{"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": [[0.11009321700488599, -0.17491305637511267, -0.26044353696682404, 0.0378496604305401, 0.4784022373969005, 0.022762890756489528, -0.12902687221561732, 0.23062495858746068, -0.2744455254129603, 0.09179100776685425, -0.5478886589300396, 0.2031620265354436, 0.07316967566018619, 0.02473048827417244, -0.09391683480861662, 0.3065281122342907, -0.2763417933551768, 0.11114064351574227, -0.2967792097905176, -0.24810887275899654, -0.2595810120750034, 0.3377799826034376, 0.1921265900732652, 0.0004775149228223325, -0.2404088670731268, 0.23615477172327556, 0.15250826095654854, -0.17813225272848848, 0.11573753232425138, -0.2947388796133308, -0.10632611672361575, 0.07720021134977746, -0.2194069437270152, -0.10558420176377478, -0.062433969505479726, 0.1411985224365, 0.20744024952632933, -0.09278328632055577, -0.07391467422625589, -0.3235033154176106, 0.0723768303650314, -0.633613610794542, -0.06567515402538428, 0.10386331503303751, 0.1053131937672446, 0.062478907867495104, -0.0022887540500136365, -0.22152599992428834, 0.15093929415341403, 0.5556221981229079, 0.33716259339763177, 0.06478046983751161, 0.12443468469546567, 0.38499262844970417, -0.11703706785543906], [-0.39432099558144346, 0.2644587343619622, -0.07314439189248421, -0.2733781372239217, -0.7306923388412666, -0.036868213783422296, -0.016201207760459316, 0.13723021210821926, -0.07789834713572033, -0.23448530514926508, 0.1297488544698889, 0.1354455735533953, 0.33203315971571834, 0.07774033972924264, -0.1530639732428517, -0.09608957255711073, 0.2946550345077137, -0.04786788896631549, -0.20142969973868866, -0.28821625613613394, -0.24785342218801545, -0.34456866534563696, -0.024765066478197557, 0.09080237699048416, -0.005602250071357626, -0.17900774459718855, 0.18545258895042666, 0.10049681339162714, -0.03019180101154835, -0.06943543187866519, -0.18933316836859593, -0.257994199623019, 0.07848657566429194, -0.25002583632856695, -0.20802599733790866, -0.17654577989807957, -0.029763097794817513, -0.17651259073709596, -0.20142724107674664, -0.37463136910506456, -0.2978912407124794, 0.18964266172061053, -0.003934075358080675, 0.1249059895089824, 0.211772347450156, 0.19485512069014374, -0.3984376055411805, -0.10199886651054128, -0.3706370429272864, -0.015673746424358228, -0.004544447148199474, -0.006891037353519522, -0.2667943893084057, -0.3724330819158957, -0.2552284981558578], [0.3632820124085062, -0.2214445434513324, 0.11989292525397958, 0.35848646092451913, -0.1174733094445707, -0.06941943055363879, 0.2479315112243277, -0.5800138337553833, 0.06733785363644641, 0.4134389532539214, 0.03597034836915476, 0.1321517227337964, -0.23577720173702602, 0.3391470216869539, -0.263692220465791, 0.07735979988005978, 0.26979565764203667, 0.46922166261484016, 0.05433857573189077, -0.029974567586756984, 0.4425486100492788, -0.1959778425469904, 0.002490733598103866, -0.14941692151998245, 0.3927455241905086, 0.07984032919641773, 0.29742520517909277, 0.01897450845264352, 0.2452624982928766, 0.35838714864137855, 0.09925940215195678, -0.11550447024749194, 0.056859415202763545, 0.041099568187139474, 0.1903665169642768, -0.28258926354339287, 0.05704869593046692, -0.2820085978565109, 0.05399846576164745, -0.14105921312994885, 0.16716271837557217, 0.18342611880696968, -0.09335628070448326, -0.07324116557446092, -0.30114597902456, 