.4999993356403123,Iris-virginica
+80,4.901051091764288,2.413093966870717,3.3644761149916746,0.9890500532789437,Iris-versicolor
+81,6.569910045348161,3.0,4.422959868845836,1.4334542099805387,Iris-versicolor
+82,7.9,3.845704106942759,6.3269076402801,2.045856931552085,Iris-virginica
+83,5.1908824801156745,3.4053108086555324,1.4015506127457873,0.20054496094774346,Iris-setosa
+84,5.463255144854835,3.9585871049879318,1.2584213607745354,0.49285778785471535,Iris-setosa
+85,6.118153470585361,2.795128542540727,4.640185030406335,1.1785300497475202,Iris-versicolor
+86,6.102853321132904,2.9862576887281507,4.537098912368852,1.378644619068115,Iris-versicolor
+87,5.700726098170124,3.774417869403983,1.5708173273682782,0.36351442677987533,Iris-setosa
+88,5.886145735735369,3.0,5.097822070533999,1.8176641394621622,Iris-virginica
+89,4.631972710692408,3.5592288512071564,1.000000523979973,0.20317934450525127,Iris-setosa
+90,6.015892083640895,3.397146696715183,4.494137656307799,1.5859740347486735,Iris-versicolor
+91,4.585297076743724,3.210094995492065,1.3945185680188146,0.19926830400324957,Iris-setosa
+92,5.434144069058484,4.2,1.3465790751562978,0.1968146685175094,Iris-setosa
+93,5.655857580154247,3.0,4.231454063130439,1.2404589233305332,Iris-versicolor
+94,6.873167875297695,3.2111385629058575,5.938056037460107,2.3189660452025973,Iris-virginica
+95,5.981098285613639,3.415665527160999,4.522841742587415,1.6399457880408077,Iris-versicolor
+96,7.3043631191361795,2.8950528587820794,6.251271069858296,1.7997429142026986,Iris-virginica
+97,5.748415384918383,2.8843497210166533,4.267601301085357,1.3118436702343437,Iris-versicolor
+98,5.007862174523581,3.0,1.5875542405073477,0.19177833677773,Iris-setosa
+99,4.7992698604517,3.4061396034247933,1.5732737383830773,0.2021293200400139,Iris-setosa
+100,5.780059275306648,2.6363661747207576,5.056094879367466,1.8990377184649325,Iris-virginica
+101,4.865585762431318,3.0,1.416028937281973,0.1,Iris-setosa
+102,6.203468654103113,2.254960431206244,4.320778065897397,1.1958261514780977,Iris-versicolor
+103,4.991728930693374,3.0,1.6350731497892004,0.19768941180906016,Iris-setosa
+104,5.436025764538038,3.405938988297497,1.5682942239623376,0.19672034751470183,Iris-setosa
+105,6.705629641505417,3.0,4.960724603566234,1.694092829567711,Iris-versicolor
+106,6.074341404136069,2.8040761902689804,4.672576888983657,1.1482373248526965,Iris-versicolor
+107,5.91729817445596,3.2144790834236536,4.787916260429757,1.7822614793078333,Iris-versicolor
+108,4.953947778307454,2.0000005163341075,3.3952000233576336,0.9628219782200302,Iris-versicolor
+109,6.259493691295184,2.9326315851511353,4.419049276126906,1.3350310326990709,Iris-versicolor
+110,6.42737575462494,3.0,5.505811682868458,1.8026693689325297,Iris-virginica
+111,5.6563674552336645,2.816406722818281,4.487741292796125,1.309566384384649,Iris-versicolor
+112,7.68202953751983,2.583133785696634,6.899998931248083,2.3152151093612705,Iris-virginica
+113,6.131013273156322,3.4069707091130805,5.432248697202933,2.3058468338081313,Iris-virginica
+114,4.77157284552874,3.400400433247241,1.7928343407917933,0.19901952468906786,Iris-setosa
+115,5.6388508630004965,3.7884847710823606,1.5730812613659035,0.343819645505851,Iris-setosa
+116,4.794820282840714,3.4008985841636035,1.8562434615114896,0.20104824032607757,Iris-setosa
+117,6.926461887651419,3.2055388861910727,5.9693201834460226,2.2965182433039573,Iris-virginica
+118,5.439567590388744,3.0,4.444863954036068,1.4758415563075522,Iris-versicolor
+119,6.383091000370842,3.271544199082839,4.6625560279050635,1.5771070682177872,Iris-versicolor

