{"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", "macd_bullish_norm", "m3_momentum_norm", "m2_tiny_norm", "rsid_norm", "stoch_div_norm", "vwap_div_norm", "stoch_peak_norm", "stoch_bot_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", "qqq_spy_roc_sign", "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", "fear_greed_norm", "btc_gold_norm", "rsi_subtf_norm", "bb_pct_b_norm", "cvd_norm", "rvol_norm", "active1y_norm", "hr_norm", "sopr_norm"], "layers": [{"W": [[0.0915418653856542, -0.5848147916181129, -0.3152536320212709, 0.042191542433427806, -0.17766786917636035, -0.07346200509960477, 0.07023350820084098, 0.38450991567423276, -0.4473399181020274, -0.1022593478201016, 0.3936587915750037, -0.23345407520210504, -0.023853803310614933, 0.24776689791132894, -0.127933094048922, 0.016426412612741033, -0.02721276259332499, 0.08931107058331827, -0.12105957368469906, 0.15039138608341712, -0.2407781997913641, -0.18059797573930225, -0.09532844796065616, -0.20583027981569413, -0.36986107882601155, 0.24471174332868506, -0.003974310912462761, -0.06464420144998079, 0.023073920867084624, -0.2478371881746897, -0.7635079640233903, 0.25946795718922283, 0.13940450780706695, 0.3390012237763949, -0.12725393411506164, -0.0935184213360871, 0.16018563943893177, -0.5676144105257419, -0.012280002635705022, 0.3568052533963002, 0.0456391181662469, 0.0385513176190837, 0.026486772661955482, -0.07831761986784741, -0.09117949529296293, 0.041445209929485624, 0.14941551402944311, 0.242992889096316, -0.34217389203516, -0.2770903688986578, -0.36443273268488374, 0.05379065573046052, 0.09715503085346139, 0.044950943993404144, 0.0915376341123958], [-0.46831968048359834, -0.02188965032454754, -0.09762065617457377, 0.10551602905208816, -0.06434780833820031, 0.25692698717064955, 0.10819717302128494, -0.2065811056337313, -0.18811152416270968, 0.043682567033270316, -0.21912907163841877, 0.21073837762597653, 0.4484211630323993, 0.33797414996639635, -0.1259274481465473, -0.35339929428540406, 0.2100058130672504, -0.4287760187488599, -0.3824119619445199, -0.27163758325572573, -0.0334798291943854, -0.19248313537202785, -0.18494491204467403, -0.0398319992247767, 0.21912816658296533, 0.04342861642150697, -0.06821960919092408, 0.028483326687665043, -0.2743936001378333, 0.2589529184203175, -0.18787347063129345, -0.5679042264175704, -0.04758836536548674, 0.04470015181464575, 0.15603110359228448, -0.022306107940062603, 0.17633603458585084, 0.22147910853534342, 0.2649091768630415, -0.003194377218555977, 0.31341460020913575, -0.09426315028640775, -0.3136271684066117, -0.2676595763482253, 0.10559166343876955, 0.2854029918175055, 0.2431438460328061, 0.43715844333539544, 0.07050649442189502, -0.1734386414236897, -0.5078962853676076, -0.24081460743677244, 0.392169341700556, -0.4108200235431325, -0.0062710399978565985], [0.04596661573420881, -0.24597356293051031, -0.013701578738444894, 0.2766913332100956, -0.3781712553804151, -0.04792592516147033, 0.03273670260047699, -0.29974433985542315, -0.07353112577165642, 0.42210859614145685, -0.04739303895231342, -0.23552284690168812, -0.024424986049110295, 0.16565395127370305, -0.2845872519266976, -0.22604998305988913, 0.1303537336917553, 0.2911401400752618, -0.5987007479820421, 0.03853768163696523, 0.20245796641290562, -0.12086280530519589, -0.06697764345196283, 0.10063799099806092, 0.17162351495626602, -0.14107966170238026, 0.0896287888192582, 