{"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": [[-0.17057568248664007, -0.13001168027937943, 0.39250515400814046, 0.10555859081732843, 0.16715005174878456, 0.007602907855837924, -0.17354803696337737, 0.20724567259976082, 0.10294813902162861, 0.519628600925859, -0.3459231874979726, 0.14797365822282968, -0.4857757410953345, 0.35287880649263387, 0.0025917725383727552, -0.2019772482693599, 0.1407219228036987, 0.11128242161685875, 0.2931649202413572, -0.05021457421437974, 0.2515299401402786, 0.07338649332476199, 0.5859156506549956, 0.532944479166685, -0.0744871299681518, 0.20507543174866893, -0.04605576840546159, -0.35659690216021717, 0.006806886694948323, 0.07594157819177774, 0.2931360173342432, -0.2371884599214637, 0.059289827535497934, -0.27895151555334957, 0.08945729468002278, -0.1285492573388685, 0.21997486912666323, 0.1679093083961034, 0.048507586875699435, 0.4854367895763612, -0.4043241529835484, 0.27893611595725903, -0.12735232983250458, -0.40048130747246036, 0.00477975628755351, 0.07565820678758733, 0.2454930230392012, 0.008280794432757766, 0.31567147430490916, -0.2875940639349922, 0.1240820649423358, 0.13923381744818147, -0.18054021066727485, 0.3473143329910486, 0.2568728376621181], [-0.3836101789835926, -0.04993954936718209, -0.23744972797224057, 0.21809860382859028, 0.07430576200285771, 0.3266114792871281, -0.1589501377504203, 0.24765971636078388, -0.158514143085715, 0.0568742372708048, 0.433568439058041, 0.2318575946549996, 0.02045610587072915, -0.28120967367049493, 0.06313903602375584, 0.1835495081130609, -0.06954603076544283, -0.22872319372482902, -0.15557069314775876, 0.04516977106107509, -0.16036014101608975, -0.11920444459784564, 0.1680381403779328, -0.21816066205070384, -0.3074122214607062, -0.37977752316035523, -0.045019986947494386, 0.08533914685636954, 0.07733326448280349, 0.1728776146871169, -0.06016899507013507, -0.3455744276306183, 0.23025489305820265, -0.13915526490566255, 0.06337218101901376, 0.23427685737702045, 0.10184796510424798, 0.051489321580728026, -0.11902819978432444, -0.091843480353417, 0.18009665278584, -0.12211273812368323, 0.18148425161039244, 0.41912755583628436, 0.1759379354809888, -0.11281511396791197, 0.606814131385285, -0.17105784980566777, -0.03652384411904005, 0.3330108078665414, -0.2493048722738736, 0.0461986877116251, -0.21175054077409317, -0.0026801923008131397, -0.04228482746870467], [0.36438555821809465, 0.03162465498181656, -0.11282504264298311, -0.35389516501816676, 0.047738525734676254, 0.17566754382610913, -0.22514638786866795, -0.2063644700085706, -0.01562725094421291, 0.29324720453470277, 0.41388484045477797, -0.16897536009562059, 0.10166371455471115, -0.49968469708603297, 0.13464771557894462, 0.06499980109676609, 0.0936708881745166, -0.3280403274065613, -0.012069122752534599, 0.16938489813895335, 0.10520508268756315, -0.2631665542498767, -0.49310366970161257, 0.08359076000389208, -0.2825835854948058, 0.5182486635646851, -0.2672784111370594, -0.11711677869504872, 0.44954563318804125, -0.05560274232249779, 0.008798624921689133, 0.4039448914965147, 0.09231765636813895, -0.03046564074546046, -0.0140301557068188, 0.3214864795917809, 0.1515830175492773, -0.07306403153678143, 0.21206785541262324, 0.16718561682706373, -0.46737938800109485, -0.1572404149058059, -0.2852098978936495, 0.08568926057524236, 0.15554130076575295, -0.16039167623887104, 