iris/tab_ddpm/4/16/test.csv

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

iris/tab_ddpm/4/16/train.csv

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

iris/tab_ddpm/4/16/val.csv

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

iris/tab_ddpm/4/17/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,4.9898123217688,2.4173410082823628,3.6193652187409056,1.0253836540205772,Iris-versicolor
+1,4.959337787801375,2.0000007266665434,3.591566922262527,0.922627931743093,Iris-versicolor
+2,4.991360225713066,3.4106316414830546,1.6058045395092508,0.38637053589193016,Iris-setosa
+3,5.338598842835135,3.6605667276724096,1.4958800491003343,0.20736273209333927,Iris-setosa
+4,7.12173349307927,3.0194171737054494,6.0274543038074135,2.1948113775730675,Iris-virginica
+5,4.60196823463165,3.6093415228960146,1.0000008523378188,0.19943160821655104,Iris-setosa
+6,5.555079128157815,2.415017852502725,3.771049271446158,1.020161976565302,Iris-versicolor
+7,6.2589244479631345,2.9113171208036084,5.588300109377809,1.8048212649085236,Iris-virginica
+8,5.027984776984139,3.3595902382195133,1.7510822117379532,0.447820029260533,Iris-setosa
+9,6.320289648577993,2.909061351801065,5.599966710296823,1.8016288776607525,Iris-virginica
+10,5.791436644273073,2.6669750108480925,5.080593439078821,1.9079714517581516,Iris-virginica
+11,6.9878608974771605,2.966712032845669,6.007102026063555,1.926895495102614,Iris-virginica
+12,6.30466293068617,3.30920010247483,4.695252585550089,1.5844395414276367,Iris-versicolor
+13,5.722463560640232,3.0,4.213309642946283,1.1617126794914014,Iris-versicolor
+14,6.554367531913992,3.1111224705120084,5.421178347146738,1.9587415661068484,Iris-virginica
+15,4.764872113085848,3.4083047427333137,1.668528740539471,0.20225603988754493,Iris-setosa
+16,6.153774358201797,2.6311132407803846,4.958210185260913,1.8393131187800653,Iris-virginica
+17,5.748187678389193,2.760553026313818,5.075113871241646,2.4189473052915447,Iris-virginica
+18,5.47029417988357,4.2,1.3508308762667682,0.21496510734628724,Iris-setosa
+19,5.707471000386828,2.88216210889741,4.260685585781824,1.3166304099110395,Iris-versicolor
+20,6.524897652317596,3.132889454023294,5.152060005479884,1.9704428076837757,Iris-virginica
+21,5.808829565486363,2.7978185575127488,5.096560588226437,2.395623138810493,Iris-virginica
+22,5.372447986404489,3.83635713167391,1.3594452751534747,0.4327211193487699,Iris-setosa
+23,4.594160271140204,3.6512569035846605,1.0000004459564855,0.201772159415771,Iris-setosa
+24,5.474832818160204,4.199998072914039,1.3343003822548032,0.2076358573595156,Iris-setosa
+25,5.783004106850043,2.7994670572324996,5.107167939382887,2.386375398031527,Iris-virginica
+26,5.018714284184187,3.5539062647734765,1.4030008455170635,0.20747988751679844,Iris-setosa
+27,5.266532062594982,3.6152793453323557,1.4916632420381006,0.20056128747847232,Iris-setosa
+28,5.945693206633218,3.4043743216417095,4.464903449535545,1.5614844164897579,Iris-versicolor
+29,6.408513867206058,2.883141129738335,4.317836300441933,1.3025015741672514,Iris-versicolor
+30,5.698874566404656,3.805366250568481,1.6341358889831867,0.352237628004762,Iris-setosa
+31,6.677885614495037,3.0,5.009562475714157,1.6915726088229397,Iris-versicolor
+32,5.279912280071658,3.637868573283698,1.4879518992380767,0.20274267143353986,Iris-setosa
+33,5.652854407690232,3.0,4.412276461091632,1.4396469299091712,Iris-versicolor
+34,5.05236979889465,3.5162030582269046,1.3974134445919812,0.1990690495814053,Iris-setosa
+35,5.519042980945728,3.0,4.506495582141994,1.491101539593926,Iris-versicolor
+36,5.694398122729454,3.8055019979427245,1.5700207034223637,0.29786244092576275,Iris-setosa
+37,6.696336205938897,3.124904366007287,4.684460183383266,1.5163463406074278,Iris-versicolor
+38,6.002927499492774,3.380632259404187,4.479650724571176,1.5642226281850553,Iris-versicolor
+39,5.897457752615216,3.2275198305814508,4.794379463763649,1.7908313990651858,Iris-versicolor
+40,6.971793270750132,3.134322939551991,5.898834114098087,2.255072277197181,Iris-virginica
+41,5.0743569422305095,3.293020743237199,1.8551888868604536,0.41884071465390804,Iris-setosa
+42,6.7387198699781985,3.073878093827565,4.792243061321754,1.5634235139031019,Iris-versicolor
+43,5.099649688061274,3.5094129528805436,1.3839152043897955,0.20338942129591533,Iris-setosa
+44,5.010965402759977,3.3923879487836177,1.5918439600489291,0.40612458095964965,Iris-setosa
+45,7.559213943248065,3.0,6.565814657696402,2.083206267077117,Iris-virginica
+46,4.767871322047773,3.4088282572465682,1.5613265874472146,0.2016014481982849,Iris-setosa
+47,6.444116161529162,2.8827001810500725,4.370619148670808,1.3066523208530154,Iris-versicolor
+48,4.878222039082971,3.1054014376155497,1.4861182932593924,0.1,Iris-setosa
+49,4.603863010785537,3.586566761910352,1.000000473144918,0.19945354129864262,Iris-setosa
+50,6.288782463390326,3.2959745622331913,4.652084624753473,1.5938465697798554,Iris-versicolor
+51,6.288277852993245,2.4436051429103434,4.948316381584801,1.8981166677755381,Iris-virginica
+52,5.093585517480521,2.370369697141999,3.586318915636381,0.9461370883415252,Iris-versicolor
+53,5.881964172166066,2.663200878315946,3.988296639681155,0.874596970151202,Iris-versicolor
+54,5.47234030750745,4.199999372178738,1.3811859569375322,0.2027240508828514,Iris-setosa
+55,6.083368158097991,3.0,4.6300887242703235,1.4639171462294587,Iris-versicolor
+56,4.624705683652515,3.596508213163259,1.000000524877592,0.2081424988582414,Iris-setosa
+57,5.418212133995223,3.8975242399288472,1.3061516689776926,0.40942161966907464,Iris-setosa
