adding shit

results_new/0305/NR_Model_Noise/w-tau-fixed-m-af-nmax3_True__fitnoise_True/best_values_305_w-tau-fixed-m-af_nmax_3.csv

@@ -19,3 +19,59 @@ max val,1.2,0.9658454894344155,3.478606312953175,4.963177212671031,2.60178453901
 max val ml,1.2,0.9660626499523446,3.478540169500019,4.956339262776349,2.593510491945852,1.3838233913942273,5.396212464165353,2.58889867812365,5.820334638049265,0.9513530699956205,0.6900136294382615,-5.2190224880174405
 lower bound,1.2,0.9633984914354029,3.4536666931605344,4.8901120314075595,2.541335417337388,1.3809766461583497,5.389392085191963,2.575800648130977,5.799758703866052,0.9510706012753497,0.689663248959976,-5.299360635470961
 higher bound,1.2,0.9682584343378371,3.503883739288246,5.038089611709161,2.6638628905087676,1.3863639773452567,5.404139947890646,2.6041640089172096,5.843321210608275,0.9516927580359458,0.6904926370222988,-5.128235356040641
+max val,0.0,0.9637730010106919,3.3060562220257936,4.189867374753583,1.862892869118193,1.3750174853260277,5.363183222632788,2.556994144604079,5.815690901751613,0.951808550952197,0.690357449050783,-4.648767686815219
+max val ml,0.0,0.9646496204358275,3.3065277121665777,4.186956532303929,1.8612206469949475,1.3746120369435657,5.361485905776676,2.5551717534629996,5.813910369857463,0.9517346574485521,0.6902685639560701,-4.649459642373245
+lower bound,0.0,0.961053910118256,3.2823352632657334,4.134352946717318,1.8258219683919554,1.372144948876485,5.355931291397578,2.5437077549658516,5.79591881566259,0.9514674428036007,0.6899065015083831,-4.698518227346792
+higher bound,0.0,0.966426790084823,3.3303079796041755,4.248471758441005,1.9024974499253309,1.3778733794924032,5.370612635097635,2.5709266462258973,5.836415026108367,0.9521666329607401,0.690827653307049,-4.59912179020202
+max val,0.2,0.964364594360898,3.3494031420477888,4.370633889644782,2.022574173458665,1.3772594281525488,5.371613672057489,2.5652834577819346,5.817499704765505,0.951690762512635,0.690272618646257,-4.763387515313909
+max val ml,0.2,0.9648541152452469,3.3512201302936977,4.371699414674461,2.021205766278676,1.3773301971277798,5.371676512910931,2.5654719672082233,5.818009905564665,0.9516618604456382,0.6902085664531791,-4.7612329039758485
+lower bound,0.2,0.9617800429904855,3.3257929185719344,4.311259042900519,1.9805586284569552,1.3744514129271277,5.364611886113076,2.552130000767389,5.797680228782317,0.9513593671374814,0.6898420283311404,-4.817671597143889
+higher bound,0.2,0.966937544964948,3.373891661398942,4.431391806300993,2.0648669686130896,1.380086302787711,5.378864114728576,2.5787932650385463,5.8376220523972915,0.952027239651795,0.6907183607821009,-4.7092487600048685
+max val,0.4,0.9647900659282693,3.3773502341371344,4.490035266685611,2.13138126978221,1.378690057284133,5.376809693107179,2.5701291852059955,5.817990565214156,0.9516112148921274,0.6902207306845647,-4.843417252025301
+max val ml,0.4,0.9650918150098364,3.3785223187942646,4.493428183393894,2.1344730451776717,1.3782655148493663,5.376758613689044,2.5707504368758594,5.819280353028175,0.9515703368124933,0.6901601090749672,-4.8508550164405335
+lower bound,0.4,0.9621719952015222,3.353341025289033,4.428892259430731,2.0868533265126032,1.375986916968469,5.369867596948671,2.5568950719882677,5.798121267186645,0.9512869839607501,0.6897938530795947,-4.900502486706451
+higher bound,0.4,0.9673658598565434,3.4020369639171872,4.552592565020561,2.1770346856253586,1.3814543515908377,5.384277505303844,2.584267614021424,5.83916664330355,0.9519484199548949,0.6906715432894044,-4.786540266568366