0.2890810012887899, 0.5635184113170325, -0.05384699029256031, 0.25291118106622523, -0.05253123290816338, 0.12821866600420323, -0.35574116312352416, 0.2435372562687368, 0.050169441703745474], [0.05979529518420672, -0.1400383350670851, 0.05911914888309422, 0.18018022994361899, 0.27456363737736544, -0.35126411295695453, -0.13405842888571595, 0.11790494593434545, -0.5165311855460115, -0.15241828116569667, -0.687306260211539, -0.263518939607577, 0.4030204316601935, 0.26601370183131123, 0.18504765900689163, -0.05325887057950235, 0.09069961254339148, 0.09545932152054726, -0.047723333426499294, 0.06444222285401492, -0.27845852892654455, -0.12499830119162227, -0.023402180099330358, -0.04804961492384332, -0.46830424842362717, -0.04140053753421849, -0.5551785955949914, -0.0140257279933322, -0.1974571159940717, 0.22853577477001208, -0.07813545561893862, -0.3655915835705007, 0.02260490843068333, 0.012949628923773226, 0.013750543495999152, 0.23013575385746604, 0.29496130562275474, -0.11682188697182957, -0.011550688504904871, -0.6157060438389823, -0.23431050718941698, -0.16008337397819633, 0.37780481550872164, 0.12016725299793388, -0.06210513899221258, -0.048901541606401894, 0.15299532744457117, 0.6749141474462239, -0.2875185471754412, -0.05091454727080103, -0.07812580217512621, -0.18078225620576097, 0.042638976443131325, -0.051648702383943146, 0.35521532376795073], [-0.023318406649581368, 0.486426190495, 0.21512576842273662, -0.0997545230084124, 0.30157834759951885, -0.02367193906565441, 0.08287711868398578, -0.09657220715547324, -0.1977993407880161, -0.45511332483486444, 0.17290813308592165, -0.07548801528475114, -0.2602809386474323, -0.16462535027970082, -0.19633014970235077, -0.1064661009577428, 0.013038167703161664, 0.07157591129022291, 0.06342542309539458, -0.0017206481011018473, -0.19276962910052503, -0.2652343224087098, -0.34403091929651, -0.17264652046668155, 0.17138860341530943, -0.28852800010946245, -0.1573310800749053, 0.1102994050615785, 0.15991216982515788, 0.5955140673124509, 0.3607544165485081, 0.1275962358201648, -0.030857847944035233, -0.19317871474164797, 0.056511224145642615, 0.26932494113680433, -0.08117674210056047, 0.5586580064317884, -0.009329421188262525, -0.16841654295772124, -0.13825766895910319, 0.6166163376368037, 0.1638670268152245, 0.22377052707055084, -0.12210620266264893, -0.15089196916752556, 0.17360533443685666, 0.11447639071366231, -0.037401011020072136, -0.15921346547620788, -0.07647639518831266, 0.03527266034676445, 0.4687407732792837, 0.21579702996779315, -0.22187535543749928], [0.35595775942074553, 0.22195906559591042, 0.04144841290921826, -0.14537015858433733, -0.1546133437523335, -0.046607448923366296, 0.13949257084492045, 0.060803020773726776, -0.026172931282783786, 0.012275887401531294, 0.16495505213796124, -0.12656496576906548, 0.03172011447406928, 0.2878145084680318, 0.13423593025531397, -0.03530490271615186, 0.3913621732574642, 0.45993174423276467, -0.014986608947229566, -0.30111311378939154, -0.03965534259152679, 0.05263346163568036, -0.13346900755609942, -0.010040372217161048, 0.05513985845063885, 0.0910036420445624, -0.10009823442764022, -0.14582450206754835, 0.24925105966585806, -0.08530296563980723, 0.09571664376412128, 0.25152483761383293, 0.01364074574918251, -0.1512454898974132, 0.34730082571275117, 0.4929713370291838, 