{"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": [[0.3507573688399822, 0.0030552255832382164, -0.26957564131524203, -0.006116030324554599, 0.1289428716306758, -0.08205636685758419, 0.0850839224973896, -0.3069717232176227, 0.29593790217953553, 0.07774684682299358, 0.22459291485519986, 0.10892455482606765, -0.22569754546428647, 0.03142697356664801, 0.2295944919669235, 0.06256595380469733, -0.3358686744804342, -0.040580891324297555, 0.37928151347101785, -0.013232310524007307, 0.18271147673907837, -0.41125817646398316, -0.1708745415076393, -0.042462526701442495, 0.049114353696928625, -0.33961515538606246, 0.039796363146883715, 0.25660958322945, -0.046791037106647546, -0.24169143111395563, 0.1431045495370775, 0.08754466258440766, -0.17380910383566112, -0.11793643471584095, 0.05682290041808148, 0.32063221738090447, -0.09664480004122739, 0.28178723763243424, 0.15251784829981468, 0.06857917409285928, -0.2785105409063702, 0.19500392850041093, 0.09505054255354388, -0.1337590323366398, 0.1907566521510015, -0.04722796913664741, -0.07989987369749894, 0.3428398192596224, 0.028685636312936316, -0.12754364178368266, 0.20903652670081038, 0.08924867267574764, 0.12241240650041514, 0.13553171259684307, -0.14592887572384527], [0.011672108659272335, -0.07317394479357506, -0.379249515878342, -0.01802520865360453, 0.18878587471936367, -0.02312167278594485, 0.01905410404120588, 0.04561215453320627, 0.06558931169179834, -0.16137122427471778, 0.0024587649457225164, -0.022845301100241522, -0.007354289638985972, 0.0385658926588288, -0.15628127165479364, -0.24589595464463468, -0.0010860754442083634, -0.32560294607067675, -0.011892303197763994, 0.068557767153781, 0.07197399933394577, -0.0059895723110847884, 0.22934900123151342, -0.046015379311804494, 0.026220811234098168, 0.04706695996155056, 0.21001056751048194, 0.04564515234348263, -0.2589393996863523, 0.07794653725868525, -0.10472791431509372, -0.34930786182759466, -0.0591104462799189, 0.16617234272618928, -0.014599701245173721, 0.07165242991058704, 0.09102446509617226, 0.07564120505437931, 0.1834086578202906, -0.4187581977831396, -0.060893526295256864, -0.25044653247172877, 0.1002282786792069, 0.027045466972140317, -0.36936476875704083, 0.059931343626267626, 0.2160148634256159, -0.1309491394719048, 0.17413143637815365, 0.01114338075204279, -0.23571647249968658, -0.06368272843800915, -0.3562717678367126, 0.6015637959133429, -0.09109510047567279], [-0.09051418070656794, 0.14461199366871633, 0.0803160490144576, 0.1958734360477381, -0.010247504598934944, 0.19564470116586846, 0.06788582519710912, -0.15641000261465446, -0.044249879053338166, -0.008407813505866633, 0.036518906185213945, -0.021163296594604204, -0.06420954273290143, -0.2542566150196251, 0.25558045907795446, 0.36278523599370766, 0.05780922140305776, -0.032522385812569846, -0.13749845564909874, -0.05340256531736098, -0.06748904239004508, 0.058954082445951364, 0.2247156581144797, 0.16126151248311738, -0.1047924002486495, 0.2296485365264408, 0.2676348046688115, 0.31991249952725787, 0.1810711061652137, 0.019658192110142848, 0.16868736903924642, 0.0549860553151206, 0.08222711673845391, -0.13107757095290234, 0.04964021989420081, -0.058886579879157346, 0.1837724732205932, 0.1555959587839033, 0.24267568330219316, -0.15082567953073728, -0.03031279128087103, -0.1467517684570648, 0.02475334429862705, 0.0802759076137403, 0.1661598651170653, 0.1785773074160691, 0.24715943758651665, -0.18263279993846476, -0.20722701220091347, -0.01814657602588842, -0.041435738267227316, 0.4658888045577517, 0.02385389584193557, -0.1842522923299408, -0.005379358886141463], [-0.21097172571458367, 0.2228232334266251, 0.02778492590193194, 0.024132248082476722, 0.13725908393854885, 0.005640255626007724, -0.040572913277609014, -0.12171925782539811, -0.05828215174378024, -0.1961111034171112, -0.06872188793808665, 0.13300423858251292, -0.28462120839417626, -0.31645674670469837, -0.11969620731600407, -0.07524996386719579, 0.30706565309837663, 0.006309214672651428, 0.06632458123625032, 0.16736292153302945, 0.1497173674009422, -0.44135034949866025, 0.2157162329106278, 0.1696444872015287, -0.21436460484035502, -0.19866139236652405, 0.008584916821881259, 0.09502628271075295, 0.07706082180122746, 0.12909321291572237, 0.2992852023166141, 0.1375647763559914, 0.1407648929317345, -0.15342233471599764, -0.010611706373887808, 