+max val,0.8,0.9652996515104704,3.429580447764187,4.727692347634956,2.3605087709079813,1.3812294813198895,5.387088874587378,2.5802349096015718,5.819821531471197,0.9514945217368729,0.6901448623399647,-5.018812482872399
+max val ml,0.8,0.9647281643434609,3.4289091824942477,4.731795437291695,2.363904025382616,1.3814597277209046,5.388573961044335,2.5819992658672715,5.821059019195867,0.9515669965970892,0.6902682199661392,-5.0306418298938596
+lower bound,0.8,0.9628885210899407,3.4049568152021457,4.659611522165455,2.3083460634447737,1.3784911887343088,5.379922801283134,2.5665833749297167,5.799005970122964,0.9511734537659533,0.689726416041301,-5.084924764965638
+higher bound,0.8,0.9678143776358186,3.4538948083164938,4.793715415398709,2.411555034730837,1.383982105579489,5.394306864712919,2.594006312890733,5.840683605419654,0.9518024720458031,0.6905660445771626,-4.950465300676818
+max val,1.2,0.9659175470172126,3.4788547575106907,4.96342746721217,2.6015198511422493,1.3836084895074454,5.3965630835714125,2.5895026503641025,5.82086710549527,0.9513712689581173,0.6900596095637386,-5.211337866844179
+max val ml,1.2,0.9660542073302207,3.482280250182439,4.972825533805514,2.6080972271310356,1.3841594001986006,5.3974292903273575,2.590330795794774,5.821324582674476,0.9513357118770518,0.6900971821275179,-5.2125656716872015
+lower bound,1.2,0.9634225494753932,3.453884065547987,4.890212731301482,2.540710051001654,1.3810152321939242,5.389297535885602,2.5752123412436783,5.798823164504566,0.9510653550941726,0.6896550771288084,-5.297154879387371
+higher bound,1.2,0.9683294067920111,3.5042986784175922,5.0379276550069125,2.6632428820177605,1.38625107531191,5.403978528023037,2.6037481830439466,5.84278282215674,0.951685278023082,0.6904814607607792,-5.130198546104655
+max val,2.0,0.9667258258735015,3.56778773482904,5.424466427906147,3.1158424020908937,1.3877697962892555,5.413817225286576,2.6062727138868076,5.821488285079734,0.9511745747519655,0.6899423912634497,-5.766005862139274
+max val ml,2.0,0.9671986701102739,3.5639313983796455,5.407752244379279,3.1031842793657063,1.3870682326098702,5.412164993271579,2.6051463711623457,5.821276061313096,0.951124736507863,0.6898227750406163,-5.786280012892018
+lower bound,2.0,0.9643214300175026,3.541333839018972,5.335590721884,3.0326429162530166,1.3851405157690821,5.406129403965136,2.5910494058003697,5.797478465303672,0.9508732870582541,0.6895414587906773,-5.964664166376448
+higher bound,2.0,0.9691146196386191,3.59545260174318,5.515097747093515,3.2007146406366522,1.3903665995403953,5.421696792912309,2.621437844268334,5.844989134159166,0.9514752568071589,0.6903482368383008,-5.609436402243983
+max val,2.5,0.9672589559826914,3.6128925473619677,5.679271217703666,3.4295289305622276,1.3895213874922325,5.422210838751012,2.6148325204716474,5.82166331730277,0.9510580684851813,0.6898456456118435,-8.829667693237088
+max val ml,2.5,0.9666016524956055,3.61945576248525,5.719334438154585,3.4742495188893754,1.3905312538231727,5.425914361643952,2.620012023975505,5.8275380161551,0.9511164072922498,0.6899347269926285,-6.747062337800397
+lower bound,2.5,0.9650028242340819,3.5879661090234833,5.594224796576679,3.3458826355390623,1.3871249017637124,5.415061258911588,2.5996472997139155,5.797059394120203,0.9507720274025879,0.6894668342467885,-24.51930062508829
+higher bound,2.5,0.9695179154124316,3.6401395058938615,5.775728778908324,3.526940801748509,1.3919451627234518,5.429332896749419,2.6291887568282872,5.844469427486079,0.9513332991424879,0.6902028959650379,-6.370140806942658
+max val,5.0,0.9662919131667301,3.8672027262013855,7.521427125217153,6.265155592924481,1.4003844641374616,5.479154317149135,2.6750912995190337,5.824100311095548,0.9510338766619169,0.6901537327480388,-10.202726846290776
