{"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": [[0.29960255031872807, -0.17411640395415803, -0.3555582544715846, -0.003616292172694331, 0.284351323289034, -0.035015091519910994, -0.6544293793033122, 0.5590008414626679, 0.22684823351732059, -0.16284626312357658, -0.27435091608133666, -0.048377655032752896, -0.1661454969383134, 0.04458740795276904, -0.13593504387264288, 0.19264598304243152, -0.1726639407621951, -0.1540751756490725, 0.1812966799610299, -0.3874412032631037, -0.48361014121723733, -0.19947019070388078, 0.04177515148164058, 0.21780786840005414, 0.07270286339514356, -0.2672461719429365, -0.23743289954374758, -0.08754132186364151, -0.1445127191265501, 0.17286251928954438, 0.3230941664604397, 0.11778357706264853, 0.04460441109402232, 0.06821088545028443, -0.044562885812256335, 0.16684043847778193, 0.15002615837598898, -0.021968851361934428, -0.18500174550227014, 0.002899479226065, -0.03609490307558898, -0.010166700354074444, -0.16551933273946662, 0.04976272432658583, 0.2759538199236549, 0.12543007419627725, 0.17180675846091784, 0.04998800333102039, 0.1803737693746926, -0.10468755496905877, 0.15757057564695162, 0.2417459551504192, -0.1779304774629329, -0.19155555737043067, 0.03893697843416566], [-0.4163171569674402, -0.1208596621420815, 0.1880016103716844, 0.12236972358864401, 0.32527545263149304, -0.06823171837576114, -0.20737827136863313, 0.0486259081282288, -0.33057667255550444, 0.260231428024842, -0.4432478620033876, 0.109471213140625, -0.36178631759638574, -0.5484981608392059, 0.24136563712263015, 0.17980808576452686, 0.1999888640059086, 0.3908304398187832, -0.28457211132947824, 0.4324470682438046, -0.15479046735396892, 0.1614654317538564, -0.03453311262122717, 0.06675701033231934, -0.03683317477724111, 0.3351781611175527, 0.356524226699052, 0.43705069602464736, 0.31238716745028433, -0.15558300351184912, -0.19321253798174884, 0.03686781753130029, -0.26009132251274175, -0.16236753301448126, -0.23066889531800533, 0.28314033460260546, 0.16100255298299454, 0.11908138027165625, 0.10971086626441845, 0.07625563393248504, -0.21289794501060325, -0.003489953413587158, 0.1521729575091309, 0.5863111079320172, 0.06465381388576408, -0.015665373179462434, 0.09783336884987867, 0.4145281469687395, -0.1810689607966214, -0.21806884256143025, -0.01219973906512758, -0.26219153917386734, 0.35845549607590066, -0.020425312879616058, -0.014675639881004905], [-0.09091395592855084, 0.2296693491136025, -0.05946183753645261, 0.08161700547184755, -0.13015037836850374, 0.29645861746776025, -0.0417596671911046, 0.08362342307072032, -0.36974063580409683, 0.04800851214213456, 0.027936011368639685, -0.4793309634498639, -0.05054693192679854, 0.09843001684129038, -0.1626170416582051, -0.02457183470069482, 0.2878317390442415, -0.1635205111340695, -0.234316246910559, -0.025383609111953056, -0.21463278968455413, -0.2559734112301812, -0.1982217329067624, -0.22735207213979672, -0.0376256869274611, 0.19922876480371954, -0.3675737120378858, 0.11974177723099973, 0.04615779248055685, 0.3321097674008694, 0.22163019310492196, -0.06438251070128823, 0.248917834831031, 0.13797804407542585, 0.25397779570933965, -0.19001029439531997, -0.3031368908341275, -0.5076241286100117, -0.16486783334245447, 0.0989690726249818, 0.0684985508087106, 0.09265637377993445, 0.09851434083771894, 0.17755367233893524, 0.1975038830758182, 0.11163367980682326, 