{"version": 1, "asset": "COINBASE_BTCUSD", "timeframe": "12H", "arch": [55, 16, 8, 1], "activation": "tanh_closed_form_clamp20", "feature_cols": ["stoch_norm", "macd_pred_norm", "osc_norm", "macd_bullish_norm", "m3_momentum_norm", "m2_tiny_norm", "rsid_norm", "stoch_div_norm", "vwap_div_norm", "stoch_peak_norm", "stoch_bot_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": [[0.007412897674715015, 0.01195263309915836, 0.2682532235939022, -0.03626905939034018, -0.021566213358405882, -0.33615691590543056, -0.2773788114603325, -0.15434597003523504, -0.18172212459128498, 0.13080546935765885, -0.1427770503795759, 0.05202961578430823, -0.21632864456905027, 0.0017642787915007063, -0.17813133801526063, 0.13830947509268685, -0.052126575162888475, -0.09876747240880368, 0.05319192339802453, 0.19132140364462913, 0.03131815593582898, -0.13389069246666718, -0.016277810997758324, 0.20751290691384836, -0.07849955021085445, 0.18427241728616003, -0.13506505457779688, -0.12318776252043595, -0.06662951138850709, 0.05989343428786537, 0.18954657016718568, -0.18016535675164386, 0.04196091306830575, -0.20658073834380875, 0.1565547850956716, -0.19435843756985716, 0.16874864490653707, -0.1483270109422276, -0.44286639044488996, -0.3232271824194123, -0.13804439532454676, 0.037711775972286525, 0.28344755099178054, 0.20198346442780105, -0.09760281436506592, -0.45019958936744886, -0.21379101604802142, 0.09375944147159493, -0.11326954815485268, -0.31603317622154853, 0.33229087070511104, -0.2120511862705005, -0.05670551228974248, -0.37642143393299426, -0.08980438097269827], [0.38159612471088755, -0.14234408436075163, -0.22072284352747942, -0.29555917197944065, 0.2849481977494296, -0.021208725567365493, 0.07213655906454737, -0.11334986075765202, 0.2603577500585962, -0.042716721556819694, 0.03485734301144414, 0.15923344364310507, -0.31315117395616476, 0.05908028050567465, 0.38858755536787176, 0.07447680786099924, 0.0868510406764511, -0.07053529456218063, -0.002449856482797122, 0.05028391197874934, 0.1556795880385285, 0.002110063909148561, -0.16880394442051427, 0.3447114970796214, 0.07483711082072692, 0.09970543412922878, 0.293427095632951, 0.1500737298681004, 0.20410895493895437, -0.2915542359492046, -0.2846501233703802, -0.1545326722453002, 0.27348929564361146, -0.16981082785198048, -0.3648889592735179, 0.07511729997565467, -0.11975573037630025, 0.09032365004305078, 0.0560359881444573, -0.22217464385036073, -0.16683116731554667, 0.17311278955119386, -0.10334006312485026, -0.034199510291067936, -0.2651596212812056, -0.588080123187302, 0.4222349514152681, 0.13022140665247314, 0.15588491509630767, 0.10706752250766652, -0.04801844035678808, 0.26328336217122517, -0.061071429361942986, 0.2566429299025359, 0.41490837567907257], [-0.17623774453636318, 0.2790436273460758, -0.0809551026486663, 0.1528294778769161, 0.011771410590135162, 0.025200209697277168, -0.06717000331171659, -0.03033152987547299, -0.10563353125727377, 0.4199365045461108, -0.1891323377847727, 0.1388872862511103, 0.06462888318643226, 0.08392513443535925, 0.07105452266462227, -0.05636977250687889, -0.04531111692505086, -0.004461974524193786, -0.26222037689725475, 0.21487853225776665, -0.1765949213169272, 0.3765109268389188, -0.1551843021438275, 0.07629503176095553, -0.4690537593685683, -0.23969140662817945, 0.2626478664221533, 0.30661354246482525, 0.06205840203837729, -0.1468619708665996, -0.3574583753430323, 0.2402340336709237, 