{"version": 1, "asset": "COINBASE_BTCUSD", "timeframe": "8H", "arch": [55, 16, 8, 1], "activation": "tanh_closed_form_clamp20", "feature_cols": ["stoch_norm", "macd_pred_norm", "osc_norm", "totalvol_norm", "m3_momentum_norm", "m2_tiny_norm", "newaddr_norm", "stoch_div_norm", "vwap_div_norm", "stoch_peak_norm", "sendaddr_norm", "m3_div_norm", "bearish_engulfing_score", "m2_nooff_norm", "m2_div_norm", "bullish_hammer_score", "bullish_engulfing_score", "shooting_star_score", "btc_spx_corr_30", "dxy_roc_norm", "vix_pctrank_inv", "btc_dom_roc_sign", "us10y_roc_inv_sign", "spy_above_200ema", "gold_roc_pctrank", "mvrv_zscore_value", "mvrv_zscore_cont", "nupl_norm", "fed_net_liq_sign", "gc_position", "us2y_roc_inv_sign", "yield_curve_sign", "sopr_norm", "rsid_reg_bull_norm", "rsid_reg_bear_norm", "rsid_hid_bull_norm", "rsid_hid_bear_norm", "rsid_rt_bull_norm", "rsid_rt_bear_norm", "rsid_slow_bull_norm", "rsid_slow_bear_norm", "rsid_delayed_peak_norm", "rsid_delayed_dip_norm", "oi_roc_norm", "usdt_d_norm", "basis_norm", "cvd_norm", "btc_gold_norm", "rsi_subtf_norm", "bb_pct_b_norm", "cvd_norm", "rvol_norm", "active1y_norm", "hr_norm", "sopr_norm"], "layers": [{"W": [[-0.34371154119041547, 0.03259899894734245, -0.25161793042866515, -0.07007779211805888, 0.0944479173208004, -0.06259258001217852, 0.16021053853276745, -0.0849689168694982, 0.08141990507804361, -0.15193532287349304, 0.28474552613572, -0.6683964467809332, -0.13963572770367721, -0.1126583176228963, 0.19758471853626286, 0.03497154671253505, 0.3620729971527875, 0.19459875395631296, -0.14006569405336627, -0.5893275284934222, 0.09519280127438523, -0.22318501692496948, -0.40057836828263, -0.46197519315612334, 0.2917475504072941, -0.018993140902358787, -0.09903395111947597, -0.33843406140039983, -0.24335765930937053, 0.14455756643120815, -0.2770100390505919, -0.3821464407234474, 0.1677582236871302, -0.1321479427892694, -0.11818184560158933, 0.17720496552484916, 0.24846013372755194, 0.3645356817313289, -0.03533701304379934, 0.131455838659095, -0.4023412823457773, -0.02634287461611004, -0.054032692884239605, -0.21413027408518798, 0.01167204955669876, 0.12819816994743644, 0.3365241228708918, -0.005511759854423516, -0.12827911861811522, -0.02608069585944507, -0.40541069618523007, 0.3301607043442681, 0.072540373043331, 0.05250264832141295, 0.03008730213769609], [0.3380740154860536, 0.1584171236733237, -0.13818111236341382, -0.1536040047988443, 0.06428580015212464, 0.08616061224298041, -0.1530070332210646, -0.30961032693756313, 0.5590781456434475, 0.12222425919963904, -0.2958801408041849, 0.1343705162907224, 0.4235645205935141, 0.2383839159851467, -0.12230457561007686, 0.3869196175183777, -0.1532638912530271, -0.004582919829947248, -0.294895565143519, -0.38801691018444734, 0.2720418417348535, -0.1544958520301948, -0.3866102131923217, -0.1262230875443313, 0.06748192720937803, 0.010424033649113776, 0.2832467469759747, -0.11669062173750255, 0.0819923616247234, -0.3031300376147784, -0.2173046576120646, 0.47091489534278813, 0.3185330704831838, -0.355901372278509, 0.2372789633017108, -0.0025404902866590535, -0.3488327320379177, -0.13047426659730516, -0.08559974552358675, -0.003492375645649054, -0.24000435033015638, -0.013145700392441164, -0.056429751701513965, 0.04425733506585871, 0.152604698010059, 0.4408429516699156, -0.08403893461409857, 0.26007713483886036, -0.24806069933902808, 0.21068472236521282, 0.01938772494955089, 0.20497135878575418, 0.2695657318295478, 0.07031227316274519, -0.2522796866845957], [-0.026341245779532493, -0.06973990367755174, -0.1019609492574353, 