0.2279997898399013, -0.19006159409813608, 0.035364952221862055, 0.10559198060635044, -0.14258831268353098, -0.12672349559470047, 0.06824888517427685, -0.07842948332049515, 0.006656467849837656], [0.22359371385743765, -0.09689969130608739, -0.0108016186195799, 0.19590040282986151, -0.06069891956376526, 0.47499324959415923, -0.31534181636319036, -0.06143835936124587, 0.14483806148149195, 0.35076869537767685, -0.23413012228855487, -0.06409531795178053, -0.11336049284753237, 0.0935439655686342, 0.21145987951667417, 0.027351541273170958, 0.4403489145272422, -0.0626734192973645, -0.11892456059478952, 0.1335762103493658, 0.00924704677270247, 0.19225147760064756, 0.11750783471800334, -0.39806487396407414, 0.08536019046378704, 0.24078527321590976, 0.09354269730233906, 0.19378433930320765, -0.13982144311894631, -0.01682508339222636, 0.12568458755495254, 0.1614774419035524, 0.07445582525012284, -0.029982559741660027, -0.09495285588699415, -0.002872332167655728, 0.2369205228250559, 0.02530790457582769, -0.15655639890831818, 0.09054613584615177, -0.2853415613320991, 0.20127871887221516, 0.26132409381438065, -0.26151916868997865, 0.031535596329935696, 0.06135424761565828, -0.10949127057656513, -0.13022164744720535, 0.2842565721606481, 0.043167509037979314, 0.029606867221145857, 0.4175544245601768, 0.28404689887861195, -0.09626291355161055, 0.33276130005068294], [0.261161373930607, -0.3803385605581086, 0.26020301981538835, -0.1897351813634491, -0.2181645750632049, 0.009260015711383927, -0.014668289809854351, 0.2972976557858296, -0.14862598493881468, 0.03924112542255384, 0.02768710147808062, -0.06269064362896964, -0.013748061484770327, 0.09250650342250948, -0.19566033793536144, -0.25864490812794216, -0.4850890764491503, 0.4164953525565742, 0.10136498238466068, -0.15520247449878855, -0.2410872402195472, -0.5219539622006797, -0.5003973357911378, 0.0719587705431329, 0.11564616365774293, 0.012381875495765594, 0.07463129545551311, 0.21231776955259699, 0.2261989882546394, -0.08409404803825835, 0.6416450364134516, 0.252873433644186, -0.3126090632909871, -0.3672811311461384, -0.6044916644160774, -0.12679363740705832, -0.36731132677880274, -0.44257028193309184, -0.07650257328089262, -0.31536704010047845, -0.5004863166510235, 0.05477865609230456, 0.04450023211746009, 0.08362420352905718, 0.0666470807592432, -0.08223362645257593, -0.09813372313281274, -0.00637926402207506, -0.1205362062121184, -0.03065414415281903, 0.2529503525063839, 0.2713136594950048, 0.12804724740478343, -0.25333018383603517, -0.2651361840003893], [-0.2609426912418365, -0.1720236720746663, -0.008401745887254522, 0.3192279675372821, 0.19050102704094346, -0.2539453286619707, 0.16656682198888728, -0.0658875862644263, 0.29069454573361764, 0.33154867931919996, 0.430925020250744, 0.42449325070832433, 0.09891666041467047, -0.0012215876925777249, 0.03107333600761996, -0.3032987836719582, -0.11775346439763028, 0.1680197038576504, -0.18113899449232063, 0.023307032656305134, -0.3433051317575969, 0.0037330440656520372, -0.021981485545996025, 0.3908679079964664, 0.28616879167694703, 0.3479277351432352, -0.13784701583604583, -0.10108432035029229, 0.16098366867911612, 0.11924793072675495, 0.2723255176228561, 0.35166980910515183, 0.24221088162360263, 0.02540375819612896, 0.12029465525550728, -0.013181693650239157, -0.22417865547642474, 0.04709527725158576, 0.06780448783720658, -0.04655655605825302, 