{"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": [[0.24702898886824667, 0.20303520382282741, -0.08688076953138997, -0.030004028052737726, 0.13532018873127255, 0.004110576987950969, 0.04857149626436205, -0.09439861667533558, 0.28280086171509644, 0.13610502107874806, -0.3563046201047413, 0.1566350853207634, 0.2592076093647286, -0.31978861404910763, -0.21226463968465736, -0.12879406014156358, -0.10964733684697245, 0.004256110237090008, 0.07842008552418006, -0.1851190773320349, -0.0910986446300465, 0.38470333280252, 0.11050963609540959, -0.21656826885304975, -0.03233913618938043, 0.14769303887758217, 0.029564243144535568, 0.033657740853200696, 0.13366735268896435, 0.26360671258057744, 0.0852382237765464, 0.17356111643205505, -0.18072072983234244, 0.0026601741943787297, -0.41732966289774237, -0.3581826449332503, 0.12117248974239699, 0.22172553055866176, 0.3158814152204996, -0.12909546375210734, -0.17506993462443335, 0.04479329695959841, -0.027159151359525353, -0.07798338995416745, 0.2147391461935488, 0.06582096524182694, -0.192969897398455, 0.15510883321603944, -0.15088592751419916, -0.16356507029399198, -0.33947702427372295, 0.14928364132359687, 0.09508758062794792, -0.22328916050266395, -0.22306062563533965], [-0.1240546766384388, 0.16899015881032517, -0.3857812729965384, -0.013479142758195372, -0.12451362171173982, 0.09236752562544387, -0.17937842910125043, 0.22001983560100363, 0.14232831719916023, -0.05413981601364487, 0.014633626033137054, 0.27830618234085547, 0.011883170212504485, 0.1521068162008849, 0.0910150612271402, 0.00017625295375705424, -0.5778775137249336, -0.1540776766656931, -0.39051647879334417, 0.08780034156780817, -0.19085175146867225, 0.09709378510072239, 0.07831064630227681, -0.0655574925840062, -0.15019853220620835, 0.27113331630519005, 0.15194902102776633, -0.07922426790871484, -0.1481261135894244, -0.03136809153249751, -0.05612421409361206, 0.11424612561537553, -0.11746627359347117, 0.02919023449127412, 0.068180439548608, 0.006468505021288061, 0.17622266344360832, 0.1807269941535267, 0.2943854997374177, -0.39530295967774254, -0.016711379401938734, 0.14768936183018352, 0.33868480193050626, 0.36797835646227717, -0.335171435946864, 0.20270663368590647, -0.029615795797495292, 0.32019629030043967, -0.35456744681091246, 0.29934597778344435, 0.02372985215617653, -0.15456575159284608, 0.38793581583499365, 0.1372459269847854, -0.08817706620447562], [-0.0534133098810112, -0.16774366676995223, -0.11293545672510422, 0.13789054668960843, -0.1700183053659705, -0.20452456468034003, 0.0073656948456672575, 0.2654909568768725, 0.005690714326745935, 0.22689931593637194, -0.37641376968555285, 0.17360673916302963, -0.1310484521148702, -0.012033970489085902, -0.08176482371448288, 0.03397295442849883, 0.07759387313254429, 0.07920935807121975, 0.10316014249094123, 0.14605916497658206, 0.15175123579834585, 0.043874119624226736, 0.19658209164778717, 0.03691473329076882, -0.12617570811167167, -0.20201311712305234, -0.11675430672750381, 0.011115348956436268, 0.06053509193623258, 0.18953126750150656, -0.008201051490799418, -0.24882823692890396, -0.03216750843861922, -0.13097417101638748, 0.0769398380777081, -0.1761459408836201, 0.045604477561612906, -0.1582395158274811, 0.30408136333891717, -0.030379518606395338, 0.1548607480240049, -0.1917855690204155, 0.23469777356993807, -0.15486528509956107, -0.15850668912468843, 