{"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": [[-0.3025270574863917, 0.1806718981078081, -0.13012393077707, 0.047653780688292624, -0.2497424360255449, -0.2388269559796667, -0.47239167873027726, 0.1844516406840639, -0.38870786840249233, -0.42935674779003075, -0.04970398761065227, -0.09955218353420403, -0.05211722276647729, -0.3483146061542444, -0.24921449819594985, -0.032312378076725434, -0.3465673983936631, -0.0028982680183468786, 0.05391178894067228, -0.20586284099862953, 0.5659624197814744, -0.30170232192685, 0.2843701726216574, 0.07437068952150333, 0.21676501454162253, 0.2191450883721539, -0.07100990242279696, 0.004782615275507544, -0.4083729143121076, 0.07906782025062656, 0.19188223030182494, 0.0869349583932366, -0.11067584857001132, -0.30200359461879733, 0.03852545079547715, -0.1696317099265306, -0.1376600414410028, -0.10889034127861237, 0.17988617282552238, -0.07542629155011282, -0.16638927100281545, 0.19172472627166645, 0.1630355782972206, 0.08919850902240639, 0.4567932599295334, -0.20443163831925223, -0.343561541467722, -0.07097193225098067, 0.2808355125123213, -0.06348783814509552, -0.28249271785188723, -0.08070697128481794, 0.32816984855435916, 0.010988437345910372, -0.37183079859283963], [0.25310329075852966, 0.00304938013067344, 0.1469853552929305, 0.20560197830205362, 0.3582046442547341, -0.13835248037782255, 0.3595164347184201, -0.04597967037894934, 0.13105508017240783, 0.23613815772216903, 0.01624625139492901, -0.1958804673738824, -0.00498240754290807, -0.04682240240196595, -0.4513574642904565, -0.13746966584211168, -0.02603199781116004, 0.4303388750948893, 0.20797425862959332, -0.07392851342025691, -0.13104829490693973, -0.0675127674578326, -0.008105832816287357, 0.1559615681087798, 0.10897639094580923, 0.29909218565868473, 0.12376909573615502, 0.3549225366032927, -0.07595711342179977, -0.04499527818964064, -0.2094257021078696, -0.33055889912474634, -0.06171413984147968, -0.07574298443270983, 0.2470539711421884, 0.10630494652181945, -0.06751027801190915, 0.06854187864934613, -0.024352992577263057, 0.6081240187981428, 0.15164692844393263, 0.019265140231581157, 0.2858108606490232, -0.03699804452349869, 0.06722850823215623, -0.2958269277368514, 0.24158250540332507, 0.06943822916638451, 0.08472353338824776, -0.15155101618895223, 0.02805165848182997, -0.19631943835814175, -0.19604121667339716, 0.11132576603678303, -0.13626145462754885], [0.2877328323343004, 0.21531322624389804, -0.5579913904393365, -0.019895921742306963, 0.023903559149069047, -0.18427440177741772, 0.3378703273830526, 0.2563348422132351, -0.3208200647739774, 0.05375929507307181, 0.01409184869773002, 0.2639635428537594, 0.3409657578455177, -0.30904855426305544, 0.06290595739809804, -0.1765085492766624, 0.42016956252510307, -0.17484996069045572, -0.18907621729560944, -0.11737625855320924, 0.004876117162140818, -0.1554487571113396, 0.3421329828301033, -0.35368330457938557, 0.05847778061061986, -0.037456185742854135, -0.2938898336679136, -0.2024536669794919, -0.25663608518044273, 0.141643156481218, -0.02138648228351394, 0.10673792245863867, -0.02358006077420219, -0.11003388868935218, -0.2739838132854543, -0.3588973847885431, 0.07013412465017166, 0.12005381942939114, 0.16058781002667405, -0.028217497463378493, -0.036445358312777176, 0.25072827096880584, -0.17990740323670515, -0.3601490796937804, 