0.024332962105189905, -0.3180927979589557, 0.38821075807898253, 0.14293398619052947, 0.0523928138869909, 0.17451493361032425, 0.21880871747393968, 0.38161991787570815, 0.10675392995744892, 0.19326709372460488, -0.08792454725680982, 0.19385983009999974, 0.09927126765953273, -0.12135610560047853, 0.13526016467999374], [0.1199758163816563, -0.08056465488350528, 0.32120144967724407, 0.04344253543684146, 0.11155127012178333, -0.5032320886939545, 0.2579594959499378, -0.13831253394629653, 0.3345058421247958, -0.05457519044599381, -0.15411708125640233, 0.18619909565496626, 0.057083933794113875, -0.01925132120476491, -0.04643105280683921, 0.1488075784164346, 0.11735570922836668, -0.04334025663212291, -0.20922302200921802, -0.08744536812092982, -0.1770442566097853, 0.4446774644996833, 0.358565706726421, -0.4576113694881148, 0.008975352193633698, -0.17140665349107712, 0.15447209310114257, 0.005133651781596284, 0.03375765498549553, -0.22135009729773475, 0.04099872723146576, -0.24711374945989073, 0.2969524696184055, -0.3139094990867434, -0.1311874027695547, 0.09902395451762043, -0.4449285383035386, 0.18988863632770045, -0.0651461987418499, -0.1336283641522953, -0.19458323893710447, -0.09963162562149319, -0.09041972726719874, -0.07065958304712303, -0.13439313114892343, -0.14618325499970963, -0.05735416875478518, 0.3424269122667596, -0.4045113871949677, 0.044587834582998497, -0.3813536327810252, -0.08122286305658723, -0.18937001762135036, 0.24831146443050978, -0.2703262451779513], [0.3760232769831443, 0.0893670399537965, -0.1266545357337606, 0.10156493759247445, 0.4452681970971918, 0.04422210219630314, -0.13780167819955175, 0.26684411231476174, 0.07250035304384983, -0.30040736810337426, 0.0035349452864513213, -0.25160288676433484, 0.1340613600943079, -0.1320916355168465, 0.29807267631838974, 0.0612990943913129, 0.2358130743248648, 0.07278033849026927, 0.08876673239140374, -0.15366090526133205, 0.10778949734779115, -0.2430805784523316, 0.09164081122168381, -0.5300238455951509, 0.00580611580056159, 0.31580302097428886, 0.18370101117828375, 0.12184020753447455, 0.22130364208056924, -0.1265863584422112, -0.09780052986347051, -0.0371500817911519, -0.0526109166224991, 0.18354469980889365, 0.23604286200273134, 0.019260112337648475, 0.02016134196168956, 0.16126846573957293, 0.6183690132628935, -0.2608614461971677, 0.13905126322607128, 0.029493619044227475, -0.36326576599325505, 0.07241356938034121, 0.0843999855542206, 0.16181899378672518, 0.049592770554262144, -0.23011016711445917, 0.20400924759116082, 0.1090156283224722, -0.14929736134672145, 0.041395825745544665, 0.5373942249298745, 0.06217435568055503, -0.12700876817150614], [0.10992277432631813, -0.19577493990973519, -0.0978796601066482, -0.11863357499119787, -0.25445616918511965, 0.17511594932099464, 0.24362892098874941, 0.3572982017240245, -0.22160904340174184, 0.46035568065086463, 0.0348170645397191, 0.05529978165482349, -0.1535473880710852, -0.0675995760186552, 0.027800945446334515, 0.26267795136761046, -0.10499506304853415, -0.040166942570789406, 0.0965304240051015, 0.08721476793224936, 0.004875967944815344, -0.20065758756643895, -0.00041826787051695014, 0.27348683898237125, 0.013773752439266415, -0.21133412382929007, 0.07915509258618492, 0.08925397745806157, -0.22534401697220371, 0.1658464301098321, -0.12608302403062577, -0.3729802520467803, 0.21026022746389658, 0.46941681643660477, -0.0026251397296382026, 