0.030332755520753645, -0.0995528951414147, -0.34801760232320245, -0.056729420850431034, 0.14755976616364497, 0.43102771174932164, 0.13016824329276067, -0.12084251323393821, 0.2819839459924577, 0.048869378390189164, 0.262738222152102, 0.233189705193183, 0.5490155055066186, -0.2027788030899128, 0.348840761684237, -0.026344874526378556, 0.36073409008870494, 0.04104724972648306, -0.45829884479294225, 0.1085545772574659, 0.08277498558138602, -0.3182978718022778, 0.08416622367675916], [0.2622664575489671, -0.024311966505087212, 0.24709016660886407, -0.21389060002623614, 0.0548625471743007, 0.05048914484863023, 0.302948974791964, 0.21285887319740052, -0.5738356475938851, -0.5399834990191492, 0.4366500928372835, -0.17663583272887284, 0.0652766876377606, -0.11293977595403298, -0.21814414865853438, 0.11738886526947083, 0.43558997423080503, 0.2300536739749902, 0.10706523790868963, 0.21749527428424298, 0.10811377090673088, -0.13075717417069177, 0.10821632896942748, -0.30500443036449815, -0.19269001271183786, 0.19726484802288946, 0.06683366526580352, 0.10935834228209113, -0.3115638117169798, 0.07455234289103536, -0.19626799837013054, 0.18090661402364605, -0.16994130012295042, 0.28055777572800317, -0.1791223608241631, 0.0403859437646782, 0.4504299379105289, 0.578151734560044, -0.0007599844054895673, -0.4114865125499694, -0.04906979893705147, 0.20383837283419012, 0.27712547506748775, -0.524919743860042, 0.04694235432200826, 0.3175843722351764, 0.021341479500974894, 0.1774565604695714, 0.4479581640304796, 0.057258334749365244, -0.2900088369695105, 0.08715778026973803, -0.5528314627694247, 0.40801852706314345, 0.1956811129267022], [-0.13442149020700808, 0.22977265700041724, -0.008334312538993336, -0.16362541681819792, -0.0031706170265281206, 0.13227018157490253, -0.34999510694132363, -0.30842645244630024, 0.27194225283006845, -0.326398895367118, -0.07216494980879405, 0.2467435652932416, 0.32270136422073703, -0.44908600557455897, -0.3826620141679394, -0.23826678119837827, -0.0268947143544083, 0.1325806291335932, -0.09124536551403414, -0.19748824293643605, 0.18916589694164437, -0.12235805696752142, 0.12795018714608358, 0.07342543432714013, -0.3384792254737601, -0.4118129811254623, -0.11824870944480628, -0.12487199529357079, 0.13795473909700756, -0.0020039773257290276, -0.20904649573877085, -0.3969198905735027, 0.044669046962631756, -0.26741004259221135, 0.0016316374353070196, -0.2137669596475832, 0.1824087321561115, 0.03332113905684598, -0.009811831778331972, -0.04134432221386916, 0.049216951384115554, -0.06366290540509109, 0.10808109135287382, 0.04594551300798985, 0.05887921756212247, 0.09292870458118516, -0.08408881944822814, 0.01639542293426955, -0.15205129263186817, -0.15958930568272534, -0.21908759403414624, 0.3412628776619875, -0.12768796285449308, 0.08483832573379363, -0.18246369124675954], [-0.13672066204982558, 0.48018485752043566, 0.10708266519477101, 0.020742087308842867, -0.23095176520550342, 0.07906690070019422, -0.07290688078455722, 0.3676821211345967, 0.07263269876074882, 0.006382922936739529, -0.37626757704713176, 0.29954395270599277, -0.139569877350549, 0.2672499829080002, -0.18146602252569077, 0.1680050682479205, 0.09458079655536925, -0.5390006645553581, -0.14357662046787015, 0.15723196495135083, 0.08922973818491244, 0.16754385352342072, 0.27007735422723356, -0.4702863771585638, -0.22818962636377732, -0.11811091050793938, 0.13905258189078257, 0.15072881660059062, 