{"version": 1, "asset": "COINBASE_BTCUSD", "timeframe": "1D", "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": [[-0.3325291859749439, 0.19940852060760653, -0.25730139445911515, -0.06414686731629095, -0.19706173393925575, -0.09314593779148272, 0.5127038398950103, 0.30344447546148, -0.012877065564146868, -0.4189445983204514, 0.3937535333946424, 0.1876044797792073, 0.04335405933487967, -0.2772614280044733, -0.24291585326066725, 0.13932005186332092, -0.06644914630216779, 0.06451148303539005, 0.49315035653898665, 0.027172862330220822, -0.15382455258206282, -0.647312145425989, 0.1519332695195164, -0.6172012342458592, -0.04352569557482753, 0.1909766479161539, -0.05417225840466167, 0.03256802323470606, -0.09626162648280642, -0.15958541622152708, -0.3359116018833914, 0.0662363465590911, -0.459008310163863, 0.22127304760424676, 0.19512427847974362, 0.33463827612244823, -0.06783274989285487, 0.07846169899849836, 0.07140618971071012, 0.18947981903636535, -0.030627109821712586, 0.46667865719195134, -0.30933784795527586, -0.1451005853042686, -0.2668271489002658, -0.4105032157867142, 0.3105158899303638, 0.42982004730636003, -0.25147791599079433, -0.08327744652497415, -0.3372898830867359, -0.08966380638953328, -0.08089302280694148, 0.09396530546953197, -0.17861499648164778], [-0.16155503529248152, -0.4269542090697855, -0.1441173645075135, -0.07895784459432639, -0.34824896330717814, -0.092781321146815, 0.24510753876591698, -0.1565679148401261, 0.1873813745666194, -0.04757027635961511, -0.08961956520494276, 0.35284854333233506, -0.005336363499388947, -0.08054685650850998, -0.13606717469533305, 0.34898277442137227, -0.011956441357358814, 0.22980512908824513, -0.3627080426374186, -0.012575263611735773, 0.5646228279703456, -0.09662347604296796, 0.14461963734956504, 0.057626481392802055, -0.21188381057482658, 0.1935843708174894, 0.2827773171543163, -0.26507898375636085, -0.2998803259411814, -0.4065666412759949, -0.12255436932907071, -0.05642402686105455, 0.03781013021366664, -0.01731786693504625, 0.009322836736393786, -0.19701980102266017, -0.023909466043055532, -0.13250015864144424, -0.144184815382598, -0.1266226045526166, -0.26779666411541286, 0.17274651933088214, 0.12078163506981121, -0.07835580787546363, -0.09633559433663744, -0.22169121066742703, -0.11535045088148257, -0.20542426808483905, 0.10063534926081152, 0.061157733003177846, -0.13134515668701732, 0.04003340688313117, -0.14738490966238016, 0.27131396543439273, -0.006395443130281609], [-0.2029027710154042, 0.7186904088716184, 0.10259366492739494, 0.2807202957286681, -0.08371836494121598, 0.275043355321139, 0.17297649695310302, 0.07828561743451272, -0.2363332379622153, 0.04189838742289871, 0.10889462762244059, -0.006788137983444693, 0.30287329027754195, 0.059776741956082714, 0.39757857905776994, -0.22835589558180205, -0.20513738623014666, -0.043653428981124565, -0.15868685063972698, 0.12443134254636119, -0.11927635811733969, -0.1440934133108567, -0.23505286576969298, 0.07690322002293905, 0.11873543375443191, 0.29347905920042927, -0.059354306688226034, 0.4409525193140344, 0.16269080600961752, -0.13355291180604031, -0.1508654996022035, -0.0983156641708942, 0.04576208121560563, 0.13596640370161678, -0.17918161813029893, -0.4483018117418537, 0.08354982136782141, 0.19700706498036197, 0.24525244570804608, 0.4287651081100067, 0.18922922491227726, 0.06492984060375485, 0.23767627847589823, 