0.17773728806956068, -0.1547441212788345, -0.1434571322153464, 0.2377597109182844, -0.09782212380076458, -0.10643742370212242, -0.2551669009894834, -0.05532494274317679, 0.0015823211021031985, 0.19304346671856001, -0.1798710284682023, 0.11241926103512906, -0.1943089437014121, 0.20424575239680057, 0.260346843185357, 0.3126677543003718, 0.0626525745698791, 0.395597964521775, 0.1098818065261754, 0.3033181517104332], [0.07160436466500619, 0.27326370936299615, -0.12737895516445885, 0.3721886850219619, -0.2682588475127617, 0.1606403267344653, -0.25193864841724367, 0.02882064599701272, 0.04827424595148248, 0.043427458282460744, -0.08235880865066474, -0.10122749393049568, 0.10584192275354182, 0.17017444811883353, -0.09370140784041009, -0.03525196300959161, 0.3623206590105102, 0.014402942242531538, -0.1565848887781942, -0.3292909456516072, -0.1626355243860036, -0.3714347484359317, 0.21446256312192494, -0.17408660371162685, -0.02519694375865278, -0.07108862698884658, -0.23258980714623187, -0.3425883726569009, -0.0960958917813651, -0.26344167310027033, 0.5170039617078168, 0.03966721950515266, 0.18708268728945301, 0.06930432276039578, 0.07939387747413637, -0.16919431210598262, -0.5148079036860409, -0.22183817933840402, 0.18149610436178268, -0.07323148242047492, -0.34223826824762116, 0.010990582390912312, 0.05192080764184988, 0.03826958083748417, 0.061705690870027856, -0.13105173506484297, -0.0749815610289983, 0.1306665675997298, -0.24033302630044157, 0.02768227579614522, -0.2877057515661639, -0.3796176734534209, 0.08060308685634211, -0.12431239494963789, -0.15167584573271742], [0.1413097130242857, -0.0483978997102924, -0.12039829271660131, 0.0944254377602546, 0.4398071368855443, 0.040390902680548874, 0.25685288778335724, 0.3379541053217114, -0.30936201137766256, -0.2550209768656791, -0.07212490165017328, -0.1319145696926725, -0.16577726611450788, -0.075883809094322, -0.059996918377375696, -0.30494372492832356, 0.45953775891610066, 0.07093627513251882, -0.09577307835006546, -0.1151968566274116, 0.23284653795848032, -0.2077210428742239, -0.3170861748953939, -0.33488927227102294, -0.02941028189648168, -0.09375053182253087, 0.046018278523889906, -0.20860837236391108, -0.09482728294809742, -0.08133568865383155, -0.28297560600688176, 0.06845742313636403, -0.05212047025901359, -0.5415894572003125, 0.08361810884523616, -0.1200597199055833, 0.1119896532943831, 0.1812325001043629, 0.031531462648367564, 0.0924538715551941, -0.13405676294465332, 0.5593957791078426, -0.2026667236730353, -0.0824863222795446, -0.11134600235157546, 0.2376448356667356, -0.3981446062093345, 0.09772731997096462, 0.0827660677768605, -0.29304801115410994, -0.008409245615877275, 0.011677669896868907, -0.010432185493106772, -0.06107092981279785, 0.0368983858428733], [0.43388589471758954, 0.3994654148136292, -0.1656537518686425, -0.09525016178484169, 0.1174450227236461, 0.07326701585463716, 0.028174158190463584, 0.5009512429425502, -0.5620321882525073, 0.45484857648707705, -0.4068426071803977, 0.0813067220398323, -0.09221735043000043, -0.3121517301295389, 0.11636899513716784, -0.05451305909177388, 0.025259437889510447, 0.25724248079338935, 0.2617737965314699, -0.0213326420264982, -0.16293141810984932, -0.1360945301470171, 0.07405313221865915, 0.045046396416537585, 0.2892662277908533, -0.27141317303264145, -0.08984923436753803, 