0.15864527753784585, 0.042287319329802134, 0.3633785412289216, -0.028140926978585043, 0.20336823604866913, 0.4777819079103406, -0.30546506738114665, -0.2991134314688695, -0.2616385432357876, -0.06849045853593297, 0.22099237818693387, -0.4540226793868728, -0.09644780153118783, 0.28457585022131193, 0.1336684720783511, -0.3305096246011958, -0.24882228723155056, -0.18508244084414321, 0.0014669438416523885, 0.016987592235213886, -0.05363439388677275, 0.30482933044593974, 0.23268093192075467, -0.35454562399855016, 0.06938930671034743, 0.3979631507301879, 0.07349752090765593], [-0.2795755967554412, 0.06713519388104411, -0.15883462079545332, -0.17306032656635287, -0.278692264229652, -0.38787018096633785, -0.0819207623173608, 0.023375592915175117, 0.09852223193202221, -0.5588500817372039, -0.10530849375960445, -0.051564399037993064, -0.2710277999901472, 0.2520251385605181, -0.10748391420788139, -0.22972534148123536, 0.028652928345687563, 0.04797113544441794, -0.05189827276995876, 0.4941789708357072, -0.2732329840418353, -0.10549295499818284, 0.09829109616248505, -0.09759480214559432, 0.4426457680437823, 0.1357115636469421, 0.4350415782955456, 0.344716779518238, 0.15069923276222333, 0.0853507996154585, -0.18485325399748886, 0.053728967781800314, -0.35069617331575204, -0.32825692310604626, -0.13966973886195644, -0.16929505382536078, -0.060876393019107695, -0.05236063949347684, -0.02211765794817401, -0.3142268885193038, -0.28783048316990245, -0.06540520666827054, 0.19287657340216152, 0.20296640824352366, 0.010804701584570631, 0.4789860777123418, 0.13238032315880696, 0.23002436090944525, -0.09976239087477323, -0.5466898206130253, 0.26219964878313784, 0.22125420724312922, 0.3609085820569261, -0.044342405038516566, -0.14268913070435477], [0.06108138987344924, 0.17619766823029542, 0.2923214191231268, 0.21372245040456542, 0.3601911965196876, 0.07236390815988811, -0.11871925127752662, 0.2542183619507789, 0.020943601114270353, 0.039242286986418476, -0.2308120339722507, -0.14679574956921043, -0.05541351376914767, 0.21762806862207099, 0.16199214763473108, -0.30897083757254595, -0.06933964952358251, -0.16638103562516798, -0.1585469834002076, -0.44943499167205314, -0.13960653443459206, -0.33713373825419, -0.22792772671519426, 0.05661309375227786, 0.07022827248614227, -0.23477186784810472, 0.23504229863627335, 0.5437040934516632, 0.012146026132641622, 0.05298951935153902, -0.03306944248796409, -0.16824616703592243, 0.19304987993075087, 0.016258171842060506, -0.09174633986820384, -0.01614617122998592, 0.41145949722112185, -0.04476559547691529, 0.33263526182508024, -0.16775788501941635, -0.26496209743916455, -0.16838983758230006, 0.13960827624982342, 0.05849596185474944, -0.08946757701319143, 0.0873663699302607, 0.21709094142816193, 0.2641875805543925, 0.2328410921360995, 0.2744322699478296, -0.00547484545064144, 0.2740388728690077, 0.28954058630206275, -0.062492851395503986, 0.25799899100109336], [-0.2810692928041366, -0.0008314137749256129, -0.14309773058646588, -0.3801951165971871, 0.3329989379810344, 0.18701815296428012, 0.03710738747713061, -0.09935412585571224, -0.12318753569525259, -0.03149140749736702, -0.006543700988097819, 0.10598580760572995, -0.3805425249538201, 0.016757417933202144, 0.38841773455198025, -0.2191341683803558, -0.2472630281305755, 0.19288947783925497, -0.007361664374813042, 0.2655115214251387, 0.05227497088872747, 0.023603128047345892, 0.0618568499918168, 