+58,5.520053173699723,3.0,4.476330625580979,1.4415669625817469,Iris-versicolor
+59,4.957446348221375,2.000000578204644,3.280325375052071,1.0222268061454025,Iris-versicolor
+60,6.3326618513201405,3.3090971747688136,4.694607644296551,1.6283635968771057,Iris-versicolor
+61,6.373883166490323,2.881073402670954,4.278705832855964,1.2822541679036652,Iris-versicolor
+62,4.943986815570369,2.0000013191030614,3.472890043280374,0.9494215151897374,Iris-versicolor
+63,6.679342516402248,3.1220560249293046,4.696597125571553,1.5150170354783616,Iris-versicolor
+64,4.786301329958987,3.0,1.4036127949482773,0.37391324863418884,Iris-setosa
+65,5.708698898984558,3.776852103132489,1.577406377152151,0.36687767655117354,Iris-setosa
+66,6.085132522016347,2.7532843399408593,4.62746677090452,1.2026526268659081,Iris-versicolor
+67,4.608399144365126,3.6486480921907156,1.0000005615557581,0.19640236314732834,Iris-setosa
+68,6.837112315252815,3.136511045020028,5.075461124808401,2.305235297586192,Iris-virginica
+69,5.0171941663955595,3.3695346402562496,1.5852172877628208,0.5356006452434625,Iris-setosa
+70,6.265907438542729,2.6341183165727085,4.912167393655539,1.8259761443753197,Iris-virginica
+71,5.446060809747436,3.926048133298634,1.2781675878419982,0.47226594830212815,Iris-setosa
+72,6.671290714738111,3.2747777548750836,5.7377466840819205,2.102615687509377,Iris-virginica
+73,5.870622760483136,3.193708927735128,4.765492686408578,1.7821551093985433,Iris-versicolor
+74,4.981768782962225,2.0000004667656817,3.502799455438793,1.009675039663758,Iris-versicolor
+75,4.983487031931154,2.0000010558991,3.507574618342719,0.9136158632945965,Iris-versicolor
+76,5.011979570363355,3.0,1.5643640963398846,0.1983975660994991,Iris-setosa
+77,4.907011555828036,3.0,1.403106062682011,0.20088966486440393,Iris-setosa
+78,6.2968133390707735,2.908614385934504,5.571213508666412,1.785410237113502,Iris-virginica
+79,5.533364753902909,3.0,4.45505136046756,1.479998744359112,Iris-versicolor
+80,6.606982595517575,3.0,5.5676873079688525,1.790395291264363,Iris-virginica
+81,4.958818108755527,2.0000013448967753,3.5848084828743896,1.0340714835701978,Iris-versicolor
+82,6.258441497822427,2.46602930360713,4.925118234100293,1.8632773763007713,Iris-virginica
+83,5.876406286544844,3.2180361800785353,4.790128871394422,1.7865393525495594,Iris-versicolor
+84,5.10567536813961,3.306895580084825,1.6604873222549226,0.4171316072279934,Iris-setosa
+85,5.751365547239271,2.620243215275874,5.123730485326274,1.9354264951245623,Iris-virginica
+86,5.441946237545073,3.0,4.460257539582538,1.4873270679826054,Iris-versicolor
+87,6.697154497099767,3.0,4.962591394611693,1.6833161206856349,Iris-versicolor
+88,6.645176798022297,3.0,5.706282920311394,1.8569708087527608,Iris-virginica
+89,7.712780039824875,2.8088508031474038,6.68740938111797,2.0040508993762374,Iris-virginica
+90,4.591841502625241,3.2185160583752808,1.412522159682213,0.20274806536205675,Iris-setosa
+91,4.8148658327685805,3.3971140695475888,1.7367629048558237,0.20068764152154245,Iris-setosa
+92,4.959839426378329,2.0,3.476228644500345,1.0010098523888495,Iris-versicolor
+93,6.830265359057636,3.0801047015845238,5.081238908585258,2.296035721336959,Iris-virginica
+94,5.325767054588209,3.385158130313253,1.5773004667299961,0.19979895403924902,Iris-setosa
+95,5.043913543997036,3.611434709725541,1.3758139022762006,0.20324061937394475,Iris-setosa
+96,6.370438808706809,2.573968251812287,4.922969990545464,1.8223093367193592,Iris-virginica
+97,6.366637311043765,2.8658060022925866,4.309582393522618,1.2659621706964423,Iris-versicolor
+98,5.460098327696103,2.5465633565285777,4.347850461275959,1.1636469611426041,Iris-versicolor
+99,6.225038990966652,2.5044023274665066,4.992016535049167,1.8918166533130722,Iris-virginica
+100,5.773513503965756,2.8013138373772786,5.163674810946211,2.396193352686097,Iris-virginica
+101,6.299939169554511,2.778334088946988,5.079042101610908,1.7939222233097718,Iris-virginica
+102,5.496251192400596,4.199997841440955,1.3021036041115441,0.22021866787715044,Iris-setosa
+103,7.718502543174219,2.7956026197460515,6.701752851841141,2.016742112205095,Iris-virginica
+104,6.548756961542302,3.226144641798465,5.203399476317227,2.0420396577136115,Iris-virginica
+105,6.871311658856165,3.1116646022207606,5.073408682438073,2.311635472840978,Iris-virginica
+106,5.476323680708076,3.0,4.511408503098772,1.519612674185603,Iris-versicolor
+107,6.204434470703494,3.4041651090667293,5.38091567976625,2.3082383751100113,Iris-virginica
+108,5.550214121202667,3.0,4.517591953855513,1.5005836497359168,Iris-versicolor
+109,4.944861893534674,2.0,3.483515008656918,1.0304065909579252,Iris-versicolor
+110,5.757760729620164,2.6153769950826864,5.074889759736518,1.9143502332213378,Iris-virginica
+111,4.578867886303585,3.6340852137139286,1.0000003859691549,0.19560576437334365,Iris-setosa
+112,6.74963703369788,3.2387277074961163,5.818124662935717,2.2419443942547113,Iris-virginica
+113,5.449004819295092,3.0,4.480049066022744,1.4963462177893776,Iris-versicolor
+114,6.076654892936558,3.3409232195170584,4.596727242298095,1.6100087869021278,Iris-versicolor
+115,5.445441416741789,3.7931837414843805,1.425268481010289,0.41210860629497137,Iris-setosa
+116,5.763991277786963,2.673359764274668,5.066119032990861,1.8924013377860704,Iris-virginica
+117,5.710182898405287,3.0,4.209917126751646,1.2428892989787956,Iris-versicolor
+118,6.698905967261701,3.2908803421742214,5.672872236729578,2.5,Iris-virginica
+119,5.9411153415603115,3.255828851585054,4.711097357416396,1.7174846634187924,Iris-versicolor

