{"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": [[0.12750245885637929, -0.0030941057193618754, -0.09187753106668463, 0.14787737081102592, -0.6994930825247483, -0.3496669322094761, 0.24853219427433507, -0.13361947556344053, 0.019454094305147152, -0.03883323102820156, -0.016263432655286097, -0.1353752969376351, 0.03578758540564428, -0.15022556689175387, 0.20883923992950382, 0.018267618750421794, -0.07550414457035964, 0.22406106790033142, 0.09250005947031527, -0.5588899546442201, -0.22029559974723095, -0.31393825675395154, -0.3284318456492689, -0.09491531342341726, -0.038725363855009166, -0.29868937534552786, -0.0830761023864357, 0.20989872358934097, 0.0531713238871669, -0.06051200068509677, -0.21743152666110396, 0.5478329780371312, -0.10551313533181816, 0.31164763239119164, -0.22618582596903083, -0.9008920600663017, -0.09281450453138108, 0.24570976974458955, -0.3152675244224615, -0.0708942653649835, 0.03417531748403354, 0.3538656670926323, -0.09798816228167556, -0.08156084169910899, 0.11868227920469313, -0.13762392309154434, -0.30637723494745595, -0.08921432776894506, 0.14123650525102746, -0.9794993854587152, 0.4480353616216192, -0.23644941954968493, 0.0233676223115375, -0.06312525973526087, 0.12139024386845446], [-0.296964289154468, -0.27031029863920125, 0.17880652544377773, 0.32354420738612677, -0.4794659177762867, -0.5517821229209348, 0.03877184608510794, -0.04466353418613711, -0.155983544865071, -0.40325347889263913, 0.01022392420012393, 0.11250475500958948, 0.19583676341813716, 0.2845737652879199, -0.21501011835011602, -0.07453671342719156, -0.08385929147512179, -0.16638688635603627, 0.19614533846532267, -0.5365337717427149, 0.5174450677884678, -0.26930624760725635, 0.002056530234391652, 0.179629798632419, 0.6993346564255677, 0.47787578786102375, -0.8661107013642424, 0.1860676328612842, -0.1254676721464451, 0.011055161171001016, -0.26655982089203906, -0.27695396405365863, 0.3254634754072535, -0.18128020588025415, 0.32755136977012916, 0.00030587792367813265, 0.1298578138004683, 0.043353476680694385, -0.06570109695841035, -0.14315064352241644, 0.043797730212172876, 0.04756387872695758, 0.2211314916054472, 0.02743015158037084, 0.09347873172784674, 0.1419153715608007, 0.3878662004719444, 0.295577169945445, -0.08454455359431398, 0.6648002360415796, -0.2370646055498904, -0.3943829278379856, -0.36387195639736414, 0.13848825624615546, -0.22194817922947307], [-0.26931580912059394, -0.8104445640148105, 0.1625283643874891, 0.15259917734779446, 0.5932365687580696, 0.47842503185906704, 0.07128180197524238, -0.2316693103093859, -0.10009312986457015, -0.08083626809101638, -0.28315769632875565, -0.11413813351148723, -0.0672945503331155, -0.2336454001086361, 0.000958515389357012, -0.0976232690217583, 0.07436467382711506, -0.13568663592163122, -0.2806662231159086, -0.4923929193259787, -0.1339271488343911, -0.005539999375455816, -0.41330808898131743, -0.1492093833194309, 0.2448387223475168, -0.004746356581471156, 0.16143772023620717, 0.19610058550989656, -0.40503417795546703, 0.4073802329958702, 0.20566103436975913, 0.44079865897589326, 0.10042022398053743, -0.3500052453451657, -0.11688872210283979, -0.4895999076756168, 0.23402580332911652, 0.022517591010064085, 0.30995529147627116, 0.16822002916294604, 0.035731351152623714, -0.2439981547008238, -0.4118784877572962, 0.22836491624419256, 