0.03989635393797316, -0.3401596713366204, -0.3145309464073811, 0.4179159133070046, 0.05093014562610013, -0.1512170214710601, -0.12732851479380353, 0.23868917821147026, 0.08687355054538487, -0.14005174882743707, -0.2235260197345436, 0.4888168204460328, 0.0607745086973425, 0.11263715148402093, -0.029185273838200194, -0.05687384182546491, -0.02650945454000979, -0.17568666352868725, -0.16800714598066635, -0.40487785147354893, 0.09146407302327265, -0.03286728554958053, -0.09821250606988902, -0.034392428873661146, 0.2802095353275201, -0.29792254881573965, -0.1799722397430265, -0.2477145909159581, -0.039252214839568464, 0.16965662410946541, -0.0874109930908188, -0.08203876847681132], [0.04735056815908073, 0.2900141857536131, -0.0806371568402113, -0.043495987493817834, -0.2027574986617622, 0.7014516951041212, 0.47221566713922125, 0.152056944578384, 0.3593286670188856, -0.08318311059417838, -0.14188738467155235, -0.5116786877589878, 0.05853464163260828, -0.3398990173234463, -0.0953260733126352, 0.25456615707171976, 0.34479510057547963, 0.49869692534688487, 0.08074419827648904, 0.03796595796085768, 0.32983638894335476, -0.03378143865136181, 0.19306605906149504, 0.054851420190879116, -0.14874409951925263, -0.053904877704689255, 0.2229146923065412, -0.20823715412603278, 0.12527983007664226, -0.23853298280047944, -0.2911386748023711, -0.11236749815672467, 0.2553458593878645, 0.5513214770714704, -0.12779687925438052, 0.3004487567492979, -0.18648156373799762, 0.056791796800908775, 0.18645262152915976, 0.2721943147466885, 0.38974778869947974, 0.026307072605706854, 0.08861463252640234, -0.16487642783597647, -0.1608725703251602, -0.13642835514891713, 0.1452638732819119, -0.05528926790703005, 0.5257221805127105, 0.128210668119264, -0.06729972022121335, -0.02917226326974294, -0.18018278445319677, 0.07324172809083676, -0.10387850415286175], [0.3170718116498879, -0.11582932666376779, -0.16104801511229422, 0.0015362809970913133, 0.0340930801766546, -0.23084893943476914, 0.02438332515780004, -0.017807910903424838, 0.12822721790760142, 0.3433466255238495, 0.30699549576140583, 0.28735982736642085, -0.198120597557884, -0.11809908939351946, 0.10516513377983289, -0.040671673641007676, -0.34737877863828204, -0.40107430184688236, 0.03191576782733047, 0.19705004128818593, 0.021576084306965625, 0.05191288451403393, -0.13846015702418082, -0.39295202671648205, -0.37999267190584224, 0.04494549229646605, 0.05604754708018031, 0.14404629214080988, -0.1322803361822283, 0.046225799282287164, 0.0724877608856602, 0.048821925109005196, -0.23904976186560753, -0.027407460073729656, -0.279679886159323, -0.03672903721105725, 0.16012979795364152, -0.0436494291837424, -0.12522798987512798, -0.18844032283973672, 0.13107866088588824, -0.10838038170650088, -0.5287615409607671, 0.23429937631619396, -0.20210102989065645, -0.38035463147825843, 0.1626800052695518, 0.01733589821960766, 0.05504048075698001, 0.45795734795725457, -0.4650826058869581, 0.4935435782407801, 0.36181947499554934, -0.11835979769489167, -0.23709206924229642], [-0.1777078294256504, 0.272194915998873, 0.18358207198427215, -0.23812097211011776, 0.19490278593362165, -0.11847082300106071, 0.0366201283744534, -0.04209784542262781, -0.16504668260660932, -0.033072511942016165, -0.03391747483854317, 0.008925052558087437, -0.3479279612134329, -0.04457073502450581, -0.2679609517184998, 0.5733398177502308, -0.033178269309154546, 0.14641113234062228, 0.16094524216009998, 