iris/tab_ddpm/4/17/test.csv

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

iris/tab_ddpm/4/17/train.csv

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

iris/tab_ddpm/4/17/val.csv

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

iris/tab_ddpm/4/18/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,7.9,3.7812681788698854,6.338142933995915,2.0384175061706387,Iris-virginica
+1,4.811878752941889,3.4007314654605856,1.5783337959531434,0.20018714812297658,Iris-setosa
+2,5.742603718041954,2.882831138539601,4.329329206175723,1.2880081684125164,Iris-versicolor
+3,6.718946777983157,3.103086596397373,4.678453932490293,1.4816867794987059,Iris-versicolor
+4,5.533482843252544,2.4499050907241635,3.830725199688213,1.0542670986415033,Iris-versicolor
+5,5.104959689703663,3.475268110061106,1.3961065038464802,0.20172339408438028,Iris-setosa
+6,5.6942577513012615,3.834302499570084,1.5698992815746042,0.31924740412434893,Iris-setosa
+7,5.171012688478624,3.4285048428364293,1.4106011864995753,0.19913040066147786,Iris-setosa
+8,4.811831315626768,3.4079280147272804,1.7076592858395603,0.2010831281928502,Iris-setosa
+9,6.568362615223231,3.222084928098717,5.264317480172759,2.0233315710404995,Iris-virginica
+10,7.049658465634908,3.1943075248300516,5.945108394937899,2.2994656919190404,Iris-virginica
+11,5.134153969961109,3.489903268641716,1.4011694117453284,0.20709727093594793,Iris-setosa
+12,6.482819951262144,2.9525090146145763,4.303145332791977,1.335796468573111,Iris-versicolor
+13,5.674152908319133,3.0,4.232403280300001,1.239171414005035,Iris-versicolor
+14,4.956690521861941,2.0,3.44273648454743,1.027653980759989,Iris-versicolor
+15,6.305091317203888,2.9458699171999716,5.567121004916292,1.834628022215876,Iris-virginica
+16,7.711696288173036,2.8093355744887782,6.703293173203471,1.986168546251427,Iris-virginica
+17,6.651164060132605,2.840524588640569,4.515377484552365,1.360748634364409,Iris-versicolor
+18,6.794357158596193,3.2075292971811153,5.86636437764001,2.2878056550665176,Iris-virginica
+19,7.154661219349428,3.0,5.785338153502049,2.1763926459916347,Iris-virginica
+20,6.299519887476249,2.4629947028831958,4.9368157930815615,1.880867229746203,Iris-virginica
+21,6.704401972927922,3.3101787627998664,5.7075724924368885,2.096080941184181,Iris-virginica
+22,6.678915401459,3.2872497459681593,5.625459469713573,2.4999994141196393,Iris-virginica
+23,5.464558705218683,3.929584425514706,1.2761118353716514,0.43436233237868455,Iris-setosa
+24,4.904238267820182,3.0,1.4036296131928123,0.19897808670949046,Iris-setosa
+25,6.466496382283896,2.929615650024385,4.286321252098783,1.3182676942917326,Iris-versicolor
+26,5.215515925833032,3.391813175115447,1.4170740835300006,0.20963523971508996,Iris-setosa
+27,4.803472050873273,3.4067507453427455,1.725028879141141,0.2022388165301076,Iris-setosa
+28,6.481965460185192,3.0,5.7868678963491025,2.200157622230086,Iris-virginica
+29,7.675313753856204,2.9096409676158173,6.645009176047169,2.0382093132273407,Iris-virginica
+30,6.950239396163552,3.119961140675362,5.096452934711808,2.2983085587946106,Iris-virginica
+31,6.622659362798865,3.3302462973760796,5.699818971120674,2.5,Iris-virginica
+32,5.91107766491324,3.203476516368687,4.779249196718623,1.8050814226879792,Iris-versicolor
+33,6.877999549443785,2.7975339046365577,4.80566530624665,1.4169948824960061,Iris-versicolor
+34,5.780744634584989,3.0913754888604994,4.366237533133133,1.3958043841105627,Iris-versicolor
+35,5.510611449989209,2.6129315608822727,4.433023123779241,1.2031362159688674,Iris-versicolor
+36,6.346122942024631,3.3666730072671607,5.333980456237222,2.261091175600692,Iris-virginica
+37,6.729953252497946,3.092480720380513,4.730732460848685,1.525550114697048,Iris-versicolor
+38,4.790700018264652,3.4018832695366092,1.8470299236410512,0.20183455211099585,Iris-setosa
+39,4.8891145572200925,2.3751179801106175,3.3944372037591144,0.969989068799054,Iris-versicolor
+40,4.81028946711454,3.3984960877161763,1.9519752467384026,0.20165204947210047,Iris-setosa
+41,6.408903226442132,2.968514031895349,5.591623538772091,1.8074819850270936,Iris-virginica
+42,6.247692320160224,3.3676034212159056,5.400204268500302,2.279469658063464,Iris-virginica
+43,4.908115887651389,3.446819693271164,1.5223154832161896,0.19815686184469414,Iris-setosa
+44,6.504441124731547,3.0,5.468665016059678,1.8262138442866644,Iris-virginica
+45,4.784800895279211,3.402475123583426,1.7493114386833972,0.19980008587969306,Iris-setosa
+46,5.7089562906590245,3.0,4.223912791224945,1.152425037438046,Iris-versicolor
+47,4.8402988365350765,3.0,1.4057004786318479,0.22471942238510387,Iris-setosa
+48,4.793922869401895,3.4022808577723294,1.9638487324924023,0.20205466520478793,Iris-setosa
+49,6.30627684610519,3.2891337071548796,4.690288110718635,1.5999951770278973,Iris-versicolor
+50,4.991821926018693,2.0000004581790587,3.5922177625887817,0.974498812478781,Iris-versicolor
+51,4.993739726073421,3.0,1.5704670217636219,0.19878456308091458,Iris-setosa
+52,5.183259812283719,3.734475634048654,1.5237472994644796,0.43057438484042454,Iris-setosa
+53,4.605641784330659,3.615577142811076,1.0,0.20701636059487127,Iris-setosa
+54,5.374089164674303,2.389948794134964,3.718176268483954,1.0084046016643653,Iris-versicolor
+55,5.572602174820857,3.0,4.135157666876994,1.305749702440936,Iris-versicolor
+56,6.881373601129745,2.8013555657281097,4.771453932011995,1.4010119576909215,Iris-versicolor
+57,6.397934040477711,2.8799007582134446,4.275724890469242,1.2900628200601254,Iris-versicolor
+58,5.402342756136424,3.4260083504870154,1.4896061176471556,0.36647477421673363,Iris-setosa
+59,5.0293513094548095,3.6825834619671967,1.4133140929946917,0.201912417042185,Iris-setosa
+60,6.861839690998464,2.819539389070169,4.815500868968943,1.4132512712304575,Iris-versicolor
+61,6.2721810878014574,3.218199555549005,4.688750924200602,1.5577023596508288,Iris-versicolor
+62,5.213500584120204,3.4232139839197413,1.4045133076022271,0.19949031484884241,Iris-setosa
+63,7.706262411212865,2.596983490661933,6.899998745475849,2.3102286476386995,Iris-virginica
+64,4.994742352611909,3.0,1.5740796536881816,0.19938615745288513,Iris-setosa
+65,4.777622736781909,3.0,1.3957473119208068,0.10000010924337163,Iris-setosa
+66,4.4,3.1985438410920013,1.2958045260944957,0.20224671630422736,Iris-setosa
+67,6.458830540592603,2.9197347430317495,4.322323344402609,1.3390860022534368,Iris-versicolor
+68,6.818968135383331,3.175953626088664,5.908367569595965,2.3139442028796764,Iris-virginica
+69,5.41483714975183,3.915375911773055,1.2933627814994708,0.4485029078753119,Iris-setosa
+70,6.651111852887453,2.51852542827104,5.633259734646417,1.7989017439526238,Iris-virginica
+71,6.698042155842259,3.0,4.981994737877232,1.710317048771359,Iris-versicolor
+72,6.677011132875415,2.4855686550843723,5.78659571734187,1.7741626325472164,Iris-virginica
+73,6.471504472450415,2.9329138354729922,4.3224750407588175,1.3291297097893984,Iris-versicolor
+74,5.7723060447117405,2.6839100094471076,5.069243859701708,1.9211865065412663,Iris-virginica
+75,7.6863521691259065,2.8158234550198684,6.693344958067948,2.0004260781494247,Iris-virginica
+76,6.825902380027634,3.212843343282511,5.848388378533825,2.3000041574700107,Iris-virginica
+77,7.631153769052947,2.982007159024402,6.613032842183828,2.095857139360253,Iris-virginica
+78,5.269818594276176,3.5872597089244613,1.3696159214668426,0.24951260407971756,Iris-setosa
+79,5.886792255941003,3.0,5.08523658795699,1.7876942240790323,Iris-virginica
+80,4.975695879791718,2.000000747185901,3.562210390632965,0.9243410327598751,Iris-versicolor
+81,4.400000738160414,3.1883593523374203,1.2568220218673174,0.19572138744357379,Iris-setosa
+82,5.8712367819121205,3.0,5.0899025429489715,1.8087572522365236,Iris-virginica
+83,6.107437279032096,2.805144375484239,5.496468069916657,1.8239614466755392,Iris-virginica
+84,5.542912277347859,2.6446362432524015,4.438162198830571,1.2468845141850726,Iris-versicolor
+85,5.651438540042522,2.9032411627229044,4.2431709947125675,1.3044029282330087,Iris-versicolor
+86,4.617161003452348,3.685311963672515,1.0,0.19167685569275444,Iris-setosa
+87,5.879364272408601,3.0,5.089745688997741,1.8278908847498263,Iris-virginica
+88,6.730095703826325,3.2775233630400957,5.7887752414406615,2.1189036769589364,Iris-virginica
+89,4.840347305794996,3.068538460569562,1.4842170991619363,0.1,Iris-setosa
+90,5.8102911868547205,2.680196781770486,4.1080981656291184,1.015392319722143,Iris-versicolor
+91,6.3719316511428845,2.889542920317439,4.3006731868003065,1.300722351467285,Iris-versicolor
+92,5.1010806604839525,3.495294674871428,1.4050411009817365,0.19720062388217688,Iris-setosa
+93,4.799041822823195,3.401128241579146,1.643189409547683,0.1967779041135643,Iris-setosa
+94,5.104816192178677,3.4899368543461162,1.4113793904753358,0.20015752093916633,Iris-setosa
+95,5.72989216567876,2.6925612682962896,4.284541195661079,1.1580507844403438,Iris-versicolor
+96,6.349805742155593,2.8628977752201825,4.282509227376523,1.261043343393951,Iris-versicolor
+97,4.79272401372194,3.0,1.3824370025219346,0.10000009137793954,Iris-setosa
+98,5.715171704920813,3.0,4.222959852420452,1.1897088551634134,Iris-versicolor
+99,4.466037015696313,2.254267993513941,1.3048003216035082,0.2822213100519587,Iris-setosa
+100,4.882777520637543,3.143715473202959,1.4770575690961074,0.10000010504420315,Iris-setosa
+101,4.951276904445351,2.000000637690592,3.054995039779005,0.9450463232835427,Iris-versicolor
+102,5.757929718195341,2.772929949520905,5.081821854240912,2.3901222860785944,Iris-virginica
+103,6.253055027991771,2.901913546697111,5.564525141649436,1.8064747762554092,Iris-virginica
+104,6.18157022295556,3.32595579178012,5.414385521894168,2.2633473860930597,Iris-virginica
+105,5.7992906218429345,2.6790911702606257,4.083513709703064,0.9482987901717035,Iris-versicolor
+106,5.679909736610575,3.0,4.212741005419219,1.2032376117245607,Iris-versicolor
+107,5.794642223289828,2.678172810034712,5.096498712398251,1.9382528635640328,Iris-virginica
+108,5.4248957165865255,3.9242496819288615,1.2964729410540348,0.45368161456861633,Iris-setosa
+109,6.733687699156052,3.0,4.981256445318633,1.7123264222328018,Iris-versicolor
+110,4.400000482840332,3.216943677678144,1.3014236549030305,0.19895269660676518,Iris-setosa
+111,5.7788063512311565,2.6530419838670083,5.090926043706029,1.8985720100844443,Iris-virginica
+112,4.991972770904733,3.0,1.5630662238814101,0.19546176735181914,Iris-setosa
+113,5.878469084475463,3.0,5.086154925911538,1.806989140359598,Iris-virginica
+114,7.28061293579422,2.8919949111650007,6.192493494202395,1.7932010476760187,Iris-virginica
+115,5.795168885255921,2.682418369726615,5.0836653128424745,1.916827852158035,Iris-virginica
+116,5.869992490587459,2.690215197763181,4.241266048204693,1.021455599243682,Iris-versicolor
+117,4.782731090986603,3.3906323401601344,1.8485544418964337,0.20290305053369137,Iris-setosa
+118,5.753825309681796,2.640885450413405,5.091041031487632,1.917137475384457,Iris-virginica
+119,5.0653297194109,3.5035395697637615,1.3872618842970672,0.19758124236063784,Iris-setosa

