{"version": 1, "asset": "COINBASE_BTCUSD", "timeframe": "4H", "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", "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": [[0.38858767032798486, 0.19728769804522778, 0.2431935748590126, -0.33341773937134667, 0.41377764320466404, -0.18349893900301256, -0.13895808336424378, -0.03946914058048065, -0.14276929257236107, 0.19684647037919537, -0.0859006576574689, -0.3595800103132646, -0.02557892517665085, -0.22281980079983024, -0.14445102881903446, 0.11228977756609132, 0.017778474159545907, -0.22255391714334774, -0.10713410010543718, -0.018520764998376064, 0.2987773318039535, 0.07543881511984651, 0.05519023103094554, 0.22804019097808073, 0.052289852736310136, 0.5194885042714553, 0.06919113308608815, -0.18417477130970256, -0.25872145925179285, 0.21920375614446524, 0.13943005798214866, 0.0550298350052935, 0.5046627522329761, 0.3091742211612998, -0.11068411304565494, 0.14906785250604374, -0.26803211389854936, -0.021754913635061178, 0.06450584753092198, -0.14804122263942693, 0.14307155147765943, -0.546581815772085, -0.20639857325758948, -0.20921365691242236, 0.17519614875350462, -0.11198776165540336, -0.16050663594717532, 0.20706860572445357, -0.34694703387432174, 0.4261286200100463, 0.07864512407452734, 0.2924322412327119, -0.49991814686863345, -0.22206525063242888, 0.032526932857760184], [-0.22475099583006286, 0.22210781548139144, 0.09868368012573703, 0.1097141628371273, -0.2043902140788355, -0.024214852267229876, -0.2319448738929954, 0.22058495623687682, 0.20052789525139142, 0.3249760282423622, 0.26697114189605387, 0.2602563602887303, -3.361862002410759e-08, 0.13435569870931774, 0.2854929980258357, -0.05759995139856227, 0.20335502572149528, -0.5256281588305317, -0.016998230840872795, 0.020572732005919445, -0.26705952292362684, -0.01270623851198783, 0.025835531213931784, 0.38982282543735736, 0.31550029237269794, 0.2644130792113962, -0.07696378293294583, 0.13872036188437062, -0.400492230235916, -0.296008937004848, -0.5265698525585593, 0.22482276935008344, 0.18964416525980074, -0.19569482664470134, 0.03295267488107737, 0.5069935504615017, 0.37784451674584957, 0.6036473636368465, 0.14022903091855385, 0.6271123410842749, 0.06281200653880765, 0.1558430626990206, -0.3858835461909779, -0.20140572837232407, 0.11666413548990626, 0.2947564619127503, 0.40450527680460896, -0.32512046046148524, 0.056296903793981265, -0.08988734832160017, 0.13034104151402706, 0.15972331998912875, -0.03674341676289175, 0.20059773928910005, -0.20190104792584262], [-0.2138900145853505, -0.22298163088604656, 0.28355859155306207, -0.007453709994624454, 0.25624373408523476, -0.3304869712499289, 0.2909880536067076, 0.19027897223865428, -0.10137216883558693, 0.14538568315173137, 0.28302936627390174, 0.29499330335253743, -0.03312502270042715, 0.17065722141163392, 0.22882241717392798, -0.16983023127009128, 0.08882622991409525, -0.0980345611665791, 0.05917844089380763, 0.21290215036908788, 0.07052243890225676, -0.05024285429670597, 0.03923811912337188, -0.1430005546723787, -0.3419894441726408, -0.3015853285244111, 0.22162045333362687, 0.0738476913773613, -0.1274948170883377, -0.24671699928091262, -0.2540560041557826, -0.23581497954232547, 0.27761436243886684, 0.07240014900022179, 0.01109145067948477, -0.07029607296843374, -0.40994665628472227, 0.10820305527391427, -0.25775371115641976, 0.43870504849347347, -0.142397870654067, 