0.03905505260062443, 0.14222972554233915, -0.10121860183908969, -0.0007028589264916601, -0.059860315329162715, 0.07118141261662977, 0.1408543141372332, -0.24755134459954797, 0.19449122539876113, 0.08153521759331182], [0.2864357585705661, 0.36783930013193256, 0.10186568116604842, -0.14132976116977944, -0.036423592998018874, -0.05356110150421704, -0.3852102750375926, -0.075242006224966, -0.09410625099728673, 0.056194774355861746, 0.22265576509690327, -0.17394114936193456, -0.030417853888383993, -0.15221305413518804, -0.06492989621600273, -0.5457231433346286, -0.26964451113009824, -0.5816219651636365, -0.02443689486495173, 0.4071697457599734, -0.024026290668288992, 0.11812536094840821, 0.4545504393618614, -0.2696551871527126, 0.22180379782517648, -0.09063398259663925, -0.25334171263552147, -0.14963808338417198, -0.027278768832846526, 0.048575718529559296, 0.1872981135012051, -0.15411131823086527, 0.14062308998980322, 0.301283303944298, 0.2135425699484932, 0.09208808759006697, -0.10647728855818024, 0.347706359708308, -0.05237630783929978, -0.04591553855905732, -0.12410704453278142, 0.13607326031255318, -0.29642367704728995, 0.0455293665344676, -0.2503416939574031, -0.22342970405274623, -0.05111131058055455, 0.3933002724061329, -0.23937599346588606, -0.06927698524280207, -0.32730165987148957, 0.13746084721511914, -0.12615252733029136, -0.2679363651945198, 0.05223065438995552], [0.35554257641406684, 0.47072230860535624, -0.2598870774036679, 0.09291881369587182, 0.0619373742511493, 0.008157044723006122, 0.1792221681692341, -0.04446980181712004, 0.21851219550530812, -0.05518776077866658, -0.34995712031256954, -0.12881865373385823, 0.04745434933442623, 0.24501763429507595, -0.44938917323429745, -0.06666833541030812, -0.3630944765499073, 0.2590887917508389, -0.12646977992012806, -0.05543566623556278, -0.03226397915895523, -0.13418176384022384, -0.04116387246803124, -0.31015251309696834, -0.10967230638186978, -0.08088747254733743, -0.30554315267773596, -0.15367577222881507, -0.11518964019409536, -0.026242132150869936, -0.36229245026903134, -0.222347203532476, 0.26827970758284253, 0.33701861246513803, -0.21152471146806642, -0.21802075737285925, 0.05627406939423582, 0.13009159778277898, 0.28093387642867296, 0.07694838118747771, 0.12365455768915276, 0.05317947354368036, 0.08459953894191448, 0.09662070425399163, 0.08763026974068432, -0.24270783438120785, -0.046492972892308734, 0.1715944249635808, -0.07348896556416715, -0.16991070381041584, -0.03615920006306632, 0.025300456797642472, -0.04984802670373363, -0.2753059328808635, -0.349133567887922], [0.04252022552875029, -0.3517572905129702, -0.15453550395484525, 0.18531799433546703, -0.15761810653415984, -0.0004009196619303747, -0.12677619513990418, 0.1575496966249102, 0.5788076359548764, -0.14098398531799256, -0.06991140362775988, 0.1746823724391526, -0.049819030143201624, 0.206983133019695, 0.4467537168862076, -0.29045376603537987, -0.4446313521087102, -0.2448855776697504, -0.1060707213507149, -0.44807743869712136, 0.18326129191634433, 0.06818584866557413, -0.500946485271672, 0.2654469432156075, 0.2387982043886528, 0.009541062699407132, -0.4466205777739664, 0.2308425574161138, 0.25615510058785357, 0.01731055031950425, -0.40602537080285905, -0.4209882137799567, -0.05160411375730074, 0.0009421817969476991, -0.2533206512400462, -0.20515944896876914, -0.017980220913483325, 