0.33703492388258793, -0.022663755886544998, -0.2733676638262694, -0.30736990569373746, 0.21904879620470225, 0.06558034381377867, 0.29818564866279185, -0.14782721971167886, 0.33451748532777703, 0.36686400163601396, -0.02415308485178878, 0.08497084328275158, -0.07446504732137885, 0.3155117324564078, -0.2691227653688621, 0.24742405469148251, -0.3998442786283972, -0.1440833492824862, -0.25232315223865687, -0.09629206714278042, 0.09356618713088395, -0.12190917530215423, -0.06619467165981693, -0.0029338895491959373, 0.2766773769235298, -0.030428250663425836, -0.2521002054768683, 0.38250674365667914], [0.16328954422020994, -0.015707775540858622, 0.3874339543936825, 0.34835334749906355, -0.2227293058393801, -0.302014632197073, -0.00925153659212833, -0.014486824308596434, -0.1037098297040022, -0.1284052393309088, 0.17978367201726062, 0.0914171305091857, -0.2697732303386001, -0.13171652894793903, -0.22378287487644147, -0.14067150775260465, 0.2632997992836242, 0.189865669678061, 0.08667916540993859, -0.2872043181295142, 0.06884711893734853, -0.39351240328630793, 0.03911762987041036, -0.03312124996717357, -0.19788265983025416, -0.019686942127782634, 0.05170448742209999, -0.24925380073119902, -0.0012291077091227953, -0.11133355527408251, -0.06809452042913587, -0.10153124112579408, -0.1935693827081575, -0.05453833396755654, 0.010800768104748316, 0.10135734461041167, -0.22929587756197503, -0.03217413833195585, -0.11322612358697423, -0.7076473791519817, 0.2107438023313901, 0.1907111048441761, -0.1245024494148555, 0.2898969429359581, -0.10790470186148794, -0.09180647752852404, 0.20607095191605065, 0.04522188239080634, 0.09607218573327744, -0.369257561335123, 0.09874233569552465, -0.1307971192920173, 0.01768734396730645, -0.23022800092992457, 0.014325839098091271], [-0.47448253706730187, -0.14821323798915792, 0.18637301996731398, 0.18088176244994358, 0.4864305796970093, 0.3169876089534308, 0.21008688675212597, 0.4531291329271875, 0.2957910855394647, 0.004489047241655884, 0.4046127801515705, 0.17185486701530878, 0.01819660294161952, -0.2688647788370158, 0.04483694728517944, 0.03399312214811577, -0.15856204212809563, -0.08395413285131181, -0.1113173566890688, 0.001116783092601551, 0.11946671822342783, 0.36775863630806116, 0.26634938740018677, -0.19574980956665, -0.1776290886717755, 0.20523823223579118, -0.173732755788421, 0.09571395210256886, -0.2610817383950554, 0.12879642615846776, -0.18580949990620407, -0.04393596272838292, 0.01941583963494841, -0.07222714355618905, 0.23639463352309342, -0.041506301081924615, 0.10462435796201183, 0.01100638146675222, -0.21397084264803848, 0.012447692104194767, 0.46373311106425685, 0.15832913364931106, 0.18396384347216316, -0.157302607392071, -0.06558591786655933, -0.023046218473709402, 0.5438106253129561, -0.05580906685566284, -0.048712804082339335, -0.003854532556421722, -0.1643079490561566, -0.044963765057761264, -0.07774478399016677, 0.03876310615939191, -0.2540523054712701], [-0.2905978094299371, -0.2524002712170829, 0.08658300893759183, -0.06846121350424055, 0.0035682458621879125, -0.2930714116816413, -0.03899373988948213, -0.08474242366695481, -0.09718801817853119, -0.33403678548665816, -0.1811549100086612, 0.3965098256789551, -0.12774290936311497, 0.5221338019318575, 0.2836915244799567, 0.1954289950127253, -0.25868690597952626, -0.14716362057894977, 0.10548886548495297, -0.045499309742722094, 0.18598129197828267, 