{"version": 1, "asset": "COINBASE_BTCUSD", "timeframe": "4H", "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": [[0.21731629223458437, 0.06816840989182922, -0.12537062654620218, -0.06626658672641221, -0.17663303976798433, 0.18645138109757825, 0.15174346952573908, 0.14209182982085408, 0.10780257377932, -0.12315850529470111, -0.4504000698599847, -0.06758933470447967, 0.5712382492840615, 0.1871227586089656, 0.01176660593245081, -0.009004896031035334, 0.2508632328254895, 0.2377103433491524, 0.001992076906426235, -0.21930389879734669, 0.09809702910008065, 0.16834770718827272, 0.07422111755950221, -0.27226241276527186, -0.11540298629082285, 0.08185090524363667, -0.021446310202547423, -0.1405665801607672, -0.2940659238003931, -0.06377123894599826, -0.23110112912858208, 0.04179952034251703, 0.1503878082691271, 0.043711484502198805, 0.009700046084281495, -0.2042160953241343, 0.1239046614697748, 0.20108758203003316, -0.14513497674963977, -0.43082902758373093, -0.1299535210620795, -0.0549238202800757, 0.2647806704275761, 0.08278226644360635, 0.3673663267663729, 0.2223387922386221, 0.10658200431907244, 0.060066272566889775, 0.2060717066911326, 0.0077715653891267476, 0.3075407585757081, -0.10991263676071222, -0.14453325746939083, -0.24158628473764082, -0.05264494159301246], [-0.10962295378875189, 0.24380330061292427, -0.3613933432897526, 0.00029257244186857434, -0.429558985242398, 0.14242194671706546, 0.10711000062357395, -0.0015076583104708836, -0.03508209889159909, 0.11760129858386131, -0.041016549220679654, -0.1026510872342839, -0.04582189221849173, -0.052556384188911315, -0.3660144986621034, -0.00959529609117685, -0.1525356951213978, -0.029462204973426952, 0.361066661203127, 0.05820454318416707, 0.14767708620534015, 0.125688526080931, -0.4839938799116661, -0.39450617964706025, 0.3714326537058984, 0.40737557604579916, -0.11980597371099161, -0.008118652750394736, 0.14177067545047803, 0.15386295700319652, -0.11229966032617493, 0.11194385893127488, -0.011673791679142353, -0.06987332181685127, 0.26424280268006434, 0.11122044426124306, -0.3413085239397731, 0.012045140681557917, -0.3131537577414998, 0.2844027187268212, -0.06378916499835473, -0.037141306144853725, -0.0906027527156077, 0.4157661669368329, 0.11997395401776337, -0.026489310208120363, 0.1397382674043843, -0.06607633778469238, 0.3719915355688185, 0.12267502298552249, 0.019198435045673104, -0.07633463763746294, 0.055868667146454755, 0.025188755036220978, -0.3205609453942577], [0.19069100117481005, -0.10718524595929248, 0.08020068235552565, 0.25586221846132057, -0.07056959533114453, 0.04842858780240705, 0.18136200571619826, 0.14023628792115977, -0.00944664656747913, -0.28144205293831337, 0.1134255087283591, 0.19038914388132705, -0.0021521608580797463, -0.39815864966700965, -0.6311162480429233, -0.3189660447157972, 0.19970500345985243, 0.2156947992263037, -0.06485844809737638, -0.08568393572156882, 0.001487864074652085, -0.22007185244110788, 0.10308751661675278, 0.07731501627112299, -0.21061375660192636, 0.001502368657704289, -0.27083112172140605, -0.1967959301623717, -0.16217415348716147, 0.047031836777336244, 0.019995494652963127, -0.34035913660498673, -0.13946190351652882, 0.1515703580682346, -0.03632306210329958, 0.49847501225608326, 0.08634847695569287, -0.19014235824450984, 0.1675624176634042, -0.24064640257992576, -0.07376322715973044, 0.08735919938247971, -0.02223581908655138, 