0.14076863941747464, 0.3240519733885783, -0.16705196115624177, -0.07723524652894678, 0.1362326165889827, -0.11149736252798471, 0.4263392422114704, 0.03268775915702052, -0.10284236783877387, 0.35766502590579735, 0.007178647358676824, 0.0628586723350269, -0.011080573669248733, 0.1992309538951159, 0.2524964078795598, -0.03678109038805666, 0.1459088262455973, -0.29550038606954665], [-0.1570062586039295, 0.37350166936050144, -0.17832246860714274, -0.06253426383680429, -0.11206538062815252, -0.014232467821981825, -0.25738254444612657, 0.03140247601642181, 0.07075347734138908, 0.03455790794383163, 0.3066394686637365, -0.12776676742499518, -0.394167959419617, -0.08689397915350425, -0.011824475188958974, -0.2956922977238406, 0.45250021967846965, -0.02970332903990651, 0.1196251283619032, 0.021309665067241378, 0.19139625954957046, 0.01783537975848155, 0.13928573694961915, 0.03357356692986713, 0.07801404890342889, -0.01502527228764494, 0.03792956196619762, 0.0691401759277242, 0.1429397760070795, -0.024068236572731376, 0.09566928497956892, -0.2884792897462211, 0.3671124114022589, -0.05093674806401949, -0.17592249390542378, -0.08227821425186438, -0.23890070733876312, 0.1348865777459846, -0.01941197829573823, 0.3658997752663596, -0.017507390054186653, -0.23562845210099045, -0.13683600873729357, 0.1445575298063035, -0.22247868651309355, 0.02482359278282129, 0.06991579768644365, 0.08003828286135711, -0.3716715602488795, -0.17336703130818298, 0.12338975298076069, 0.13766004166580167, -0.10877346214903519, -0.22804535989638375, 0.30464852628083045], [-0.11546376706254141, -0.14398126008817155, 0.08519833818667308, -0.17470266168645426, 0.09778581663002817, -0.10120540890172505, -0.07433146105206005, 0.0070997383687349536, -0.13247122755453442, 0.20214025086670998, -0.2563204832964679, -0.253253645849689, 0.3309573618322562, -0.10024076097225611, -0.2340643999850564, 0.22206852538596714, -0.1022226137499711, -0.22643158050687665, 0.25845680850938957, 0.01523860674434624, 0.021224410929637005, 0.022990696862629417, 0.1058442308304763, -0.25278478909037766, -0.17353382040865364, 0.049344568003076024, 0.16087242294139478, 0.12596321594251547, -0.2637449146114734, -0.36065984593739764, 0.08984095317570803, -0.02807233493779586, -0.022053374700092047, -0.2571035466867998, -0.30572478470983366, 0.017695380061254505, 0.1011636615669584, 0.023086902910634657, 0.06132378423961152, 0.010399902008713567, 0.3070123896697845, -0.41632691532281, 0.23039471287696095, -0.036113406859283693, 0.05814864760196156, 0.3100232586841834, 5.881556863444534e-05, -0.040965540105530496, 0.06796538573053379, -0.20434780453511794, 0.013532495233669894, 0.02656353157349638, 0.3539702167533767, 0.08701670653885182, 0.05124310071677319], [0.01159895479653138, -0.28635119745520793, -0.04654129723457051, 0.2810253208207254, -0.4137986381090696, 0.1224184238593147, -0.029471112826003384, -0.029613683579860436, 0.11952088804699465, 0.33746181821050175, -0.11765776587739063, -0.06802423148528344, 0.082660410476027, 0.11885553351473477, 0.08968629286757465, 0.10042388170979687, 0.03809487158804243, 0.40604806052122944, 0.301047779500867, 0.2087084520924476, 0.2858813607053043, -0.1330104272729514, 0.05587927519751143, -0.17428722027510077, 0.3546635150925679, 0.13447119476845915, 0.39971241898656307, 0.276081712284518, -0.3974205105631563, 