0.2655791407497975, -0.24876472227788837, 0.7229967937796259, 0.05977785828472622, -0.1675394517876624, -0.14915608451867546, 0.010196885985005594, 0.022250728097619566, 0.21916210324959115, 0.1947999485653608, -0.2213981289622517], [0.46195320688392405, 0.1167307193185798, 0.02163702272366958, -0.07177910328973272, 0.1540988987876545, -0.06922791209378884, -0.09482871678329555, -0.05920709192772851, 0.01291757039133299, -0.536459559288161, 0.06696540680365135, -0.3043798478827306, 0.2651830210942691, -0.15917709052597526, 0.3530696888135818, -0.34501517338925786, 0.3732591976874928, 0.14231928071051428, -0.32561774047834835, 0.18458358028545344, -0.2897570438279125, 0.5150869195788487, 0.4827772305485713, -0.32329150197631296, -0.5389798784596422, 0.42502332781232766, 0.03219084627834734, 0.006018463712316473, -0.26169621420516426, -0.420036779662932, 0.2450191301886887, 0.19078086584236706, 0.7092129229342384, -0.30112274113299664, -0.5136993790144972, 0.3122750656886504, -0.5234213540729072, 0.020112530735245975, -0.07513466827115942, -0.13953956159656591, -0.38848767439518855, 0.549710827954862, -0.1529560492027299, -0.6413094189525604, 0.03429651860512522, -0.27223007635847113, 0.25972280339918336, 0.1404906733311825, -0.2863767754614813, 0.536895877871464, 0.3399837503204083, 0.04017191715537021, 0.7540875470041161, -0.15773716472630103, 0.18625811068146197], [-0.08447297062594672, -0.2619962040158368, 0.12101331224536539, -0.07655311043368021, 0.1947049418608155, 0.21950953412259483, 0.10452629673190637, -0.5693146551044209, 0.17697317702813203, -0.3859149234029872, -0.2696096223946772, -0.19802433849044768, 0.0846597970800991, -0.11219484283433885, 0.17322666841823367, -0.21850984954005634, 0.1393487242285323, 0.09338356701169645, -0.41341539588731485, 0.07058220685507285, -0.23558857227185875, 0.244305732411555, 0.8257036669047844, -0.3655095688166239, 0.0586866837837682, 0.004155296958685661, -0.3695331944762483, 0.6415439394719005, 0.6865686267753819, -0.27661705776258283, 0.10236422023714467, -0.025164799029113186, 0.23425259025992173, 0.10666931869582433, 0.13030652089848346, -0.30504507811677845, -0.3425394113350559, 0.033589813874331034, 0.09543857770225518, -0.07897128195897128, 0.025465956838714283, -0.09540153552511789, -0.12606347180759495, 0.13544599239374613, -0.37606020335024304, 0.045548467637239916, -0.04242348914696882, -0.07074589545145757, 0.1920504817924965, -0.45533064453570055, 0.01587272180220972, 0.4002072080968167, 0.4730177212107439, -0.03226723712342062, 0.1470972541142404], [0.06812763899256345, 0.5082000895424871, -0.04118095955765197, -0.06866945755223403, 0.13867427745598812, 0.2536885949599836, 0.012448035505101554, -0.30791688777333204, -0.33840245876651, -0.15268645384531185, -0.06703177050832697, -0.19925453350033526, -0.05722059335444968, -0.24170233798107893, -0.09657156996905297, 0.5824687994023849, -0.19867299582693435, 0.17283949279907415, -0.308998561387117, -0.03211972429722819, 0.18296422559507106, 0.03862261691866532, -0.02072120459357995, -0.07767737336732336, 0.3556803840815524, -0.4718864984609504, 0.3934263825205224, 0.10700924197499968, 0.022106438441593775, 0.18603409929848072, -0.46198470922261436, 0.33311971453098765, 0.5057915346889494, -0.4475785605195083, -0.046793162276921256, 0.6736392575334814, 0.22064198245723965, 