0.11407875917873675, 0.16945376782203503, -0.05474240866348071, 0.008546769718165578, 0.011783329161129308, 0.389036576730855, -0.17753444683903813, 0.341257338698441, -0.09597456218978309, 0.339443356622179, 0.35091972260076554, 0.23016553312191643, -0.015328635548938777, -0.045071470513649195, -0.13812369412984338, -0.20615193604995335, 0.13664941582519688, -0.3682201212734073, -0.09581845474668847, -0.056689094492061526, -0.263463927036546, -0.475476245624517, -0.2079644709714339, -0.23178811144826572, -0.27813198027102065, 0.1626610835464643, 0.03597540906338258, 0.14703816085370217, -0.28782687782687105, -0.11793156383090814, 0.2686285683780596, -0.11975822741799583, 0.25712720620349083, -0.28829375044547034, -0.25558408324195425, -0.44549615364976874], [-0.3166443053961517, 0.34341272280903096, -0.10253831924562905, -0.06889697320539753, -0.04130481608969368, 0.0825894306162402, 0.037261933320161346, -0.03618692288750207, -0.09452778916767726, -0.027209447001649314, 0.04235999115114855, 0.1461929021128734, -0.20347708728634475, 0.05995566253847424, -0.34065599713904676, 0.035552831579570954, 0.19928920749317128, 0.165602295576033, -0.258642248476097, 0.28508707556025803, -0.26364379127068355, 0.12650309954074157, -0.09242214479088659, -0.18405907081865103, 0.24870261686745876, 0.04556774111285156, 0.2867200734746088, 0.4414881592004458, -0.2729376809176896, 0.3968365800142289, -0.5241839115940023, -0.14578678945431622, 0.13214587175328918, 0.5500573907732136, 0.050326965444033776, -0.047261519084069614, 0.16068361607351828, 0.16724336877469376, 0.2468312566886579, 0.08160395001640405, -0.3923089220280539, 0.38476780974267105, -0.08173779428591005, -0.2151645981534753, -0.1017138669388393, -0.12560002022902927, -0.34093485878569485, -0.10856637915698039, 0.0869828475725564, 0.19014611438863385, -0.15171227833023015, 0.0165725899962358, -0.33683248558641876, -0.08678024507914824, -0.16373700314599504], [0.042568208029813814, -0.043106721452467765, -0.04547703073623878, -0.09982980177818332, -0.23440784861782876, -0.07423493935005294, 0.35426280210456673, -0.13816564903912537, -0.026053912302322325, -0.19300396988890672, 0.4180887137495089, 0.049559404419270064, 0.23628068958531473, 0.029669353135303556, 0.30741272727544156, 0.1564995235729692, 0.31564645511540146, 0.09429046030411187, 0.28918048103796606, -0.11046328355876209, 0.39418530785795286, -0.11337205526004018, 0.22575039792129853, -0.04420824448653206, -0.0172139465117944, -0.14818496772050574, -0.11530735034089405, -0.16373761164185727, 0.3458835959719579, 0.2817281943581219, 0.00282103115844394, 0.09744589177762548, 0.16596220281273633, -0.11339314449724264, 0.15236192299058737, 0.12435542855996855, 0.47258966496321037, 0.13020863792576093, 0.24137729217334014, -0.07746283465131107, 0.09725973797961582, 0.35127670951232154, -0.05755563734782343, -0.07903849260285818, 0.0051699871428163915, 0.11275968091887255, 0.30215149067552466, 0.41226663809169634, 0.11774574892924389, 0.06075940976737394, 0.032144732181886106, -0.0037821352418385343, 0.22234001390595637, 0.22478660717797344, 0.02246259343178136], [-0.6030401298512578, 0.16649959967280836, -0.26922186005098425, -0.18857729267659662, 0.28560266427277226, 0.10184726330469215, 0.20520665560056367, -0.11433916876726595, -0.2938972251193731, 0.03368686064302217, -0.17224516294688078, -0.16473030316713722, -0.38513917060683656, -0.21892305547327093, -0.24480039143926421, -0.1639543916179892, 