0.021521190827559263, -0.2726756158599815, -0.288356842805037, -0.5958754449165772, 0.11407119306768568, 0.28437639099110684, -0.03249921593011319, -0.36637458797356853, 0.4094858981278369, -0.21333855750964648, 0.15272842257665972, 0.7462542813825609], [-0.3024319654850154, 0.1466289721351651, 0.09323492749305887, -0.19056451627483545, -0.13894595773166696, -0.10383322093234372, 0.24891255174541357, -0.047025632239558364, 0.031334246147389444, -0.1486968125373399, -0.027566131130978017, -0.26512440530744336, 0.2179321650596416, 0.18109100892254879, 0.4409986646303712, -0.05305010056646391, -0.05979590209171252, -0.01857781262100705, -0.07937152370146947, 0.08188759062419963, -0.18059160700535437, -0.020937665091047525, -0.280568963767112, 0.07743725078948863, 0.19232839232499618, -0.1706762117487357, -0.1761068560941324, 0.28113465331203225, 0.012681972448731045, 0.3956228799747661, 0.4425081479205263, -0.051393545895601744, -0.2782776847925246, 0.1075898059117927, -0.2832186348989342, -0.22652609365602142, 0.03090503524419959, -0.3958396340101832, 0.08137251396086503, -0.04302223027265662, 0.10864385308315672, -0.13798664422026202, -0.1890802406504328, 0.29622949670990817, 0.023982115516472113, -0.10833454678809003, 0.14967144092391452, 0.02317845361009882, 0.1640881448294651, -0.1339473748605614, -0.2844839273021173, -0.20867696068183547, -0.004496180159153873, -0.09210311284187585, 0.11558399033386788], [0.20808085412091293, -0.15266393297099135, 0.08334541381896318, -0.04748343102032089, 0.028307743732258014, -0.4677202212140974, -0.021143065564473464, -0.20811814603867318, 0.36478928516249376, 0.0753212564922495, 0.20828306904861432, 0.13331101841546722, -0.18550143279966347, -0.14171437434232778, 0.036327324788104375, -0.020338838391285953, -0.5039332859926088, 0.08668737295267612, 0.3216737297802926, -0.47896851450655265, 0.29981212135968954, 0.32209681941588, -0.29467264196993465, 0.23213490754515542, 0.11846874256430437, -0.26813007759249174, 0.10051837872953909, 0.10923555379731187, -0.21912947096320065, -0.20302485658586833, 0.048746443713877104, 0.03274881489622025, -0.29373292114439714, -0.1264780501133783, 0.05219740076916097, 0.04521692798817644, -0.1172615525268191, 0.13671696620983834, 0.1514715726739862, 0.06272994416529261, -0.02108206742367731, -0.15754114608741604, 0.02938468142623503, -0.08124051931497434, 0.06198243993609626, -0.21325121358269716, -0.15446042106444696, -0.49941727552825843, -0.07008265594346737, 0.304709345081739, 0.24797523077176364, 0.07335143611475041, 0.17822747104499587, -0.30729509047329356, -0.27316524080153637], [0.3192278133715181, -0.007066831859863147, -0.23806314177365198, 0.22512145936308695, 0.2748794997654593, -0.1571283091449136, -0.20687474324298344, -0.23427295086033376, 0.11874173625899409, 0.2304984240109108, 0.19399887187512016, 0.03229032450731743, 0.2802435141060914, 0.07198291915346494, -0.1734395875157304, 0.5005019672543709, -0.40424843096983426, 0.36586038585656566, -0.22335443951913186, -0.0948097834675644, -0.22000296630166966, 0.2805038009465174, -0.23920907621413287, -0.21052099100811458, -0.03437129405084645, -0.23630740760850966, 0.4102586186188299, -0.17401507432780183, -0.23546741481644, -0.044384645626110025, -0.325475202846286, -0.2629104189968847, -0.07239976455915301, 0.05347023081831512, 0.06493381540569171, -0.23075376068272327, 0.04236429938556484, 0.1403767818024391, 