0.11020542535784372, -0.19397571899695668, -0.35527260878979977, 0.0764801501357262, 0.184264243854564, 0.36094382836318895, 0.1948732338763996, 0.43369816967024677, 0.19237567324238533, 0.25105250932878903, 0.44015538305052004, 0.2352960649182151, 0.12949055520867198, 0.40640277481668796, 0.1152876672194188, -0.16909952445798013, 0.08694679294758051, -0.15594830418843905], [0.28352621961481944, 0.5549058632762792, 0.400554588574633, -0.1190487899649659, -0.3716345962566038, 0.6500127008737302, 0.2022781475675593, 0.3274527166600599, -0.1913786469046822, -0.05074549111933434, -0.35419855725177235, 0.15593627065562682, -0.05566667618980413, -0.15791150101864448, 0.3378862241893714, -0.3099608234667328, -0.2653524269634119, -0.0006643585092248223, 0.40121318269303263, -0.19053647901406756, -0.0709675693454346, -0.30042426684136486, -0.4080381824374479, -0.051703456238616115, -0.11535599686890284, -0.11519187517778882, 0.15788151702075914, 0.27900282379193564, 0.09133004118933821, 0.8234815961282255, -0.17088864269838594, -0.05042341723770084, -0.05569443931905789, 0.12291947240530078, -0.4241693248357052, 0.12777883602497878, 0.385931677929919, -0.2774995381614685, -0.16842829128106956, 0.248336018021941, 0.3127080279851043, -0.13997689244694578, -0.163222163656869, -0.29710250776226466, 0.31617108626022805, -0.742273652348511, 0.05824559233465016, 0.09853987053129377, -0.1534431833547082, 0.43200050605981066, 0.13051167014519768, -0.5769424704619515, -0.21497182305558174, -0.10099521340367633, -0.6664746671896647], [0.637957302643136, 0.49753136534804077, -0.19092711451251215, 0.31941813272960545, -0.10297209831026505, 0.20783157694849014, 0.011449267410679982, 0.18461214696004757, -0.10541225444357769, -0.15830485441279823, -0.24485744357339914, -0.36762839960471233, -0.01575456319322914, -0.37109330771400245, 0.048550688936303495, 0.04718689929501624, -0.2676366856186694, 0.1660175963526858, 0.07027484551633702, 0.2883762180183488, -0.1933705897242606, 0.44958559466438386, 0.16477384465337439, 0.07481282180136714, -0.026961082292856445, -0.5026638817744384, -0.030732297126592777, -0.19049865542826513, -0.39327445080685325, -0.001463411786155236, 0.004183161235522627, 0.3261832363692072, 0.11309943901850264, 0.4086685343273105, -0.3334845426575846, -0.3717489787918346, -0.2057882752841867, 0.06268083711970648, -0.12849005327164625, 0.3775235770899483, -0.12165831956493237, -0.3584150946655208, 0.32201325390240615, 0.18250435720930738, -0.22656515563251348, -0.08114321377200948, 0.08399250045382047, 0.15120704537590288, 0.06476601990432371, -0.2577130160248373, 0.3187057327572265, 0.2623811436522325, -0.09858909423611, 0.17749569575783694, 0.5144106183424868], [0.1101023922231065, -0.41310069204905514, 0.2650453004630449, -0.4105029116887438, -0.21920040221973344, 0.18597616906255351, -0.07209965351551698, 0.08487439623551044, 0.36978043960161044, -0.05545115659248896, 0.1774435112606968, 0.2770241177138025, 0.35574748420207936, 0.3354603125435794, -0.30234077336072546, -0.06170286044486364, 0.5332568423529658, 0.20230232262037987, -0.25606066333573013, -0.23709930176827504, 0.10555881286992634, 0.24330127355808148, -0.29844792316075186, 0.16286008954153378, 0.028809403526356126, -0.1872201943363728, -0.24704039894452962, 0.32573016447194875, -0.3122343988182396, -0.10677100140337004, 