0.18331076950232528, -0.08829867273323301, -0.03629532081656645, 0.24423551791380804, 0.21083782614877378, 0.05408140936511982, -0.3279396730708674, -0.20972688668458808, -0.03979701949462271, -0.2527605630506594, -0.03704899322177838, -0.2917186748820453, -0.1948722015022466, 0.02487271137280512, -0.12580060997106307, 0.22633109867024653, -0.21801131220214828, -0.2581981078960684, 0.4847314033412521, -0.2919008751059192, -0.047157091112589526, 0.19073563382014677, 0.1682908592131062, -0.11800752940234442, 0.2625467822310354, -0.5249446660757484, -0.24268959834658665, 0.14772947686798663, -0.05463142814253554, -0.15805077679852841, -0.09906880004738403, 0.06125607621162936, -0.250853292354539, 0.04686949521977668], [0.035001789496472965, 0.1775731078697853, -0.13020170665242847, 0.19717742619627476, -0.05905219699206577, 0.08957542480691691, 0.0023379028917314137, 0.2063255518515419, -0.07767927037702721, 0.14147173531003035, -0.035261866232624076, -0.20718053255283717, -0.2281880565361217, -0.33351481732809113, -0.024954485782618992, -0.002981044497880482, -0.013474037345091791, 0.07272498508440188, -0.4335486765389238, -0.3882248078114202, -0.18744334858665926, -0.11743731520787813, -0.14817723168096258, 0.29977959204271676, -0.040510473943376916, -0.1128780554838455, -0.007634026822984787, -0.048008395996040835, -0.13363695840505094, 0.19236439419399257, 0.06165864391310963, 0.07755188618880511, -0.1036299292004834, 0.4284011461889807, 0.24521131568574206, 0.22339478511751237, -0.05386483224702447, -0.4589155266513489, -0.19770152259323998, 0.15905632093574695, 0.1719689983877325, -0.01856072702891165, -0.3403007780874244, 0.19099154594741674, 0.3279862360018814, 0.4215637361382845, 0.12032664090278497, 0.054564160656907994, -0.04328029968988886, 0.5010686495736336, -0.1359101294432708, -0.0506061289307352, 0.1269844621697629, 0.38176054010905885, 0.1759708065848183]], "b": [0.21669678875494194, 0.1729375481410087, -0.21634766228146002, -0.18889834831213423, 0.0028985999602450623, -0.16056002823790508, 0.0911039776498638, 0.4690328099116202, 0.3177239122971773, -0.014116484804456698, 0.15408898557909273, -0.16513955404157946, 0.2605964035918062, -0.5203110460581462, 0.025202077358669618, -0.08340863511013405]}, {"W": [[0.2116812402019095, 0.04820328905426888, 0.11875665781894551, -0.050722111042381945, 0.20029538892700424, 0.008854271191616478, -0.21338092409248524, -0.12788036253141308, 0.10248356528311087, 0.34356056446648126, -0.29741843228386294, 0.23095330961855853, 0.32688043612507856, -0.35021952202353335, -0.029316682139535134, 0.1275062382657513], [0.29856264719346937, -0.11087063690155982, -0.009526185358760549, -0.23416289997938863, -0.08624858655528436, -0.3370172747808408, -0.16299537668143171, 0.04162829962487291, -0.6649579063831784, 0.3556133655376279, 0.029891000730943938, -0.2242513008054464, 0.22397737255897399, -0.013168074066424177, 0.1087666081217874, -0.42135127842930853], [-0.12242473080069494, 0.04895282523866892, -0.1464616798038775, -0.03759417751535449, -0.3680726067799393, -0.11860135017961537, 0.00038327154453273934, 0.2401254356464468, 0.3435189163018003, 0.23411649369296839, 0.14197590074407493, 0.20361327202711854, 0.41044700548155105, -0.20103991701171184, 0.1324933003062063, -0.16584254836406764], [0.2083358660220513, 0.407892955249372, -0.02520305216051101, -0.1949023261696408, 