0.10495800730260944, 0.10488559955729979, -0.1937925148315029, 0.13984833203351915, -0.05972395658133696, -0.3839213150317924, -0.2657111751299881, -0.03175465448228748, -0.06264195610426301, -0.07808827775894048, 0.05061331029726417, -0.26942534590056, -0.03238000037236512, -0.33126512662791296, 0.20301731006919688, 0.1286359536485892, 0.5267158442249297, 0.35028808341186374, 0.2722908752446618], [-0.0408799235668697, 0.4554281126329987, -0.1129181296523245, 0.17138594916098526, 0.034239236998768366, 0.296690749234355, -0.039941716478154275, 0.1040902625557108, -0.3132515927994414, 0.27946365850920096, -0.17737518301901375, 0.07340374060316864, -0.27521773625139057, -0.14757671691269808, 0.11761133121977957, -0.011798903939770782, 0.059922736266221396, 0.04853918203388367, 0.04808791161529376, -0.28166208699749395, -0.031135542200034633, 0.05468696989115467, -0.24268190578773036, -0.2086054459341218, 0.37704498836509026, -0.11428183042634063, 0.4074280347241576, -0.22710142045282447, -0.11293517700153607, 0.10211668571300309, 0.28789050977742864, -0.0863160711077309, 0.27616470191762654, 0.12487293535916087, 0.35259405297787133, -0.1740490507210932, -0.11283673542030877, 0.05780228703489836, 0.3150792097625698, 0.2967756805614056, -0.42167239307299026, 0.1934296201955574, -0.11742601709599083, 0.1250481652963989, -0.11674998755749555, -0.02501458698271425, 0.009080285856200507, -0.24256379616572685, 0.31967796690606254, 0.2310011359958094, 0.05666717624811605, -0.1286153103026543, -0.051692153646405586, 0.022894023850425355, 0.09364433697640268], [-0.30410592263175057, 0.334753700925455, 0.09399379511362385, 0.12530470912341765, 0.0029737582619930383, -0.08021166160464048, -0.1387296424169555, -0.24502804019746496, 0.3139396283263336, -0.13718395889886068, -0.15727511638114283, -0.10657872803348015, 0.04433846339641523, -0.01925167262061815, -0.27967853039502427, 0.2610080923549352, -0.04574030093594947, 0.08951713773762007, 0.05071550698279431, -0.42187979305538864, -0.1826771875528506, 0.5851371330341829, -0.16850906658732467, -0.11590810839347078, -0.6658860387853154, 0.04728767733075897, -0.201217454836776, -0.21027417235755802, -0.034909815048554116, 0.22851673678021037, 0.20759451962826464, -0.10477885917173979, -0.06242660906739944, -0.18796117338796442, 0.1524969375820003, -0.5763443660277562, -0.13799198614232325, -0.23497991805068597, -0.18725931859748723, 0.2955209685813991, 0.11196868951406301, -0.16403077617382533, -0.05971248311528902, 0.2927490097389601, 0.18895507778324144, -0.17806925442568353, 0.30217973718122076, -0.3973827839619041, -0.15962998121577684, 0.11785168194670863, 0.42104570847186, 0.3229371454056162, -0.3101613773009895, -0.015544485723112218, -0.03276307228955728], [-0.18576301785607455, 0.36483925316190646, 0.3597901578214937, 0.5231283326495473, -0.15447739371370758, 0.6614843188041494, 0.11361873154359534, 0.22780628036222386, -0.10537086245718129, 0.03831043671396586, 0.27288004821359246, -0.1907261323426491, 0.24722138091348103, 0.1257189215178763, -0.3419696976682279, -0.009944189040965154, 0.3316120549758071, 0.2657438114269813, 0.5329631160028654, 0.04495925049149103, 0.16981479920571746, 0.20756485895028579, 0.0629212956009903, 0.44271627879231606, 0.16289121654748992, -0.20827012989829854, -0.06296985714567123, 0.07687657732174785, 0.21175219884512278, 