0.2525001995378568, -0.23527114668689644, -0.22305584939445253, -0.2987806644741614, -0.15768811774018332, -0.2131505446671247, -0.04045535042612235, 0.06033435530602787, -0.06951557426305938, -0.3923711921526913, -0.05099962825423897, 0.31348685743162724, 0.20975364077914105, 0.3190438167715541, 0.07618871120675101, -0.19796217899394436, 0.04011808129784574], [0.20602457200685959, -0.11919509668346698, 0.1637872135357893, -0.3889694888085178, 0.13977900160178636, 0.559057410828478, -0.13018811886063247, -0.09455228586691544, -0.32275379479794386, 0.8025997693012643, 0.04481884175281789, 0.20194886814221366, -0.045741868854563376, -0.20544995909352465, 0.2533198654515997, -0.39293777691772597, 0.38505742890119, -0.40016461755487215, -0.5987542713206793, 0.08067979090693406, -0.7107021206514514, 0.4268090063535396, 0.022493569454471604, -0.24214187374681548, 0.1267834904527404, 0.047116312762692195, 0.175881306187371, 0.023635229522907843, -0.09896264596625134, 0.03832725421798836, 0.11310640307666077, 0.012013034199000454, -0.09459478624730572, -0.31870837484477066, 0.007083582240660989, 0.11422341073163889, 0.21530008209071122, 0.00557950392377469, -0.18121467278535822, 0.08158149621955552, 0.10876829791574515, 0.11966513318862844, -0.005065386517930405, 0.22741563094542433, -0.2647475099916042, -0.06566184582034612, 0.23824904522937912, -0.15030603858529928, 0.001993018870038169, -0.01762524533918261, -0.048206645853071724, -0.3553486108677775, 0.11537989097238578, 0.23879143143718282, 0.4403992015408843], [0.09213095049569464, 0.24692541232556492, 0.015248082155059645, 0.13168962252288213, -0.04839301162032067, 0.12113683226554672, 0.03850901397757786, -0.05842844309943067, -0.1760203319236014, -0.25266835898188106, -0.06549384180809177, 0.14372518300287912, -0.03657387507889982, -0.011252744992295977, 0.36554295387706326, -0.006301448554519376, -0.21761762403440715, 0.27296801023059225, 0.011289435778758447, -0.11768716677667226, 0.032567176111045516, 0.2542434872859425, -0.16604302078489733, 0.1292752043693929, -0.19623052960031012, -0.277444277933854, 0.09086895972000587, 0.21276037637634848, 0.5081415069258414, 0.15446571729320568, 0.0629579237386365, -0.27858832248694737, 0.2510500711206838, -0.3118013651386275, -0.22596640953568942, -0.016947759746267853, -0.01241690811647489, -0.18786053029539962, -0.2856508420213608, -0.32039534249394624, 0.050329325514396374, -0.04023465791270886, -0.043455232005226545, 0.06568164995621388, -0.2864881080923489, -0.02853361442042221, -0.22273823454064512, -0.0010162128845879266, -0.3633248232091743, 0.13356764335822907, -0.19237761158740907, 0.13050438884844726, -0.08823868183768968, -0.13070161230200553, -0.3584155570149539], [-0.26644090566301754, 0.022986229624722056, 0.18325971252611636, 0.09825251159905836, 0.2012218129053826, -0.19522721595538406, 0.016942993801014022, -0.12164120665960948, 0.1836153828346499, 0.17120639488691547, 0.10623535049979918, 0.06723939418766367, -0.10839021285370809, -0.37514035223752207, -0.08387826236585105, 0.0612734197683154, 0.11593001110342739, 0.18032847258320112, -0.024452767024360396, 0.35715929649579836, 0.3117943776840895, -0.41688489576768495, -0.14616619140290063, 0.12812640483438104, 0.1350435881470583, 0.19729487995155748, 0.4307476316727326, 0.12044467777171339, -0.1782352743144492, -0.024007671483561463, -0.15373342915541963, 0.3619783584717661, 0.318191729204163, 