0.07996052692991783, -0.16826044038800975, -0.21506528106399628, 0.019257852404863315, 0.16630159083403412, -0.04056624912608771, 0.11713179148593052, -0.06984979972186489, 0.12344694396473223, -0.15203530621337522, -0.007832301738919717, 0.08887095529222463, 0.020175644500263327, 0.1476878300218311, -0.23196746791256198, -0.0016774610181072055, -0.026068980424493286, -0.04492307078288041, -0.011375438265864977, -0.15914626918823585, -0.6797923583859274, -0.07124894150847225, -0.03780168754481366, 0.18539192023639126, 0.18653219738556454, 0.0643495067040753], [0.20518060700455862, -0.037054709821218876, -0.04853153413683465, -0.127583239633177, -0.06834109231046809, 0.13338898180767428, -0.21316960713329633, 0.008890299685412904, -0.3521283757568421, -0.2548966831433561, 0.14035903026147659, 0.061126425546355126, -0.03240122062252888, 0.31363872390953673, -0.3529973553858345, 0.471991026792379, -0.040636783504953936, -0.050792967650689545, -0.03526741901812133, 0.057428498457460196, 0.39142878926680924, 0.2091528472939171, 0.17710792555339813, -0.13153117439244735, -0.3290571634201198, 0.27706190834312716, 0.21994549602723942, 0.32727833580909466, -0.5271049117214661, -0.19645514068205366, -0.023431492839536626, 0.05108533751360542, 0.11998263395921359, -0.12144006958050414, -0.002733082310670109, -0.08557548400241867, 0.14110492917330847, -0.37832305868643556, -0.37025290342647343, 0.2633060873061557, -0.12981845746455462, 0.07571524022210405, 0.07456822735744498, 0.011503398216551112, -0.01002527806750277, -0.11535386201562661, 0.09171056409907848, -0.5668919405772728, 0.22207746839641657, -0.34581989284156983, -0.09443385399691145, 0.052811625200704815, -0.03325554522697731, 0.000791753517393556, 0.22192845159001795], [-0.02578367738617901, -0.042714638443896606, 0.12320946333614836, -0.0732659937084505, -0.3601532546088425, -0.18999037011750028, -0.23204097559929646, 0.037673330430724794, 0.24014336300734798, 0.11792382024926559, -0.07188741612321561, 0.22913132742372294, -0.016824268320102247, 0.22771713571660315, 0.38471161223377964, 0.3591224918428807, 0.1969209771099304, 0.07811356318584163, 0.08459262047934296, -0.13293311193625465, 0.210949558279345, 0.2380933481801516, 0.07984764146747975, -0.033057107810120716, -0.016633166213327867, -0.113744673823542, 0.09433217682053072, 0.00989609401529179, 0.08409563266694184, -0.042079581495500507, 0.33243739200400046, -0.31033946996952105, -0.5482861790969275, 0.2698321549159618, 0.03170413268381177, -0.2867868772925001, 0.19216161291497627, -0.041115733331096624, 0.001166338712597123, -0.09807980275853176, 0.23524210403962925, 0.009748144438044094, 0.05989489491202666, 0.4377096502109673, -0.08129672229836497, 0.04848428059356415, 0.02559298799737988, -0.07140919820303926, 0.08554203961032197, 0.33750855145489184, -0.3554938116119609, 0.1926679102948801, 0.08822230351086265, -0.17292825221012653, -0.1653282885744817], [0.04375138579803937, -0.009039350544660124, -0.2961187347093253, -0.2954359856233165, -0.05003124855075916, -0.09098744568031127, 0.2632350744837239, -0.1492682617166218, -0.05546778623198295, 0.0173654461028411, 0.04947448076323728, 0.08105060817580292, -0.2609207736142664, 0.12546793844597368, 0.43746830480398713, -0.017608136796917806, 0.007661398342992266, 0.14174724674993983, 0.22567272729706483, -0.09535459243850118, -0.12964564868914, 0.015023987000243877, 