0.11062873736597852, -0.15830833987317205, 0.33274182122517854, -0.21480930199395598, -0.28705598046378755, 0.16239070877614953, 0.17503736427214514, -0.013935367878488286, 0.10476588101958534, -0.0468396925532554, -0.12334654114639562], [-0.06164621629099204, -0.14121461194446888, 0.11827723447175434, -0.1267376670088419, -0.15137221173588994, -0.3257964450123075, -0.15460915936231567, -0.32367092949172827, 0.27699570563367487, -0.06878881550024495, -0.23311463940875984, -0.10441082926204685, 0.5302658491107191, 0.15341106378001218, -0.020022625638350784, -0.2718248945834772, -0.20498518292121598, -0.07549320261302221, -0.0546553017060295, 0.29008773052108966, -0.25306109225473433, -0.04944115556271772, 0.2505041876524653, 0.11159161080801527, 0.02590286804393595, -0.22283773939290957, 0.0007562556197261462, 0.048332150514914976, -0.21010999589409343, -0.22492602466892797, 0.19690563323845328, -0.24889755755074836, -0.005198497483540496, 0.0665051613267936, 0.25685085447036693, 0.42708991506051036, -0.5350193121639159, 0.09661495394467513, 0.2310816201790772, 0.04336358955473198, 0.019582900089095037, -0.06115921068242153, -0.10998944610912346, -0.05472303412330471, -0.09430986185118778, 0.08700041690308134, 0.16166760800910668, 0.03413081251514048, 0.09205547022657384, -0.2999043136459389, 0.27408805494949817, -0.2309051222724039, -0.12220901506279437, 0.05609176597509393, 0.12137835366781745], [0.189168022506429, -0.2816860949729581, -0.18739397708628625, 0.38845343004074534, -0.0854252221369898, 0.4514294121753089, -0.21392301056801585, -0.14246204142379815, 0.3819608190232545, -0.5343594163400567, 0.0457375003915485, 0.19296345827774805, 0.001160126567147238, -0.139242100655052, -0.1286622945185046, 0.24985090878573196, -0.36676778181428904, -0.0673229115925778, 0.2097570536297292, -0.2214187522599203, 0.3791430407385634, -0.12445353224961106, 0.1314276402192518, 0.15248069779473516, -0.17409656694833453, 0.2574270816801172, -0.17573379246096568, -0.10414152746241631, 0.10377214721373368, -0.39478335106857676, -0.23853797518905953, -0.22877364622596774, -0.4330250472940235, -0.002170524893037401, 0.16487689657236312, -0.1897297532996596, 0.14390934651025708, 0.2524073309018624, 0.14373457219856153, 0.43770132861037475, -0.047134530226087656, 0.16766168151708016, 0.02872207091177572, 0.007722837268766589, 0.03418202085396328, 0.20292992758447548, -0.0243937991263313, -0.33942857554607936, -0.36653713365855517, 0.22402549601112634, 0.24226968074990696, 0.062046838530519156, -0.1341858231791646, -0.17410123938972438, 0.025325229792406992], [0.4662397242686831, -0.4321018561764507, -0.3420947469282709, 0.35283067461511763, 0.2091345089202257, -0.09338417465230296, -0.17568634914592743, 0.15433687403196572, -0.16604969561659746, -0.12560424721125563, 0.020501126109041652, -0.022750952614449548, -0.037875217019657584, -0.24430799200720754, -0.2909961605116064, -0.02148803314453574, 0.12540493278786402, -0.35748627102413794, -0.005647595565279391, -0.02308535194134059, -0.377623805144672, 0.24412284119037098, 0.30360846870607894, -0.39944617455034487, 0.3633338839512874, -0.06129030817859683, -0.08672865127291618, -0.015418393437094394, -0.15962434685514287, -0.0276368333269133, -0.149708253634504, -0.4911022319404208, 0.425431893812974, -0.24119999518264632, -0.20142149944179305, -0.15454607358216418, 