iris/tab_ddpm/4/18/test.csv

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

iris/tab_ddpm/4/18/train.csv

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

iris/tab_ddpm/4/18/val.csv

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

iris/tab_ddpm/4/19/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.827531981493918,2.687185807089027,5.091020072666845,1.8929017443742857,Iris-virginica
+1,5.458887850116644,4.2,1.2743474555612824,0.2167207960734935,Iris-setosa
+2,6.69655809219738,2.458760459950857,5.7334870924554675,1.7906734282852146,Iris-virginica
+3,5.891174671041048,3.0,5.098909773814538,1.798651424795047,Iris-virginica
+4,6.710819876372531,3.194645400414285,5.8214789313110735,2.2810278233107972,Iris-virginica
+5,6.434176220366143,2.998404280376561,5.539049116143547,1.8006458621859447,Iris-virginica
+6,4.793645135333688,3.3881878487951367,2.0660239908280045,0.20334289130237748,Iris-setosa
+7,6.2945736614036045,2.900402535409376,5.5718705943628555,1.8027881807723407,Iris-virginica
+8,6.820289586676488,2.8040414311438413,4.832011499677365,1.4176729935668437,Iris-versicolor
+9,5.831250608650837,2.6813072958838426,5.154296997590217,1.900351019982165,Iris-virginica
+10,4.894046107051838,3.085495192589005,1.5030751488232563,0.1000000994331742,Iris-setosa
+11,6.002968744213692,3.404439328763915,4.468923370649325,1.6099815118434526,Iris-versicolor
+12,4.814369745646152,3.0,1.401000592410941,0.10000011201579186,Iris-setosa
+13,6.72324563598952,3.0,4.973747769591573,1.6941122455054867,Iris-versicolor
+14,7.6926439825832205,2.835752906516121,6.679595631005347,2.0305850526241533,Iris-virginica
+15,5.407498937978617,3.915289647758851,1.2924854922836564,0.3890330180757602,Iris-setosa
+16,6.695940105332733,3.087987835208354,4.6721548849146775,1.5098334044511006,Iris-versicolor
+17,5.730778060025743,2.6463161006639044,5.058139848106313,1.9310146915032063,Iris-virginica
+18,6.438060221856844,2.9056217713667833,4.316372391876673,1.3161182622235008,Iris-versicolor
+19,6.022602208036404,3.0,5.201252141958479,1.801445337682959,Iris-virginica
+20,5.761806559486523,2.6825475360703197,5.0766628731332295,1.9066144283785955,Iris-virginica
+21,6.086439780588078,2.9602993214767563,5.4002130494163385,1.798205718536887,Iris-virginica
+22,5.492407075961586,4.199999035894166,1.365963874441385,0.20682443315700802,Iris-setosa
+23,4.79815480362381,3.400343699136198,1.577009066419844,0.19740843590241763,Iris-setosa
+24,7.6796953470508225,2.815668141650068,6.677955891926804,1.9780365043862627,Iris-virginica
+25,7.309189492087258,2.9165372017109505,6.155915418988366,1.8256248468860619,Iris-virginica
+26,5.769157915023427,2.7874714774327485,5.082508259128357,2.4024144511433914,Iris-virginica
+27,4.98341032895046,2.00000085298576,3.59003623830389,0.9209999494282297,Iris-versicolor
+28,5.842986715373705,2.6912909339895807,4.1036709486087215,1.0031253981354378,Iris-versicolor
+29,6.655014531992956,3.340101472176239,5.653571202835372,2.5,Iris-virginica
+30,5.452622335573613,3.0,4.4607505244466505,1.5234060992140572,Iris-versicolor
+31,7.646467976385714,2.586953355366314,6.899998708409367,2.2913735218884086,Iris-virginica
+32,6.281896965651633,2.5018552368261555,4.936159347266408,1.8767750517997805,Iris-virginica
+33,4.6038762072972785,3.61214254904709,1.0,0.1982739789410146,Iris-setosa
+34,6.695402801177953,3.1025964851374472,4.687911691320298,1.5036580037931668,Iris-versicolor
+35,5.528038456563316,2.448033253108791,3.7838773258234255,1.0429019619503472,Iris-versicolor
+36,6.85755787995817,3.087412357543542,5.327515812375042,2.298065585878567,Iris-virginica
+37,5.042660488987918,3.561181905829379,1.4001462303586811,0.20100054236256373,Iris-setosa
+38,6.140955488117611,3.0,5.312453961189441,1.8079075770077535,Iris-virginica
+39,5.48344656831223,4.199999175514381,1.316568959394714,0.20839999825000732,Iris-setosa
+40,5.837363446946837,2.838077920888579,4.540399176206036,1.3954838698412662,Iris-versicolor
+41,6.6471779655902115,3.2947755960632445,5.755647682539636,2.4999995669279937,Iris-virginica
+42,5.127626283284999,3.5090664581768394,1.400391100880651,0.20074588023285644,Iris-setosa
+43,5.93885539547426,3.2520779376347946,4.73994335039139,1.7730192897046386,Iris-versicolor
+44,5.003749112176989,2.0000014625248075,3.551101168588772,1.0215263745946919,Iris-versicolor
+45,5.4163530233209745,3.414297683853132,1.6784430382758593,0.20010477728726964,Iris-setosa
+46,5.50126667070641,4.199981460543727,1.37706997076935,0.22518276606891896,Iris-setosa
+47,5.230416358540951,3.4188020791453932,1.3989690471945742,0.19499454264504723,Iris-setosa
+48,4.803128804105951,3.396958472527833,1.8748746679857229,0.20308884136413163,Iris-setosa
+49,6.402181000186732,2.877057528404722,4.259857642713984,1.2758496125209091,Iris-versicolor
+50,6.8280887146396605,3.1187890843724597,5.5001725723174415,2.3324799318670757,Iris-virginica
+51,7.150684358788185,3.0,5.883754879766709,2.0965539733533616,Iris-virginica
+52,5.396828931045071,3.392736066654393,1.5104767923286961,0.45381486697455,Iris-setosa
+53,5.887294068631456,3.2173491387549875,4.7693539226152915,1.7940423034078667,Iris-versicolor
+54,6.865752731594839,2.7865789861440007,4.825349827277158,1.400482344180862,Iris-versicolor
+55,6.6972674361055615,2.490314867772936,5.745550120347133,1.7986278845930344,Iris-virginica
+56,4.486804079220603,2.3287085023027227,1.310492166012735,0.2984250915908274,Iris-setosa
+57,5.918044336289549,3.193202690723133,4.775582965984023,1.777415401766513,Iris-versicolor