0.31689290442347406, -0.3579765712945943, -0.0779048171358224, -0.01657257554803079, 0.31926006235878696, 0.16684638058214962, -0.04559870962971777, -0.12276105152317512, 0.20691603509364526, -0.22090168674004346], [0.22435269709832026, 0.48880176670411807, 0.08551813412546785, 0.2694253900933866, 0.015467775231607729, 0.1599448722224321, -0.2520899347944457, 0.22611964951551736, -0.15099430839884187, -0.05910856985234085, -0.11898798314885885, -0.006354055670021916, -0.07055585949880701, 0.38279352674835165, -0.02377533824462071, 0.28350552744464885, 0.025867334190509152, 0.342789245981429, 0.22633756941554442, -0.22503139427500662, 0.12158800003182589, -0.08259716600259119, 0.14479316961276975, 0.045885180478933356, -0.2040073958744788, -0.0244359997188284, 0.280152717146061, 0.031184457943580577, 0.20311147280429534, 0.2275748368428365, 0.4168478207134907, 0.09645034434986766, -0.36221121801569617, -0.060495236396124995, -0.2837199266230612, 0.0375678609470924, -0.06898148749538083, 0.2667088685852748, -0.10215726027983965, -0.1278803561994152, -0.076034159298847, 0.20707893582757148, -0.30747964714422676, 0.12172012593235731, -0.13232087786060215, -0.11754868825932673, -0.0654668718358293, -0.12822110891845762, -0.059436306985089324, -0.09594314925488094, 0.004291752196268349, -0.037681581298106864, 0.23168792789764342, -0.36407318037357794, -0.07219237912075871], [-0.06200187248086181, 0.07740411806845407, 0.26068695857330476, 0.03258743421670783, 0.04901600987460403, -0.07026145759591415, -0.16005671945469385, 0.07653056031945424, -0.004548375963663143, -0.19109054962598768, -0.22077240154902628, 0.046021830826939766, -0.21083173166217756, 0.0618171408191802, 0.17820703025841642, 0.28995191855918145, -0.3243873951763108, 0.15462499314643158, 0.1853499774501453, -0.37488494925359, 0.09022605008075171, 0.06084877327347543, 0.0024204255840238748, -0.13548032130141707, 0.10357975382879561, -0.2155724616379031, -0.10746329716651978, -0.17764192948753793, 0.061298903217232165, -0.35130344303414357, -0.003624363860089021, 0.2513167977989068, -0.4217433724735773, 0.11424786942655585, -0.2232070598106388, -0.15466425766975528, 0.019173036699491657, 0.051202593451577044, 0.3123071680814191, -0.09962455647825158, 0.23854447239707982, -0.3832409765456786, -0.006188416200839913, 0.06048697320249197, 0.1357359722412052, -0.42966690837362653, 0.006275445003228219, -0.10432173951081022, -0.24240748397755824, -0.09533896246057237, -0.19467382501616368, -0.02415557439632953, 0.09790634174735209, -0.04663055909551688, -0.03574477436951061], [0.07353312605054105, 0.07404110940868226, 0.07396787514000745, -0.06236529993737268, 0.10484555522126238, -0.31381874096998863, 0.0674728689753542, 0.03978892870667881, 0.35759608290016237, -0.30378709013771354, 0.41168213336327875, 0.06853808433877659, -0.2536917087987171, 0.3427883139404861, 0.21305030606411887, -0.3320578920078675, -0.017330858441593735, 0.22533680380278565, -0.029299497993314452, -0.2115734664822914, 4.6066486240212146e-05, -0.01935012621004173, 0.08297781680003181, -0.2644422759111536, 0.056210268260884745, -0.440241198688613, -0.15186869718946827, -0.2414663169017453, -0.07563418741532174, 0.03631420260954595, -0.22191693537159615, 0.24322322872587077, -0.27333635378816545, -0.10636550109160506, 0.23070037478771807, -0.16404535529753378, -0.14458060381297344, 