0.3954558614387929, -0.2031044975240164, -0.03716381287054504, 0.350367620188407, -0.1589978399306372, -0.0391642093442951, -0.08687185475683415, -0.09250863983971011, 0.11965737949702832, 0.15646276125165665, -0.25400075231708374, -0.010034087144159062], [-0.2806572636287383, 0.3144765437475473, -0.5944796722408432, -0.058908380842395885, -0.3412663348525672, -0.11873768031510412, -0.3626476458874514, 0.09187022179710014, 0.09346112391541417, 0.24339141780277238, 0.2641040871724675, -0.29832723627428676, 0.18691034066381462, 0.06888424887467476, -0.4533159873391684, -0.05926967190290633, 0.036384810899291166, -0.15797452526860367, 0.32849844409133305, -0.13915161394957926, -0.2710115174879156, -0.20780838866305976, -0.3291561267584432, -0.08322947412856416, -0.15379588983995823, -0.15612865342884363, 0.1937442725387775, -0.3388156718624499, -0.10883273358237482, 0.04537747422563686, -0.5049553481999345, 0.08120604463762905, 0.0065778527046895805, 0.1873081077647248, -0.14622944762589535, 0.1704357865775037, 0.11290616859364352, 0.013344721999219471, 0.017655857860942835, 0.02619088260333231, 0.16102091680040614, -0.0744443114326148, 0.05798544733791325, 0.33763550287718086, 0.2970488118136585, -0.163860484686555, 0.17888428388032024, -0.10875505406835409, 0.007029016821764968, -0.10346349087220481, 0.033796246919929225, -0.07647170528556492, -0.27513996697923704, 0.07672159891875029, -0.3269188776774879], [-0.2336738220435068, -0.4439411579985569, -0.13782826702124937, 0.3286268463497122, 0.1428433335716588, -0.010642963609049837, -0.26539489602843386, 0.036236102105374056, 0.4078427924931698, -0.11255697494850149, 0.050396863576746984, -0.05471714551134959, 0.10981685082300321, -0.3180602363670865, -0.16884812366701932, -0.2726888901890147, -0.22837822343957512, 0.052721765735348314, -0.23843393338524746, -0.12100638309779153, 0.09239560271762917, 0.27634068306946363, 0.0028350121679535014, -0.20632856396887878, -0.04284651784598423, -0.03179139502644409, -0.2957644335098753, 0.23651465730296223, -0.08124577596405345, 0.20660518298847938, 0.22006809410066064, 0.060902245465539004, 0.38045356184286877, -0.02655025201354405, -0.016822141675518834, -0.0380284397359363, 0.21022859851561781, 0.06302894612935336, -0.13714605189299106, 0.1907744586363545, -0.04235222505404437, 0.007404798982497034, -0.026172162696080657, 0.01865762263207269, 0.0838146525052001, -0.030423333747908902, 0.2579364063252142, 0.12023952407913778, -0.11147074159447645, 0.12566479874548264, 0.1101858330294701, -0.10389314816902939, 0.2086575036949223, 0.186877246827103, 0.27504035881199823], [0.0826171731256099, 0.1447439028256408, -0.010378880607171567, 0.006473534941288127, -0.059261299377243074, 0.013029762179006506, -0.3806560520597546, -0.13723344523823552, 0.18228367936194753, -0.053970437934791726, 0.24251741095213383, 0.11015911748284955, -0.06398951157444607, 0.09794754993900365, 0.25229853408778696, -0.24361830444831556, -0.2262577072344798, 0.15294690777657372, -0.07490191955547784, 0.21168853782281405, -0.25829476901017645, 0.18571547996579085, 0.0016237961238672535, -0.07863005592406071, 0.3579592080277547, 0.20268751709021096, -0.033258322843568014, -0.07316795280355352, 0.18495106260604272, 0.09218990213787279, -0.06344424163862555, -0.08368921303307515, -0.11747325408164191, 0.4051380665175003, -0.017011385738534675, -0.33862568066122667, -0.06125114103106633, -0.2830958950455402, -0.08325505360825013, 