0.24042272228266043, -0.0654857053074484, 0.1459701928114445, -0.1373990172180663, -0.008723607338198134, -0.09825605325446415, -0.044000546146898814, 0.15926147044090783, 0.01046521228780999, 0.2684606441185183, -0.17574696440146068, 0.7073671622883516, 0.11922502790844046, -0.09442714816793175, -0.04081711409490856, -0.05432993616088898, 0.08183499892420268, -0.345431035894495, 0.24871053464414367, 0.08137083245803478, 0.03484162727766307, 0.3244916573868194, -0.3148928816368768, 0.20148460750934766, 0.3348652472091587, 0.23388359046881393, -0.2983239521786976, -0.2577319790006052], [0.08312821997112727, -0.12087659717827831, -0.23178204966373409, 0.09975803837319885, -0.0824011430090195, -0.01256016622639719, 0.0665467744495994, 0.28364511977594725, 0.10239171330597523, 0.25522329376553177, -0.25139669023305306, -0.018479980624790095, 0.31272077908221224, 0.12476693898232946, 0.07398214152299648, -0.013067920704503713, 0.22835468602116904, -0.2637354216370922, 0.09578016420412175, -0.17181603106497864, 0.2569364351802074, 0.3122150627125704, 0.010613268326538645, -0.46579013804424885, -0.20672960141438393, 0.15449208623029234, -0.13208967526231905, -0.5249553041141495, -0.3973633797947392, 0.06947270605591638, 0.24763073844866576, 0.13441937309899474, 0.141985888485057, -0.1685771803296915, -0.05885560758660406, -0.06049003159220238, -0.021454491460870383, -0.0641286610437041, -0.18733088023298938, -0.18864282839633514, 0.6344684766929077, -0.015879238976277174, 0.3364688583651275, 0.035099441642547295, 0.21386117415694192, -0.05436976851805314, -0.18266447947295553, -0.18657362872122718, 0.20575434579139074, -0.1409695339289111, 0.12546988329109313, -0.3284656064212128, -0.04846062452864275, -0.1475782573789063, -0.020887310054936957], [-0.04094090798219324, 0.24914047892913188, -0.196993592571941, 0.014416573188416491, 0.05103754148468753, -0.1544884931408331, 0.4087860766886442, 0.29737539045714, 0.29972052164922325, 0.08466317508871013, -0.1614278966877969, -0.42674411242741717, -0.09903118908860509, 0.31937615205142317, 0.31688921196242953, -0.1198500252314341, 0.08786713478042224, -0.11726976841452413, -0.3252201892243822, 0.06831713121375092, -0.26831427683667813, 0.0304825636979699, -0.03527181396713175, 0.2510548992226354, 0.2510512760588893, 0.5697250403864274, -0.03791323907421576, 0.1379799752056608, -0.14778371610607757, -0.24384057869695044, -0.0657859728740986, 0.6068633434437049, 0.3051856738076849, 0.4251419631182945, -0.10450860526469832, -0.32211576486904614, 0.013922099169215121, 0.05893659366701158, 0.062251378933304846, 0.20030600751307354, -0.11239913404148746, 0.10701287512966384, -0.1343442500214963, 0.6402410658635764, -0.062333415063550494, -0.605119608905528, 0.2773400207534185, -0.003852226495901008, 0.25361894392481665, 0.09680638167194328, -0.5256107482090223, 0.275886557917292, -0.04850093193843666, -0.10291949899046007, -0.02879613429131066], [0.09211603369713409, 0.3722217328336817, 0.33114449807544094, -0.0018919433811861036, 0.32578284483782916, 0.5573739382350493, -0.05714434155258209, -0.4642344498105933, 0.20076719455592731, -0.22389087690348233, 0.18169719612054464, -0.02440985320575862, 0.1703843848009626, 0.2132293491465326, 0.3013088564897854, -0.019143068288798578, -0.29340671995810763, -0.2538657544097372, -0.09013955301523938, 0.2129709097420712, -0.1042055689660287, 0.29895459920366346, -0.19228126617037455, -0.11090229857260388, 