0.1134143401123526, -0.012172099461655667, -0.20973749973233993, 0.05547326553437232, -0.3255129285459861, -0.32240817636700664, -0.013502021021434493, -0.030254848354543368, 0.00723504048769736, -0.16333253111548163, -0.19985418270943195, -0.06341564623443707, -0.26685710456383926, -0.03268268453390931, -0.08760845963326366, 0.02462189635472368, -0.12829764456089873, -0.14472481666126888], [0.10924595253715114, -0.026655254073837287, 0.05504346390718873, -0.14557962265497612, 0.039444089242099946, -0.3458735216675677, 0.04818410651773464, -0.25048799306694525, 0.06291050338189365, -0.1266863103537247, 0.020757164466646917, -0.4079501052676917, 0.11382090532981184, 0.5500900618395911, 0.009610244206435019, 0.04369386043403481, -0.10013069713669984, -0.2368426523194694, 0.0881934004340023, 0.20479741614750363, 0.16198411785105657, 0.024351238279773563, -0.1646860135019107, 0.012477981319690655, -0.07645111402477067, -0.015283515563457563, -0.293494487784451, 0.24306712102142583, 0.06552459768793442, 0.037606028523329824, 0.32905282240079764, -0.3456034745262411, 0.09933365948734589, -0.13378554399150117, -0.20916418795697936, -0.15789284074455068, 0.07715392505981163, 0.3770700822349514, 0.07351597261363285, -0.07850025580752462, -0.2461621573844781, -0.07822189284022366, 0.027619529188564303, 0.11129383271469787, 0.1080672153155062, 0.17647198344464995, 0.22590172599655153, 0.3107871262852771, -0.021672785320770858, -0.3073391454360322, -0.14367708198021076, 0.281539062941138, 0.09898428641755483, 0.2197048600912876, 0.25026957046484166], [0.4388468443866121, -0.28720470625548156, -0.0834493928267773, 0.019093215625626738, 0.16952421945285778, 0.3541589066106835, 0.07633367696647703, -0.09771098514258195, -0.30213010830851755, -0.24731592572144895, 0.06453879010957492, 0.12275579207206647, -0.01781439008996355, 0.07498645927288303, 0.3076999956299167, 0.09103546970038738, 0.15199484465073215, 0.31193185292099646, 0.05025499678758313, 0.1059426689732715, -0.23757304920818384, -0.08586260501859976, -0.003921789298427902, 0.3213956811972694, 0.10212439922895834, -0.24897299969016148, 0.06480669054775266, 0.23830568727255627, 0.24195365701254398, 0.10283633471793016, 0.17263963129469387, -0.2561919750731695, 0.005218775469873579, 0.2855103467213062, 0.185460963347647, -0.13544757506234398, -0.05501508824399234, 0.018919149009736236, -0.40586605028000555, -0.3567751304552227, -0.012108535607696, -0.10484471634748704, 0.038939867932991326, -0.10032772102601585, -0.18825574565589343, 0.06786057009386035, 0.10021988249067802, -0.13534747646834178, 0.35051199001766387, -0.12132744823259742, 0.08916390967633218, 0.031669296930701446, 0.1589512823973178, 0.21561295625802462, -0.11487734193967544], [0.11247226928677867, 0.26179320937361655, 0.1547249593287402, -0.007370445202357856, 0.25471040020561375, 0.28337721902853413, 0.006118216772343921, -0.040157950777130934, -0.14445385120875817, 0.08768277167803304, 0.3166357840363554, 0.09809296873432602, 0.0003852848598504266, 0.1655123242427772, 0.10065058356961469, -0.0806766383013553, 0.21523106382966534, 0.08604441881021918, 0.25860855616036155, 0.2246757262141827, 0.2865370698938511, -0.04776242372073947, 0.13132511441500816, -0.12422877072143866, 0.12731208389333776, 0.02755610518025723, -0.24563613077395158, -0.37867202590349386, -0.40698300539779675, 