0.1248448561472854, -0.3541346574296357, 0.2699444652563076, 0.043828130163807835, 0.23904167316958605, 0.3687817157950519, 0.056168089460027465, -0.1615536582143154, -0.0026875349958123858, 0.04673367246523537, 0.0992359841949297, -0.23228282273546105, 0.04143551636599692, 0.263051428634357, -0.08037424739915154, 0.2634295827193191, 0.38435892786316506, -0.13254632922414103, 0.04340652173879002, 0.020672087629496023, -0.1544575560222068, 0.4931017310730233, 0.26782138131488326, 0.05570012159389233, 0.20975973805441497], [0.2509212037478869, 0.3038660077595717, 0.5823241421313141, 0.012964225721483822, 0.20876883637874472, -0.15512341999913215, -0.23640877176620417, -0.03927100973195778, 0.3350324819107511, -0.21917570781075743, 0.07559689941009123, -0.09681092033460324, -0.1849729392390887, -0.15891924621941067, 0.15187586273615694, -0.48172985844165844, -0.377108597936988, -0.31285943130841587, -0.07366733216248333, 0.12684851573429048, 0.05105204991126102, 0.3203757520277011, 0.0878304027020162, -0.49271332259341805, -0.11648256536082144, -0.12072233140353632, 0.19588306416074633, -0.260644350275543, 0.1017376688706559, 0.07591995311183754, 0.15297840403710117, -0.20566392761290664, 0.22401341463253854, 0.4295081133919461, 0.2245740535447617, -0.3082835309035756, -0.1644210203665622, 0.20756659762724888, -0.2396296227109659, -0.22374482787518224, 0.5952820390495559, -0.6420180282955666, -0.048740572636850485, 0.23330185018217903, -0.12760116606231556, -0.03685138355382409, 0.33267883385812885, 0.27208801443661607, 0.7624972052365707, -0.46435543694485015, 0.21449321384290018, -0.3963512473259809, -0.11582379857071946, 0.17573785432385086, 0.23032880585136936], [-0.01613114658010838, 0.11208953823813325, 0.18558740964890022, 0.08189531737897371, 0.0600608849603716, 0.05651565548505036, 0.1511144248994665, -0.2427949540988387, -0.08360262040728192, 0.40768959555813516, -0.04689732340657726, 0.48224804122456577, 0.12964320365909046, -0.15935832241806897, -0.08859951322876296, 0.3381719653561667, 0.42362637901877426, -0.041462650497557374, -0.24828933040567527, 0.08607812857897772, -0.11044995123640541, -0.5572754883463759, 0.19919388010984512, 0.6310553739175977, 0.36174503444853556, -0.5379544391846303, 0.29673884726328426, -0.1865366928722578, 0.10866919738657296, -0.3676343475941709, -0.257581781929694, 0.0856236934309733, 0.29900496775726787, -0.050641990629860564, -0.35260882304443875, 0.028777105221702987, 0.30058570506687604, -0.5083051092762595, -0.31541546472003495, 0.2068956714707531, -0.2878171457792632, -0.018420028033172893, -0.2325792553037296, -0.35005592193583074, 0.20053849300858836, -0.32530066161059334, 0.053423056615713144, -0.3532421417686574, 0.01672595039700518, -0.232798796872866, 0.0975684139092199, -0.3431982399018705, -0.16280362640933965, -0.13666692433048366, -0.14060379317004465], [-0.2822946367831798, 0.150678861018189, -0.3885413420004991, -0.21939844792050056, -0.003453250768666141, 0.5690085313267159, 0.0011933205836031483, 0.08217411859319766, 0.09945352964076676, 0.005134691964666344, -0.4122902955154517, 0.4635357053213366, -0.13862804308118046, 0.1773117730236553, 0.002943372572625876, 0.42015151293638053, -0.3264546110325157, 0.20301178391746655, 0.13760357948427593, -0.32092140599371416, 0.3795873882056455, -0.3722101126289427, -0.7067173484540686, 