0.1941380647359708, 0.11346149520353012, -0.4394951812084073, -0.25649924876938335, -0.25416142203751035, -0.21376869208997518, -0.3112717157226446, -0.2631499636078867, -0.11364014557300549, 0.2246789154865934, -0.16091000058945515, -0.17701286165754898, 0.18304519921266335, 0.05082962194170869, -0.05303736513584494, -0.10370730779571295, 0.039213599083526327, -0.007128848805533633, -0.5054378941659479, 0.0891760023612082, 0.3336941302462988, 0.16380044311205655], [-0.2159837567537463, -0.060408574879310756, -0.06546573726897766, 0.15638983328243872, -0.006066980567685995, -0.1247027495405231, 0.3483918941104657, -0.08903990400719437, 0.2835732514184147, 0.3871466026971454, 0.1313082610363056, -0.4676721845792716, 0.06162895886462862, 0.11885583075412229, 0.1952498405486554, -0.177882221916504, -0.3867692095556247, 0.061892928175162704, 0.17257477041911704, 0.07244055361085247, 0.18550157073546036, -0.010010390533527362, 0.3436538182711211, 0.33385445434962263, -0.0695714516192917, 0.3316174123655712, 0.20871539263061306, 0.23860415891979955, -0.07822226623503754, 0.02561659695708861, 0.2512260132869724, -0.21053752750692326, 0.15769616500657896, 0.37183437831537397, 0.2781180830954386, 0.036805708598296336, -0.44240732273441097, 0.04992560576487229, 0.04359897598215433, -0.14393292462766077, 0.29398765723888703, 0.2238645593511183, 0.06967320165805094, -0.13910962396726115, 0.2771548225550997, -0.01218790775111192, -0.0060810535604107485, 0.04070421691575979, 0.13336811251691313, -0.003058745852828233, -0.10715939693067496, -0.02455709962266011, -0.2325063557908672, 0.056693499511551115, -0.3287522293874158], [-0.23655906028380255, 0.059056180801233496, -0.08838048958911324, -0.05680494127765644, -0.4171333475624118, 0.18568482247594686, 0.10819402554727936, -0.2007200364695416, 0.1735331944434907, -0.2061111772820991, -0.0010450094114574024, -0.18903077628390844, -0.16468900790090002, 0.05011408021981299, -0.1770069360145286, 0.19514170631101663, -0.1989937033334392, -0.052366893772659164, -0.28993556103942775, 0.08867642436925194, -0.08611188695919825, 0.1638962422199414, 0.13488656925753564, 0.2169524190906841, -0.3110226114043449, 0.06414359464973267, -0.15469045773205703, 0.26176339363695905, 0.33458231007036343, 0.23746398072484529, -0.05946535450458523, -0.1472592243672748, -0.026838698776686192, -0.05508281159524909, -0.10541887883503746, 0.06063690685642832, 0.06017895955989, -0.08264401107415001, 0.2236248496738257, 0.37341995532736827, 0.1496906967383437, -0.05553937988256801, 0.04110581253408905, -0.20539217241969682, 0.17685068076211186, -0.0870327857274456, 0.09044037625694235, -0.31373525014475423, -0.15906013213504994, -0.06010920173402594, -0.28015551847931414, -0.040476561308590946, -0.06809938020612209, -0.09404590902258428, 0.3476451401430833], [0.039761961529466205, 0.2021475173346089, 0.38539689690290296, -0.1364575702186316, -0.036594555407695184, 0.08712211419102711, 0.06477999054529612, -0.23018430183036462, 0.21917733261178562, -0.12141495433569856, 0.0827350911630115, 0.008401261801197428, 0.19079543656917772, 0.08549807731466891, -0.1011189877127188, -0.11792140442314913, -0.17309626540877526, -0.29959463718180773, -0.29984805900997036, 0.327923751067357, -0.2881666527243602, 0.1176307124967682, -0.27071305088846187, -0.09102639649537636, 0.10778969645290566, -0.32480074421715327, 