0.15228825143335437, 0.06832277091364726, -0.06828855858989011, 0.1380067039065085, 0.20834272236983625, 0.3254466757859607, 0.0005854644067525457, 0.037399656287053426, -0.17831462591482578, -0.0694106367711392, 0.1868444477395262, -0.19730228820066506, -0.34524945842545507, 0.2655588473763472, -0.0329090403181808, -0.12240606667519491, -0.012435304290864915, -0.2157831955331678, 0.35664050395638136, -0.1578838518329212, 0.03989055403452117, -0.1566949397884614, 0.251505970969355, 0.04573750703269279, -0.13881819525776412, -0.2704572174061745], [0.08971927482368278, -0.40927268316630594, -0.18182048719122093, -0.44366756694577275, 0.14025533413087596, -0.08435533470388673, -0.3141622053905595, 0.007944043855964113, -0.02262895674189829, -0.0101151065336657, 0.01568467623060269, -0.0909843167002716, 0.03960494473066206, -0.10334659313897632, -0.2514280716384131, -0.5169217041559409, -0.07791225939521423, 0.25581617202060253, 0.021627641743262732, -0.23546790699074968, -0.14651852508740149, 0.20034915716345184, 0.6957140748152056, 0.04256301944151611, -0.11031262579505435, -0.2248898469572308, -0.0823105347703142, 0.23055111680516224, 0.13950572974211062, -0.14478683372772488, 0.2777810107964241, -0.3413598948122361, -0.18734018544378808, 0.03764758582909099, -0.21293623102617631, -0.14772609383882251, -0.08995620160575112, -0.012008819769924982, -0.24206037437415254, -0.11033496867178423, 0.36564861996809467, 0.15161476888670394, -0.08106316098512589, 0.09967623390703373, 0.26655111897151507, 0.285527386854362, 0.11508341956461121, 0.17308880040497013, -0.1320856971405933, -0.08311361572975004, 0.20565660131984248, -0.2843530667972624, -0.3319255970039138, -0.0596531269016259, 0.043117105004652864], [0.2280150901283805, 0.03833134299326117, -0.2773208984523257, -0.0986582382256095, -0.27610845689625263, -0.11736109956607924, -0.25319456726903816, 0.34461552688190294, -0.06299732014974865, -0.35034327123480885, 0.1378629238164183, 0.32569608205658623, 0.18795954682073, -0.39620894854315447, 0.128509838624405, -0.02367868090868048, -0.08441920179520565, 0.16435931239174645, 0.12721349999332565, -0.054416520808999634, 0.27391049946333296, 0.12637857894155458, -0.04258141207755396, -0.0034541223708855068, -0.37588462663372546, 0.03563372279297661, -0.018693820498523177, -0.03116306859203557, 0.16464993225593433, -0.0993365905645025, 0.21913699021407956, 0.07912259011659942, 0.14351861448727693, -0.03592027059279373, 0.32466544089536675, -0.004606809349342817, 0.22628828130365505, 0.04237072099644118, -0.03431149213315532, -0.42130005454921476, 0.10356332993021482, -0.03487600060907103, -0.2296256523111938, 0.3100469725955571, -0.2552235390587518, 0.09228810963281431, -0.09717801872182949, -0.3820344942929917, -0.03323690614534934, 0.031459772263978725, -0.5062937221532293, -0.1936244052947356, -0.2668753861527002, -0.06772109975931526, -0.2879823766339647], [-0.046143625048301856, -0.13497250841217043, -0.021484486977034332, -0.2009497327042537, 0.04261663835604527, 0.011602747342906599, -0.39589627471178046, 0.0942460041899373, 0.048190697744407714, 0.15130410813554213, 0.10277981452812239, 0.056448922152883954, 0.1676010152969421, -0.029674110316788294, -0.2688164891377903, 0.04891992932322245, -0.19097607118997537, -0.07614323661419255, 0.042099939407072795, 0.18755839916303388, -0.5884793160281737, -0.13363104917090773, 