0.05382921972629814, 0.05305668638268753, 0.37369967559655515, 0.4016171128918617, -0.09545971016937727, -0.20574364644947687, 0.010990617270663652, -0.036811940666847266, -0.1933770314694408, 0.029317387872560607, -0.3039342978302192, 0.17306576869293677, -0.28401651174917947, 0.14601987017368231, -0.18967244468234645, -0.11780757357125228, -0.056155564414050924, 0.11372102328800382, 0.17725692159137285, -0.10107071069225755, 0.22127193904028192, 0.01180244706274473, 0.3104547511072896, -0.06651320734235765, 0.28190413433525596, 0.22765107295154483, 0.07092236242087394, -0.09204413415298439, -0.12936375731712585, 0.03531515621823144, -0.099984595665574, -0.32493059418746156, 0.16602473375121912, 0.25123706131626183, -0.04571401859154487, -0.20888960100111664, 0.01851674499393837, -0.12540992922224775, 0.0371932364362378], [0.039557460627448665, 0.267139022827233, -0.34721638872217875, -0.08496540909750477, 0.09579531325997521, -0.04265905313274596, 0.2593238091729432, 0.24892212199868458, 0.12244086050802575, -0.03907890971534125, -0.07894530866773115, -0.27278651401058246, 0.286112299498999, -0.10271549724042836, -0.09236216338097214, 0.16635951204306948, -0.3033161883292357, -0.1685366882674083, -0.10438713906229703, -0.09971614951221573, 0.03747059780140863, 0.13646238802091964, 0.1528646138934126, -0.11189054533629555, 0.31244732628229666, -0.1520805072273566, -0.11524092902065755, 0.1426509226547697, 0.30408112694132644, 0.15650901435787837, -0.07551985713954128, -0.25900824577584297, 0.6725794015849877, -0.3463246025434062, -0.05595666333665994, -0.059748402674509746, -0.2213539748626783, -0.07337726647596315, 0.09665228463353716, 0.02673220516248314, -0.16946807206168713, 0.19737135882093804, 0.013006044804574655, -0.1911560603747799, -0.31222631876492907, -0.17945557412596777, -0.06994392361721596, 0.12402790906133529, 0.4033528372931042, -0.10281990200009168, 0.03843171659461087, -0.18129966436752185, -0.20054116228061802, -0.14777662624070365, -0.07159337718512132]], "b": [-0.06802008413895194, 0.12887379520503128, -0.0005080387094693467, -0.1794578264354263, -0.08873649309503585, 0.28845734329048817, -0.10273753272087319, 0.11691304606344771, -0.25219675314340695, 0.1756174055895544, 0.010205970354204043, 0.10605538638539239, -0.09879551095852916, 0.28332287350233243, 0.08460073531545682, -0.01590553260595251]}, {"W": [[0.5642657823903359, -0.20442788460356295, 0.3010362357627687, -0.5177710043684342, -0.231309243015267, 0.033929533642414265, -0.04616811854510937, 0.011451393661063224, 0.7975900495429028, -0.09494462651222876, -0.03459727029236048, -0.47275693282052195, -0.0781533463055044, 0.020298069850285122, -0.08149228727187179, -0.7726570872566467], [0.1896366604578346, 0.01633813047145177, -0.10705236000669686, -0.061278858409809955, -0.11019770331050638, 0.19479340417168228, -0.48299880588318433, -0.024270187913535086, -0.10883172497742184, 0.1959941842795262, 0.18459438414807783, -0.17119923664211276, 0.4347230560697193, -0.1471060271428101, 0.07185431684918245, -0.03925645984494812], [0.031466875798418364, 0.5235377724750417, 0.0741525242609203, 0.05079082250581195, 0.08608605186929166, -0.09855288764962129, -0.1785313319438602, 0.1461477404939079, 0.02028760720036426, 0.11307992083612986, -0.021832129789207927, 0.2566184136495673, 0.1851591491174327, 0.3211274840773107, 