0.09269324442268415, 0.008820907542818984, -0.0339569459374159, 0.20322651949012274, -0.22440223997518752, -0.28529172118857093, -0.04046095891634802, 0.05621967377614247, -0.010480589061932555, -0.1050898609909523, 0.0814753554612326, -0.15081058097729433, -0.24272868721864135, 0.07841750869412836, -0.33060888961624313, -0.1266649566311892, -0.29280452181751143, 0.29675603170115383, 0.04771213862159446, -0.5420183582544642], [-0.14869421277564054, 0.21624007011860683, -0.3805017950204352, 0.06158054571529906, -0.03917822804344079, -0.26947881091458276, -0.052085276642197476, 0.3456157956158237, 0.01814021634989323, 0.06636745627239703, 0.13648757632644826, -0.3984881774817828, -0.1114003248517284, -0.38693641984609956, 0.11087225432195215, 0.22227706303096967, 0.1106765104498938, -0.1316149754464876, 0.19509106595181525, -0.13130383091741082, 0.01333829976284303, 0.12218532649945979, 0.10097184520557147, -0.2605448817365967, -0.2831082775207401, 0.1286009581763928, -0.14384587533392482, -0.23574692468993197, -0.16074829483119651, 0.12428201396456419, 0.3110683839154834, -0.02597255753058472, -0.1662808264433095, -0.18658501519445278, -0.008121525101114448, -0.13000483995863457, -0.17876530994338247, 0.13578163462999962, 0.324300565988914, -0.15863707671925895, -0.14717773218877322, -0.26792985786221396, 0.1218449184501581, -0.0056726440847043435, 0.1803340711182627, -0.23015810233189282, -0.3881760705497077, -0.06187701487525202, -0.1698291483692502, -0.25829699290081004, -0.12879034683992152, 0.18025329124381795, 0.2426425066170645, -0.03386329594893038, -0.056297817002215374], [0.05586273593460429, -0.1551771108954529, -0.0883278856563869, -0.4046193546322812, 0.19839930088712132, -0.006337978542069349, 0.26115721624821564, 0.22049498591233244, -0.46467701755233626, 0.019125361663738447, -0.20902204901003096, -0.04614748482959484, -0.19201926679017792, -0.2523023099588399, -0.2648480779467199, -0.12253581408114447, 0.10515948306916695, 0.16410613744266664, -0.35451102287901143, -0.04748856454378417, 0.27666773964620234, -0.1235440773178211, -0.008290818589627186, -0.08257031959322611, -0.13346225261135425, 0.17325066190960525, 0.14612970831084865, -0.16260672518104433, 0.14741609540065936, 0.07518008804576062, 0.15738306370979027, -0.20522866332026485, 0.14726430486178418, -0.11455081734362767, 0.029862667397943465, -0.029079246484494153, -0.11640879970572578, -0.3275328204718832, -0.0223109278142547, 0.20010654540804687, -0.07408503152021562, 0.22493063724787646, -0.05417224025075509, 0.2372198934944849, 0.11466110547128752, -0.2004909634078359, -0.07817926991195706, -0.2934617132797981, 0.030157872023688262, 0.1361781512566963, -0.22064291000832567, 0.38527951865215787, -0.10736010011449243, 0.41317157494670365, 0.2805495146546499], [0.29233857149809656, 0.5351724226170157, -0.05851886591623827, 0.12145105412392654, -0.0456659476108032, -0.04540225714717051, -0.08284852225947309, 0.09750398814393846, -0.056956779696563986, -0.06618317539317688, -0.06961502584355947, 0.009274276999250122, 0.4101691034265234, 0.22074372000104248, 0.08990453629686643, 0.18672664932077143, 0.27532945625110367, 0.19305298131063237, 0.0755414784173, 0.26484828369888164, -0.2086519002767061, 0.38282076050922703, 0.2250634547997436, 0.016695900452385545, 0.03517926862128899, -0.021185755523324176, 0.13085381506462124, -0.1092797079979443, 0.2791911097266665, -0.06807329111866425, 0.07904000066147365, 0.18132298078415093, 0.13456854060336282, 0.24512051758226897, -0.04784055200085681, -0.08159037894242, -0.04987045430221295, -0.2631831403841772, -0.22103212236210087, -0.05209178531508456, -0.05060320653162463, 0.21259887497021887, 0.3918956415647283, 0.08136097819857985, -0.2132440620873947, 0.2675621971415429, -0.020837399191581472, 0.02308677616296092, -0.059997500446622914, 0.001438033957362958, 0.149234594270917, 0.30386993647215627, 0.1367776352386745, 0.0041949407761811466, 0.2343816288452047], [-0.1306659305125588, -0.02650870613422312, 0.34232212611435786, -0.05583740486235394, 0.2052077423046503, 0.04689331948237398, -0.08824627555521031, 0.03762239562779451, -0.03954403856864612, -0.26640434775679334, -0.1657949924977414, 0.294325905063783, -0.041811549838583116, -0.1493084842817921, 0.06872226420477733, -0.05066591232252056, -0.24124956550071264, 