0.24108144415881008, -0.1710675143044584, -0.12060544072531748, 0.2526877973806983, -0.11130527590792937, 0.25122168756368407, 0.10471177768008746, -0.18651362073255512, -0.08261200008851641, -0.005332098604533608, -0.03175000781752115, -0.43871733618812087, 0.24784265165362956, -0.12992873095747706, 0.14661511131420074, 0.2822249488706052, -0.2464237411445683, -0.04298815887038999, -0.24088219441871264, 0.11689858388083385, 0.24063379441428667, 0.07147969320977074, -0.3361383101214957, 0.033591284991197824, 0.38889388017972876, 0.004598117327773238, -0.12135953073637878, 0.014937810184893052, -0.01157105695161282], [-0.2805868673552714, 0.18677799477030768, -0.3007529083265084, -0.026831889171114474, -0.10332260708407684, 0.07626925681259183, -0.08450552151288288, -0.49602392410367924, -0.0174785518803477, -0.18740296896749073, -0.12819252473168447, 0.09185739788995956, 0.19534042230005405, 0.007375035440303172, -0.4244498957732098, 0.28139388534646603, -0.14558456758440508, 0.06962477413096181, -0.05970134310539739, 0.4977945104679987, 0.13156991050487715, 0.02782401650836866, -0.08608616787765201, 0.04530974513520692, 0.13267962044069317, -0.08874660669522354, -0.38392261624389873, -0.09383541158836435, 0.14452207312390902, -0.1808169544279723, 0.06906137510976923, 0.10850988075947494, 0.22337978945991302, -0.23676431094801953, -0.053335170295725536, -0.2612008877411046, 0.14333204835169322, 0.009509355038234493, -0.13865112504534555, -0.2844907083923764, 0.02635957249182968, -0.09234060055550337, 0.4153746347334666, 0.11741671340695094, -0.04610166633191543, 0.03791100831834812, -0.4922689981779918, 0.04016210467632897, -0.15863367809536974, 0.052615924729981875, 0.12764326109358606, -0.13306315496839177, -0.371538811238141, 0.0607044392459171, -0.18993433984411498], [-0.0771817536612838, 0.16637148288949632, 0.011798327724650887, -0.048932216144416715, -0.0856498481448533, -0.2811716111902895, -0.3179939845579751, -0.010060544478790463, 0.4793276611507642, 0.08295715839249948, -0.011932008904353718, -0.2552525357228065, -0.3012583164486234, -0.18261139045354707, -0.06812035688799395, -0.1048560315356017, -0.5725265958700032, -0.5531138911016563, -0.28929354108778177, -0.10168153895938231, -0.18263468753370204, 0.085401209207363, -0.19013611260526952, 0.18013322857588732, 0.23214289698649979, -0.21555695169605288, 0.36070994769412906, -0.14287713568812882, -0.029925154099451158, 0.38525752192445795, 0.06580128191281465, -0.050281646351229614, -0.2645790266348634, -0.05214930265896055, 0.06587921110165953, -0.13974009172731194, -0.18109809358585494, 0.0024892513145329774, -0.016398642832347772, 0.21883372494996164, 0.037625794198659246, -0.14745284300938186, 0.27319375218587233, -0.05334450981937154, -0.19657639949313505, 0.0060188018402137985, 0.07498034061656163, 0.22719081277944836, 0.09029379963911174, -0.2790312212022017, -0.21286857831851075, -0.28045108910384703, 0.2588246084798325, 0.09034331232471875, -0.11678759589411901], [0.0474193613207906, -0.1993996464805005, 0.04791779548615969, 0.27717092838276125, -0.2543074191581, -0.28814604813964945, -0.16312243230441428, 0.2091333016759017, 0.341516905129721, -0.11600824820546127, -0.04483136401104593, -0.049740343742054105, -0.22574436306149742, -0.3676492962167042, -0.04582282209531259, 0.013595551612432501, 0.21958656379787922, -0.0949137950725585, -0.0160969834997588, 0.3454388109026639, 0.2003666702457948, -0.07117859287624251, 