0.09956055780974163, 0.33360568367734844, -0.1368032552690807, 0.1549660329268351, 0.23488227910738366, 0.0959574134358682, 0.06819793985405335, 0.03002997890718833, 0.29741123415006143, -0.04327303296492628, 0.026915641429564437, -0.01539830700594116, 0.28459934977039814, 0.4538868247204747, 0.01262345466197326, -0.10435854733519179], [-0.1951367017673634, 0.4897674052856752, -0.13430063252842894, 0.04103435713520851, -0.3560207495478472, 0.19484735430033576, -0.1107433918904552, -0.48966019479892475, -0.28574800519077553, 0.3645909129224724, 0.21638579021461402, 0.030197751915755668, 0.22905080056649665, -0.103572309455362, 0.38694992558119434, 0.24317235666698495, 0.005345565953436826, -0.3088410450108272, 0.49728432505941034, -0.1523766169457998, 0.24971589214093948, 0.11895002403080926, 0.3267957245264525, 0.12200634875807334, 0.3559249942241478, -0.1417446196588114, 0.1837729945854653, 0.26763799079270045, -0.043695209625991716, -0.10028818475292914, 0.05566045099966286, 0.040070458375752745, -0.09761817142759222, 0.4211451992810474, -0.14584311004619702, 0.1527166890747226, -0.2047814579458017, -0.12232945011152088, 0.10422223309397827, 0.16422175112008539, 0.016381324031909828, -0.5303590183634346, -0.14445584252513816, 0.37296696204094926, -0.3021628324415695, 0.2559122076050394, 0.4577446140668896, 0.18080930782708318, -0.05018217058971052, 0.016238218548864765, -0.3440973447385945, 0.012067933382294905, 0.05995201882607161, -0.03320831186039355, 0.16555223600307936], [-0.016851181167968514, -0.02239896679550752, -0.02072950947167383, 0.0659105239618425, -0.3183922153575889, -0.012919266123920515, 0.13066800085821012, -0.07930463780737583, 0.4059824378536385, -0.45950314752179244, -0.15057937906032548, 0.16698294772810734, 0.5121626925013157, 0.4516404980484311, 0.0378899360596384, 0.21834370278408774, 0.08829693597644866, 0.17923197900172225, -0.27760631416140397, -0.021668906004911496, 0.32483299920276076, 0.05326390608306523, -0.03941868889651132, -0.13656061904086847, -0.11990207704513785, 0.28786868301300733, -0.20906328332362428, 0.010095650938132646, 0.41122549530061214, 0.23109224451946778, 0.35033963584445, 0.22800549390095706, -0.00048561468007727454, -0.049851174282018476, -0.05536459003779162, -0.32952958673315447, -0.1748046684178168, -0.2674546301374812, 0.08099303580234316, -0.26648271475494834, -0.01799528168205542, 0.05699933807480333, 0.15383640151070221, -0.03318294106208256, 0.0917117971089572, 0.10220548467542946, 0.18686450373405641, 0.35219053366315406, 0.3754415733840554, 0.2480632220422432, -0.14423246055686556, -0.0617243597307509, -0.3528798643155892, 0.41317325446953546, 0.2548127490078237], [-0.06065867974441734, -0.2658453573161096, -0.05649656060009966, -0.093072905299135, -0.2757808091339825, -0.12729769953201892, 0.06358012200829814, -0.17968925743747874, 0.3637481649273083, -0.1946896149762182, -0.12351280709211918, -0.168411786689746, -0.13749098207037969, -0.08206008573989727, -0.12728086948006007, 0.1200945693634876, -0.12870766535166242, -0.2597653257867204, 0.4737396731790426, 0.032279333584810034, 0.5339951774562384, 0.47894186939658734, -0.24528379674342915, -0.162267264784851, -0.19771789934058795, -0.08043495817567159, -0.10372532553568065, -0.3654516855782136, 0.406841767763857, 