0.04955331756551222, 0.0040532285144222295, -0.6862681494873665, 0.5458181719218922, 0.18301174765296915, -0.11531145253582985, -0.06100171593753548, -0.1320461446933321, -0.38901698367210485, 0.23327601174010146, -0.47444261435146196, -0.5480645970111873, 0.3209479937549117, -0.12440071381570722, -0.09840118825530618, -0.33369036422216, -0.1993062133707032, 0.030578771852109332, -0.4194136049333152, 0.1895465805593386, 0.298389787073993, -0.41388264802311925, -0.05330166582533802, -0.02436467829389451, 0.06322234053697587, -0.499013052495503, -0.17024339390464388, -0.29776818830790897, 0.1444995187854575, -0.5385427310404691, 0.3069157631009003, -0.3118616089611049], [0.09272716212119397, 0.2902894291753772, 0.02088044775004691, -0.059602153665676984, -0.3726226739403791, -0.1246970286742294, -0.049659131343403266, -0.26262999613817173, -0.09496128670753398, 0.10159883110221024, -0.46076258711071055, 0.17833225258780672, 0.31629022597658946, 0.3481947634724771, 0.16710532628196417, 0.17247487679576234, -0.33939716775301654, 0.10700848176547903, -0.039122698671927456, -0.020216615420528015, 0.031112014460480383, 0.7456222581941017, 0.4415798129490618, 0.15889320588978975, -0.0041902353364471215, -0.2439632616494937, 0.05331407826412046, 0.02733229458263477, 0.1418860707550485, 0.05504901007073512, 0.30200050346185253, 0.29921735783416653, -0.16121839479713512, -0.3602626225684013, 0.08021124572135338, 0.17685647754824851, -0.22422103627765108, -0.2780647601243865, -0.23351822141125916, 0.04912291506077772, 0.21655761380326463, 0.2773134719731519, -0.0023082667893531, -0.4467520197249845, -0.1711631831441295, -0.12492435303692709, 0.348533906318138, 0.300615693726769, 0.10939584903221053, 0.20250861581271323, 0.43129734844658535, 0.12320353258595149, 0.16023898274029919, -0.13494709273908123, 0.6409791576424793], [0.15098857454850378, 0.1752872151611909, -0.08585543910265353, 0.11888476483809185, 0.2278838928590259, 0.02145390881817443, 0.14732394693559925, -0.23813058941882667, -0.21567768398565412, -0.13373902794204046, 0.13798772180614888, -0.5325912376116226, 0.12101805775238858, 0.4715845572738718, -0.49043331595837414, -0.3149882747554608, -0.0835898573357455, -0.30922639373002503, -0.24418671152945284, -0.1222269988077706, -0.2453921815288184, -0.2809257434600299, -0.45808613897486844, -0.18315375285850816, 0.38280992894561894, -0.24150169737485194, -0.24635319968404232, -0.27876074523215555, 0.5954802670543912, 0.45787286621706935, 0.4530103512502612, 0.467800596222008, 0.22015981484553424, -0.14936301972768193, 0.2761977148649689, 0.31031641585140385, -0.0007885814349318336, 0.05605763192564505, 0.36514637154484525, 0.015466455869752815, 0.23634310333005892, -0.05785699764489746, 0.2009651377832481, -0.1615796226131187, 0.3269826128601071, -0.18468652862328233, -0.23114919614910384, 0.5646330020306319, -0.34013657395635843, -0.051308245436389927, -0.409137546588942, -0.34483174363852404, 0.01034515718388826, 0.017216114576068236, 0.21307465418629815], [-0.008956084166993838, 0.19526206417671757, 0.011489029495766004, 0.13269456828778736, -0.11745513934875959, -0.20653322542023297, -0.24699786310557836, -0.16674385174977638, 0.23039848732044507, -0.3777086651965234, 0.07974107376246899, -0.07816494450001059, 0.002150016589358504, 0.3525088693637457, -0.6866723220417085, 