0.44551348829386805, -0.0032354624797461887, -0.38997762759500615, 0.3605448488974558, -0.09584687378945908, -0.11248382782084226, 0.402095696513412, 0.5344671323783623, 0.22402955972401767, -0.07100152031124218, 0.10873259811149599, -0.2633360727931672, 0.21737853389200218, 0.20880148747327582, -0.35133880937261186, -0.3934514353362633, 0.009974480389890308, 0.08527241685547308, -0.0949902580091779, 0.07348806171075065, 0.13421821727915256, 0.03374854987819267, 0.30732852164871455, 0.05371084101505882, -0.2811991529725032, 0.166477642204644, -0.11405925183633668, 0.1786563181626968, 0.13537628588709927, -0.11588047908538009, 0.10726770304502631], [-0.2455595226550489, -0.2242492727830416, -0.03487848208486117, -0.03478322786712866, 0.2434773084700208, 0.41964055033065883, 0.3435727259161737, 0.07009410264461027, -0.028694361522203733, 0.14905490121999737, -0.22175562027934598, -0.06949801953453062, 0.49339908867418, -0.36072393809114833, -0.1497714829703943, -0.4984725160744324, 0.04031463020705374, -0.09540014111649296, 0.24216129141824286, 0.23732892763510388, -0.028275219645813476, 0.27860147590743933, 0.6270522471076025, 0.2577496828142249, -0.24600352361636033, 0.04003572168623569, 0.24481675727969937, -0.09082747378045267, -0.07231464018395577, -0.16360009503078987, -0.38040953398421234, 0.015923492690501816, 0.3733944707319037, 0.025578853282584975, -0.18925172542388646, -0.5207448725044811, 0.1256940523067772, 0.07285342688569543, 0.023538593218361333, -0.20816495651682404, -0.08097052699505504, -0.36887704192714293, -0.41123701144422015, -0.2568593293294705, -0.041442876265952194, 0.06361812687360743, 0.16633987190221972, 0.05140347068643518, -0.05036451111032516, -0.0474072685221344, 0.2839056136148413, -0.3800419395513358, -0.0512847419085076, -0.13702953209123914, 0.024848172897914616], [0.20770435012604402, 0.08477510659976671, 0.3491023009632379, 0.11598422149372098, 0.22583500914136395, 0.4882126770587182, 0.023080849923371262, -0.07552549152079133, 0.048411740010222075, 0.510120386467008, 0.3412329546448811, 0.16547540587618076, 0.13664441385041998, 0.37550340216089606, -0.028356564387498402, -0.09092940372092129, -0.311018966707745, 0.09903046973743895, 0.07832522730761293, -0.11553306000345458, 0.0572676469431157, 0.07859126833991797, -0.5091520064759811, 0.4754163206141975, 0.1429606939723965, -0.02799750454309566, 0.38010814235206275, 0.17596440108583628, 0.09190720183708288, 0.2563286771189646, 0.5010396583939946, -0.15082045294118057, 0.022087974526549807, 0.011902327919761441, -0.07804462845060534, -0.16295348699699658, 0.1086760437305794, 0.01563315895286442, -0.20866565732544115, -0.20611598931965514, -0.2813573580836644, -0.34624672231078935, -0.12289711896720723, -0.18733264386917936, -0.2782463497069947, -0.11241469367959928, 0.3431409932892089, -0.3413238156288557, 0.26431217156815007, -0.04629069729834003, -0.1421485509921723, 0.19836663718933367, -0.04079592355894115, -0.017552424389304974, 0.13640366903721324], [0.6691305890973602, 0.008951849493222856, 0.1954500643536922, 0.3821153629387517, -0.19887288553307902, 0.03984048333648687, -0.21200891979266626, -0.132316618164326, 0.11630888408465426, -0.08558500638827907, 0.27642052135525746, -0.31127562271560694, -0.1320917672064013, 0.19625417510027754, 0.06615374217831964, 0.04934852598490279, -0.35339800739251664, 0.0872944915921797, 0.05168580774129715, 