0.13252943926541172, -0.101072265933729, -0.4700238563219658, -0.18853432052678973, -0.19271531408518652, -0.1826181829376608, -0.20440170455962525, -0.04951339315579332, 0.03689913443917675, -0.15414754951909107, -0.43590269276989546, 0.041029527338062394, -0.25509879935873747, 0.20872313196109085, -0.059682681759966764, 0.15041246501105976, 0.06912717744532648, -0.08671770042679303, 0.23213702905943748, 0.16054169826793652, -0.05349301390774721, -0.5073657471165814, -0.019539437018961853, -0.22977738687020866, -0.0036842987904915393, -0.3754580957813712], [-0.04593600217323092, -0.21594138129705628, -0.027845115651278295, -0.02275804965064833, -0.45965131711099805, 0.44977863319180433, -0.04911471866220888, 0.13714376996464808, -0.36027723929513716, -0.25752207092128143, 0.2512574899386447, -0.3881097304708463, -0.09395999638360095, 0.24012898836280303, 0.325671341798904, -0.11642718959233143, 0.1963036047321844, 0.09830347828113561, 0.019612784586930658, -0.13014841450735154, 0.007009505898244037, 0.3327964128587119, 0.026999809224580576, 0.14341777297769137, 0.07041507311625546, -0.19735516156300406, -0.22594143122617646, -0.1343450552695587, -0.5098921896135666, -0.1621390888440411, -0.01720451591329536, 0.3411348288228092, 0.011126274455856355, 0.29258062214199915, 0.09881773316366278, -0.035395798053003295, 0.6338107849766759, -0.16163834969136745, 0.07644596540803518, 0.15406793793870216, -0.5149622968091168, 0.0001433071765007607, 0.2227099971401465, 0.2853578730222334, -0.23163283711174695, -0.0743119173535447, 0.06741202162863522, 0.024637809411251696, -0.14744096713859275, 0.34096162962011295, 0.17783730477177725, 0.028468185562872745, -0.5023786965976481, -0.2781079181784721, 0.08878568554845331], [0.21323059770041636, 0.27624237073815777, 0.06255417478943057, -0.49267591068592476, -0.15396249320571564, -0.06562316243201828, -0.5659380879062403, -0.09632731616197363, 0.100915695867475, 0.2945532932003072, -0.0241963404144773, 0.06354502294745734, -0.2165402209332021, -0.10222590227025394, -0.2088940796881493, 0.565644997253836, 0.382333726453528, -0.20946125426454323, 0.22403775324644493, 0.22717123695573196, 0.08394209136976434, 0.18143784286714568, 0.005120400261425122, 0.101932279663439, -0.14415147919841795, -0.019948115532154483, -0.05448114540945502, -0.24330095207069655, 0.19790596370960545, -0.2338781146411587, -0.08952948355099495, -0.07439742565073335, -0.07244724862539285, 0.17745681356867432, -0.0319018207576048, 0.08149811725279257, 0.18178898794309792, 0.11371025073042787, -0.46997818356570553, -0.09607201673574992, 0.24064178289322669, 0.030430355780149302, -0.2685875204140473, 0.15151159417005522, -0.18903859025439326, -0.1983973777806484, 0.489087825699088, -0.10265500600736102, 0.3853499529091605, -0.17945658333051567, 0.13991103256043458, -0.17346266754359785, 0.14084762381638588, 0.1311339240243647, -0.12487088941119476], [-0.13404681108425903, 0.31723977127338454, 0.22198567636354835, 0.2453313833943021, -0.18614476458658566, -0.42055466842485445, -0.13674402070321465, -0.10689250203703624, -0.32952438776219906, 0.37127292273191287, -0.20850279485708434, 0.15557796435224952, 0.10929280170688047, 0.043383925935699036, -0.03260894033785689, 0.17547829196707854, 0.2245679911096942, -0.36827319334818953, -0.1061359507071747, -0.12487651170708017, -0.3293322497093359, 0.6016124476196675, -0.23828502220676762, -0.2467960525974312, -0.20323734364191598, -0.01811346012302789, 