0.3124711116979738, -0.0347313582725734, -0.36589096493625844, -0.3025567917664213, 0.032573234426983025, -0.06067730374591431, 0.030826458540423728, -0.004987130751719023, -0.10592067321549511, -0.31435585540678335, 0.026951525095638418, -0.021627723672142135, 0.12709647329612328, 0.040117853431651807, -0.05591945284626208, 0.01697165486867451, 0.020134429258310653, -0.20219632317972763, -0.192706888775456], [0.0756119569562157, -0.22379024447734963, 0.21628645566730784, -0.2378922840793129, -0.4283407781720667, -0.08596954025559521, 0.3362542067979205, -0.33055807895636896, -0.046915669830866154, -0.1114671289948754, -0.2727002975588777, 0.06822274550702682, 0.24621615369245586, 0.1482422950000531, 0.4190934638011286, -0.2308876222669706, -0.2953734372866462, 0.23980645230340136, 0.08208124081173092, -0.30187751207785396, -0.2861236646785926, -0.1602296188786507, 0.3295538647375543, 0.07895947968861401, 0.5875993182668257, 0.2913184526840054, 0.006031802144873012, -0.2167986342051721, -0.27536642803356226, 0.27241130717330597, -0.09295636052815553, 0.025004337780033054, -0.035854755356899234, 0.23386816316675943, -0.152749137962647, -0.3901478274944807, 0.28070413972459557, 0.39099773448384695, 0.5187674570721809, 0.021537963654833486, 0.17812082261508094, 0.008228066648474683, -0.3951744390290484, -0.03418030939092098, -0.29311120534068613, 0.05910580114776689, -0.27225494612591494, 0.034321037449982786, -0.054421169793111714, 0.4374860496458224, 0.022777671621264553, 0.16128063634511558, 0.16422221293414474, -0.1569825980884281, 0.026403573299082182], [0.5040893965104183, 0.04854123747653073, 0.19918808051620238, -0.18954783846532539, -0.03625661999155384, 0.3484802147571269, -0.35959357774101164, -0.21897955842476527, -0.46965170807633794, -0.06659819349496295, -0.3493716920340384, -0.06781253885240217, -0.3336116793295543, 0.08447998861586926, 0.3379630937414648, -0.30634740107985736, 0.29091748292463593, 0.02980405489069347, -0.4858870107454305, -0.16405258553956542, 0.23239392901492967, 0.39048542835868705, 0.08416322190429604, -0.16444417826769825, 0.0788339157919393, -0.11760404100486999, 0.030836443704018363, 0.0031387622342305757, 0.059250317347758, 0.05909671181006511, 0.07257043733951876, 0.06700359800695004, -0.07380918354007074, -0.17268413256526993, 0.16694610523262476, 0.17622481874369084, 0.16415563256990756, -0.17205928100183362, 0.17997215742032194, 0.06477424851253258, 0.01732797758996485, 0.4129059899727687, 0.14175351828995134, -0.04830311771650787, -0.06866072011916245, 0.018708856833639927, -0.03294621709867386, -0.2626611026903021, 0.08879288440394716, -0.18183278329914707, 0.09061720652938289, 0.19703249129218775, -0.0022773312112902237, 0.18616986433268654, -0.15358818984229042], [0.12344173705221281, -0.28348752419535383, -0.3663277987555052, 0.2171530817123609, 0.1020271853964163, -0.009953663432693119, 0.11966650859446307, -0.199401082117184, -0.025152401856195564, 0.010659877271391999, 0.21335626422240933, 0.4059996657586901, 0.010375057550535215, -0.007165536965252323, 0.16660567721793243, 0.16104540141394855, 0.0655198584818395, -0.07787547429778757, -0.11335564469657915, -0.241787437120294, 0.2413167375011454, -0.3648062085832243, -0.5029713025931007, -0.06403568992713055, 0.12417120007053659, -0.292876518589515, -0.29221431831284383, 