0.023215336624958026, -0.10731524786881011, -0.15139041643609444, -0.3934843229455658, -0.30419861248888924, 0.1375628545345175, -0.2753735481039851, 0.12516710125206318, 0.3014794473658275, 0.17927896773839871, -0.3050292621594332, 0.15712056597609952, -0.08652313810273562, 0.2576237411983171], [-0.15689339790657883, -0.054945600660278066, -0.31234434355429125, 0.028863809637719093, 0.1967990568249403, 0.14820100619081206, 0.29103810692518467, 0.19198455904037295, -0.22387829190008385, -0.0703149739795467, 0.15121765365611878, -0.5132247090370208, -0.12982284689842363, 0.055378445143199576, 0.14055791339379847, 0.1899500874332994, -0.09440210064319299, -0.27346680833050135, -0.13190489559732427, -0.14399411052047065, 0.19962380254654635, -0.036944541202236475, -0.36573617213799153, -0.12835864330510835, -0.1932288359027985, 0.15466861687186367, 0.0031211549856419007, -0.008870853578193446, 0.25745463347493014, 0.19846350543378352, 0.014702075962585995, -0.07372689132905812, -0.27629166790789284, 0.02647068582964887, 0.05396520342823864, -0.368337131184692, -0.007979920640576926, -0.028325696397284772, 0.12535910510679288, 0.035266172292795446, -0.2595211259381811, -0.1540706490025429, 0.1430971419843359, -0.07604300710300234, -0.29194455599374913, 0.054200868835200054, 0.3081728527925778, 0.2903984967851427, 0.17915506071748413, 0.2863640229842053, -0.39897749385315534, -0.31650055038090863, 0.04531966288325301, 0.07164885286370426, 0.06746240330495018], [0.18892804022972728, -0.17473660600966373, -0.021154095282492798, 0.27871707438989485, -0.06495412866623906, -0.32606739469131635, 0.025069990595778878, 0.08802359938488424, 0.10395411147541012, 0.008174614965307525, 0.12312190339292514, 0.011841219730476946, -0.19472369363924064, -0.3773106646681418, -0.525404090463555, -0.158364742564032, 0.36528495858215976, 0.21885020046024314, -0.20647963173301123, 0.42698810353246214, -0.23530308928611735, -0.5408506613842983, 0.13148869039606279, 0.03435683992539737, -0.02609595827590732, 0.30626659274797374, 0.23123061198825554, 0.036879477507726695, -0.07633240751233643, -0.20491693817109724, 0.023259928829413128, 0.16655530784380948, 0.18393908148754207, 0.384476446523568, 0.34253186298283816, 0.25791624019467035, 0.07504297183495359, 0.17680170173367787, -0.31615888049594304, 0.04822334283449091, 0.03705348632811936, 0.02312410930611568, 0.0777824728433558, 0.056207462771700856, 0.29660282342202615, 0.2427927786044136, 0.010187029854305571, -0.2092637172102937, -0.3011013759136412, -0.1476129068597171, 0.16418254597150805, -0.18342794650727814, 0.24063716528914889, 0.21442727390842842, 0.06592778647855438], [-0.11531558561523128, 0.14060337667149653, -0.27018569213631966, 0.28512554598737727, 0.06744092013654271, 0.241021144700413, 0.10887616486504531, -0.0530834442678345, 0.14555056801867428, -0.10709981133087892, 0.32650338869083145, 0.054086366447313905, 0.3463770269928959, -0.07487357369653702, -0.24203525138310977, -0.42169828366643414, -0.010313065390630566, 0.029559737771292918, 0.1812587281106795, 0.0012474435414858685, -0.09654765847220971, 0.1235315208200706, 0.051611670162820936, -0.21339612216323436, -0.2839088537808827, 0.041988505117003694, 0.008962865313864213, 0.5131264866101976, 0.12569600060906463, 0.2828788301787731, -0.1897532892873012, -0.2171895917879057, 0.16020652163296678, -0.14905516941995897, 