0.08240089666976304, -0.4820115664440462, -0.00043970376483219026, 0.057135550392015025, -0.08019118949882609, -0.3460497689300207, -0.3407681475129256, -0.10025959562328235, -0.006704200976885379, 0.13824688869561724, -0.23881880274333214, 0.1250472358496502, -0.29244404845083377, -0.01681393546525358, -0.08563640901098996, -0.03866041541272242, -0.1268405528105963, 0.06320740025749376, 0.4064625075015667, 0.3755669618486633, 0.02096735833473539, -0.2324843800014333, -0.07570268359202803, -0.1368410610679921, -0.10240123339446613, -0.012050217302644335, 0.40713426402647535, -0.06798844477429807, 0.08394773301295826], [-0.4343070414413498, -0.17690012979387834, 0.021727938669299424, -0.20762200487697918, -0.35682826670006956, 0.24762426471859805, 0.2490931696368065, -0.2686181245563959, -0.3205016519779444, 0.14369661436758424, 0.1469345873377971, 0.20959949692981275, -0.03042540000433764, 0.0907310665807124, 0.17245445821349623, -0.14856350199087665, -0.1558286736294344, 0.11474575027935952, -0.1988327830024337, -0.03438380752107673, 0.020605256681338266, -0.17503893458420924, 0.2435693406431121, -0.06312327187590167, -0.08392164045239599, -0.569340853107011, -0.06630307652880686, 0.372569298172719, -0.4485561463759936, -0.32612921598128963, -0.322912818149701, 0.4577648070110144, -0.34251943228799214, 0.20915931041056482, -0.3621961289969418, -0.035495349548414774, -0.03226334718136524, -0.06173760653226291, -0.13231996197490628, 0.004581167066041086, -0.2360490976645266, -0.5374004605773588, 0.12103029713024238, 0.2529662563330012, 0.10154682046360163, -0.2971324921706348, 0.06216788684659362, 0.15011734954498662, 0.020590983049450836, 0.09273775892229581, -0.11920214290027639, 0.2260521149451435, 0.38677262695653986, -0.1597396598618765, -0.09106184391833219], [-0.04340145922757934, -0.3285307197614757, -0.29843517272489034, 0.08327370799731575, -0.06915560669501125, -0.007642919819786915, 0.11316044650427239, 0.2086464752203671, -0.019021925687008966, -0.047665291186714205, 0.2416608490264176, 0.342260094988844, -0.4584008124837011, -0.36194031681328687, -0.17857435608701305, 0.2948212595559645, -0.3284256628593363, -0.049293101519737356, 0.2582005445157346, -0.2410628854508511, 0.3745554766159131, 0.07322577205215511, 0.0647050575369385, -0.3821910655250873, -0.2558995560757005, -0.6131006022334698, -0.04865397629843342, 0.08214752048558008, 0.0774454360871733, 0.08832189407396969, -0.08954325682672572, 0.22940371428097614, -0.1657676098843958, 0.2471475744331893, -0.13749812464428382, 0.027066478737934545, -0.13990343363577387, -0.10662514008249435, 0.2436742781292239, -0.17134125635460945, 0.19192440015042297, -0.03458333275519132, 0.046300258043049686, 0.3435871063026744, 0.004760662854784558, 0.27848388928520323, -0.6355446013108819, 0.07144379700978692, -0.1536884816492982, 0.06897325830285145, 0.13144677800711932, 0.0334275742126119, -0.11438639173019123, 0.005940000665443521, 0.06810711932314065], [-0.03899926598905312, -0.12253395982953275, 0.13065175848279878, -0.08489227374315442, 0.1755982279042687, 0.162394784950324, -0.0032836131596557716, 0.26889021832198245, -0.28831628904224665, 0.016150322674260465, -0.19603039030165345, -0.10818444470540034, -0.1577670138410347, 0.14273648887757054, -0.15672445714565553, -0.029113731617301006, 0.018978782848244634, -0.19084177388293955, 