0.19759567518691123, -0.13520147759965573, 0.003218011892237584, 0.25128987678890136, 0.21485023493484007, 0.07171213904789657, -0.3772099948096389, 0.020789312332267548, -0.05541751841077571, 0.17023383265553033, -0.2954922585129874, 0.11485554902615995, -0.07741791626343295, 0.009937123636631934, 0.474726741389182, -0.4944704191397224, -0.09106136914988636, -0.09045925666291424, -0.08418676324204587, -0.14260616037643375, -0.5737478726957361, 0.07798239739444986, -0.3380870965272851, -0.2748717811547484, -0.09644820042151522, -0.05186893997125876, 0.1743657555198398, -0.28037078674071647, 0.14188888769229704, 0.5302358583032919, 0.11061040046518221, -0.25691994600622714, -0.016024019908514577, 0.014130003414778124, 0.2170384355822102, 0.29542427327471454], [-0.31583067051714603, -0.09981103796401346, -0.10016640022488417, 0.25019634979730065, -0.168735214309922, 0.21323025336978307, -0.2995936920164376, 0.2216907423401913, -0.20271277145969419, -0.39646234301154626, 0.008554279174850382, 0.1223924263411148, 0.36162094732047606, -0.024133500048506503, -0.3586773377291109, -0.5026379771352845, -0.0660820768326586, -0.4564724141752407, -0.2803529143247836, -0.2648643368032943, -0.2545876213959844, 0.12479556963434077, -0.24930391864440118, -0.266587937797823, 0.2704833027056216, -0.0034704378804144703, 0.2728142524904331, 0.09260064363472277, 0.37435589677145514, 0.05154324111821954, -0.02482685694864144, -0.1470346900404555, -0.07509316005876993, 0.12227964386062753, -0.24710441584721682, -0.10839449448915765, -0.21724047910508745, 0.04673283123899003, -0.13167707680611593, -0.027879183748973593, -0.0010342047921198354, 0.1889789939079419, -0.008322462887084759, -0.15799172448071658, -0.15510616430148122, 0.12317865788375693, 0.13613520173572433, 0.20830260344510876, -0.11770263566953504, 0.12552349833463677, 0.32109255803239845, 0.1227786987620895, 0.24954086513479393, 0.22621240678329244, -0.7482701334417452], [0.15581496112399373, 0.34494098810314605, 0.40679817819285485, -0.04476934401556827, -0.261695890084776, 0.09464013870582012, -0.09820979566859894, 0.5747939496027125, -0.0895520047951599, -0.18920363347299501, 0.18542902521693583, 0.25418322238546265, -0.2985920420999389, -0.4937393400161099, -0.46355629699017764, 0.15946792082198558, 0.277137419175788, 0.15935360246152475, 0.043137841499529726, -0.13915131401206327, -0.28869996518871505, 0.13694329776449815, -0.1641390890379006, 0.18997272694738088, 0.06502496375861469, -0.22056447360378983, -0.14692890369894884, -0.20318815704370286, -0.013051577036578096, 0.1284221020226488, 0.1298548007254861, 0.11326179555052196, 0.028108183324208315, 0.23865080338482494, 0.09797250410785993, 0.05212515238110198, -0.2872449992036602, 0.057725457104707986, -0.1859183252170152, 0.0017539425119409988, -0.2092019872967718, 0.13224353473569767, 0.09179121853129844, -0.23661793753551058, -0.31223945080293997, -0.2575913055928644, 0.07337106887813485, -0.25894061834760324, -0.04900665562610077, 0.2161082967012748, -0.13723135105018675, 0.13745754678050373, 0.22567455861465974, 0.045819709834669854, 0.18790577007904322], [0.1115793429666839, 0.03414203160456241, -0.1087173388819904, 0.020214759225789324, 0.11019093473884034, 0.1561950444058937, -0.09695796788692752, -0.34646741985975493, -0.042629284535532046, -0.0527490420498999, 0.08473069801433689, 0.009304475824860043, 0.09236142129689173, 