0.06000991008845266, -0.3029362515948345, 0.41271929852397965, -0.44379506167496313, -0.26522940861105954, 0.14882034971861127, 0.17729004113516844, 0.029803493775356762, -0.5290699452622537, 0.4194806375832899, -0.20025339769107287, 0.2438353342220681, -0.1164738524322011, 0.18270034002738292, 0.02132343287550194, -0.1431771392547495, 0.2558490269550031, 0.6571279183708296, 0.31251749338979107, -0.3798862931648731, 0.3685936521890106], [0.21752745264044127, 0.36164106188488454, -0.038721032149093684, -0.4874389050491673, 0.03718380804489297, -0.11283622890546491, 0.18321996333695686, -0.03606678701722967, 0.06280275482453904, 0.4326998514841611, -0.23638997950091523, 0.2592183687832425, -0.1597498543127322, -0.10319078135716804, 0.10792565142937954, -0.249153788004599, -0.19564342469866602, 0.13360947426609393, 0.014606441422124352, -0.24628773399831003, -0.11899285594933501, -0.22808454655997462, 0.23716038299153144, 0.06307307002924813, 0.1461087907945421, 0.17137796076615197, -0.05323389054122824, -0.25717193742916994, 0.134267846323798, -0.09892810294734251, -0.06134118796295556, -0.2627176112873565, 0.3419640643262484, 0.12357622612052628, 0.011985130177134023, 0.2079309793644869, -0.30336606213172257, 0.04934647748482612, -0.16258686555155819, -0.06179762388213239, 0.37646395798286086, 0.11191870523975146, -0.17078127774404145, 0.24388411726712758, -0.2353728648814046, 0.11021385890832026, 0.17871600516575337, -0.17698350790927045, 0.05232180760782172, -0.358831604825452, 0.3441331735008144, -0.053598456009608365, -0.21790369901343823, 0.560981955172148, 0.16669661952838957], [-0.06498915929280223, -0.08056449312834477, 0.18193910152363846, -0.17561283631038582, -0.20342893949077528, 0.43452459133021454, -0.16508146527634388, -0.23923004324977862, 0.17120885990764823, 0.11008909610983698, 0.007339116715738045, -0.4011667482691645, -0.40190845212719056, 0.18050914597187376, 0.4378266071377087, 0.03186958155514577, 0.1342007595242736, 0.0832655953469802, 0.2312008745750163, -0.11023388283546884, -0.06336178666448426, 0.18713109774278358, -0.5273995749025063, 0.16447170481068724, -0.21405379420441178, 0.5244127226493732, 0.3129622033123216, -0.21430487667673115, -0.047580777760006146, 0.018505022183463116, 0.05949371913153238, -0.43142712165102, -0.3186696229922549, 0.11647426769960476, 0.03961343271275908, 0.0666497179653514, -0.00229482760784172, -0.11948543279210064, -0.10962675459263885, -0.18976154516607102, 0.08335127738168507, -0.07162809164114256, -0.04141347937053964, -0.12657786235941124, 0.0035378315611149513, 0.22234068864842466, 0.10968350172788789, -0.10617787532745551, -0.10960326896444708, -0.08056617087891531, -0.11011756398554953, 0.13782166839533894, 0.01818012358316478, -0.022818080927067247, 0.04408245779810313], [0.024591492323559175, -0.26409312857509054, 0.08799515870188265, -0.010493685779447901, -0.18626032999239928, -0.5939592238537844, -0.11479600042817735, 0.19820709579609236, -0.02315870601253294, -0.30738777721799887, 0.09139763349036578, -0.25228736271438107, -0.23064940389346808, 0.022908949259669478, -0.5135370323602733, -0.08538951058528045, 0.08282986214832833, -0.2472114263490701, 0.14215842665559641, -0.1951857740062589, -0.10536537275343844, -0.16185836434896902, 0.1664394428473093, 0.103977615213487, 0.5745656618972798, -0.34896791967392216, -0.07238301387411897, 0.08858018506546951, 0.26859315814750245, 