0.002258404896028049, 0.25488982103661506, 0.029861089931177826, -0.10432320513464571, 0.0671458571791935, 0.22384499186661963, -0.06788473903686103, -0.057919179956530245, 0.1760715655138478, -0.11302519269033515, 0.24560227778194635, 0.1278570198924883, -0.16140605673117556, 0.1285035509659771, -0.32101597991132336, 0.2297673216932165, -0.057516474555537614, -0.24633754982619765, -0.0009106896233560396, 0.11506160612145028, 0.3170855750626905, -0.40916000506268724, -0.41319932413877514, -0.12372374002427519, -0.4733070725578296, 0.02876913136080183, -0.28920798281286986, -0.15569727859728968, 0.14398220171133153, -0.180448490566952, 0.029839692160758734, -0.05558430946896614, -0.32146204096170605, -0.09529762249048816, 0.1630864782424938, -0.2290557365571618, 0.09591803302175297, -0.05900569810753263, 0.0213067249288866, -0.38450563785627395, -0.14190017177669148, 0.03763516719563064, 0.11678985919115181, 0.061785986309326496, 0.261528247705022, -0.07626986838516363, 0.20172216404533932, -0.310550554104024, 0.03098926722638059, 0.11823115087478313, -0.2766739699297088, -0.15721531380472664], [0.01233408190929685, -0.028625378319756166, -0.4324775946366057, -0.19197659351119992, -0.08880127510845187, 0.10159496920621822, -0.11711267825957186, 0.1702193082018829, 0.1693685266686338, -0.20494383294526525, 0.055780240078414985, -0.06728009597520357, -0.030255851403890432, 0.2649431590921715, 0.1743506512775001, 0.18634871370381073, 0.24583028671217774, -0.024298564102458706, -0.24741192918582852, -0.2264047434006655, -0.21492762732062318, 0.19212342512616937, 0.02485801245727343, 0.0596113064001232, 0.02441145892782353, -0.46514649213746617, 0.31703368805063803, 0.07467586072814342, -0.19130671977539584, -0.06958627106499198, -0.21718692323948352, 0.13644461131919322, -0.16045374805124174, -0.1371270048645966, 0.12890255213248322, -0.17782788251712917, 0.2019685854088894, 0.002152525482248001, -0.042115198135655924, 0.05285123703583221, 0.35306604381788365, -0.05812014784907778, 0.1121082689946318, -0.282875083667934, -0.12658379298206637, 0.4444305109138411, -0.09860329384130936, -0.18506769965283867, 0.10809677918571033, -0.38306845330194517, -0.2007611433048109, 0.021813836093759215, 0.03638086894181259, -0.4143851340131931, -0.052264205412694636], [-0.3785142505100299, -0.05888205720704956, 0.09452596624523846, -0.07483383114218117, -0.4488263755341657, 0.27183466461619293, -0.17761191696813705, 0.18150827794734714, -0.30531639116028664, -0.16475005114889135, 0.2091608892723718, -0.08826931414141694, 0.03656260412311048, -0.2497883237281639, 0.20183058580799007, -0.5005746788426771, -0.08808385826391915, -0.08631592116863145, -0.3146632287924174, 0.17305616632957893, -0.28009680468444825, -0.23354755315655418, 0.00020406799905253736, -0.45120448885499015, -0.03839748366582734, 0.21317608643763244, 0.06250349666958353, -0.38451047838855107, 0.37854969997360094, 0.09043341998451139, 0.059095318373653165, -0.007135679187451029, 0.243494803850539, -0.08233454668072425, -0.1812876692388031, 0.03361780770026744, 0.05979185072449912, -0.0041837771915100505, 0.1563818488592543, 0.043268001319709024, 0.012860565719429288, 0.0004042188199639002, -0.5945585318656539, -0.052463178686826976, 0.07398157015590022, 0.2224491572895473, 0.006063585741115953, -0.12685377977342188, 0.005302633936959811, 0.05667300527219826, 0.15640495198587218, -0.16187937793063853, 0.07963902616443991, -0.013133247798646577, -0.03359812864968459], [0.15609931168951943, -0.04508117083509776, -0.13408190836859915, 0.17544164537047055, 