0.272636712537457, -0.4155717072283585, 0.1293895300692444, 0.38014804951644016, -0.6510391269102469, 0.4273330936078671, -0.08053738660753351, 0.47932898013821185, 0.003812574526733347, -0.0019910986963476325, 0.08867054888509997, -0.9035521439401222, -0.16775083754833003, -0.2470194378521586, 0.07013896764285975, -0.13786898448028145, 0.13716379950963153, -0.36012945552271747, -0.19562429144194832, -0.1865957063961425, -0.2379093753856987, -0.41545540544787996, -0.06381808723397436, -0.20263861485041001, -0.0025850754830856, -0.35785897291511487, 0.004724084906093218, 0.4174513396821563, -0.1392872853453589, 0.3161964094388066, 0.13692000610690888, -0.13018533320617698, -0.19518057272439004, -0.15735176796950553, 0.42308479109854646, 0.2803109089186523, -0.18599078275559172, 0.16099473750414625, -0.09196163123940021, -0.2535714427208232], [-0.6084887302193153, -0.605087673050454, -0.2593206000682914, 0.19161493344210767, 0.013482515489096854, 0.027631226211832234, -0.4242357096232316, 0.020238126456806317, -0.11403614323437863, 0.1359040706006628, 0.3111736928197091, 0.16035465509063604, -0.02044046201830918, -0.02767329420758255, -0.09090958192836876, 0.1702345440299644, -0.39825889201358144, 0.4880413352885383, -0.0013121869186184833, 0.08959810606754252, -0.008510929840009104, -0.20701325756525132, 0.39795612601592234, 0.33933569725325585, -0.4235334691302047, 0.13672376007414916, -0.014639872655964784, -0.35776547020085653, -0.10191127385721174, -0.29543552471367407, 0.33985322072632546, -0.21462707659946406, -0.4324356305142529, -0.1902318644338985, -0.6491033805421202, 0.17350791300654725, -0.058525254732076065, 0.2205352403803955, -0.5864074325306614, -0.3925499098489632, -0.3051488548709071, 0.3184953169960575, -0.06535605162509679, -0.3725770097441151, -0.2664504320410729, 0.582264675496432, 0.4740080487111717, 0.2722492834177922, -0.3881891290367557, -0.004764618485066298, 0.1980957974609673, 0.18353805585569985, -0.27503529203406535, -0.1914904101792459, -0.1481732798940013]], "b": [0.02785202531868756, 0.24927523223064052, -0.18039456290643366, 0.013448529355806378, -0.17097612816757926, -0.010364842793846224, 0.020586273824969623, -0.15855591171129063, 0.12332601816031348, 0.08303272637084527, 0.33989938258996694, -0.23139695761102402, 0.09031558526242808, -0.007871500765807483, -0.08024261034398353, -0.04692195964583191]}, {"W": [[-0.200802192076914, 0.30426582825339615, -0.31223023077783246, 0.05847549025578303, 0.005021778294022967, -0.02635200352012932, 0.6799262844653347, 0.22645156647957343, 0.004446348705550274, -0.03375698761474494, -0.2139797225444626, -0.1897041225541779, 0.4232282939916142, -0.007519015435222597, 0.41820240203061926, 0.0828734364523155], [0.09474464776813729, -0.04647045190367725, 0.6515836785767626, 0.056751928422886316, -0.07830660074479089, -0.2867189793811593, -0.22201750187182698, 0.23511893112777255, -0.09969266972919014, 0.3567495798849611, 0.43535785556263557, -0.2855059114750574, -0.5976905319075028, -0.05589065211091252, -0.4838344724938956, 0.11688449008455674], [0.015380613192719085, 0.026001252068005458, 0.20017835556244057, -0.4708179007160772, -0.40949101517891534, -0.10240237026546241, 0.8292219131178944, -0.016950100634158326, -0.2769681938964822, 0.10588436112148206, -0.1975709701145566, 0.24614015742078688, 0.060887927644312625, 