0.10254138688151655, -0.10637053632544011, -0.09299376107710203, -0.0772758231025995, -0.060197214572669897, 0.011861960333167464, -0.3474701406198026, -0.0837135288230361, -0.0950238085591425, -0.2757790174209181, -0.19411554367217362, 0.13289880502304355, -0.018927696579293638, -0.03408882729366882, 0.08383156734875943, 0.007856560967035513, -0.17763521685381037, -0.41406244317954966, 0.3208266977140996, 0.12519089330552316, -0.014442691226345207, -0.07849478359857898, -0.10826376325849393, -0.24480467933859312, -0.07262524111952795, 0.4985912451189269, 0.0993181987690093, -0.6037932786128343, -0.15484974254004777, 0.15734542632103124, 0.11982379211720517, 0.36623242219224494, -0.238068310416753, 0.01370792392661669, 0.1309943689743374, -0.13611693315697188, -0.14860486396270806, -0.3378406967721714, 0.16572083295378037, -0.5786653623067807, -0.0025168870654892136, 0.185839154493873], [-0.23712872761729872, -0.1988718165724207, 0.157336415267622, 0.12020066959652549, -0.34925576845742373, -0.3322005425170814, -0.2906249290413828, -0.14970987459454677, 0.1743234089029897, 0.3077824299646841, 0.04869318029752953, -0.19660822644198633, 0.4083148223558406, 0.17625907307302843, -0.1840816809763634, 0.16016252067425737, 0.029905138148925692, 0.1749630519849783, 0.14487390357986682, -0.08961389174760702, 0.07095273900260521, 0.08441547556416368, -0.2884951244138101, -0.2049380759670994, -0.39103751189809055, 0.11213953809200773, -0.13591554347601142, -0.08305687798556355, 0.5378370222780028, -0.29225438082609745, -0.006958818352412011, -0.12304780224494166, 0.08282266186094697, 0.06362056585396036, 0.1518491998370406, -0.15605012010495917, 0.22256043258379926, 0.12762065331045436, -0.5490303200003606, -0.08932766612306943, -0.1690614146312533, -0.4406533272396966, 0.01658762388726301, 0.2034434052478376, 0.09937154160665605, 0.39141410713567437, -0.10814698911952719, 0.49420667913530786, 0.29910235405929314, 0.03985584416406683, -0.23386972217626173, 0.274773839037106, 0.0511853892154086, -0.08555179299660978, -0.2091783346881979], [0.03609885923618576, 0.2597375854428844, 0.10861236678717824, 0.04938107769274887, 0.14344754845288335, -0.2473760849876208, -0.23203389676263017, -0.3768460731905014, -0.1025123017693726, -0.05000126306490329, -0.17468266026574225, -0.0033618666407656678, -0.02058167537053094, -0.0319986481173871, 0.01578226973944231, 0.10301491563387444, -0.21819101284474232, 0.07768851449957999, -0.42039286455782143, -0.17908512261756662, -0.10842365264508336, -0.3828875368319858, -0.02763300999171154, 0.6910078220890644, 0.2306212741696926, 0.33438724535299813, -0.6102377636550005, 0.480556319013673, 0.1306178721890715, -0.36473369825846774, 0.12282521469784197, 0.1842542773903723, 0.120454006459677, 0.11979873047131835, -0.3673427631935569, 0.12108145594503804, 0.14256574034472988, -0.017628067557163667, 0.21076414622082826, -0.0596582576950779, -0.12977921043312718, 0.2895412305321622, 0.046794383961963705, -0.2814508128272349, -0.17679366421527737, 0.06706252406611513, -0.13389513019079935, 0.04605987217965654, 0.1609358976108403, 0.6051020195521315, 0.2716129494076795, -0.028789157512749755, 0.04081394147300231, 0.04622672557546742, -0.07369114917730281], [0.07313634709837538, -0.06407966242674079, -0.19257551362069736, -0.03275478303732206, 0.1371237726900415, -0.2697749348003949, 0.2572799488404337, 0.2844623258237562, -0.026344144272631445, 0.00614391313392147, -0.03201273495616425, 