0.06502097210175217, -0.6048009221157369, 0.08699357444972697, -0.43238282443754505, 0.05050924228380306, -0.3043049369071257, -0.10192373240756619, -0.11884034041477572, 0.28669818268473646, -0.5135614410931989, -0.0340845784298972, -0.13659927012951975, 0.18410250769746606, -0.09520986274412449, 0.03039330430227681, -0.3328168266440047, 0.2514778532601974, -0.012983584495328306, 0.0379828192418351, -0.16331078637485705, -0.1414068641385981, 0.19788779612969806, 0.00020478404544697557, -0.09546102741635831, -0.1658049701985425, -0.1582028324003426, 0.4220576510647718, 0.02830379567371731, -0.07757096630406318, 0.09810711933554861, -0.0015387530878760505, -0.28312866642776274, -0.1825464235597502], [0.3143426397410636, -0.3179640596064455, 0.7318614981398411, 0.27388976754744165, -0.3381274382025802, -0.15096173379095584, 0.2923342969965979, 0.3740178972691727, -0.23796658129212978, -0.03428894695924131, 0.19425410833948717, -0.19808089752298033, -0.21102675057750114, -0.26540949495719535, 0.02290287819111312, -0.14319725920677512, -0.012425750186006689, 0.1205236979750078, 0.1552542292671906, -0.06938669207603212, -0.3851462359889061, 0.2014999126515587, 0.2536445200031462, 0.261016631871153, -0.17404676382873357, 0.07427495475800633, -0.054897302684831756, 0.20535969945369714, -0.22716455992991605, -0.1387928618339594, 0.20901664986740204, 0.23871069583530036, 0.040327707386495784, -0.09551013054665121, 0.12444045934393928, -0.14531684439194564, -0.24424588329359698, 0.19243679599240723, -0.1839094882410549, 0.6287810571144468, -0.2265547854109492, 0.4094205942297006, -0.12374543890265445, 0.015215769299225884, 0.20178155635697484, -0.36940796374718665, 0.06324313210276516, -0.27212866119936635, 0.261981181032482, -0.48817432852708786, 0.17058589276867533, -0.4950814845295261, 0.10500530802058046, -0.08625069553129767, 0.09124899287163908], [-0.18175750403146415, -0.23311813907790468, -0.1923905704537491, 0.16246547064225045, 0.1829415886740599, 0.7802044371114162, 0.04388526239237946, 0.0692958711082035, 0.13041484683639293, -0.01118721363147087, 0.1771547749612212, 0.31027178221849067, -0.13934553483674997, -0.18137113617970377, -0.11272363890392612, -0.20902104316942136, 0.07475600657162654, -0.2634799999721306, 0.3442917022475282, 0.16496692987418968, 0.21024664093873466, -0.2785762392733636, -0.13421910411942678, -0.01571401855348737, 0.1636905408999647, 0.44734123089725, -0.2160176818266266, 0.18087875658271294, -0.20963181615427023, 0.1692135515660299, -0.09358352644790353, 0.15610418225647962, -0.25669885911010826, 0.07839272819383702, -0.10139853626044189, -0.10843171645728739, 0.32648405398488267, -0.4315342593120102, 0.08211830563978945, 0.1852132932310781, -0.10750853261947187, 0.05580138001026423, -0.349421865681491, 0.07139808150945683, 0.013865079365017702, -0.08889186183058541, -0.1128013594057988, 0.25356933528841674, 0.15491129642681434, -0.09552165120102903, 0.09871219658627294, 0.09850760115611193, -0.05362087541333614, 0.5204639128062856, 0.14567996276779002], [0.055318145943222874, 0.5633830227355923, -0.30485957119952756, -0.10354179381140102, -0.13827099448449945, -0.20333542409446026, -0.19327870542259634, -0.23447903852802474, 0.11312290770088487, -0.07968299101983559, 0.15430711622005538, 0.2193345756076496, 0.33594280209772703, 0.12916595219043986, -0.1713927363622033, 