0.3704161427584747, -0.14744725881306572, -0.11122047974259269, 0.46587183460972126, -0.20694936641077363, 0.2137571805015589, -0.22166998674733351, -0.12393846112369301, 0.3904528339767388, 0.0462654136070771, 0.11633193664333173, -0.042593263621239504, 0.20429269394253988, -0.2342391627126389, 0.2876962617627471, 0.0352186952716552, -0.10340159360308332, -0.2164890948371773, -0.2591085866166851, -0.024991996818859004, -0.03645548719931861, 0.23763314411411704, -0.07302269232217978, -0.2729733563573257, -0.020871613008667887, 0.09868666276751042], [0.0035694748223326044, -0.29016889077614283, -0.09912032696132186, 0.028413498959246705, 0.0475265331619842, -0.07187129825265959, -0.4392592252359929, -0.09191145821190966, 0.02861475927572009, 0.07538918289024589, -0.28453396700800965, -0.020080498420114598, -0.03594852950115586, 0.12755348212123457, -0.0817787322548667, -0.6552881684095874, -0.1950776028924946, -0.070815119284568, -0.0021612036483172614, 0.06027893170858489, -0.06528366198317406, 0.5191510033204056, 0.19288449108072833, 0.008359133367973101, 0.3062413361217201, -0.6129689698815949, 0.014105120694976568, -0.030219336725566565, 0.394188851411164, 0.2399349636841905, -0.12860693963185943, -0.05957624359445721, 0.24433505246909215, 0.05290250328172375, -0.24183377675934414, 0.16772362643515062, 0.0974839659292352, 0.04364679148642177, -0.0015152278016686838, -0.04391075903599396, -0.03152161422570738, -0.04335542143506979, -0.07058185597704089, 0.3079574816669167, -0.229733545087193, 0.0722722042075541, 0.04071063148040578, 0.045577718374040635, 0.25834008514864476, 0.1637638680205486, -0.08892954054839301, 0.23464317570124202, -0.08335149065567349, 0.05379051372120352, 0.4070313902710485], [0.36054264967737515, -0.13859842664936756, 0.3147989430187147, -0.3517285928384781, -0.021187564729923614, -0.12604077202889016, 0.08681257839374028, 0.5140260376863474, -0.07389241862378089, -0.19422541587168382, 0.21448163906653978, 0.20970025145608862, 0.09007722332714413, -0.13635441121422492, 0.2153982906770872, -0.3322992253848499, 0.11839780143851972, -0.32074868527045997, -0.00784151711110058, 0.055324185351071566, -0.33955204319887067, -0.1665446836828606, -0.024009652977281325, 0.05782985557771502, -0.14883231852089315, -0.38769534273842615, -0.06807936437785843, -0.48347243712115834, 0.016811297815796294, -0.17139461076574658, 0.0935428829043421, -0.01286263807075367, -0.17382756515136766, -0.4172790270200569, 0.05748659241889321, 0.28717365902611003, -0.12257977400169687, 0.15363297950848764, 0.26153674180721276, -0.37965350109033785, 0.10529374664126065, -0.14972229944310864, -0.28170512000005976, -0.18793697667473472, -0.20813536361704957, -0.01468714831676567, -0.13084269498484302, 0.17139825936724687, 0.333419122550147, -0.3269016150649015, 0.12594951534267737, 0.11150354567086383, -0.11989118941431297, -0.1091956740561725, 0.19823227598863719], [0.22040018396130176, 0.01466632835700989, -0.39658488243458095, -0.21548973765066273, -0.000425852836777485, -0.25593366464859735, 0.4580469172389337, -0.35473537200916644, 0.1659014626387592, -0.22045487480286877, -0.32204110978748957, 0.3107462760486134, 0.11709114455160002, -0.14308733477468527, 0.140055151142908, 0.36256399663171995, -0.2545588635890765, -0.23539330632552274, -0.05279313144906914, -0.1238310736763971, 