0.06844362236363974, -0.08948391853333969, -0.13386095462817119, -0.14321004962233655, -0.42458142437194346, 0.15149323935365405, -0.09550056412063901, 0.07053642123725326, 0.310290022543937, 0.12133879973303521, 0.03106338551008754, -0.4890319872113534, 0.4299437910755587, 0.3751495531581887, 0.14332713697228733, 0.18198642781045885, -0.1217434266915772, 0.04401050569548394, 0.324511587833339, 0.0006859651666956817, -0.20695484018874477, 0.1895110547571438, -0.0806246879350516, 0.28227607520560083, 0.0913676391575039, -0.08272434579086821], [-0.19992668884444784, -0.4925998739405028, -0.17685383882049788, 0.21565443850865854, 0.027663661086357132, 0.12761774156000508, 0.11531686027658324, 0.07378446033592544, -0.1427376004403514, 0.2625037392267875, -0.3953813658104387, 0.030708724513987207, -0.21708986391938354, 0.025046351738920593, 0.41174853905349146, -0.5166842598943485, 0.029875091869302282, 0.23688122864522995, -0.12300023669481477, -0.09997615724447825, -0.5572358818352919, 0.21803374350847488, -0.28489552510968846, -0.3118159044634806, -0.0767195044133343, -0.2587389135847835, -0.14066174006681478, 0.2556006194521344, 0.1304480677370059, -0.35383638552865004, -0.21191364723150916, -0.08353481416930356, 0.08453582103164965, -0.1227851092408759, -0.07686025343570278, -0.38757709022692266, -0.02256237029981023, 0.19367082023861656, 0.022277773799552585, -0.1809993887355132, 0.1962100464590577, 0.1421355017561192, -0.12943412368132257, -0.03288874995533588, 0.0011455880052451371, 0.1440736807058486, 0.15178372900898734, 0.21635612829253392, -0.34443381832889636, -0.07401432048931555, 0.26042244617180055, 0.12663208034736476, -0.2634448261177297, 0.337011465347126, 0.18296661163973024], [-0.1025825688074674, 0.22667489969638835, 0.021014159270444956, -0.057535482838704924, 0.1747225444751551, 0.1019970009016472, 0.2188400909028044, 0.07740938882518802, 0.04331978495499402, -0.1607308314580663, -0.06047604932759146, -0.013801755116954325, 0.14097918938531365, 0.3505861595265223, 0.2817829674503568, -0.20303705273895595, 0.3168641560709841, 0.1881818278644307, 0.05589450332865977, -0.39376644295816243, -0.04552505263113271, 0.29722383443431283, 0.008334196076754867, 0.3721923139554697, 0.013184580768893867, 0.2787381000289826, 0.08868730472645148, 0.3284834554058488, 0.11101698951170491, 0.24042072124392705, 0.26058567590618276, 0.06162613692064236, 0.16052701185496962, -0.2770247493850425, -0.08801131403890411, -0.32339061867771624, -0.2658206084658852, -0.140586677710524, -0.2512116221927434, -0.04573302305800235, -0.34421768728974894, -0.3786943034317554, 0.15190173671674975, 0.13028170893486943, -0.1949533950715495, -0.5033228911177906, -0.031862186331564, 0.07100585118532451, 0.3063490142617715, -0.21013086534350645, 0.2158775643875032, 0.2746254566558647, -0.4594677245444948, 0.46210703039602247, -0.09830062060932693], [0.24417854820416715, -0.17366316749531407, 0.3091161505079599, 0.0534910814927337, 0.1603389093069605, -0.21569428727825984, 0.12975770166669534, -0.25450714328719354, 0.253498691689513, 0.31386302238855757, 0.1713316009044371, -0.35673372100047934, -0.11384811565786719, -0.09894312038713123, -0.10337581417022693, -0.15323775996033825, 0.008786901511135599, -0.0920205590105061, -0.25697034297122306, -0.09755088508678458, 0.21875511254836902, -0.052036941599195696, -0.3293566300109856, -0.20212908657909323, -0.2863987173207573, -0.08013618524367618, -0.22658480284803584, 