0.01555369254119969, 0.03773465156813623, 0.4218094489110734, -0.4555439545556555, -0.06443734775421567, 0.27944186978168123, 0.3404782053399114, 0.04254646287148911, -0.3941842048297232, 0.21488563982949055, -0.056107556598154994, -0.08191187615093642, 0.05188126878346902, 0.1805161934465306, -0.21511904610942864, -0.2648099073897993, 0.18370205669139972, -0.28546027632141896, -0.05292617138703716, 0.1354496055248304, 0.3183407646822721, -0.09067611760275016, 0.20911822722363183, 0.3209830626041078, -0.10517399916643708, 0.11683188998228736, -0.08914398263090445, -0.3118097134277812, -0.08971129174131266, -0.013975501039167951, 0.4180041039874676, 0.18909691030995845, -0.3834947640007274, -0.33782881163118295, 0.2810747455582308, 0.03189360246910683, -0.07021704160796324], [-0.0019700631085467907, 0.04382073092638978, -0.07757080607076366, 0.26969275215351196, 0.07710018810814935, -0.016529579965225062, -0.2868889580970206, -0.35794564987181526, -0.10920765246277826, -0.3342988064332957, -0.08176200667623351, -0.2540828101007523, -0.3152067258322583, -0.2748357428338851, -0.17594482750400453, 0.2815551538574286, 0.37127907108058733, 0.40997765508747963, -0.144836651256466, 0.29690283532396305, -0.0017114137830521077, 0.368055121993813, -0.31816550485842854, 0.17302747901169604, 0.3032995168819017, -0.3765948814766355, 0.20695309269843154, -0.056816324851648496, 0.007127503244222146, 0.04981578288077189, -0.21448438521719865, 0.20453568047543455, -0.04283823757965794, -0.058155155106448544, 0.09854530909282423, 0.5065203820627063, 0.059428294895937796, -0.2587537795707685, 0.31092552648037, -0.054610276351217096, 0.2893464539287653, -0.1356846568924188, -0.06862724878493548, 0.1786503588823196, -0.3051226571621881, -0.11989666315670264, 0.11050047289255421, 0.05408821341644954, -0.038876828512554765, -0.058953478821665635, 0.002308877259541358, -0.15444694740900217, -0.37031090132166666, 0.1769147566946952, 0.09665317853163735]], "b": [-0.13447750132392908, 0.1984283586812614, -0.13556737972912875, 0.32359786578217187, 0.008358378863297124, -0.13378302802893946, -0.0005151571934579949, -0.35111228258068217, 0.25295438431974515, -0.31346832665743085, -0.43925339086741455, 0.07262874132786734, 0.09105200741441043, 0.30741731646695986, -0.3481129176950789, -0.08678982857874493]}, {"W": [[0.2766747417947688, 0.42467970943156663, -0.04361872423650136, 0.38798914347653796, -0.13130358009939255, -0.03728676808239924, 0.22387528883349453, 0.040151833571590405, -0.06423237591254487, 0.17267594660195523, -0.07917267399684708, -0.21209478774251828, 0.4852629592341916, 0.4494495264010364, -0.26649727630474906, -0.2734520790929205], [0.09730569434586239, -0.09473145537984563, 0.3761238468643881, -0.15497457363392397, -0.06018926004416689, -0.4072695031255983, 0.10880348455107915, 0.08371209135472951, -0.21274127170211027, -0.04014099964388747, -0.37008623913674443, -0.26124746990543113, -0.3656025154827298, 0.11986321828400183, -0.2012920744779329, 0.4053432236167111], [0.05823609583531937, -0.015556248715322598, 0.32825019889160556, 0.10464805681288664, 0.5164217654722683, 0.24121962118344104, -0.01362001473635896, -0.1474647926072689, 0.07545085558487578, 0.06972975695885467, 0.027845126051583118, 0.19368543175342803, -0.10554920466993799, -0.3802931982372256, 0.09552033649171009, -0.20545438200854543], [0.21530738744544975, -0.09120552811087668, -0.1922078171314747, 