0.5801975691759746, 0.1211208090552009, 0.1869323421406348], [0.14371104895161524, 0.5411146375114735, -0.7466552525433504, -0.05297926306791901, 0.33587534183361606, 0.3057451451873649, -0.32013694029508455, 0.2642657888642636, -0.29895112824503944, -0.4094563291588373, -0.1683030059281398, 0.324373639966508, -0.023952078338257084, -0.12322795412383228, 0.27539718054629614, -0.0002881817393249955], [-0.5407601385723582, 0.39669304707747105, -0.13810632725805935, 0.24498169418427335, -0.009983132833177871, 0.462368563774585, -0.07457076693176505, 0.41337008419028837, 0.34879899310461765, -0.0932884634118461, -0.03214898615740828, -0.02514366351928695, 0.12342956843085787, -0.4537240283707194, 0.37479442212713887, 0.41901648449190765], [-0.15257524106988868, 0.6527794747002518, -0.545094909533298, -0.2014183557670765, -0.1624207713639706, -0.32132793291438305, -0.04259714039757938, -0.34625640146863335, 0.20740191788531293, 0.14754559572782133, -0.07414082677028665, 0.18839514368983393, 0.20013133275436287, -0.4919542186036292, 0.6146860960606766, 0.10628683490032928], [0.026101854001900484, 0.2058112106956071, 0.3166920942518566, 0.5617671110951736, 0.011660820096524471, 0.15979366638298698, -0.3457386581933203, 0.3566091556791589, 0.2695219225121097, -0.4084011244936818, 0.5120800922752178, -0.4565272050655822, 0.15306222158063743, -0.03671261113330951, -0.23307679402933987, -0.18233843308541375], [-0.021027498337629444, 0.014688014029784601, -0.5625188745338711, -0.39211625881743317, 0.12954528731073653, 0.5692247719436712, 0.03519799995837868, 0.12738828927107546, 0.13913229370321611, -0.1458869965790717, -0.4177901259220351, 0.3779498964196292, 0.5495359414976322, -0.4790210680480634, 0.4708591707176898, -0.1924844951629172]], "b": [0.485260933902265, 0.09326864618085018, 0.42260465219427906, 0.05584599447875013, -0.30687307319018886, 0.10408189449554166, -0.08950766322121502, -0.4101798444144812]}, {"W": [[-0.390162500662407, 0.15716173640790806, -0.7918931262161771, -0.5288461255042223, -0.44697919826105503, 0.04856575688622852, 0.49557815609577943, -0.4822798533111001]], "b": [0.26206820030365896]}], "training": {"phase1": {"device": "mps", "arch": [55, 16, 8, 1], "epochs_run": 75, "best_val_mse": 0.07701703161001205, "train_bars": 523, "val_bars": 9, "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": 1414, "regime_filter": "bull", "created": "2026-06-25T01:21:40+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": -11.482887217547104, "fold_calmars": [44.453614138558, -0.9622554520944713, 23.899124659085224, 29.489915266843145, 8.44730859433988, 0.0], "fold_mean_calmar": 17.554617867788625, "fold_min_calmar": -0.9622554520944713, "robust_diagnostics": {"valid_folds": 5, "drawdown_penalty": 0.05219758148188774, "pnl_dd_penalty": 0.3333333333333333, "trade_penalty": 0.16666666666666666, "negative_fold_penalty": 0.32704257534907855, "fragility_penalty": 0.068, "fragile_0_05": 1, "fragile_1_0": 9, "trade_target": 15, "base_fold_score": 11.999555871823695}}, "recommended_thresholds": {"i_long_entry_activation_threshold": -28.85013884023586, "i_long_exit_activation_threshold": 217.16753446724394, "i_long_exit_activation_confirmation_threshold": -365.90165686403486, "i_trailing_stop_threshold": 30.0, "i_use_long_exit_confirmation": 1.0, "i_use_long_entry_confirmation": false}}}