0.019654676109042042, 0.36626044580421885, 0.200200279302201, -0.2825626038148004, 0.3414874170154592, 0.423908837680984, 0.012998250025946897, 0.02259990190019529, -0.01910097397641094, -0.45326627131489733, -0.029359983768307597, -0.0478399342647321, -0.13167312804987205, -0.08519154772012881, -0.05842354182008998, -0.0692512263647504, 0.013535100058641149, -0.3471148889944771, -0.36879563304205387, -0.08241804561235733, -0.27315607964114474, 0.24505701278832157, 0.014989512987642957, 0.04307944270934132, 0.033860470267360776, -0.23919017965274048, -0.043279849869054386, -0.2378967122166064], [0.3147601442293606, 0.09916814649288033, -0.0862482671187991, 0.2502146565703438, -0.2345054716094207, 0.1120750976479335, -0.0695027692472303, -0.19586478908463995, 0.2143773791586619, 0.0582410508985296, 0.05522148710051403, -0.030402194671549188, -0.01541261536754042, -0.036750744252910465, -0.49124084678399677, -0.0710323823313736, -0.015939850528117833, -0.12718422431918114, -0.2528328827459138, -0.14426171540787708, -0.1810895762509132, 0.33933734561246504, -0.3251727715171503, -0.1615099257718415, 0.18598500171042825, 0.29897282478047776, 0.11130569812567634, 0.02082725861925057, 0.31593047410685127, 0.12019610873388127, -0.20846047952635782, -0.43963781211127256, 0.3591190524933131, 0.11598775777841872, 0.47287512625383826, 0.06926001023212092, -0.0548962034163046, -0.17999958670241048, -0.40401365323767247, -0.32447393084261705, -0.25253411604527176, -0.0336008217592647, -0.30199061543048056, 0.09154528268199158, 0.2201121764073274, 0.11214872116816288, 0.22698432883463415, -0.07256990900651761, -0.025061178418616933, 0.039607196371552154, -0.08092427556612981, 0.09280437347664941, 0.13210748371294587, 0.0714080054457189, 0.10474282385355341], [0.13968356004589408, -0.09120283100058996, 0.1383450999637085, -0.4520693506149629, 0.26025863607238414, -0.020123873605383286, 0.1580240853200246, 0.05258335906353272, 0.0072193897729105104, 0.12909671921759228, -0.4250152610809892, 0.1467457705831804, 0.00973433631450462, -0.07084795172592474, 0.0440244560179093, 0.008991887469330502, 0.12132345069251857, -0.3851971868462128, -0.09824880649867948, -0.1923949658586585, -0.26534854733629804, 0.18229189886792735, -0.11054399299531409, -0.240297507552333, 0.24866193273333106, 0.30345295113392123, -0.3116490225848222, 0.03714438602445011, 0.25627510024571154, -0.26299209984081345, -0.40227343988675873, -0.12334762146966845, 0.3066714184535748, 0.2593300985483086, -0.1416447522478947, 0.13681805273853645, -0.2715672825924158, -0.13360159156319135, -0.23756139195352258, -0.29117497413355126, -0.116146483072445, -0.006301209123239099, -0.12712968151866263, -0.05990018670612604, -0.20824180306810897, 0.28433371858319506, 0.05258569828464006, -0.3181594939119633, 0.24597491563196328, 0.19329376701984366, -0.09966783755075162, 0.10319663556320281, 0.17493965549452242, 0.26177863641403637, 0.01896573851678679], [0.1761001911522298, -0.18525263470098308, 0.09380450549643797, -0.05907779405162435, -0.37062129678849864, 0.20454462534463086, -0.14801995386532646, -0.2663992053043238, -0.027153611597655534, -0.16865957356664968, -0.046424897413583736, -0.23973600921622973, -0.32400015918916875, -0.07576066374190193, 0.3111750450148097, -0.045031786992427346, -0.17520828962714516, 