+58,5.7070054769112035,2.7847385797548987,4.499604453559181,1.2911621687819428,Iris-versicolor
+59,4.783787324075341,3.3778068841077644,1.9402404739369945,0.19693396907413419,Iris-setosa
+60,6.3724749026408025,2.865245755884517,4.292154722278079,1.2772814172959015,Iris-versicolor
+61,7.9,3.8179370996636375,6.420509231579597,2.05731562864552,Iris-virginica
+62,6.0713702077083385,3.377121113517634,4.582103177482635,1.6262479203145013,Iris-versicolor
+63,5.084979361622551,3.4947460437013316,1.388632251696567,0.19923398437010115,Iris-setosa
+64,7.125724412996607,3.0,5.879269238906777,2.120151961562959,Iris-virginica
+65,7.696482303863435,2.841666598924521,6.649900130223846,2.0479309094205758,Iris-virginica
+66,4.890361603510144,2.362790817093842,3.3629630559189945,0.9053442690964588,Iris-versicolor
+67,5.085688390865328,3.4917205157917017,1.3974101756285373,0.1984220578578702,Iris-setosa
+68,5.881971837947491,3.215245762475764,4.812895285970722,1.8327260302314048,Iris-versicolor
+69,4.968659661269069,2.0000008122609603,3.6223037713333133,1.0452761616001685,Iris-versicolor
+70,6.933453819758239,3.1155045850602634,5.0771760610633265,2.3065878816675194,Iris-virginica
+71,6.215765684222423,2.4810850721459943,4.975017572983049,1.8904858320354436,Iris-virginica
+72,5.416989631700014,4.2,1.3179444368239956,0.20713322681216936,Iris-setosa
+73,7.625191250104947,3.0,6.6074682732325964,2.115609678297496,Iris-virginica
+74,7.707902086891497,2.8024114127748416,6.655957341876084,2.0007223542103825,Iris-virginica
+75,5.473257120481925,2.513476064758335,4.183589183804885,1.099384138006414,Iris-versicolor
+76,6.09338918860655,3.0,4.585308318286134,1.395422431117487,Iris-versicolor
+77,6.821203013124772,2.922214327266111,5.868830105582074,1.7893948641479969,Iris-virginica
+78,5.601938829078083,3.0,4.164479916947451,1.2905767202941931,Iris-versicolor
+79,6.315045099394477,2.92241268803995,4.3177745894338315,1.3090978832271616,Iris-versicolor
+80,5.988648564950885,2.8865945251209157,4.478595375679432,1.4751192038038987,Iris-versicolor
+81,6.219268131708658,3.338841220057411,4.64227952910418,1.6172949583012537,Iris-versicolor
+82,4.999000393407912,3.0,1.6779177071987827,0.20002233537138547,Iris-setosa
+83,5.517944306386859,2.5863510688927707,3.836550073761894,1.1015150843954533,Iris-versicolor
+84,6.054992259539543,2.9442372602737352,4.574069053260846,1.4096068826603647,Iris-versicolor
+85,4.616987528600125,3.604872166042595,1.000000474793831,0.1991617025439203,Iris-setosa
+86,5.3896830193854,3.407653825670786,1.769526581296839,0.20212205023664462,Iris-setosa
+87,5.479948395301222,3.0,4.5041534170058055,1.5000700893194383,Iris-versicolor
+88,6.136244043371227,3.3301309688837217,4.5879175376776375,1.6623749578420166,Iris-versicolor
+89,5.830202864496574,2.647609270025743,4.068083004307511,0.9854155278210954,Iris-versicolor
+90,6.643299208617027,3.3343554637344033,5.642687923329244,2.5,Iris-virginica
+91,4.993687567284926,3.4243508875488606,1.64438174479443,0.4341404235035933,Iris-setosa
+92,5.915477727124532,3.207409126812384,4.793800506475161,1.7872390395712994,Iris-versicolor
+93,5.971993031422101,2.8355874353407455,4.465671362357577,1.382278042146642,Iris-versicolor
+94,6.8454010551877875,3.2323469295115252,5.820876790327467,2.3173279453887634,Iris-virginica
+95,6.4483060260418315,3.248241358360409,4.666598996670017,1.5551773302786143,Iris-versicolor
+96,5.74088811641544,2.6794145804064757,5.078075402500883,1.9040075396873295,Iris-virginica
+97,4.891693689418816,3.0,1.4029807338327398,0.20379156254003583,Iris-setosa
+98,5.975643474145384,2.2134018501919654,3.9599762954159554,1.0086810652511495,Iris-versicolor
+99,4.86528000409602,3.0680095490958963,1.4806393937240792,0.10000009526300674,Iris-setosa
+100,5.057376998131601,3.5719597729836132,1.3830058881306795,0.19983958454560152,Iris-setosa
+101,5.939541735823946,2.8790652673452297,4.501693355856482,1.4840716217565721,Iris-versicolor
+102,5.561053120272177,3.812768397792485,1.5610114709346645,0.27527324683480725,Iris-setosa
+103,5.572470664894283,2.456117095776448,3.854045795971601,1.0145189829718906,Iris-versicolor
+104,5.774109772522883,3.85271668713433,1.6956842026037093,0.4131235250951046,Iris-setosa
+105,5.969579634350969,3.40906425765624,4.446417822897649,1.6040182488214634,Iris-versicolor
+106,5.4132469857755385,3.9139776747933857,1.2964286488310048,0.42411881544623964,Iris-setosa
+107,7.591185528110982,3.0,6.5809775412332305,2.1067804231968443,Iris-virginica
+108,7.313283631360508,2.894743170848999,6.28008112536637,1.802147584899109,Iris-virginica
+109,6.212042165897239,2.2323594198352676,4.421029939639853,1.380205403136238,Iris-versicolor
+110,4.839154074539941,3.403848531540417,1.5698799173604796,0.20459279454074292,Iris-setosa
+111,5.363635357861098,3.4008159992693248,1.5741591138101696,0.20081661374841206,Iris-setosa
+112,7.200480061676294,3.0,6.026380363138853,2.097921812464237,Iris-virginica
+113,6.18746665135685,2.2496430057354613,4.254844333100576,1.1920135029318428,Iris-versicolor
+114,5.021126514788099,3.5962471432653684,1.4005424710605034,0.1999693226678497,Iris-setosa
+115,7.8999987500425775,3.7555411170382036,6.401625966147899,2.035461419151609,Iris-virginica
+116,6.009494926722989,3.0,4.564691349218976,1.4075182858981445,Iris-versicolor
+117,7.677986812569434,2.8094064818705924,6.6650432456424085,1.9846360606512432,Iris-virginica
+118,4.597092511103406,3.204400255444853,1.4041680487354409,0.19715447806413972,Iris-setosa
+119,4.7911313490046386,3.0,1.4030468115792478,0.29676876458665047,Iris-setosa