0.0761717796252224, 0.13522687489636218, -0.12087713072437944, -0.13405927397282774, 0.16657450035175214, -0.07843145702735604, -0.17228934191169823, -0.098399669536956, -0.04192711599089813, -0.09273174396420678, 0.1108416866038005, -0.26485693655042036, -0.269376512617206, -0.14680548303589042, 0.2885487057281927, 0.07731857748439809, 0.0490486649546792, -0.03693782016641942, 0.23924593073211028, 0.3355813986084808, -0.0907348797214885, 0.025914303361803323, 0.6798926324314842, -0.21541304341994444, -0.10295188515948728, 0.1011613054433888, 0.18595099591930137, 0.09541613408862722, -0.2718894475129342, -0.19804233327911838, -0.07640417472729792, -0.08965666697829895, 0.13587320098666134, 0.04682595779582838, 0.2598626000544379, -0.3497561348809001, 0.11681243723228311, -0.4932810351668188, -0.00942809507162248, 0.26395706869193863, 0.2689587547814074, 0.3401299743749755, -0.005694981744990807, -0.024757808228104326], [-0.08659978996491653, 0.042675224464284296, -0.050976857246138166, 0.1800114683652059, 0.25441040499674494, -0.40715660849218416, -0.3406903497348311, -0.0746728810678659, -0.08334665898497712, -0.13761093097223462, 0.11671181125770996, 0.15959097599331493, -0.00809860770770112, 0.08806331769258163, 0.16379601937034732, 0.5376040434671666, 0.004950958144609538, -0.08288168896335874, -0.12913050308087898, -0.1950311150431821, -0.10501761848697413, -0.1056268144202661, -0.12014992100046021, -0.05887847245795179, 0.02136820548758465, 0.42820531638832277, -0.25810146960290853, -0.04928893960989931, -0.07648805527140341, -0.01253211103931652, 0.18934948337745375, 0.6139434760893656, 0.13184699903025635, -0.33905658223121155, 0.016389113472406704, 0.1430008114712789, 0.003224407470788143, 0.06010791653046167, 0.17362827438167863, -0.12823040060687346, 0.14343391254262428, 0.11477425220240074, -0.051989468871999435, 0.518453028422915, -0.06889257565982579, 0.023504258708556807, 0.2207976028553457, 0.09992644697916939, -0.6626915912616272, 0.0360613182233738, 0.005579110524251351, -0.4850602129612841, 0.17995889422614714, 0.011056778168752397, -0.10282082274746951]], "b": [-0.13089119459796422, 0.307653073313535, 0.14769447060646698, -0.12216532619027946, -0.09607163288138829, -0.0801363075554359, 0.00032278904997999625, -0.11607968591121344, -0.23429210145426668, 0.32460695020311453, -0.2172823765379136, 0.18008407082486105, 0.292474599390566, 0.07896516868757239, -0.261728398631389, -0.30276662253153097]}, {"W": [[0.02524890282468816, -0.13945945073295796, 0.20665079419775403, -0.020524924555934933, -0.09009695492952247, 0.15813635548741595, -0.2595178537916458, 0.1497438843627381, -0.3354041421056288, 0.022549763413925027, 0.09062026166746004, 0.3190688198826617, 0.07176679777140282, -0.10501903094561922, 0.3413634329556332, 0.10042473947751257], [-0.07069924066705685, 0.3783124842072192, 0.3077126844754831, -0.25220146835093565, -0.17735939962184022, -0.3673270309554368, -0.21153372592622105, -0.267803807544159, 0.1540138270243966, -0.13170805499909705, 0.12820212994645455, -0.07379758184285193, -0.03250123738156967, -0.09217676271248519, -0.02451761522778346, 0.48098938451450635], [0.11286991504410598, -0.2450807026474074, 0.11948571407827996, -0.1297222818881927, -0.15608769876843206, 0.016168778098940052, 0.16849960082888607, -0.057343950419879636, -0.2696908892839597, -0.03940737959670248, -0.08797189533464815, 0.40825771661356625, 