0.06558025477447464, -0.02946437146379947, -0.11636498841070603, -0.04267309226397076, -0.024079549194450968, -0.12649016103231148, -0.18411276597335144, 0.15002601722853307, -0.4072666842417236, 0.27877465202759855, 0.2248247711370216, 0.057070732475278864, 0.1364144454863167, 0.011211469182323052, -0.1311555186473344, 0.09003928037316017, -0.17888728590582276, 0.13205794270540064, -0.2198060755504886, -0.36361301125245216, -0.12451167168294898, -0.12068388693504135, -0.24077817871301416, -0.1508122714574695, 0.013402998900288975, 0.2216801951977115, 0.04973759251085785, -0.004785841150200929, 0.2973544542358826, -0.29865268039930387, -0.0886068446190352, 0.3001361551135618, 0.010994047832014613], [-0.20543119016367561, -0.09741116697953356, -0.14433551826939126, -0.16493243503634836, 0.4390075735390461, -0.35362927849752485, 0.5043567052270073, 0.17114921725356205, -0.028933540626017537, -0.36682882050146204, -0.05847497748886506, -0.02234890545533913, 0.026230222251410515, 0.2307758319349193, 0.08970774499965128, -0.29311961111231255, -0.02857431011134047, -0.431284060575756, 0.03456997725536057, -0.3333871219749322, -0.04067251391522383, 0.3017592724137178, 0.23644274237557827, 0.1442342976103189, -0.038917190151179865, 0.0939239900977934, 0.02811854782159927, -0.050195746805115835, -0.06320745643863446, -0.10869901131290632, 0.10704718502163516, -0.07365596921899009, 0.10696944821238916, -0.14580075237900786, 0.028959374258893097, 0.44245272417967446, -0.3221195722343283, -0.4302509588470399, 0.2092044078844676, 0.03101344351923217, 0.021527905501200206, -0.04911702917648164, -0.10083070568348626, -0.4197939948732993, 0.2085756539849749, -0.08256606737364677, -0.1813441564875375, -0.3102595162994971, -0.09818915509124414, -0.26184780741810165, -0.27351832878377613, 0.40719693672132073, -0.5664906821891381, 0.042188364436016666, 0.1967723385323698], [0.07150165466971417, -0.2176262593107897, -0.01585916747561394, -0.07145024162046842, -0.3656526682775754, 0.03295541288923979, -0.18354336311713654, -0.00801026091770463, 0.2009586480893394, -0.20084436421849264, 0.3694282178147805, 0.1024639168458378, 0.03139061427965434, -0.19535749269325725, -0.23615733888085974, -0.08705125167468551, -0.012459434969621127, 0.279256658081802, -0.01439058395181091, -0.008912113532658259, 0.013108865531029287, 0.420114962077592, -0.27716541656151633, 0.16110550431939197, -0.13340741292579233, -0.21643800199672233, 0.05527513535115613, -0.38848920864383396, -0.01759258275210708, -0.06041839319512827, 0.06702871056369811, 0.1137973427469449, -0.1316314820843562, 0.012441489923165142, 0.06118873455800176, 0.1555412600562853, 0.14400427547313957, -0.46032301479684534, -0.09786723439544169, -0.18162810779759736, -0.15607987443749782, -0.5562066238054192, 0.22322577712139194, -0.224051345245916, -0.11092296759528456, -0.12108327764934741, 0.3436092081119868, 0.41920353313486314, 0.061579936006680144, -0.15382093878493924, -0.10586430693861429, -0.19433717899035885, 0.11798723265935893, -0.25366620856914673, -0.05232571954140117], [0.06883305059450977, 0.2539653087371781, -0.3328578525369342, 0.01449547121891126, 0.2907015866488081, 0.23652896492838738, -0.20275221883997002, -0.10333344693120465, 0.2562684602656792, -0.02197775026050011, -0.3870733864643985, -0.022027855634214076, 0.25123924992716956, 