0.019328073318375355, 0.034956686531893266, 0.16318128203620075, -0.372152854314037, -0.003672462511154967, 0.07339485881765595, 0.03638573513299929, 0.10100657128085132, -0.04736230553964174, -0.10407370645423744, 0.08132244545740275, 0.04727516295570455, -0.15558872368760604, 0.1709186094503625, -0.03926946228122275, 0.18510011080758718, 0.3839563420040509, 0.19345597321718042, -0.36326911843355036, 0.25292820509259684, 0.3143133950879163, -0.027737860246070535, -0.23309677072574173, -0.03303837595714931, 0.2256307176398884, -0.12129260751925239, -0.11809174389311787, 0.35665356062876585, 0.05501311696617161, 0.22803905205394495, -0.48253296296459436, 0.011326890584036405, -0.07375906963126277], [-0.12527734600291807, -0.1315268517983421, -0.009697371230478861, 0.11991407218919287, 0.38413816236489123, 0.1761849188758192, 0.24155767990288257, 0.06974722960044197, 0.08453580995032305, -0.08674433069517778, -0.1917132062013293, -0.10847284964399834, 0.019806493008563547, 0.03234543333685558, 0.13072023297737917, 0.44109150473152864, 0.17414878072400677, -0.4748192480514706, -0.04545700406165924, 0.09362510705315269, 0.3258847241869395, -0.005572592905280741, 0.30481145486858174, 0.07808227892422846, 0.028558947606426584, -0.12223208513237678, 0.1905701106619793, -0.12875390054936686, -0.29963384028389345, -0.10257177841176013, -0.23452773140627822, -0.33469605834483923, -0.29778733293128284, -0.0022081191263032263, 0.2691694002920977, 0.11724479319922056, 0.1294267854945281, -0.11255307631963897, -0.16634896222071413, 0.010567007571211338, -0.21740595053406267, -0.08707830144956527, 0.17396375113382884, 0.15576975578460184, 0.08767252298940939, -0.2932735697795527, -0.014008689944475631, -0.26638186820338655, 0.06217962493590566, -0.16423051090358184, -0.04305066781466253, 0.04568016524417042, 0.08762551933013919, -0.3318310215815212, -0.12465673548490137]], "b": [-0.17120336462876132, 0.04709175674680083, 0.33912809683849726, -0.5091134734000407, 0.08664220548792237, 0.1222739173434283, -0.028572494593731096, 0.1570165265985893, 0.4196545687264514, 0.11685126791977757, -0.13149312601037627, 0.045874884093245236, 0.22888486830710206, 0.11472476352149334, 0.17259777167366314, 0.26807631951722893]}, {"W": [[-0.017145541741617996, -0.012008574052850482, 0.06704104115953874, 0.0034521867959334232, -0.03240449446232155, 0.18892245401185914, 0.1664637563031794, 0.08145499538900704, 0.06952670276784517, 0.11935261440743003, -0.3080551237419991, 0.07540086073671687, -0.14516768324025625, -0.2544334813935937, -0.2927539841028893, -0.14765144414632833], [-0.07753471559064007, -0.5222802715991761, 0.0786415414146881, -0.38784875918052425, 0.3111096625577124, -0.5772640385754485, 0.1432767650565083, -0.06037196671308448, 0.36667424677899263, 0.16084158453450614, -0.47511392890664944, 0.2055532444294303, 0.16260804070690807, 0.08288253843644629, -0.1371873022051351, -0.03020903068296707], [0.26848566462664747, 0.12472145490736758, 0.17340475194164248, 0.29746564867839786, 0.11986426846478046, 0.30682205325402273, 0.5375182592403707, 0.5862705437449702, -0.36510061342009276, -0.09189407534711284, 0.4462599106930872, 0.11498842872449662, -0.4218833551589214, -0.22792870582102445, -0.4519144577816514, -0.05485933839915945], [0.0016657940283421706, 0.2803884953649751, 0.1465499612798314, -0.021213078897223174, 0.0014371742046250142, -0.3419906714940725, 