iris/tab_ddpm/4/19/test.csv

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

iris/tab_ddpm/4/19/train.csv

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

iris/tab_ddpm/4/19/val.csv

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

iris/tab_ddpm/4/2/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.2855952757330344,2.6656070843405026,4.8449672326528175,1.819349939276254,Iris-virginica
+1,4.596843806997458,3.6704610269552043,1.0000004132012064,0.2018527584219989,Iris-setosa
+2,6.537304480475606,3.0,5.50091690387613,1.8070913650889509,Iris-virginica
+3,6.911222991859103,2.791752834453983,4.789557841243824,1.3952856177935864,Iris-versicolor
+4,6.176790577266528,3.396818482788081,5.458164434506545,2.28213416203391,Iris-virginica
+5,6.314814145090515,3.322787391587763,4.692722045255803,1.611279347732777,Iris-versicolor
+6,4.988173201469021,3.0,1.5718330735675066,0.1982831042578162,Iris-setosa
+7,4.7816714130211055,3.373402516277622,1.5703804103755057,0.19843140488868272,Iris-setosa
+8,5.499608980252855,3.0,4.476889190771247,1.4764057589163495,Iris-versicolor
+9,5.652980192943487,3.0,4.487921749428076,1.4707369919784696,Iris-versicolor
+10,5.542964235470763,4.1999982409901895,1.354410970095567,0.22100320849964447,Iris-setosa
+11,5.872352561767533,2.7095633472842384,4.197432339487005,0.9665261537319616,Iris-versicolor
+12,5.691705045765407,3.0,4.212328352136933,1.2640191198760662,Iris-versicolor
+13,6.334012637750421,2.9153784486712215,5.560459814046263,1.795740910867457,Iris-virginica
+14,5.762542773659001,2.637933085151839,5.068748894787689,1.9292668127556807,Iris-virginica
+15,6.011140821176754,2.8951996113527114,4.490934466178943,1.4868985703416184,Iris-versicolor
+16,6.271533022941523,2.625933077649734,4.893731328507805,1.8061460273536878,Iris-virginica
+17,5.44324099254874,3.890151630368279,1.316184562514213,0.38529055401794815,Iris-setosa
+18,7.729700069387189,2.5833594908248916,6.9,2.3101169119469107,Iris-virginica
+19,5.096702115685974,3.7224206137240317,1.4961499629164559,0.4293638033001246,Iris-setosa
+20,7.6223756094400645,3.0,6.609199854159903,2.110610607747585,Iris-virginica
+21,5.7740817402552524,2.6786895853829695,5.063207115269002,1.9182195435434646,Iris-virginica
+22,5.771845094851028,2.6309445070879733,5.06237518250337,1.945605943653322,Iris-virginica
+23,6.183627978392237,3.380326608159005,5.376069204016766,2.304499551237781,Iris-virginica
+24,5.699796874417317,2.9018269350559707,4.186348611615943,1.300574731907666,Iris-versicolor
+25,5.072424685165625,3.674936402702934,1.5219739926319038,0.3647598609170236,Iris-setosa
+26,7.707140877592596,2.818354803293771,6.6628913263121285,2.043933096073403,Iris-virginica
+27,5.361900208108823,3.40792591184114,1.606200059789882,0.19998622614687783,Iris-setosa
+28,5.102030932744974,3.6898632466980117,1.5018251119308665,0.4429246058058581,Iris-setosa
+29,5.538232232737485,3.0,4.485782833780489,1.4774864436326545,Iris-versicolor
+30,4.4000005884397915,3.2217922531837293,1.2844583999906023,0.18393040843649744,Iris-setosa
+31,4.588407613749003,3.200081952208951,1.3849702666295778,0.19932755317769335,Iris-setosa
+32,6.2911611029472585,2.5153818360694933,4.467627499247021,1.2265472400372424,Iris-versicolor
+33,4.890609301972435,2.411811727831185,3.4635793529903465,1.0260870922342085,Iris-versicolor
+34,7.712263983761769,2.5488718460048028,6.9,2.3038723998561363,Iris-virginica
+35,5.043293099275207,2.0000027892607477,3.6015120349634797,1.0577542345697588,Iris-versicolor
+36,4.913320630279575,2.3858638368679843,3.4570310846206787,0.9951329530636921,Iris-versicolor
+37,7.899998752866948,3.808006261156026,6.364393353377773,2.0509375812309436,Iris-virginica
+38,6.711523577497346,3.125156366690742,4.690239704960902,1.4915637310447518,Iris-versicolor
+39,5.2069478063904775,3.35211905484762,1.5474979346207882,0.4132729475282589,Iris-setosa
+40,5.525573098631245,3.0,4.478588423383239,1.4898197064291177,Iris-versicolor
+41,5.456146500508797,4.2,1.3374013359749315,0.20684894250390962,Iris-setosa
+42,7.516308065383519,3.0,6.453485135836693,2.0966997897639783,Iris-virginica
+43,6.262923067950142,3.324882225026749,4.670992180323643,1.590109355854163,Iris-versicolor
+44,5.876324804636596,2.876992858213373,4.251501389562627,1.2827900535489951,Iris-versicolor
+45,4.906704896284429,2.3960804324565563,3.4711812944661675,1.0229257640904996,Iris-versicolor
+46,5.986728657350198,2.854237100877517,4.517417063442098,1.470565643633198,Iris-versicolor
+47,5.925930769221898,3.2394140976678445,4.7674316079903045,1.8067339119475605,Iris-versicolor
+48,6.203178904539094,3.3964070581221595,5.4468656681797025,2.2909731257449386,Iris-virginica
+49,5.075952322230588,3.3022592852957002,1.7988885262488123,0.4933333948527784,Iris-setosa
+50,6.298365459697781,2.889163255190532,4.289516560082901,1.34450241140228,Iris-versicolor
+51,5.474412236178887,4.199998848209481,1.2978641513183606,0.2059108785840177,Iris-setosa
+52,4.779080160663498,3.4150523153686225,1.6854241245980885,0.20250384573321817,Iris-setosa
+53,5.949630813583092,2.8702265660439843,4.504725879262793,1.448836220421256,Iris-versicolor
+54,5.005872751488815,3.0,1.5689996658058547,0.19804596598456004,Iris-setosa
+55,6.499134746969953,3.0,5.825540587700948,2.2100025135128614,Iris-virginica
+56,5.428421517581644,3.401766915412566,1.6239884940998586,0.19790497368796195,Iris-setosa
+57,5.814289998048477,2.7106299643340503,4.195929678203641,1.0345716313095044,Iris-versicolor
+58,5.620377226065797,2.9564276039802144,3.966609975974412,1.3089568486228607,Iris-versicolor