0.21970388581319591, -0.11279351586299502, -0.039646443875567955, 0.23108353854782693, 0.3148786368200198, 0.2836587657570456, 0.1572432181552575, 0.08111272534204277, -0.13679103476231044, 0.7187299124417674, 0.14524328597667968, -0.11775136212246283, -0.5129022506712593, -0.04835745850461123, -0.05323188254023707, -0.18402300505362074, -0.1818488207273041, 0.07499304683196417, -0.15200914755503012, -0.020079439433052508, -0.034313575864514764, -0.1854224341033599, 0.06378250258380813, 0.3605303693258613, -0.25345767826197274, -0.30620584099916803, 0.32890892831406504, 0.13285388161632644, 0.22965955739741784, -0.17017641296567063, -0.0022921426393700955, 0.31061881838857075, 0.039701442635045325, -0.018733412694083715, -0.001953034921142939, -0.3617540503719109, 0.0737953623027023, 0.06796134357936506, -0.10552757753953282, -0.009680269609116096, 0.2826962862719777, 0.11415869268653539], [-0.05018099010896325, -0.10212126336358912, 0.050177941576247054, -0.36279354961177446, 0.3183939187628263, -0.10548191455862574, -0.25140452246078665, -0.15908516189847474, -0.08379617747323756, 0.37453317548362774, 0.04167643250079645, 0.10216591974128252, 0.11123035241316342, -0.388155908089407, 0.01757575284343451, -0.28690230045130494, -0.4901503662715715, 0.276394041321214, -0.0858587853596053, 0.061443577650723474, 0.05292863677467355, 0.21729620970372548, 0.05490785650996892, -0.2506552089940676, -0.15931522676734167, 0.3952020976256522, -0.12301508907921183, -0.3105827414517184, 0.2373279938684218, 0.1553504077245254, 0.024179353274536613, -0.004103060659697663, 0.402500622808972, 0.38325244316818075, 0.006258130347609334, 0.07992051882991327, -0.24777532571466426, -0.049668238478703594, 0.31759820460533017, 0.10723818272293979, 0.09819324507153514, -0.3441271158757469, -0.24080416785585243, -0.09629199629874081, -0.07560929435216193, 0.11602964663845614, 0.6217315667286426, -0.22584246536545693, 0.07201523013031373, -0.17815862777506936, 0.2595397567322783, 0.10390760036775987, -0.11765239764892484, 0.047764110570550085, -0.15200477530075016]], "b": [0.26163530952130926, -0.38787751002356236, -0.2534634171861599, -0.12908704921868003, 0.44574199411692356, 0.26334061253017016, -0.11321519918011855, -0.10538663802552051, 0.3167676072374758, 0.1699430935387985, -0.23335629817608222, -0.4393453969681308, 0.5834839444943947, -0.19356106082418933, -0.03645353198753649, -0.028575223538461647]}, {"W": [[0.08823228452093579, -0.12319657256032776, -0.10035043391602794, 0.16041200091320806, -0.23135613601515637, -0.1294531059783073, 0.014992225958546684, 0.05496662464295462, -0.033101619594101496, 0.5335510314194414, -0.24461118623913325, -0.2470061586205951, 0.23902724700540842, 0.37475152793673294, 0.08287934487473021, -0.2780630390139667], [-0.02348199225746326, 0.3008043722710764, -0.13574721440397555, 0.5324394584259858, -0.41153234194444477, -0.07785987728159789, -0.05470129897034106, 0.6301782799135242, -0.10442560572463153, -0.06999259791578828, -0.0434265313317829, -0.17067360275353394, -0.5432067875984669, 0.5114700382149512, -0.04490579211827167, -0.3881587754976087], [-0.1941118383140813, -0.11821778255162152, -0.08536602468815997, 0.25481096613694865, -0.24936468840362075, 0.022868157226489848, -0.5221543830897105, 0.1474959444591083, 0.2720720549880245, 0.0983808604171948, -0.02122331411453128, -0.21842307148981938, -0.22437688293945451, 