0.045900954474164674, -0.10787201946265616, 0.07585369610641342, -0.17246602363616564, -0.16017876868797482, 0.1767028473324473, 0.03587802291106376, 0.02894904587504516, 0.5671035339977449, 0.011559003656840608, -0.16129519618822843, -0.11996251037242547, 0.5074959524808658, 0.19310145732596673, 0.2074721819310906, -0.02388869181157034, -0.36348672840536905, -0.12787568813143696, 0.06215504220822947, -0.2852826498066636, -0.43650921172625295, -0.14428188233105066, -0.0055643084394436035, -0.010721443971256767, -0.21494550904651447, 0.13969285573776094, 0.03446346289662886, -0.38838241525053885, -0.36453368897471, -0.10293423186560285, -0.2012193481935507, 0.02937721460759084, 0.23676003618407915, 0.24278874606112397, 0.011212566230003017, 0.13567783487270824, -0.13468610496014094, 0.2817327077768661, -0.06341137960312303, 0.08211264690171921, 0.3796386354234037, -0.5994906596246681, 0.28460971687648884, -0.040428604925380765, 0.3347012008390142, -0.14166489063228685, -0.12455380115263757, 0.38639446818348017, 0.26473933407426165, 0.010890839682737857, -0.2339824019084113], [0.244565127501637, 0.30858119749499185, 0.02993341385389468, 0.3110949840298036, 0.36194589893108575, -0.04464195780602312, 0.22647980710985563, 0.2978180846629642, -0.054640800541911616, 0.11619323641731585, -0.04828588259888186, -0.04469546706086161, -0.05392421310076104, -0.26314800859815224, -0.05885614434113976, -0.26955293719971046, 0.2760803448872076, 0.2783418195699574, 0.2409605715677472, 0.05111409747219684, -0.41164823536708683, -0.3544782502300497, -0.09197963216364433, 0.15083528919136466, 0.1888620940723111, -0.09326843688375856, 0.040850469266271464, -0.10349329371234493, -0.20927532437129168, 0.07807216353360086, -0.42367704757503244, 0.2161719755962033, -0.13918958137977036, 0.45220241958424934, 0.1095375895409479, -0.027221606032233926, 0.3100893841565789, 0.057328012104085585, -0.01823024239077394, -0.3298529051244097, -0.1367198022212881, 0.17537421310027582, -0.005791281090199755, 0.15563640024315156, 0.332297180339802, 0.0009629003421439547, 0.034158535033009654, -0.045263393952444324, -0.2425152206807762, 0.0018890109804534285, 0.16879833745608197, 0.4053795256287149, -0.29186013052786225, -0.45894829099749046, -0.1412330184867186], [-0.13447379927337016, 0.014972080890916822, 0.11892027863737091, -0.015641418556072297, -0.05419399932700956, -0.10570344703800286, 0.1612519667248993, 0.063914226564382, -0.017244703130103997, 0.06370522487443295, 0.10564946601573104, 0.19629444285979541, -0.2996118476503638, 0.17348046298656453, -0.1140115248097358, -0.12452904541149264, 0.17558664105226793, -0.31723236148641987, 0.02202865374289832, -0.15930134291729744, -0.4229129290790176, 0.0699884732251547, 0.19410268754234325, -0.27151569850472396, 0.16359594626648583, -0.01789973417021129, 0.02970059400010816, 0.16014673329255882, 0.02882699871590265, 0.19199538661100757, 0.009403846500833282, -0.08430779883623024, -0.04920228289680077, -0.09144979436204156, 0.06271893557258164, -0.2301494904055487, 0.2358880214371073, -0.3121098550015359, 0.23021045956542519, -0.016128169034994727, -0.20569349158029762, -0.0400488260513871, -0.14675332570362734, -0.4072192980362877, 0.13370560808008902, 0.160126152015753, -0.1759016893509839, -0.03454166233809637, 0.12378061577613148, -0.028236043578404934, 0.16418066861967512, 0.15455452651698384, 0.2852925064522434, 0.06995105375604563, -0.2268264659519516], [0.16868780382769288, 0.42586133780608004, -0.3240360292003065, 0.056953380959734436, 0.42008150469813665, -0.16984481519003358, 0.3407056831778472, 