0.12753447894828396, 0.23611543589916295, -0.38876153854355694, 0.0602058098810497, 0.07361682984815013, -0.4819666364106847, 0.6309271141153222, -0.22656682939735812, 0.1969770391196084, 0.46671886985649436, 0.21155909815708854, 0.008938718986166976, -0.2719896069832777, -0.10171478062931046, 0.21786800445289758, 0.2959988834806193, 0.02662064212402618, -0.2314789469062699, -0.012681643120232393, 0.15420606265313658, 0.38389115743230673, 0.17094731350450265, 0.41036579122694156, -0.16910832571849022, 0.28514436059329495, 0.1161022270451703, -0.09343329984725189, -0.002951608756550478], [0.07312949530808739, -0.4428205151128927, 0.14117358842652128, 0.20221370522116028, -0.3071551759099527, -0.2899973401786384, -0.018345420604174992, -0.21413908245607235, -0.022324948024551743, 0.10095810341922529, -0.04743580246033326, 0.15277568969787172, 0.16276535649083898, 0.3124626006571359, 0.13205218855495793, 0.16275930129006108, -0.3203649985678013, -0.05450929890075275, 0.17454590649688395, -0.2644231209046406, 0.026487833382591593, 0.5912211915677078, 0.0770543899038143, 0.0879887906091876, -0.27756751149588194, 0.494573752741629, 0.1593826421154572, 0.12051741214322992, -0.04823425323697624, 0.2801044342839003, -0.06917980882783306, -0.2061511892297145, -0.21331224928912784, 0.029055691624352606, -0.30675949408724046, 0.025072610096663353, -0.38710644199237, -0.20192004761458465, 0.10575278073197224, -0.18365094706564944, -0.24743174806865315, 0.20547302058086864, 0.20578226777510733, -0.06401186313332607, 0.5411140142775562, 0.33965839771916595, -0.055288030374358664, 0.04152978399005447, 0.26478960766920195, 0.09294094234988796, -0.0768236673880314, 0.6051847888566849, -0.33914239790357187, -0.18671242922249656, 0.06242037707752561], [-0.00029579160156596035, -0.016734231364580847, 0.45243322608392106, -0.5443907109331554, -0.2727510839485814, -0.047843832751932464, 0.319239637878043, -0.05708343584741485, 0.06702803753282452, -0.2088200965876697, -0.0012623224134754932, -0.011446990073243853, -0.056272049635366, 0.09119057730338777, -0.5332748032646002, 0.38978937706816946, -0.08557708525074584, -0.2215529830627077, 0.12214860900851346, 0.12357006005958435, -0.015501868234717057, -0.03085224424594218, 0.0963298950120427, 0.11457642058196764, 0.2273843483005696, 0.3141013486845362, 0.11210655773758024, -0.0015215762921661595, 0.20492179385181808, 0.10886877527298294, 0.10302769384281582, -0.4358532549325085, 0.10457774298689168, -0.10888610786082584, -0.11793941937866836, 0.12940185713014887, 0.09077335153451555, -0.2325173536312468, -0.33142848458032276, -0.29592278526570115, 0.012726547349849668, 0.10110293731895821, 0.3594731468572295, 0.169896452086789, -0.15146448476494162, -0.33564105716573606, 0.2546196016199767, 0.3675419973710545, 0.3096906500785863, 0.02537446089685995, 0.31111687482049655, 0.16832241106008164, 0.0494260206473815, 0.24602447982269343, 0.3970925767706017], [-0.30187879935159645, -0.12424128083273019, -0.12122787082293657, -0.207224063403247, -0.1534836128874492, -0.1050827461854823, -0.5039041964267714, -0.04642625940070617, -0.21971878691333147, 0.32724519387500983, -0.15079081036846909, -0.061265140953710294, 0.3690161776587092, -0.18548207943866385, 0.35409851596032527, -0.45245062313254736, 0.1490072574249592, 0.09231059490393487, -0.03158847277503541, 