+59,6.844971324298738,3.2303517152729317,5.906395644368795,2.3204385654075663,Iris-virginica
+60,6.826634477251255,3.109118939697864,5.9559441362693075,2.2447284534009775,Iris-virginica
+61,5.770448107081719,3.0246598322789047,4.604332661653204,1.6342579531752381,Iris-versicolor
+62,6.109285143034744,3.2356358045671616,4.778473357907743,1.7054426615575498,Iris-versicolor
+63,6.7141889654546505,3.0,4.997350838397246,1.6984118024026285,Iris-versicolor
+64,5.158726875567432,3.519987640882344,1.410533016473587,0.21180654755118816,Iris-setosa
+65,4.4,3.211805482408953,1.3125184505332796,0.20041560972148534,Iris-setosa
+66,5.858183838186377,3.192445871253724,4.788601381223136,1.7934007151389282,Iris-versicolor
+67,5.525251002177412,3.0,4.486225094652035,1.504907727688451,Iris-versicolor
+68,5.900762709854391,3.1996424188768824,4.808844873893597,1.7893504478774835,Iris-versicolor
+69,6.889525133693894,3.1110265525329064,5.087119090987748,2.3220794236850493,Iris-virginica
+70,5.200630486903166,3.4029522429746373,1.4045858032117007,0.1982275955517735,Iris-setosa
+71,5.967722019209428,3.3953844875795918,4.475949528677616,1.621426038364298,Iris-versicolor
+72,5.801244990237115,2.7839394539828692,5.090315408742505,2.39711504664728,Iris-virginica
+73,5.653687299698914,2.8903432777306706,3.817681426994341,1.3062827417738967,Iris-versicolor
+74,6.8401433265004234,3.209287867814329,5.79355931417264,2.3095772190921773,Iris-virginica
+75,5.7660305122950835,2.647284548743833,5.0903161551320855,1.9185887520784026,Iris-virginica
+76,5.007468666601089,2.3863598023625556,3.5725391257104433,1.0020104551483406,Iris-versicolor
+77,5.683377548036043,2.8874351265947786,3.9545315760206616,1.2966389274441237,Iris-versicolor
+78,4.6105904654451555,3.189629410649119,1.4000512402781495,0.19662352165277935,Iris-setosa
+79,5.7918269404136415,2.6860954638722685,5.083859436806427,1.8955628868873142,Iris-virginica
+80,4.929545665245725,2.0000020538310306,3.488208218226139,1.0008583283090275,Iris-versicolor
+81,6.687941146090927,3.0,4.99389358025294,1.7037410169281306,Iris-versicolor
+82,4.598289351124299,3.1905017941348093,1.4031348240072932,0.20213598778386258,Iris-setosa
+83,6.2868347303100505,2.2917201029431538,4.369014885288486,1.306699262390786,Iris-versicolor
+84,4.952861330088553,3.4659896067686544,1.3741333883738527,0.20019266468345995,Iris-setosa
+85,6.490884894404173,3.17944388091955,5.123363663557789,2.011471157672838,Iris-virginica
+86,5.615870943222558,3.0,4.175338376859889,1.2824347355860866,Iris-versicolor
+87,5.679867308429817,2.905074329860589,4.114756990199156,1.3102565928230172,Iris-versicolor
+88,6.90393027320385,2.797249472553118,4.7731518197758565,1.4005765447795067,Iris-versicolor
+89,6.689820186530366,3.2956269537537852,5.66252281947146,2.0999646012650524,Iris-virginica
+90,5.781085299966776,2.7840150190714303,4.112153084034427,1.0288300197388132,Iris-versicolor
+91,4.906007768763124,2.3707125754020595,3.4944502240175668,1.0037674398769383,Iris-versicolor
+92,5.202609339832046,3.4043160524172684,1.3903411476249976,0.20019304438678392,Iris-setosa
+93,5.717967832199996,2.793111492074096,4.511757877682169,1.2824184965065564,Iris-versicolor
+94,6.886950000891504,2.808796288930995,4.7534968040333485,1.4093622293830883,Iris-versicolor
+95,6.7145381648347335,3.0,4.968747832616698,1.7040370781439358,Iris-versicolor
+96,6.682122610230127,3.0,4.90069933610041,1.6690655669839531,Iris-versicolor
+97,6.265258380605782,2.4691893143409134,4.98773778138852,1.8780244175494347,Iris-virginica
+98,4.598876045724789,3.625785229806321,1.0000003739020193,0.1829521997015439,Iris-setosa
+99,5.543619056248757,2.578641266822379,4.399784834894244,1.2038331663746997,Iris-versicolor
+100,6.011610251027912,2.89003852111809,4.503487462911199,1.4557793710602513,Iris-versicolor
+101,5.615829383433088,2.5151643021003394,4.1154827880699685,1.1139822050592014,Iris-versicolor
+102,5.4829775667255305,3.0,4.494068649827054,1.4880370300470829,Iris-versicolor
+103,5.005361159428093,2.0000010813785214,3.5826790920302067,1.0033277732634693,Iris-versicolor
+104,4.946998982655168,2.0000007188957962,3.460717327696281,0.9451920494068309,Iris-versicolor
+105,5.7630404825072254,2.8023548046046645,5.093949580668245,2.3992984706358413,Iris-virginica
+106,4.400000523933238,3.2293325454551463,1.3039096611958434,0.19511621017632794,Iris-setosa
+107,5.375728712366267,3.9088058920906015,1.2956816362217145,0.3617760187872103,Iris-setosa
+108,6.37995098371864,2.8588546226161324,4.269762960022942,1.2939820794509975,Iris-versicolor
+109,5.4434906494048185,3.4121494326424364,1.5016353724627796,0.4371659649030321,Iris-setosa
+110,5.718475301337069,3.830756381427149,1.5765143189690285,0.3469898661701746,Iris-setosa
+111,7.7084092651965275,2.5807497581732433,6.9,2.3083529479058518,Iris-virginica
+112,6.0906257198547475,2.94723559886064,4.511266539084895,1.4477504096267357,Iris-versicolor
+113,4.793615085481549,3.396445130161878,1.9449660146501748,0.20274799566528798,Iris-setosa
+114,4.795255406705374,3.0,1.4102537093355296,0.3145683852337915,Iris-setosa
+115,4.4,3.1379281947088242,1.3290614783080554,0.2010991688238819,Iris-setosa
+116,5.199996481733639,3.410431388442776,1.3950379280547573,0.20238932012672836,Iris-setosa
+117,6.509984083255963,2.4908086642310643,5.221486545861689,1.8120523143268565,Iris-virginica
+118,6.274697367864592,2.6790011938705227,4.894154099600551,1.8029361941528654,Iris-virginica
+119,5.271676376750024,3.6443326372727936,1.4663353179883405,0.2001525399124,Iris-setosa

iris/tab_ddpm/4/2/test.csv

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