0.39427915898411037, 0.09763416239709065, -0.31722735076212216, -0.09113909412013274, 0.1356340281366474, 0.2147470399227579, -0.26770773514370494, -0.17169446268452845, 0.0758331121512009, 0.1938772865390078, 0.08917689601389285, -0.19752064988842843, 0.25966424856306525, -0.26622759214120073, -0.014916669084228444, 0.11302836297791824, 0.2505758851275347, 0.11609904812450342, -0.2523114432228921, 0.08027702038519596, 0.057304906716856355, -0.25082722592810436, -0.21901147066895754, 0.2671858283632761, -0.16384756923830784, -0.05411514232773526, 0.13295650407977025, -0.39524059460583016, 0.1921958457047916, 0.21736435618491817, -0.0899558364309574, -0.2542507835650807, 0.03257694029699046, 0.1911265351043751, 0.12868346434760614, 0.009129611307496593, 0.1000975802732996, -0.06640960718158455, -0.37766678667710557, -0.23418787188300189, -0.1077312565481699, 0.1136740530298291, 0.14674061086873708, 0.2954817149669022, -0.193690005681772, -0.5609254649656691, -0.1945246430830579, 0.17485819511907516], [-0.14292477781207547, 0.21998288058270543, -0.04724971114394813, -0.37988513659289636, 0.013814174166727134, 0.08406042750250081, 0.057405112947998, -0.16004253170613264, -0.1735351223338845, -0.13524539340982566, -0.03643207625891323, -0.005088204916490376, -0.07397055231130065, 0.2474325278829316, -0.3282900218060578, 0.20926052040630264, 0.4645847167181095, 0.05464145099415449, 0.1131272042440076, 0.2769258064921961, -0.017151938149453747, -0.20943802184181237, 0.038886312126305014, 0.16862332300315802, 0.06378262413380109, 0.31829275848611366, -0.054942888835856345, 0.0021005346610360118, 0.09284523611487804, -0.35780687722692284, -0.02306997524675253, -0.09213513436183966, 0.26183024732764565, -0.10648944194670086, 0.2571640348654548, -0.18416405268049355, 0.19996700518875127, -0.344668804467789, -0.04463814223969634, -0.25106508757929946, 0.2743445666213769, 0.07508603710150397, -0.36342887491797365, -0.06257641291618006, -0.32596383488766834, 0.3957425964995335, -0.384975084020559, 0.09060271518857302, -0.10105541411197091, 0.019658263047132606, -0.030521123286661365, -0.12573757764955396, 0.2067588691352134, -0.1037883585797011, -0.1126077952623466], [0.2695446688071657, -0.07980148613305349, 0.21427570103231108, 0.023314488199843372, 0.2543989704567248, 0.18693663972809824, 0.006064350831057996, 0.2668881098027498, -0.08005539108017574, -0.06786424194201865, -0.4385076075373699, -0.14402418224670238, -0.30062944958071247, -0.19786211021598724, 0.015073695681320817, -0.12044449100067783, -0.14867588817501062, -0.013853148419972006, -0.03134023618695628, -0.2750891890794064, 0.25659760882325505, 0.3121684425904864, -0.11165992030238, -0.13167911062537796, 0.3582027417252012, -0.2608083121658346, -0.21945388370216562, 0.08875730953484663, -0.19777402123090893, 0.26539841560034727, -0.0009393465741572883, -0.04109489178134713, 0.07446583152591357, -0.04876572542923473, 0.23867176148495062, -0.010600581760994777, -0.3697819146626775, 0.17751753928717512, -0.07490564121969588, -0.026044193843397852, -0.046814579832802794, 0.34277872901573986, -0.05856803095688928, 0.3816091846238213, -0.33500073564669836, -0.09306138873846533, 0.13576975840672345, -0.009139273177860495, 0.26242224388413277, -0.01505737772380164, 0.09963339400241278, 0.2291444015610753, -0.4558889895951626, 0.20629155832516802, 0.111507116169695], [-0.10960521838834925, 0.14160587035337194, -0.135565865168458, 0.06621055167554654, 0.05374233824871182, 0.21023681654371026, -0.1789950837724487, -0.07808705192192358, -0.17204041817190693, -0.048117373919772395, 