0.038149181694569365, -0.04738218790690292, 0.011923145743796493, -0.32688368489693054, 0.08962910838159341, -0.36109174948084705, 0.16184122231772274, 0.016130118825063697, -0.05470014577573946, -0.22664374110995825, -0.46549451583257273, -0.10023769883376926, -0.010681127861169558, -0.37636143181476334, -0.2860317393898375, 0.03685576148968367, -0.0894415787246956, 0.04082466019083334, 0.12923454574000728, 0.25094259056979207, 0.5295872977012441, -0.20360780428290032, -0.10746708457489604, 0.2149214346884759, -0.21659993718736972, 0.14364840265091566, 0.02305984420498072, 0.02441578788467743, 0.00634296364537287, -0.4814721325021185, 0.23523268419777807, 0.01765831761889685, 0.33028201994233697, 0.01871765240191391, -0.31874568504656015, 0.007191772514108552], [-0.4307145323813295, -0.22195273977130425, -0.09259296867073011, -0.10843212033680455, -0.18637477911729544, 0.07823690926266222, 0.1426876455381936, 0.012250186382111028, 0.27572285453629386, 0.04347656503629331, 0.1919942864481528, 0.20808188895936947, 0.026402447908873118, 0.12136578829079406, 0.1269089939691746, -0.1580786261395637, 0.043722565373718034, -0.2427755228989509, 0.34807315325063515, -0.06373692953866908, 0.10136904716064146, -0.3053465620586309, -0.0027760690852025767, 0.22705785422820693, 0.345298153011028, 0.01617599023227649, -0.19305305309980972, 0.351723687500029, 0.03105955342922643, 0.23579524505626268, -0.04740978517326086, -0.12517799247342248, -0.1822590898891569, 0.13457838405033398, 0.32097254833606625, 0.07914990411900635, -0.43563697896774134, -0.4261252860444854, -0.1088057908937622, 0.11947260921650227, 0.11309818831863896, 0.03896959959017131, 0.18546833732667511, 0.2570630783310831, -0.25101751976496955, 0.2149445023595611, 0.06891772093634674, -0.13260919110483546, -0.14317701991184456, -0.18823677532178162, -0.31380985195942407, 0.05431512909730411, 0.25885119132046297, -0.062398101059720754, -0.558370902236947], [0.031285758628219244, -0.13340351514570525, -0.15860450581707095, -0.6786239998278558, -0.007240541021521496, 0.2241238394776817, 0.26570808250876665, -0.5194791290496995, 0.48673282633883325, -0.1466862014282643, -0.12000445081661186, -0.07530124278395785, -0.2177547524748453, -0.23828871969861637, 0.5295407349202048, 0.24424843350674677, 0.21057495261530845, -0.005346757795155321, 0.11054751824481747, 0.011781267844702892, 0.45691862651830695, -0.23285200957215302, 0.27188630367013084, -0.07421827499802683, 0.07574126198040401, 0.10218544674926028, 0.5831611447797421, 0.249536938388336, 0.4661422267001908, -0.1060642037295497, 0.17033038804936407, -0.4731869606463374, 0.35064681176974083, 0.33683080872181786, 0.27079569514081026, 0.07010727357925327, 0.40999194290749685, -0.69027160594471, 0.23813419473606473, -0.34316337197553637, -0.087245638745791, 0.15776063837513588, 0.33324503622791796, -0.0747021435990764, 0.299885950889608, -0.5107748141301918, -0.2039853272722365, -0.08461240454589714, -0.09040444500910455, -0.12456035201498052, -0.0639516563583847, 0.01779897705227742, 0.07551845186582565, -0.12392789331737679, 0.13900495727110135], [-0.05621708301352886, 0.026977931794838057, -0.06925119788470975, 0.488962832417902, -0.04278232983232261, 0.010515499535998153, -0.0844647836460842, 0.00732875731137065, -0.40020674343182, 0.06634035360960032, 0.2995541639317927, 