0.06672292410773599, 0.1454748195340532, -0.015918083961590397, 0.27161064663876305, 0.012287857607082231, -0.4008497328477377, 0.26739320779295284, -0.04486552402035563, 0.05684324956792549, 0.09595333842369398], [-0.177931031089587, 0.2989571139547026, -0.030318619444834563, -0.3416725162549035, 0.42867931058148395, -0.17466874150363904, -0.02413291972041394, 0.15409217128033229, 0.19190307904151999, 0.11789251838617021, 0.32907417319020327, 0.12606537352398703, -0.143672433777162, -0.011366799140564935, -0.022968853048340225, -0.19663267511998983], [0.3082867200418762, -0.16694379293625083, -0.13833242032987236, -0.42041135517720196, -0.3437412144515034, -0.005428715522277245, 0.0394092210253154, 0.07013809390897044, -0.6534223369476037, 0.2076361584838119, 0.14103690035709943, -0.24885590944566585, -0.10954075411814544, -0.0829830261577205, 0.4183052734190533, -0.01318434825895806], [0.2786209624313841, -0.563633987435537, 0.29320041903141314, -0.41143591384683464, 0.16145375132219478, 0.26101013706169385, 0.4937443081663842, -0.13160516017408444, 0.2617022669878847, -0.16128106299259923, -0.08520987150171926, -0.3917989943477753, -0.06480199529839797, -0.10296949251874661, 0.24112956720906517, 0.1315594801810639], [-0.23248250484088684, -0.12611290443849565, -0.34895633690108224, -0.3452718136982228, -0.5378897066561507, -0.20118413195432244, 0.49507806660514364, 0.14450899345238163, 0.31878255037352665, 0.13800507073531756, -0.4291226491475981, 0.057280303701365484, 0.025576688185268467, -0.07211164209123462, -0.4268160680725409, 0.42562396282720516]], "b": [-0.36755759679475053, 0.24636901081785748, -0.22196422031021182, 0.4734011328923191, 0.37669038741057403, -0.2734690194849515, -0.11114657402114896, -0.33198329170000834]}, {"W": [[0.17232272174062838, -0.1499774099479249, 0.35840337303008996, -0.586489836293703, -0.20885980440687835, 0.24678232335533204, 0.585286220842822, 0.4144770285042461]], "b": [0.01303392076465425]}], "training": {"phase1": {"device": "mps", "arch": [55, 16, 8, 1], "epochs_run": 24, "best_val_mse": 0.23254252970218658, "train_bars": 10196, "val_bars": 731, "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, 240.csv", "data_sha256": "56aff7ce434502229df5c0a12945628d2f9744f7fa4479175797a0a7f17fa454", "train_window": ["2017-01-01", "2026-02-28"], "seed": 2424, "regime_filter": "bull", "created": "2026-06-25T01:08:29+00:00", "phase2": {"es_popsize": 32, "es_sigma": 0.05, "es_generations": 300, "l2_anchor": 0.01, "es_workers": 2, "fold_objective": "robust", "best_fitness": -0.17967429399718865, "fold_calmars": [0.5940362599296427, 0.10909900825318267, 0.48772516072786404, 1.531645485032345, 0.8286232854628983, 0.0], "fold_mean_calmar": 0.5918548665676555, "fold_min_calmar": 0.0, "robust_diagnostics": {"valid_folds": 5, "drawdown_penalty": 0.0, "pnl_dd_penalty": 0.16666666666666666, "trade_penalty": 0.15555555555555556, "negative_fold_penalty": 0.16666666666666666, "fragility_penalty": 0.012, "fragile_0_05": 0, "fragile_1_0": 6, "trade_target": 15, "base_fold_score": 0.41429840659735884}}, "recommended_thresholds": {"i_long_entry_activation_threshold": -65.14849713824185, "i_long_exit_activation_threshold": 66.88329969025712, "i_long_exit_activation_confirmation_threshold": -163.2423642788765, "i_trailing_stop_threshold": 0.0, "i_use_long_exit_confirmation": 1.0, "i_use_long_entry_confirmation": false}}}