0.25839159433654424, 0.04151511765325583, -0.02865249729142221, 0.21131519934614107, 0.15754773227746507, -0.16701119897042355, -0.10111589517699265, 0.22455322695180271, -0.18063550915223525, 0.519817274503374, 0.39937622009016915, -0.31188870033373106, -0.2848512165483771, -0.17924582882249773, -0.07591544409615111, 0.26765314909124893, -0.0028705262326482184, -0.05582575013466187, -0.042322329114431206, -0.1693641459298753, 0.39393020997166883, 0.03952530921808029, 0.15095754138687206, 0.29484101886522834, 0.1941577622101414, 0.15725625806489044, -0.029321293561107787, -0.25528764088294276, 0.09293735183502976, -0.004399704300152185, -0.1667954759213014, 0.18661391657110216, -0.03660800929405519, 0.06358819114230259, -0.23963780275840557], [-0.04296123887051514, 0.06295942748895926, 0.022013950398097334, 0.01856592061588639, -0.18513864689280393, 0.13933652270402513, 0.3509409301942745, -0.1459282472403496, -0.3441490738380477, -0.17180540986484222, 0.31541073149533355, -0.10351769088950208, -0.13195734159855493, 0.23936042098824512, 0.18067395836227343, -0.10795455428527541, -0.40563396236211074, -0.06752468976739431, -0.3740480751207148, 0.07602606359282563, 0.3037390263483361, 0.03326764056884973, 0.33995289971881126, 0.18905670784623316, -0.1975694527066128, 0.14538691201899795, -0.17341899031519417, -0.15722353403368292, 0.04017151249171984, 0.015418912859082756, 0.33296581529333047, -0.24968734567643133, -0.04541788087154463, -0.07390078737167857, -0.014298211461987634, -0.44680763386960337, 0.04720604634595575, -0.28319630927157624, -0.00230355733979911, 0.07837541773324613, 0.2675406030932675, -0.08991062550011787, -0.033779700186789496, -0.116979826369568, -0.047631010182978516, -0.06942150835160574, -0.12682281405485318, -0.11800377584111144, 0.4481565663866562, -0.3562264210589759, 0.3168416711391378, 0.04322778621934552, -0.15744251807527165, 0.34953285230355124, 0.16932078223098662], [-0.18798312176388984, -0.177183179706923, -0.25438654314439596, -0.06935114278404166, 0.04913653123952463, 0.05572034849843112, 0.015749301793597563, -0.257349946298886, -0.0828855322260508, -0.22506106329125602, -0.09063709986944213, -0.2659646589593093, 0.18144152044783524, 0.24936243071098182, -0.24733601317168036, 0.19031422014304206, -0.30027515364944113, -0.21603952226482603, -0.0402683421991852, -0.1865962053204765, 0.31243825741321113, -0.12841752621622896, -0.18524675316562622, -0.22720502882353405, 0.023626207542566592, 0.1976532723206987, 0.007924770688410993, -0.1653737786846326, -0.07085501909507463, 0.2715024659013316, -0.0812754337075336, -0.18841048614989261, 0.037881239409653655, -0.12274175262041835, 0.5966345661761839, 0.02224059887228373, 0.44709706531810356, 0.4376693800489045, 0.13044303600400098, 0.16344488053774764, 0.026414048924037013, 0.009099469551283483, -0.1995261820160723, 0.14457640466407878, 0.2704455151482004, 0.39474188427859486, -0.07598312175600327, 0.42415790199659364, -0.10626273991180324, -0.050794728764662074, 0.03166144503525642, -0.06673580415011243, -0.04974121776512292, 0.11927188814881232, 0.23479497816916262], [-0.14903418560438303, -0.25457793103974496, 0.34643871002242804, -0.28070342424565387, -0.3592915417059276, 0.06913284797790008, 0.1050251018748748, -0.27604866818592005, -0.03451964066201467, 0.25649353371092737, 