0.3062793605551673, 0.04707639045191632, 0.018776330976754046, 0.4588369835353439, 0.01804150969414317, 0.45067690618084366, 0.24207462531373133, 0.12280131041145577, 0.11889364099345796, 0.3003336196715531, 0.121866047205476, 0.3741555573431725], [0.30026939133476654, 0.04826567799488832, 0.3257306208464659, 0.5307316729082147, 0.1643353953969923, -0.14529158093904612, 0.10930992674000332, -0.08227941244209921, -0.07471950342854394, 0.045777381665317106, 0.0432919979769283, -0.04363255083690775, -0.15872486211856696, 0.31912250610841786, 0.7376990691360718, -0.19783142838937037], [-0.3824620998430116, -0.5810802791564718, 0.32254807369516625, -0.11994323011530422, -0.15529156175593534, -0.002323584795736311, -0.2161437257139773, 0.29736234464639266, 0.33184972706082877, 0.2201669519262894, 0.003826414254889457, 0.0781339343237474, 0.011531262193555504, 0.12541718031435176, -0.5519340731881416, -0.21265054304697234], [0.24169697878116408, -0.19025292820819137, 0.3523430480746554, 0.11475698433575011, -0.34117679140829366, 0.39326741372537855, 0.38537906761353846, -0.08163704733235409, -0.26233723017217125, 0.5155840130993775, -0.31009741866581875, 0.2987811867565596, 0.3334306778906198, 0.2716062267668068, 0.05552282190638792, -0.2162634934477403], [0.060449492499270605, -0.020473195546485693, -0.062378581218389795, -0.20113723046833296, 0.06248271786358463, -0.07195231369701072, -0.09016257243705486, 0.5118540203058374, 0.20616022479408458, -0.07985979912809567, 0.009185975414929728, -0.1425678608720853, -0.33110566518558326, 0.19053752034053803, -0.16171264574118874, -0.5610592327611039]], "b": [-0.04232324668692557, 0.28611996523211325, -0.3175473504768875, 0.011934691219196145, -0.16449283069816228, -0.3143564036568489, 0.066835321112835, -0.3641693294535986]}, {"W": [[-0.42951659460371755, -0.3398405600833953, -0.35049036293766517, -0.37987255048997287, -0.3887432540248897, 0.02052275282123643, 0.2830913848514807, 0.11338886344191171]], "b": [-0.6992443830748956]}], "training": {"phase1": {"device": "mps", "arch": [55, 16, 8, 1], "epochs_run": 23, "best_val_mse": 0.2605588734149933, "train_bars": 8582, "val_bars": 441, "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": "7fa4edf0e174136d384e983a060db712e3e02771cab20e67a6a28a0c2c63c1a8", "train_window": ["2015-01-08", "2026-02-28"], "seed": 4033, "regime_filter": "all", "created": "2026-06-25T15:47:23+00:00", "phase2": {"es_popsize": 32, "es_sigma": 0.05, "es_generations": 300, "l2_anchor": 0.01, "es_workers": 2, "fold_objective": "robust", "best_fitness": -1.1345141791873732, "fold_calmars": [8.562642245636447, 0.0, 0.6097804894687119, 4.030584367605479, 0.42894966793815775, 0.0], "fold_mean_calmar": 2.2719927951081322, "fold_min_calmar": 0.0, "robust_diagnostics": {"valid_folds": 4, "drawdown_penalty": 0.0, "pnl_dd_penalty": 0.3333333333333333, "trade_penalty": 0.2111111111111111, "negative_fold_penalty": 0.3333333333333333, "fragility_penalty": 0.036, "fragile_0_05": 0, "fragile_1_0": 18, "trade_target": 15, "base_fold_score": 1.5903949565756925}}, "recommended_thresholds": {"i_long_entry_activation_threshold": -0.2013011754041387, "i_long_exit_activation_threshold": 57.42499151356595, "i_long_exit_activation_confirmation_threshold": -13.523405647211606, "i_trailing_stop_threshold": 0.0, "i_use_long_exit_confirmation": 1.0, "i_use_long_entry_confirmation": false}}}