0.013480775366893433, -0.19618519030499096, -0.05260305044847634, -0.37978837813991534, 0.2045163032242353, -0.1432132704291247, 0.3039715885005718, 0.07372936446185557, -0.2136143565421489, 0.3899904043785686, 0.085302706609276, -0.13834971898324872, -0.15621309894515165, 0.048946341572423044, 0.09630453498175737, -0.11800043499953128, 0.19822969970815751, 0.09617711244714613, 0.15767901593864306, -0.0921683598974105, 0.25232908127126746, -0.13165975973054367, 0.04421030360293557, -0.3222423025101656, 0.24185367282099474, -0.09949592139414717, 0.36371391959656285, 0.2707511783364976, 0.08114150617176714, 0.22080699623451583, 0.1629696400841949, -0.08267749461612346, 0.037773350282843364, -0.14752324177500076, -0.1356808474708828, -0.1545029418884778, 0.09410743893267308, 0.14771036844293609, -0.20747464922059847, 0.09555145354873726, 0.02529046390741963, -0.021469275354159316, -0.19441648719729274, -0.2240224604054487], [0.1592155233797194, -0.004680966470995475, 0.12526872756141685, -0.010004152585001418, 0.10761530823073107, -0.03320178327276455, 0.057418701547858705, -0.6537941224876257, 0.09104590204445517, -0.05991595439893797, 0.26233275182683374, -0.0461650587674215, -0.27235894456062315, 0.23869111743730254, 0.253253366921557, 0.16475708981741707, -0.09904367164250076, 0.3035399685498405, 0.2570431985998555, -0.1608226032954606, -0.13024785082221538, 0.2086036800029967, -0.10409213767518138, -0.20158742825765225, 0.13335071218884995, -0.1687596557570201, 0.46603217431757765, 0.048248349462414984, -0.04032355138153958, -0.1525913871761701, 0.10925201492664423, 0.42011537692175993, -0.24642387752132625, 0.20646187243941297, -0.09618671513652835, 0.10439382893581854, 0.1459468095117887, 0.1522451335499318, -0.27037641864130396, 0.12672419711688518, 0.1749829834587721, 0.23057060016736047, -0.16529213616584443, 0.2526355436403098, -0.3819422244190228, 0.13627262542798135, 0.28235901858928125, 0.11766814734163057, 0.004022715267044057, 0.3598794075240581, -0.1595443853012775, 0.14465404580516775, -0.052919423608946144, -0.40385900469041014, 0.16657211181017728]], "b": [-0.021417454991622804, -0.08758862225177078, -0.24593453212818467, -0.06473260726228611, -0.21950701700683717, -0.2393087739061328, 0.10118174001894342, 0.18428617459713467, -0.3074439744796803, 0.07142081758742799, 0.29848949933605584, 0.30328770894638046, -0.17456479119333052, -0.10223781710675592, -0.12841492035774515, -0.1770988643790766]}, {"W": [[0.07625651156562294, 0.01858372303675753, 0.032036751833480204, 0.6673712914481641, 0.1311810440116129, 0.04955417065173661, 0.30594688083983934, 0.05260046072606325, -0.46389016871529426, -0.1761119135983999, -0.13873197555190944, -0.21427602211756064, -0.32729605594143113, 0.13881712890726708, -0.6526379833839213, -0.10971926832326062], [0.2924584775836084, -0.04178160286579966, 0.015824149509790084, 0.03904491199201718, -0.024730744324966854, -0.04843783068078705, 0.14802899239640965, 0.19070300054198117, 0.2520798863919044, 0.22066243415044487, 0.26301420156579997, 0.23576575842699093, 0.018344625693357344, 0.08580847933087923, -0.11623790140773617, 0.12066937249132584], [-0.3290670303197644, 0.3179052217036639, 0.20070745760330555, 0.34944504194101955, 0.2557079200452528, -0.08629673872878862, 0.38013083538777226, -0.21804652501814759, 0.09192442058824027, 0.2562950362745049, 