0.08965087247792289, -0.09456926698600693], [-0.09410588767436222, 0.23827602387340344, -0.5691552509715477, -0.12178705219223697, 0.2246537801971236, -0.22377793231896834, -0.17290604148727468, 0.08783161754111946, 0.08125658577676924, 0.04334899147748859, 0.3252518044720075, 0.3958108908954922, 0.10416781725401, -0.18117904548235894, 0.22948692241171392, -0.13178479672282767], [0.17081476722476885, 0.22475747608978663, -0.2792308129931866, -0.19810728545724218, -0.13938549377480614, 0.26004115795477567, 0.12411707183991973, 0.16305667516506986, -0.11088546727448739, -0.15359520913615174, -0.33387697643326475, 0.1668798332121402, 0.07908660615180278, 0.21569684077443524, -0.008176819001855684, 0.22756700053425363], [0.0405470298641242, -0.3541157349246298, 0.15614563569774736, -0.31492752423736775, 0.2019574099492118, -0.7008258802999616, -0.19874998436332753, -0.4584652935971572, -0.556088655785531, -0.07844690728529696, 0.3691338116985884, 0.412643899853423, 0.009039563515069762, -0.17089903471706985, -0.08139459001873396, -0.5610825199216833], [0.24328852796247064, -0.09554470818207632, -0.3352610789303387, 0.42812958191027484, -0.06836042486445137, 0.1390260579719362, 0.3074164430863371, 0.09059130945677472, -0.11053546825044566, -0.13086099685665964, -0.28499686790713463, 0.29784356508743165, -0.014126762230415396, 0.14783350846168333, 0.05448944791835203, -0.17891797267485796], [-0.013367525379994027, -0.6773832735661557, -0.4953206172025836, 0.23372845387205596, 0.020358103186066956, -0.05525712086093319, 0.26407023921328665, -0.5077960343861825, -0.7974268656743985, -0.14472098576366219, -0.25529655407861557, 0.007712542172273403, 0.13876985640166933, 0.17802467831647434, -0.022148335050573977, 0.35571970791536767]], "b": [0.175711128418081, -0.08727581408208165, -0.2955456295719303, -0.5198871895826898, 0.18975726185560898, 0.29753074946943636, -0.15796141430064978, 0.23956864501650146]}, {"W": [[-0.44532549504017477, 0.296145089463642, 0.06439507885176599, -0.03383569974821675, 0.313012534276639, -0.28472366825051015, 0.2545639531364031, -0.215253130498819]], "b": [-0.6277322842610926]}], "training": {"phase1": {"device": "mps", "arch": [55, 16, 8, 1], "epochs_run": 22, "best_val_mse": 0.26149895787239075, "train_bars": 5722, "val_bars": 291, "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, 720.csv", "data_sha256": "9a786b78110d5837dc37efbbbc8f4ee1b84874537821f8bc11f243d1c1af6d7b", "train_window": ["2015-01-08", "2026-02-28"], "seed": 1508, "regime_filter": "all", "created": "2026-06-24T18:56:41+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": -2.2653110306921347, "fold_calmars": [6.069446072254349, 0.0, 12.792140392032287, 4.419926560267317, 0.42780542130073, 0.0], "fold_mean_calmar": 3.951553074309114, "fold_min_calmar": 0.0, "robust_diagnostics": {"valid_folds": 4, "drawdown_penalty": 0.0, "pnl_dd_penalty": 0.3333333333333333, "trade_penalty": 0.16666666666666666, "negative_fold_penalty": 0.3333333333333333, "fragility_penalty": 0.092, "fragile_0_05": 1, "fragile_1_0": 21, "trade_target": 15, "base_fold_score": 2.7660871520163797}}, "recommended_thresholds": {"i_long_entry_activation_threshold": -91.84934608766994, "i_long_exit_activation_threshold": -18.447131075937417, "i_long_exit_activation_confirmation_threshold": -226.49623916134854, "i_trailing_stop_threshold": 0.0, "i_use_long_exit_confirmation": 1.0, "i_use_long_entry_confirmation": false}}}