0.25311601696718844, 0.0021828492435876992, 0.3189392567520112, 0.3766098212610255, 0.1518176855233081, -0.017889048217845267, 0.46498005536939163, -0.1338196713635484, 0.1784590457389943, 0.258288017127045, -0.0773642617405003, -0.17363410406311577, -0.23309543289484738], [-0.19084966624789174, -0.15871257571592326, -0.2265137049304452, 0.18725051758872266, 0.305988515236358, 0.009588950879626246, -0.049300108757589556, 0.31075598509783026, -0.37843018554625385, -0.27116841456892876, -0.31952813163159294, -0.26477124618811976, 0.042340691345037915, 0.3344591674416478, -0.2443811017454589, 0.09820776580462212], [-0.5690332179237644, -0.1512154179036299, -0.14045937137834008, -0.16227138182974263, -0.02803155284320794, 0.3707143132149341, -0.14390928390659272, 0.009113108421812755, 0.03182832826311824, -0.07784984868535716, -0.18526813294710429, -0.13558858679064778, -0.5554639403765803, -0.03686081578862608, -0.05642003248016803, -0.028090152191729292], [0.04283796015735486, -0.2851682567608981, -0.4731223453809885, 0.3811576529299908, 0.051969977059335995, 0.2801575227606532, 0.289586338105582, -0.19244069441373934, -0.2048357102317085, 0.21516440017168767, 0.2563463084244476, -0.3210679996000144, -0.475615688851279, -0.22373771419778818, -0.1840768406302217, 0.049929971388935714], [-0.11999987687280751, 0.016047546185637813, -0.041020639212987244, -0.14974885292364876, -0.019279497058423745, 0.058552887729737386, -0.3406280565517887, 0.2995506524704366, -0.16475222709466944, -0.011782518484960914, 0.024205895766488423, -0.015777556893922864, -0.11245475987721125, -0.004344664239005324, -0.30650802861516463, -0.5266872262131034]], "b": [-0.004487342916611507, 0.13091935643834327, 0.26015373251864116, -0.05690112448399569, -0.3847289689413021, -0.5477314999801709, -0.13866630593625498, -0.25529515074875603]}, {"W": [[-0.058963265818476204, 0.029999054223417747, -0.017077762734280286, -0.2561360587639073, 0.18972743305126863, 0.27167654509015304, 0.06973892986873031, 0.12356987912059843]], "b": [-0.17365167531440073]}], "training": {"phase1": {"device": "mps", "arch": [55, 16, 8, 1], "epochs_run": 22, "best_val_mse": 0.296374648809433, "train_bars": 2861, "val_bars": 141, "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, 1D.csv", "data_sha256": "ef80712967b9d8f3825bf5d5960731a38a47a617a5a93d2b6c3388567e131a15", "train_window": ["2015-01-08", "2026-02-28"], "seed": 2121, "regime_filter": "all", "created": "2026-06-25T00:55:15+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": -8.760101228486699, "fold_calmars": [68.03471317642163, 0.0, 2.047361183518673, 5.556444227470201, 3.8994639167732226, 0.0], "fold_mean_calmar": 13.256330417363955, "fold_min_calmar": 0.0, "robust_diagnostics": {"valid_folds": 4, "drawdown_penalty": 0.0, "pnl_dd_penalty": 0.3333333333333333, "trade_penalty": 0.2888888888888889, "negative_fold_penalty": 0.3333333333333333, "fragility_penalty": 0.08, "fragile_0_05": 1, "fragile_1_0": 15, "trade_target": 15, "base_fold_score": 9.279431292154769}}, "recommended_thresholds": {"i_long_entry_activation_threshold": 26.914055580325396, "i_long_exit_activation_threshold": 86.88923992720581, "i_long_exit_activation_confirmation_threshold": -85.52438682213685, "i_trailing_stop_threshold": 30.0, "i_use_long_exit_confirmation": 1.0, "i_use_long_entry_confirmation": false}}}