0.38450919271616224, -0.1158321644613154, -0.1317019655475241, 0.08841352444044245, -0.10268770990494769, 0.022383686978621836], [0.11137288856626976, -0.0718911341960991, 0.39087277741527665, 0.43378275271070754, 0.0046827617712118935, 0.031514954610764825, -0.115233666473915, 0.23054393727912703, -0.5692864739169787, -0.003151683959907489, -0.4682379513426717, -0.07772025589597764, 0.17051078912935896, -0.1298577552034033, -0.014285774113273454, 0.02863473298265145], [0.12546493815176676, -0.13556943916007935, 0.4225773931833565, 0.045109236722735535, 0.43939256177105174, -0.1719777190020762, -0.061692858779942024, -0.16074192124479175, 0.07937722696140216, -0.02046417611295833, 0.100246204815371, 0.4901093485090435, 0.28307811967997076, -0.1298500941459872, -0.08494218708422796, 0.07275137303747362], [-0.27783539857999806, 0.05186555964500006, -0.19083136242566467, 0.033421188372498724, 0.05580594431341512, 0.09584622248296715, -0.25236524497717744, -0.0726960294167768, -0.2032612810809094, 0.16288529737303414, -0.19348519770232214, -0.2678629903970903, 0.20367113547311494, 0.1860966649529363, -0.4225862079998255, 0.16901462200666206], [-0.20827590216737932, -0.3479300712672798, -0.38465257776049033, 0.1699586338190247, 0.43287312482719503, 0.11829868772683803, -0.4036840647472178, -0.37039264891200235, 0.06321694361006834, -0.17303216972207597, -0.18756129542592836, -0.5377722928560662, -0.49245875517691007, -0.0033999333323145864, -0.19390646371795484, 0.1640732065238968], [-0.0002119634796222264, 0.4775700396030289, 0.12425015922849938, -0.25959037597358703, -0.027799055631094492, -0.11397596590027172, 0.3468727782654149, 0.15234256103657393, -0.07793095387055168, -0.182826917661896, 0.03761625775072615, -0.23865879567694956, -0.15665528401930723, 0.5246637541768892, 0.4423191438331219, 0.14899298380084552]], "b": [-0.4334395838636231, -0.027607883822985492, -0.1144539221677663, -0.49251369223174135, 0.3536046794277431, -0.7925142738560943, 0.038983659447007823, 0.28645089038812604]}, {"W": [[0.2160129710917559, -0.014377028232723243, 0.22631407486018554, 0.23148493431916087, -0.2810590572623129, 0.33695763480112095, 0.2250123987058571, 0.13732754638597744]], "b": [-0.06595431310053665]}], "training": {"phase1": {"device": "mps", "arch": [55, 16, 8, 1], "epochs_run": 21, "best_val_mse": 0.26043593883514404, "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": 7568, "regime_filter": "all", "created": "2026-06-25T23:03:22+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": -0.8136427116020432, "fold_calmars": [1.3834253021153073, 0.0, 4.084203744682125, 4.465571156224305, 1.061017482428618, 0.0], "fold_mean_calmar": 1.8323696142417258, "fold_min_calmar": 0.0, "robust_diagnostics": {"valid_folds": 4, "drawdown_penalty": 0.0, "pnl_dd_penalty": 0.3333333333333333, "trade_penalty": 0.25555555555555554, "negative_fold_penalty": 0.3333333333333333, "fragility_penalty": 0.038, "fragile_0_05": 0, "fragile_1_0": 19, "trade_target": 15, "base_fold_score": 1.282658729969208}}, "recommended_thresholds": {"i_long_entry_activation_threshold": 44.3044327261233, "i_long_exit_activation_threshold": 84.95412037218848, "i_long_exit_activation_confirmation_threshold": -67.42058892840703, "i_trailing_stop_threshold": 0.0, "i_use_long_exit_confirmation": 1.0, "i_use_long_entry_confirmation": false}}}