+max val ml,5.0,0.9657989248729981,3.8660065060234166,7.549293208062819,6.336154325429242,1.4007194271642545,5.481836931734417,2.6817828273526154,5.834482965637631,0.9510927099340976,0.6902474436133458,-11.619110100313527
+lower bound,5.0,0.9637060082758137,3.81757990324049,7.243149976118919,5.808088338067867,1.3976803756506018,5.466141144741996,2.6362004195382425,5.746047835687054,0.9507170542797648,0.6897437786978322,-20.461373423038708
+higher bound,5.0,0.9688711729335964,3.9171089327912583,7.799004859987891,6.722405872563991,1.4031203878928575,5.492159684567111,2.7145683818551527,5.90087384536377,0.9513467410881045,0.6905701617112823,-7.569107660596146
+max val,7.5,0.9663490508159769,3.8884537725280746,7.619350861508622,6.26071133514716,1.4010367518899316,5.480808523566521,2.6688837336202833,5.793847853255934,0.9510232027129972,0.6901604103538082,-12.571301612823198
+max val ml,7.5,0.9658665035651592,3.9097813594357222,7.947433152518449,7.107314881189234,1.401826179350735,5.4896050888921675,2.6894074636866607,5.834448581630106,0.9510663715741727,0.6902419070233891,-26.931281645108374
+lower bound,7.5,0.9635309003409818,3.7964391563210547,6.743078004174287,3.9148928105510725,1.3980745623473252,5.458370705572276,2.562078551889887,5.340976995446929,0.9506969588720098,0.6897324733450507,-24.3922889400554
+higher bound,7.5,0.9690697689599266,3.976030183537635,8.449192553928507,8.50605275043591,1.40393474881891,5.503101718520605,2.7759640848258402,6.121720239748728,0.9513639228658525,0.690602212628312,-7.872165317080221
+max val,10.0,0.9667745272870083,3.793496336292308,5.3981977608136456,7.007850216187257,1.399658306254335,5.457657165401568,2.6182454914128166,2.1635111378816694,0.9509935309032438,0.6900827357151877,-14.583883546178116
+max val ml,10.0,0.9667024861312814,3.755868286238561,4.540585111104073,8.455395674067063,1.3993232892375724,5.4538736833063854,2.6511367496276796,2.126788640566529,0.9509707993086047,0.6900632976122403,-20.33854663287464
+lower bound,10.0,0.9639402387090754,3.625978547260144,2.784495288191823,0.7906691383556899,1.3965752268684903,5.4216920022046065,2.2563788240266955,0.6797058095436576,0.9506578392471665,0.6896409558320041,-27.540313037115638
+higher bound,10.0,0.9696397805204591,3.9119985037152176,6.926691000861494,19.330950235310727,1.4026820047349529,5.487994570068607,3.1265185835737226,4.751966015049419,0.9513256828250217,0.6905157171273493,-7.979072847466689
+max val,12.0,0.9668836814211362,3.7268287746670974,3.4066961638963202,21.498623530535447,1.3991169646298007,5.444235024974139,2.63181770183145,2.2074588658888765,0.9509883391451741,0.6900557629984756,-15.215730884707362
+max val ml,12.0,0.9668794487637851,3.6853770829480776,1.6865414905981373,27.950808904885832,1.398783887002342,5.43516057311922,2.7190304538173824,2.1317975379151837,0.9509868414377687,0.6900614417359355,-11.38719245281709
+lower bound,12.0,0.9640207345203068,3.5956189699181045,1.2950252493963923,3.5701681615017398,1.3960592384207269,5.407684897033726,1.8411977181559984,1.1767434138281374,0.9506442206318688,0.6896122816375992,-27.49865219360568
+higher bound,12.0,0.969817786900957,3.8795148915989697,6.416766047427007,29.273067329267363,1.4021944489639402,5.482622981760357,3.344780506588078,4.057408567453641,0.9513191842096886,0.690493852548424,-8.051426150979395
+max val,15.0,0.9672562540127214,3.580018469989895,2.135915544912372,14.745527384448488,1.3976731766613928,5.418018707749344,3.468311541596833,2.681577205085115,0.9509562068996875,0.6899719964854303,-17.17887322224569