0.21624524324047617, 0.06894757637648725, 0.16302765504288994, -0.006408738401015017, -0.28975035493871504, -0.1353717449672649, 0.04327894041732163, -0.4586453561090328, 0.1488359266501969, -0.047312086390911556, -0.06591887641365761, -0.3639454767508926, 0.07147765708127385, 0.0331690973262179, 0.30484844652178306, 0.010599974373070462, 0.08211106312699648, 0.3226540363068603, 0.2818328014795744, -0.3367454030928604, 0.1845052368213133, 0.31311317955044826, 0.04448379851142206, 0.26440152752243234, -0.3352751692717572, -0.13265310647949682, -0.09723657909265869, 0.04361467198427027, -0.017441860146918807, -0.1918709480269527, 0.09076568058832754, 0.01151491637142043, 0.13004569697610024, 0.1348633432492101, 0.47026613640740594, -0.020888274560074076, -0.031877581423016436, 0.11931606573304127, 0.014257697107281489, -0.23360574405887635, 0.5425142643964627, 0.35600136734658305, -0.352973407090911, 0.008201196856269376, 0.0182945173963947], [-0.08789777404899976, 0.28707282704672665, -0.0747343666667663, -0.027874216484632085, -0.2184245861925468, -0.3436690314326341, 0.136443404068555, -0.17624934683597326, -0.08631999103041538, 0.004897604962705242, 0.07093938867969919, 0.06268725691767474, -0.23416703396539523, -0.37859415709671085, -0.10740639052125302, -0.06632605588058824, -0.145746442001245, -0.13224920178256847, 0.17579577635687277, -0.08683902368929618, -0.2011315750749344, -0.14803821127387196, -0.05831737025530505, -0.09772470987102501, -0.08060845054775084, 0.11641806280862706, 0.11311234396560253, 0.10113719384740551, -0.14277581733986847, 0.1206754223521899, -0.018482110122684955, 0.053017752459099926, 0.2649493334792189, -0.007304840233877188, 0.05401342145263055, 0.06452817288064996, 0.1995261840521264, -0.0786377237026049, -0.20377284850010638, 0.20584290950459105, -0.1218159514598448, -0.08118598167999033, 0.18854178242185002, 0.1737859838259876, 0.28906791197550835, 0.3302017234898775, 0.14662995198406292, 0.07639113178704607, 0.014842216916390247, 0.06454726800641258, 0.1908868448708534, -0.10646827196587631, 0.10322014315314668, 0.10895812712164411, -0.08234096263383883], [0.4629145798360838, -0.3094646076372116, -0.13911966588790967, -0.5546762548908217, -0.030859297162024138, 0.11632218802693275, 0.050585550720499584, -0.10224795106168474, 0.28680671274965613, 0.11963299665849857, -0.1911877311280599, 0.17348113193955803, 0.0008219653594120895, -0.15746015107528455, -0.13331837404696736, 0.2976385714297389, 0.12220974186496997, -0.3077413413777885, 0.3224651857578257, -0.0264120709381699, 0.1117112248520901, -0.029692726251672727, 0.001890779031627812, -0.11518735427449181, -0.2103611902215223, -0.042189906195683975, -0.44663136700920864, 0.14671007393774138, -0.10885569152298358, -0.2862998758631802, 0.0815473082019192, 0.15102094190723625, -0.034546554722603276, -0.14512924736038593, 0.1785207501633425, -0.37472032421439827, -0.3941225764446538, -0.04802949267708102, 0.15417892513836767, 0.23255450610307193, 0.27831800578183663, 0.22132105765726331, -0.18241934549931488, 0.13655557833188148, -0.09642851026361106, 0.35029192784413904, -0.31915422852380615, 0.19991928184237923, 0.17660494650956104, 0.09077098242702676, 0.16280812872140646, -0.2342627043870435, 0.16471151887720412, 0.05858123123357053, -0.3484193807611936], [0.02177868813093345, 0.5324989068532852, 0.021200884662767046, -0.13513014744201862, 0.1569263926751342, -0.17559922369744463, -0.022903645591606764, -0.17416014244257816, -0.3575741504937882, 0.00266041735564166, -0.029272528996034074, 