0.05807693212471495, -0.18258966138307034, -0.0702039071692018, 0.1115764864955682, -0.003378328130843586, -0.2933680699709666, -0.28872504506874636, -0.11890720652994614, -0.3191270793172975, -0.21428073416460106, 0.012260384037088741, -0.09761042965794668, 0.2893715487369456, -0.09022663856607167, -0.39488682676974557, -0.09019200479307887, -0.5103973406608403, 0.24885336053609008, -0.2638132268339325, 0.1314093486787049, 0.45408559648306146, -0.06532362845039888, 0.04847555207309346, 0.133389802240362, -0.051548084146957864, -0.11220373614881346, 0.2653755840201314, 0.0722087121796996, 0.2052747871981503, 0.1549031199885812, 0.03511137873523178, 0.027883384250246425, -0.01663933366117721, 0.17269908120344846, 0.002277933453897228, -0.3258358458893692, 0.27556704385002173, -0.34440713096286985, -0.03979683819709813, 0.06814859244551735, 0.11018265286444053, -0.03134152237906872, -0.17151335874584828, 0.14004474103191805, 0.2321955776139823], [-0.08012237241911557, 0.29710990777236446, 0.3182547758980582, 0.145374812535671, -0.004908836567208252, 0.17330607057867506, 0.2019257554798052, 0.0035003860312504687, -0.3396540491170417, 0.09440104991216224, 0.08756653323507602, 0.07046361993943416, 0.11487085997462282, -0.03757521621911678, -0.2957715559709118, 0.20614941629957795, -0.0936752252789132, 0.25860611782985204, -0.2800926230281524, 0.09555447916106868, 0.12112665224080563, 0.080771467342898, 0.435565965009126, -0.2522600629061475, -0.11261110785864575, -0.022996923431423094, 0.12904347493735469, 0.4842308320373894, 0.13935877976794261, -0.16295378828377446, 0.23478981613511352, -0.20510477107585373, 0.051478739727730836, -0.05305753376938076, 0.14186738180601227, -0.021948262098302238, -0.01250192023200275, 0.3180062198193904, 0.10587369140323896, 0.04738852973610046, 0.03435587663787433, 0.06431022549656118, -0.03324469530372206, -0.270731951227115, 0.020620819162725994, 0.03268022528724568, -0.03490679776737947, 0.24790464578458338, -0.020767344524358702, 0.1308365190147292, 0.17995519199220095, 0.2219667659749391, -0.5806240364899762, 0.08711599349902902, -0.04291391473950225]], "b": [-0.5620382526461573, -0.3938012230909544, 0.031381660361621544, -0.05086583324851757, 0.013888825235748439, -0.24583984410327908, -0.49519434569501664, -0.09408301671786433, 0.25488668333664755, -0.20702695979103938, -0.17353324499279182, 0.36045616471999026, -0.3196737738958262, -0.13909774993592453, -0.12370710804138377, 0.006582272821987404]}, {"W": [[-0.018842707186670138, -0.057118485147162695, -0.15931417913929385, 0.36141407826035965, 0.25195857126209614, -0.0027950446361569084, -0.21309033891044554, -0.28093867819518564, 0.07850659251699385, -0.07568161448607745, -0.20807942536877122, 0.00727210190753678, -0.17334226497606098, 0.2585277758803269, -0.14843685255713424, -0.17531433521114712], [-0.30576329840326, -0.004844846790224993, -0.06186962518398019, -0.028782036374103308, 0.14963913064667841, 0.4578120165902829, 0.3361870622243366, 0.17626191726323617, -0.07796870904426484, 0.4275952928091749, 0.35746721946675664, 0.05165788910828458, -0.2138061572892145, 0.1807802698451319, 0.08403517753149906, -0.328085348182255], [0.13527484150395971, 0.17783224411753037, -0.36469265220394875, -0.1776620279722698, -0.2546068334908342, 