0.04958603532534765, -0.09624345908136919, -0.29862299209619464, -0.4207696316695336, 0.22191741845974158, 0.2420512427264619, 0.07262420584402957, 0.058067947411845254, -0.1383224676494692, -0.14584385908445724, -0.16213016071959233, 0.1393109263536922, 0.41312508032878636, -0.04946974357539849, 0.04470128286658389, -0.3199242536778036, 0.24055633547324293, 0.07890880595378441, 0.04917433124158985, 0.07970582676059138, 0.003650537237565542, 0.28522778160996093, 0.45362596380126485, -0.354023378001866, 0.08801073165171394, 0.11879704315241235, -0.2986096338890877, 0.2800682267911746, 0.09799061780466865, -0.036838331184349954, -0.026764277360167742, 0.452919356792602, -0.1500682143806084, 0.10697962759985012, -0.17353274681734093, -0.02782443349312002, -0.3022216669188719, -0.14941764842936897], [0.13430517343872977, -0.16284882954835905, 0.25076913718721505, 0.14393033120397603, 0.007584993028532584, -0.28554843781849537, 0.2891271922406754, -0.21169354404626645, -0.3335906098183234, -0.4180381466716351, -0.009042560497791563, -0.6281295462999628, 0.7598340285308038, 0.1298872404415326, 0.023945238338200506, -0.09810875656449095, 0.02218100845746533, -0.021361581797791913, -0.21586391754777876, -0.02219128390821465, -0.02000836841915301, 0.029973392442352843, -0.11080868410600787, 0.18950421046109026, -0.18116949085992834, -0.09180434044075379, -0.15800612716954215, 0.2599162787173557, -0.048873425817195594, 0.672397331427112, 0.09159325976496549, 0.11837896314433355, -0.11543125696977447, -0.26952563012204017, -0.002094296730373365, 0.06517587999091953, -0.17680716917289452, -0.06108872213743184, 0.02637457338406618, -0.06810163318010184, 0.2242134092935387, 0.1874568822136622, -0.0299091120166988, 0.30586511159688934, -0.11119575383204275, -0.005488327015703665, -0.429640066727762, 0.011099333136438284, -0.08015017654626543, -0.2511452836671434, 0.21315679261168524, -0.09659728022544664, 0.48731366251358044, -0.04639429136898052, -0.2830943730419165]], "b": [-0.41867623422038414, -0.042156968629239094, 0.26653666906110274, 0.19232840491204473, -0.23781590480066886, -0.4234387966469606, 0.0290830040169979, -0.1885061183773759, -0.13831016800031515, 0.0032650036325269603, -0.2759864956984539, 0.20249209768215534, -0.21038279460880807, 0.0026528896940581715, 0.17893729122874802, -0.2253158199614548]}, {"W": [[-0.1758933144621147, -0.3399347709975901, 0.24207687191107524, -0.09333325344362485, 0.006773818660017101, 0.17885123896221733, 0.005689905731744424, -0.07776780588992294, 0.31745310061538756, 0.23284288731077946, -0.2601582148392924, 0.11555670111621863, 0.08405162897178267, 0.20075178714924538, -0.09952238961085215, -0.09541567284900114], [0.3209690751991513, 0.018437683173307642, 0.14814054889649508, 0.16876034260753747, -0.45506128060690815, 0.33653857839386336, -0.34335502033195214, -0.48213510532019543, 0.011836650248309212, -0.23933942128436977, -0.31652319425956954, -0.304564888022381, -0.0782816050019056, -0.5824558245928343, 0.290539039734936, -0.1424978652195416], [0.020405835787471814, 0.12305338776568663, -0.8665145065107137, -0.22766301518451126, -0.37399476991671193, 0.6463947406761198, 0.23669033843174087, 0.406522775812839, 0.02489672281206015, 0.3072260237923468, -0.3254027902212947, -0.23717862123355482, 0.08827271330054216, 0.2803242332109536, 0.06573946031705014, 0.15703167914105842], [0.17686952577328743, -0.22241785850716628, 