0.19878110098385748, -0.20782416407840654, 0.03873001198027878, -0.07815020175737959, -0.18600826364805398, -0.38819699614421493, 0.22980430656932516, -0.05693160272100295, 0.01775899818794488, 0.22312223612031598, -0.2010181408109334, 0.00667203988640221, -0.046317789631056996, -0.18360453103330848, 0.27674940801784237, 0.059893341039919584, -0.29961391636111645, 0.12687875791840283, 0.44103715128400917, 0.322465579220037, 0.026528549767123946, 0.1900053198499026, 0.37963618897063767, 0.11709596560256116, 0.2627633270895691, -0.1794033225464988, 0.41842390061013224, -0.024967027769960938, 0.1530822825158261, 0.04668719319411678, -0.038310700206438675, -0.06944490868269251, 0.04201543811624856, 0.04172989770907411, -0.05820160959312992, 0.30046859530145065, 0.041124117948739373, -0.16270447233296062, 0.21598422009754736, 0.2973752525294286], [0.02253028567352376, 0.38229651712658796, 0.23267806420038278, 0.4200909132793145, 0.042158343290803174, 0.1277042198532118, 0.24138909599345187, -0.02783788669296782, 0.0730766288511985, -0.3462024738302699, -0.4070393414590612, -0.10495038350124605, 0.23098154814763816, 0.14085461653728065, 0.30967030807781115, -0.0028630129346408025, -0.012561817945815477, -0.2821849976863976, 0.13233323034316807, 0.01623386014205505, 0.0539881215351906, 0.12984080181984148, -0.13506763896811172, 0.12250913919755241, 0.17275582753534405, 0.008837004860452684, 0.09321041021776846, -0.05382529408363319, -0.14846716462758203, 0.06849914960470316, 0.059566097698694906, -0.05008528342687977, 0.46071753373613866, -0.16586308316863332, -0.1991309106591206, -0.08894161727254155, 0.10811715949492766, 0.16361760448659504, 0.3913424943073094, -0.21832886616613292, 0.19914079464331527, -0.1891236949666553, -0.28348695130186713, -0.2024781957013706, 0.06471826003519231, -0.3258430657617861, 0.34326443944015406, 0.19048297285733984, -0.2859406375400775, 0.28872656132389124, 0.5578934879450301, 0.23234130745591955, -0.11454063493713776, -0.10726715301179793, 0.3126083671806518]], "b": [0.08762095433820355, -0.002129952216265392, -0.15048580595893007, 0.1067196869904197, -0.1998510945517059, -0.35208441471214963, -0.13815600373775594, -0.07380802670965178, 0.3706629378845524, 0.050781066327366585, 0.19606387280113746, -0.21454807116401375, 0.002792453585417992, -0.15876922805445542, -0.020270730086939387, -0.38145550715324167]}, {"W": [[-0.31930493883236233, 0.051150464325548234, 0.17452397756309707, 0.10761039966828251, 0.2795062854404951, 0.027170401304225537, 0.14029872041527527, -0.25062467370662156, 0.07867868280554556, -0.1433831147816611, -0.1255083047838656, -0.5393352905972648, -0.3091348008734623, 0.32430515907019275, -0.41291234433770124, 0.41283697349223564], [-0.08146607823419291, -0.054367117427313455, -0.2820347067812516, 0.19207742849886622, -0.4469245386094861, -0.04859039695271197, -0.10096427831181284, 0.23717958468808814, 0.28095354718063653, -0.055546383539940535, 0.0015722549560115082, -0.32810010398359146, -0.06307422808440354, -0.33656721385730337, -0.22936595723313327, -0.5535109154023768], [0.1762391849157544, 0.1410286311283429, -0.2074133376549013, -0.4233924413378945, 0.2612461983431007, 0.2519267666206567, 0.24307551936036087, 0.48307593634792123, 0.40153649131874486, -0.007323235081108608, 0.341172160289426, 0.1772173281257367, 0.036760542079765514, 