0.18278496639150305, 0.6589093280774523, -0.10503278454293814, 0.32810718603069206], [0.07890480993976282, 0.29578258924164086, -0.18800856222506715, 0.3266919135380602, -0.2805091260022497, 0.38669920848949146, 0.1844303442862463, -0.19579577136046533, 0.1614447360980003, 0.16446225507617496, 0.2011631576489705, -0.3086796485516424, 0.12040819004487222, 0.32049644219584134, -0.2942559402570266, 0.07754532291820186], [0.030420150464702794, 0.38245064814765506, 0.2584360049500865, 0.3310010498849817, -0.2444042684015623, -0.000965484666568546, 0.10921597172634342, 0.02510270811395856, -0.22117363537727783, 0.3660954576818334, -0.11520665824774509, -0.04189013551517008, 0.0354283883701959, 0.023004163938852497, -0.19823940943507123, 0.10703992807194515], [-0.3812530453714034, -0.11832229455453558, -0.3892311217751377, 0.27304630307064487, 0.003626891250027584, 0.44891035531667917, 0.2348598926341786, -0.383535208587917, 0.2100328359737849, -0.049020042462457565, 0.01324797820096165, -0.5107072511878838, 0.22362317877588017, 0.009002093169288775, -0.07249112280459283, -0.3448208905545425], [0.3046859801134061, 0.4313095427971675, -0.08073827447540728, 0.057363511846492576, 0.18114129485126332, -0.2175085005838791, 0.31185576821103267, -0.007140255358570968, -0.03172377012967869, 0.030761513081157453, -0.10049287037281104, 0.09760648409858783, -0.14930824238497692, -0.13023767164371225, 0.3204529149011596, -0.17595110761956412], [0.159185895781624, 0.1317104360495433, 0.07155046520145801, 0.052750830058277576, 0.00039734704697009723, -0.047810823582894756, 0.4352113244467968, -0.2976974669612794, 0.14086066628648108, 0.21096879374188082, -0.13596932519762345, 0.2194404254396195, -0.012645992731507832, -0.3701443781899932, -0.1583714589882878, 0.08456034227008753]], "b": [0.26894177438550143, 0.2171626178686147, 0.3178218947066447, -0.3896866125946653, -0.28480999280228025, -0.2516290121325726, -0.3280256945572114, 0.5593695109911382]}, {"W": [[-0.23426910370130638, -0.4763154462752961, -0.1831089691795435, 0.015392769901835735, -0.15615982184935878, 0.13387431994911544, -0.17940819177148976, -0.1350767049075707]], "b": [-0.40730803800999643]}], "training": {"phase1": {"device": "mps", "arch": [55, 16, 8, 1], "epochs_run": 22, "best_val_mse": 0.24680908024311066, "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": "c54ea058feb7d118de363f1bffc0d316a7253eae52fba3343c1bded80c1c85a8", "train_window": ["2015-01-08", "2026-02-28"], "seed": 2323, "created": "2026-06-20T17:11:10+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": -1.3065607850922876, "fold_calmars": [0.6633810151353038, 0.34836892345127013, 2.4449582372834664, 9.574305016565114, 0.4883356945341928, 0.0], "fold_mean_calmar": 2.253224814494891, "fold_min_calmar": 0.0, "robust_diagnostics": {"valid_folds": 5, "drawdown_penalty": 0.0, "pnl_dd_penalty": 0.16666666666666666, "trade_penalty": 0.15555555555555556, "negative_fold_penalty": 0.16666666666666666, "fragility_penalty": 0.048, "fragile_0_05": 0, "fragile_1_0": 24, "trade_target": 15, "base_fold_score": 1.5772573701464236}}, "recommended_thresholds": {"i_long_entry_activation_threshold": -7.278493623564571, "i_long_exit_activation_threshold": 78.78327014503826, "i_long_exit_activation_confirmation_threshold": -94.5599250944572, "i_trailing_stop_threshold": 0.0, "i_use_long_exit_confirmation": 1.0, "i_use_long_entry_confirmation": false}}}