0.05445946771697764, -0.3854884606585105, -0.1852180795421972, -0.13309820514542064, -0.04205065610977599, 0.4744743575904623, -0.20930298391226845, -0.2388237806860973, 0.3080048566424498, 0.014855940185219053, 0.2284658600757597, 0.03687862114588196, -0.23040699417811852, 0.024330926361548072], [-0.15661183815307017, 0.2401531885877815, -0.0027689240907562106, -0.24187600853099883, -0.4764617894343205, -0.11101545870664602, 0.4072558416343223, 0.3325693977073385, -0.03039249111716676, 0.027866140889948585, -0.05233671607140047, -0.17251345346670888, -0.25805063069917933, -0.4951245170753448, 0.18231794722912614, 0.08230409175879495], [0.23222541856522072, 0.16064029158547632, 0.17622642630842694, -0.2657513979667487, 0.21000552131258265, 0.08132221902127972, -0.2475332589549532, 0.04070740435797981, 0.33914695587431987, 0.2351325287978446, -0.08772441364554426, -0.1431576954113222, -0.02973796743277294, 0.24359899871361929, -0.4640577852483891, -0.29081337249096223], [0.03942615218703768, 0.5795612890646552, 0.34320363278950256, 0.04742002187908197, 0.27080979580833725, -0.16047197716905767, 0.09940067597759111, -0.11838851168295969, 0.6568397616364865, -0.010200286835774258, -0.4373215776917794, -0.2702325025890106, -0.062025270762902235, -0.2898465612309014, 0.30389748012826046, 0.060597018101008766], [-0.31421063552051914, 0.33177083498669063, -0.09456834144270267, 0.12562098466685273, -0.19449392259400702, 0.09319710448293195, -0.28934182984366946, 0.36412434263336124, -0.057331958580032163, -0.22766099453033822, -0.18692107202945904, -0.1010897333131095, -0.21276664378845478, 0.6356038193633033, 0.18999270973119883, -0.39357016899945985]], "b": [0.21844613395335838, 0.026745109882745546, -0.11208256617461532, -0.07655062580798509, 0.2827865063232601, -0.2248539580832522, -0.11555456345970258, -0.23118472587256095]}, {"W": [[0.0238421239344222, 0.2922430377382298, 0.3560852784180013, 0.005375627259157474, -0.3913513806320572, 0.17297977278950405, -0.5256784105448254, -0.35396534700297144]], "b": [-0.4506812774820415]}], "training": {"phase1": {"device": "mps", "arch": [55, 16, 8, 1], "epochs_run": 25, "best_val_mse": 0.23976607620716095, "train_bars": 17163, "val_bars": 890, "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, 240.csv", "data_sha256": "56aff7ce434502229df5c0a12945628d2f9744f7fa4479175797a0a7f17fa454", "train_window": ["2017-01-01", "2026-02-28"], "seed": 505, "regime_filter": "all", "created": "2026-06-24T17:09:10+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": -0.3079388945121181, "fold_calmars": [0.3089410928301529, 0.4022975861340252, 0.3922215787354331, 0.40548938144506597, 0.769242036590037, 0.15395169467932712], "fold_mean_calmar": 0.4053572284023402, "fold_min_calmar": 0.15395169467932712, "robust_diagnostics": {"valid_folds": 6, "drawdown_penalty": 0.0, "pnl_dd_penalty": 0.0, "trade_penalty": 0.022222222222222223, "negative_fold_penalty": 0.0, "fragility_penalty": 0.016, "fragile_0_05": 0, "fragile_1_0": 8, "trade_target": 15, "base_fold_score": 0.32993556828543624}}, "recommended_thresholds": {"i_long_entry_activation_threshold": -19.60020462147547, "i_long_exit_activation_threshold": 67.74217053023494, "i_long_exit_activation_confirmation_threshold": -148.1334178582728, "i_trailing_stop_threshold": 0.0, "i_use_long_exit_confirmation": 1.0, "i_use_long_entry_confirmation": false}}}