+max val ml,15.0,0.9674753844726198,3.541051921957552,2.081157383694304,29.016068812747516,1.3979661619357693,5.415081552494336,4.94134806429625,1.9779368383000224,0.9509335716610179,0.6899235736643442,-11.146732638581305
+lower bound,15.0,0.9640551981277933,3.392465949747014,0.3400413293750411,1.9353508094500582,1.3944664583429662,5.3714646520516105,0.8307669348337545,0.4590626450022959,0.9505955120001619,0.689510689168819,-28.128690370292144
+higher bound,15.0,0.9703390273618717,3.754538181290423,5.231072498970213,28.27013168152271,1.4009410546506933,5.472299224226655,5.598502484796666,5.793467626014603,0.9513298451815932,0.6904661515279118,-8.272854468501446
+max val,18.0,0.9671138967816133,3.3120668801739637,10.652886357731038,15.215734027376078,1.3962394096651527,5.392968065875219,5.042500380050732,3.361569717977555,0.9509863413075281,0.6899662871432117,-17.185356420453743
+max val ml,18.0,0.9665205710087681,3.171920872531392,12.95836493227829,27.416546655856706,1.3954833021230055,5.392786270369648,5.121735859335058,1.974871912970114,0.9510671913611455,0.6900690848050085,-18.59806097656137
+lower bound,18.0,0.9636459286817779,2.9387559504006715,1.4778497332286675,2.041593570504746,1.3924494581403328,5.28631424932706,0.4603489061557552,0.3729974795576896,0.9505889012887845,0.6894563610619339,-28.172355853802422
+higher bound,18.0,0.9705266180172392,3.679417330873161,21.294733970159026,27.870160862942747,1.3999887131179707,5.4803171687375745,5.885647077736416,5.955555984343892,0.9513823091709104,0.6904749603045689,-8.205472875763945
+max val,20.0,0.9670225166866713,3.165360499976911,19.125057372393787,14.748651259774912,1.3956309242854394,5.381764728526274,5.031764333260757,3.400676351023554,0.9509967696355555,0.6899625129262074,-17.11648233612759
+max val ml,20.0,0.9672095117165362,2.972754929146504,26.06354409305446,1.3495282369762729,1.3946689965906436,5.3200464466867015,5.359547658038493,3.248213177807798,0.9510060355270049,0.6899568918878868,-9.646197932351836
+lower bound,20.0,0.963533466631038,2.852143809726525,3.2227919651626817,1.8155968908298792,1.392094166596412,5.2580335338793915,0.7792543359868528,0.47651806251368656,0.9505830094536636,0.6894281276499189,-28.075338946182384
+higher bound,20.0,0.9706507438266226,3.6161064159206866,28.26723747656579,28.071019192035667,1.39941875686782,5.505740363393455,5.934890254114901,5.908331361423763,0.9513934826665402,0.6904897423435701,-8.257870844432471

results_new/0305/NR_Model_Noise/w-tau-fixed-m-af-nmax3_True__fitnoise_True/summary305_w-tau-fixed-m-af_nmax_3.csv

@@ -4,3 +4,17 @@ n,id,t_shift,dlogz,dlogz_err
 3.0,305.0,0.4,-68396.54303057845,0.19703558924482542
 3.0,305.0,0.8,-67966.60030868772,0.19634736959860977
 3.0,305.0,1.2,-67550.46727624717,0.19624118511240315
+3.0,305.0,0.0,-68951.15584506407,0.19633822553980076
+3.0,305.0,0.2,-68616.45774381497,0.1974118691584486
+3.0,305.0,0.4,-68395.810966908,0.1962718039637499
+3.0,305.0,0.8,-67966.67897052963,0.1966062086240479
+3.0,305.0,1.2,-67549.82517243706,0.195643268798143
+3.0,305.0,2.0,-66757.15369175654,0.19605871485270682
+3.0,305.0,2.5,-66284.58253432576,0.19444616442264476
+3.0,305.0,5.0,-64194.995325785785,0.18484065420049556
+3.0,305.0,7.5,-62196.257460288994,0.1719876871093702
+3.0,305.0,10.0,-60187.6426339036,0.16233315262228012
+3.0,305.0,12.0,-58579.32786575083,0.15758925591564815
+3.0,305.0,15.0,-56166.5179451302,0.14927637095251953
+3.0,305.0,18.0,-53761.10849167869,0.14627275740417228
+3.0,305.0,20.0,-52162.257856036784,0.14368127527872326