0.360595889280083, -0.1526001671791482, -0.1928605874456158], [0.16634818393622552, 0.24475442216902915, 0.07520786913585542, -0.07826135629835301, -0.012569371621165374, 0.17730604361764324, 0.03374890336533308, -0.0083929047084694, 0.096984155809592, 0.0748714086935655, -0.44375547075725025, 0.022732791590212617, 0.35633783753685383, -0.3460018535299742, -0.23455318691324636, -0.19802592124545418], [-0.1107622913867804, 0.2106253075825381, -0.3154268558463113, 0.14581202542066576, -0.004100595740254981, -0.4036964805234187, -0.158187007442426, 0.3197721688726254, 0.06254636652070296, -0.06052244216898474, -0.08291770837727686, -0.22166294384432328, -0.32384267996147664, 0.14287658047265325, 0.2437377219319686, 0.03630813748746723], [-0.170453971566602, -0.05418968369484685, 0.008608821797704756, 0.03382655182887403, 0.35692721627663176, -0.36557748191063116, -0.20784259980611017, -0.09358810085346074, 0.0669173288648099, -0.1739103124495712, -0.12414822620567552, 0.1551481673396654, -0.2700832182031172, 0.12954274209185956, 0.24434464851926085, -0.21490473702948953], [-0.0801078873749626, 0.05360356952810384, -0.01991410240912196, 0.032760409368267296, -0.6213048426622735, -0.006504447494295485, -0.05002365171163668, 0.47853158037698074, 1.0494904368405922, 0.12134752443294186, 0.24310304868681887, 0.08815187469040801, 0.06450336240449628, 0.03414065947641483, 0.004747898538030735, 0.2970570639870377], [0.19221071108276042, -0.1083990344428708, -0.24083704185258353, -0.16275992959617563, 0.10607429431438839, -0.12075410045760573, -0.05647298293594523, 0.08255995544065879, -0.29712459400909746, 0.20864206103393468, 0.046917949108939365, -0.24877235435794554, 0.08059279773937364, 0.3489366618963296, 0.26721497950027717, -0.20978005809689199]], "b": [-0.14515001274968653, 0.17960097827494798, 0.06953833476233508, 0.14418210735174936, -0.005445261926136988, 0.7457841505523524, 0.038131794731671165, 0.4355038556985186]}, {"W": [[-0.4910694915597528, -0.28130087438503315, -0.29561599854482534, -0.23272552783044942, 0.03877636626639119, -0.33546608267757017, 0.2734132150154951, 0.002200904326387583]], "b": [-0.42954330398351465]}], "training": {"phase1": {"device": "mps", "arch": [55, 16, 8, 1], "epochs_run": 21, "best_val_mse": 0.2521270215511322, "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": 6262, "regime_filter": "bull", "created": "2026-06-25T23:08:32+00:00", "phase2": {"es_popsize": 32, "es_sigma": 0.05, "es_generations": 300, "l2_anchor": 0.01, "es_workers": 2, "fold_objective": "robust", "best_fitness": -1.0142265528512635, "fold_calmars": [1.473214263808241, 0.0, 3.5378187830561734, 7.1667625370484895, 1.2400949010077296, 0.0], "fold_mean_calmar": 2.2363150808201055, "fold_min_calmar": 0.0, "robust_diagnostics": {"valid_folds": 4, "drawdown_penalty": 0.0, "pnl_dd_penalty": 0.3333333333333333, "trade_penalty": 0.3444444444444444, "negative_fold_penalty": 0.3333333333333333, "fragility_penalty": 0.098, "fragile_0_05": 1, "fragile_1_0": 24, "trade_target": 15, "base_fold_score": 1.5654205565740738}}, "recommended_thresholds": {"i_long_entry_activation_threshold": -42.47659356030318, "i_long_exit_activation_threshold": 34.352757069997814, "i_long_exit_activation_confirmation_threshold": -186.8083942460214, "i_trailing_stop_threshold": 0.0, "i_use_long_exit_confirmation": 1.0, "i_use_long_entry_confirmation": false}}}