0.014144961699064582, -0.33275583200237036, -0.43949376660005623, -0.2630279482563028, -0.021038452579258113, -0.371799362375266, -0.0964319547465014, -0.22136075440365288, -0.1431193286074664, 0.034519528649909335, -0.17468248869531264], [-0.18499821155618554, 0.05593030752487796, -0.1383550659232622, -0.17899969643488756, 0.42108334706035994, -0.08500555550349645, 0.19318926825523602, 0.17152689782543437, 0.06052912867513967, -0.20119121600766748, -0.17761665500626272, 0.06506671963523432, 0.2098965403268549, -0.1676149454600313, 0.2857557865881174, 0.12626357436477798], [0.038476569966435115, -0.0891940092417797, 0.11345211625479446, -0.046813388472504616, -0.34018182690776994, 0.1440299788502304, 0.22200918375742887, 0.3422337301713898, -0.10747038925450758, 0.00809432044458653, 0.32360658866234987, -0.18846860822526734, 0.22527225004541948, 0.41098734061729303, 0.2471968013430827, -0.26157026089015484], [-0.5892960084621433, -0.535987933456492, -0.4586956380539276, 0.05745285396719017, -0.3347902030875478, 0.07351343764790752, -0.24236218008555366, 0.04367154690741937, -0.22596345674822138, -0.18315631506531072, -0.14028176630592884, -0.030830368208989805, -0.049799268376550875, 0.1919370374008581, 0.002107627396987147, -0.3738587501573034], [0.0520307384177273, 0.0981612125450548, -0.01972966819588988, -0.294616347774474, -0.37200300267970365, 0.050267157481659296, -0.47818762650030944, -0.45170278766286337, -0.051694557074452974, 0.17499392508027833, 0.12012030346456337, -0.27676530394949883, 0.12452602391509537, -0.09234612028026898, 0.24673902926726676, -0.049614812136127215], [0.004233003364470075, 0.06563947756540525, -0.3684270321624645, 0.14277630593394336, -0.3150129975830086, 0.12093857414344476, 0.09598529610066904, -0.004179690758871538, 0.2047731063668404, 0.11100526677780323, 0.4727424874985032, 0.08766418167312255, 0.16112139483959093, -0.08287900289365895, 0.22003984313192493, 0.5702404136246836]], "b": [-0.05393284495414012, 0.25528549804367884, -0.09550339640844126, -0.19273336296459392, 0.2846004590622253, -0.04857704924104456, -0.3109430433812571, -0.8050876841032065]}, {"W": [[-0.25642643791240755, 0.30564974162655717, -0.3229063027741327, 0.13913487796088075, -0.45561935726396213, -0.5074736682460599, 0.49466550509333174, 0.45115842235088627]], "b": [-0.30298826314915467]}], "training": {"phase1": {"device": "mps", "arch": [55, 16, 8, 1], "epochs_run": 25, "best_val_mse": 0.27463045716285706, "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": 6363, "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": -0.9880324211045656, "fold_calmars": [2.23733019797969, 0.0, 3.6370656873019085, 6.905447572826048, 0.6416454779706785, 0.0], "fold_mean_calmar": 2.236914822679721, "fold_min_calmar": 0.0, "robust_diagnostics": {"valid_folds": 4, "drawdown_penalty": 0.0, "pnl_dd_penalty": 0.3333333333333333, "trade_penalty": 0.26666666666666666, "negative_fold_penalty": 0.3333333333333333, "fragility_penalty": 0.14400000000000002, "fragile_0_05": 2, "fragile_1_0": 22, "trade_target": 15, "base_fold_score": 1.5658403758758046}}, "recommended_thresholds": {"i_long_entry_activation_threshold": 64.09403856493701, "i_long_exit_activation_threshold": 153.79011349446805, "i_long_exit_activation_confirmation_threshold": -100.5621309874578, "i_trailing_stop_threshold": 0.0, "i_use_long_exit_confirmation": 1.0, "i_use_long_entry_confirmation": false}}}