0.3695380418694935, 0.5189653353830476, 0.22949413815256026], [-0.5457248273584376, 0.5984050423590218, -0.2755920861101545, 0.33260407764523925, -0.17000395576058736, -0.31037025298536053, 0.25346737938732494, 0.18644525382888588, -0.07907408509308503, -0.16614902036728335, -0.0682891894632018, -0.14048395001997527, 0.1591184048507702, 0.14734106754861248, -0.39453775282212994, -0.0706459612434904], [0.3682964436452473, 0.07204163890138918, -0.8026378985429383, -0.09586292558180953, -0.19111529061832971, -0.0633407898968433, 0.11110420422145362, 0.19217989614682218, 0.12463962822368127, 0.1417661274531241, 0.5406673050535847, 0.48555509969784855, -0.10836733727954118, -0.15678919101551286, 0.11784993659047358, 0.14323638971390773], [-0.0479289208839672, -0.043583350196425716, 0.21136283260722463, -0.11744680975755484, -0.13237809634555156, -0.12935466729765616, -0.20769468420736645, -0.11971578567274818, -0.1336308621314056, 0.3560791489923273, -0.5674444586486833, -0.07603542764632208, -0.09796808656558761, -0.0772391434695337, -0.26449031157215175, 0.21109144052509], [0.0028928668997706374, -0.15676900115968054, -0.053723049055686034, -0.18476367811432637, -0.004213794670927423, -0.35835667483549877, -0.37582173643188005, 0.018880593487664913, -0.0018088418409954949, -0.17988430179807635, 0.09409155744087996, 0.16231624311103035, 0.08425987259914701, -0.3280714770484323, 0.13370559401281668, 0.5596098303505426], [-0.2386158426582964, 0.2935641010102023, 0.1434498372553788, -0.14332944207796527, -0.24181707291719431, 0.44119302456194076, 0.2958603522727206, -0.04835155661975578, -0.08683015387391939, -0.1458298963042049, 6.794043321431235e-05, 0.286011997249363, 0.38408142691940705, -0.10584613095789124, 0.3856881604912096, -0.033122406995638315]], "b": [-0.4494579669878805, -0.1888950556016138, -0.1455212283072752, -0.2636930018984649, -0.1567202161628967, 0.05929450185834741, 0.08267668876381809, -0.1869162577699441]}, {"W": [[0.4957786601508945, -0.10812266666528353, 0.10463223796768635, -0.19978131138505895, 0.10270927938320007, 0.031223687903085745, 0.6465658448965579, 0.3040648057267468]], "b": [-0.3972567397796611]}], "training": {"phase1": {"device": "mps", "arch": [55, 16, 8, 1], "epochs_run": 23, "best_val_mse": 0.26924458146095276, "train_bars": 3833, "val_bars": 366, "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": 4444, "regime_filter": "bull", "created": "2026-06-25T22:37:40+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": -0.95028282297117, "fold_calmars": [0.9323962289093648, -0.2547425545069415, 4.424825690986471, 7.330147570430937, 0.27537559288423236, 0.0], "fold_mean_calmar": 2.1180004214506774, "fold_min_calmar": -0.2547425545069415, "robust_diagnostics": {"valid_folds": 5, "drawdown_penalty": 0.0, "pnl_dd_penalty": 0.3333333333333333, "trade_penalty": 0.14444444444444446, "negative_fold_penalty": 0.20912375908449024, "fragility_penalty": 0.09, "fragile_0_05": 1, "fragile_1_0": 20, "trade_target": 15, "base_fold_score": 1.4061775286633915}}, "recommended_thresholds": {"i_long_entry_activation_threshold": 47.397543987608614, "i_long_exit_activation_threshold": 184.5852677421654, "i_long_exit_activation_confirmation_threshold": -31.316702423603164, "i_trailing_stop_threshold": 8.67877407497871, "i_use_long_exit_confirmation": 1.0, "i_use_long_entry_confirmation": false}}}