0.2568093619840017, -0.013978505389740433, 0.34873827203936847, 0.24494708753163932, 0.1777432305177574, -0.30752817255506554, 0.17131877571427373, 0.07649882529105356, -0.2574925789218858, -0.0453920628238976, -0.10175391604948335, -0.07240595823087828, -0.34323944836020354, -0.28594445391973716, -0.2234726389654492, -0.24887003794062493, 0.037213502381842206, -0.013742203404544205, -0.4962754223518393, 0.2544898296625712, 0.30853210756801597, -0.0403246421869281, -0.3379209111861327, 0.0946031449347558, -0.2650449255558954, 0.10639696113941283, 0.2675087439364583, -0.059499112829690205, -0.022484560082381318, 0.2143012418186821, -0.24549794019075688, -0.03281537104722213, -0.20072460975801562, -0.006137424046967509, 0.1253127797199453, 0.1945319216170307, 0.016604126886287766, -0.025137810642263465, 0.24337993831635032, -0.19639231756272393, 0.04988445063153103, 0.007136063148100627, 0.06665336801049929, 0.02791174557434786], [0.12909922881016198, 0.20337695739781558, 0.11235991992308215, -0.14725282607305534, -0.11264344650165156, 0.3478231748014527, 0.20071532161137948, -0.24048938430092776, -0.2207992001256175, 0.14173890950162438, 0.05266113178141403, 0.0600692842860132, -0.16149941411784216, -0.057808056143799524, 0.08419018783854772, -0.416431471140816, -0.12159200095667963, 0.060963816840570555, 0.029529220475197304, -0.1081346469443886, -0.0022383756380969858, 0.34437789564723437, 0.36917396446980655, 0.25507084643739064, 0.033231773199374974, 0.3884085731187247, -0.02267312316964433, 0.019938202146200738, 0.3340427505704589, -0.10220019377773328, -0.12995033109202375, 0.0006402003485399821, -0.025704109453437825, -0.03213106722265505, -0.12325456097096123, 0.08820695307884335, -0.36298889867118306, 0.1867706167317563, 0.20333097588694538, 0.49258486906408083, -0.14371272227411686, -0.01551207901980383, -0.3267885253644214, 0.24826439977386947, 0.15505213678289761, 0.14567251570527256, 0.19074261673381768, 0.019751769190864393, 0.2266345476611309, 0.15377468101505534, 0.2643758021246901, -0.14421885622466338, 0.11749470596576433, -0.24707023977329567, -0.06438134723775024]], "b": [0.3066144180231358, -0.2506984980679387, 0.18147326348227216, 0.4489616338568341, -0.1339602506249965, 0.22370958001007848, 0.0067022615647701, 0.06324677117309813, -0.14570216990101476, -0.29181271157431754, -0.23002763961430361, 0.040189242868897995, -0.08441526697930407, 0.15236428944496555, 0.056442648482771, 0.13573128831486836]}, {"W": [[0.1780871395959149, -0.4038573248284836, 0.057399527523226274, -0.1226797743050334, 0.2481381057914604, -0.5508448963485759, -0.26303682464886324, 0.12547698758518533, 0.20957989045628336, -0.03644744507481499, 0.6524033532822958, -0.16881026386618325, -0.18743978219164897, 0.07434493934284137, -0.015654692194849985, -0.000824567945121871], [-0.40437642093589465, -0.2500419752227536, -0.24707054597124878, -0.24069117497964246, 0.3864015719704064, 0.08556026711528786, 0.24668117865778166, 0.030541140702682115, 0.1433439275058736, -0.0983644441848798, 0.1924530100311388, 0.145058192001818, 0.08851966457043031, -0.3173093751317184, -0.4364659559588556, -0.10415190236657434], [-0.07791242339665246, -0.18337462312893477, 0.09957428233012469, -0.06305640043159003, 0.01184562077072172, 0.12594549368554595, 0.15957940394338005, 0.47796708292753165, -0.04329983059300392, 0.09034429439193657, -0.09705533715380393, -0.32817019693481086, 0.12432773211199147, 0.39149516715481375, -0.06498392580467983, 0.0453871093272336], [-0.15309484623368147, -0.01381525457647323, -0.08878804816038585, -0.44505919738269284, -0.2668753619710663, -0.32135382959040437, 0.11494741039114689, 0.4857580095797292, 0.07908172853178566, -0.3812765147648042, 0.4096355110004575, 0.0565308506175963, -0.205176956158872, -0.3214027795096132, 0.1357115440383914, -0.1355162228328715], [0.015807170892212168, -0.256382522269266, 0.092995135925071, -0.2583461771862744, -0.3357694118994499, 0.32278529279541746, 0.1408490731021473, 0.3410687780086772, 0.11107112248107995, -0.21482931501443833, 0.09038118111520588, -0.045361636684403434, 0.014781111334701565, 0.11157714608669447, -0.48684119826470473, -0.09344039688903305], [-0.004465300209108066, -0.06141315450813439, 0.07864445055876908, 0.103378398206799, -0.08049016269744544, 0.0717848440013795, 0.4291668576894445, 0.2676285685815261, -0.2356136326985916, 0.2968315857644648, 0.07928957999993184, -0.2502586003364787, 0.3077038127578407, -0.025354572424396565, -0.37480357496958594, 0.025031745477529455], [-0.2713416354115265, 0.02447749176814765, -0.23265129135915552, -0.3002059295200792, 0.08651993310976214, -0.3541346320145634, -0.220269796197268, -0.07976286187016073, -0.05241375269526677, 0.2262818090801076, -0.009261129558582734, 0.29828978351195334, 0.2715232058037266, 0.08835238461220149, 0.13137989655140167, 0.22518738963389162], [0.09014665923946316, 0.1373767405859723, 0.08990769352254965, 0.04872526349559665, 0.22192082609816297, -0.12833959687480379, -0.10519129591049581, 0.1836244657729891, 0.205311462659688, -0.04693362082364634, 0.06590694094999777, -0.17557759689861183, 0.10334782339869483, 0.23653573039599252, 0.41368488250324015, 0.036757144524576485]], "b": [-0.17740591926031019, -0.1490359612546594, -0.4609935982250748, -0.14659035272456453, -0.10400044419760518, -0.07959062763085144, 0.10201154502185202, 0.14877139830694378]}, {"W": [[0.26726696329443433, 0.40545164550231044, 0.15758627792509194, 0.05954996306640431, 0.014981077756812282, -0.3411041713442801, 0.1518997093500316, 0.03403999128347671]], "b": [-0.4326219946380066]}], "training": {"phase1": {"device": "mps", "arch": [55, 16, 8, 1], "epochs_run": 21, "best_val_mse": 0.2530378997325897, "train_bars": 8582, "val_bars": 441, "target_k": 10, "vol_window": 60, "target_scale": 2.0, "val_span": ["2025-10-01 00:00:00", "2026-02-28 00:00:00"]}, "data_file": "/Users/jameslopez/projects/TradingBot25/data/mlp/COINBASE_BTCUSD, 480.csv", "data_sha256": "1a882533b7a989efaa8eba5d2efcfba3dc1eb459964b21bfa0ca84afc5098f96", "train_window": ["2015-01-08", "2026-02-28"], "seed": 8881, "regime_filter": "all", "created": "2026-06-25T23:16:39+00:00", "phase2": {"es_popsize": 32, "es_sigma": 0.05, "es_generations": 300, "l2_anchor": 0.01, "es_workers": 2, "fold_objective": "robust", "best_fitness": -0.9070747283145675, "fold_calmars": [3.9680042055947045, 0.0, 6.642765401413398, 2.07497772727204, 0.33500084855351736, 0.0], "fold_mean_calmar": 2.1701246971389434, "fold_min_calmar": 0.0, "robust_diagnostics": {"valid_folds": 4, "drawdown_penalty": 0.0387412763531808, "pnl_dd_penalty": 0.3333333333333333, "trade_penalty": 0.20000000000000004, "negative_fold_penalty": 0.3333333333333333, "fragility_penalty": 0.164, "fragile_0_05": 2, "fragile_1_0": 32, "trade_target": 15, "base_fold_score": 1.5190872879972603}}, "recommended_thresholds": {"i_long_entry_activation_threshold": -48.87922517670052, "i_long_exit_activation_threshold": 39.25424328978252, "i_long_exit_activation_confirmation_threshold": -103.91973033427911, "i_trailing_stop_threshold": 30.0, "i_use_long_exit_confirmation": 1.0, "i_use_long_entry_confirmation": false}}}