0.01765722567981208, -0.08541571009645682, -0.07181400564215024, 0.2708987192182285, -0.2982892897292441, -0.07666146140922364, 0.32697867519668905, -0.10638212105499853, 0.13452495979001527, 0.1338609715490431, 0.07746090477431089, 0.22779509591048344, -0.05433797010430779, 0.14479240287833164, 0.2887801365126729, 0.12114309980840446, -0.23761532492340806, 0.10388791181616139, -0.40985143391926326, 0.04472189021511204, -0.08578711338955933, 0.07920861358891323, 0.08541643422428374, 0.22446823444995131, -0.14653205923932922, 0.18486409435003098, -0.5100168249225243, 0.1286541051053483, 0.3459261498465263, 0.005337981061098552, 0.1688125454581431, -0.007545382502070137, 0.20078666516843488, 0.08433549059985063, -0.3847800360728215, 0.14332731366986137, 0.173438991852456, 0.043347949400156224], [0.022949360236546333, -0.014623541398389069, -0.09745914516961406, -0.013933679502206777, 0.3165646645318428, -0.1700530435529471, -0.06242131459569064, -0.29359160130101936, 0.35853862397196556, 0.08406722283986279, -0.06829566468153446, 0.07595033730233003, -0.07266273534172608, -0.26755260066165465, 0.055793836463175345, -0.08751780935125228, 0.19292459768940262, 0.10153575048849889, -0.2201551775749297, -0.07571468890480601, -0.048081553199149196, 0.07617238142673326, -0.25663785295118274, -0.02470723113696474, 0.2877899551401887, 0.11487149940941935, 0.2331938972648742, -0.11292810738081374, 0.14670970291706026, -0.1344418762710503, 0.1946859991592783, -0.07231555813351023, 0.06813007281416039, -0.16410336061766573, -0.027441960526457095, -0.34269961471142985, -0.11541481695710795, 0.17284448772380168, -0.0026108733735768115, 0.21744420917662916, -0.28352372685430727, -0.22591534461408325, -0.22152682258041304, -0.28431153877550447, 0.10213575590349047, -0.015532658095966788, 0.06868691946335505, 0.332140382789419, -0.15665284750350134, 0.09988423038400418, -0.23213689472355747, 0.08610044076012796, -0.27958125813147666, -0.005542597406109486, 0.24231122283194167], [-0.10716968716732607, -0.07753425950165366, 0.006810957747074724, 0.14981416598440184, 0.09824848653262265, -0.01888892263141346, 0.1989380618938134, 0.19534587294386044, 0.10649686850086713, -0.21952655838004886, -0.015052571081659569, -0.32278567797516855, 0.34842236904723667, -0.07862991249247328, -0.15852978617327992, 0.2895558998083111, 0.0812070946235057, 0.24581340801906312, 0.42865431527561776, 0.08796684457101966, -0.28840072285961205, 0.06791227128717164, 0.19830990869071424, 0.23057956429644788, 0.27787419530688817, -0.06904005924099686, -0.040794450809901794, -0.06330210837397587, -0.6235771458893759, 0.01682067375694811, 0.2548091761513125, -0.046778030115262555, -0.13885797717343507, 0.15507359229902817, 0.06266761005865061, -0.08812729981223659, 0.235664150578076, 0.10501903944409466, 0.06070468688551636, 0.030580171973349245, 0.1590238935562077, 0.015123138389199955, 0.06053130719420583, -0.2696695197852943, 0.20619235063731423, 0.07895768160771044, -0.04052428703733598, -0.29424419872792, -0.04453966528971815, -0.45663308860076035, -0.2861310880624309, -0.07957047411636393, 0.3598622327451841, -0.12486683342217526, 0.05267399514306603], [0.0920842079768962, 0.24635734211363786, -0.21308108660913955, 0.10851548865734165, 0.22060023724319744, 0.15803822628210562, -0.09408899268522326, 0.07478078295529891, 0.2969417834872225, 0.08892585119666427, 0.1274895995278586, -0.14918647438143592, -0.10921354096836319, -0.02512830687813903, -0.0411633219202512, 0.08927318690878225, -0.13609921414778048, 0.1288129022813289, -0.017361896329370803, 0.10949342769212753, 0.28303589356003567, 0.34579881179421224, -0.32264046675960006, -0.2626240884555171, 0.23786812509267652, 0.0975595916570364, -0.027414316671884466, -0.11903711442154408, -0.3054365026490536, 0.03725195005678117, -0.02193473743841475, 0.029932142121793348, 0.1309956388760023, 0.002516866035247943, 0.2653998701924508, -0.03527654653811659, 0.03959909865740917, -0.14137436232896258, 0.30995810307174604, -0.01793238558193768, -0.0056357855633195906, -0.5078257556902325, -0.16693869775017448, -0.06652940168837723, -0.0983090851732372, 0.46322946742490956, -0.11541842601409598, 0.2738501529010452, 0.12838789589340993, -0.09313166328724753, -0.1080870319429168, -0.24270903592230667, -0.2217270661442199, -0.07789513886201052, -0.09762677494840309], [-0.026930085168388462, -0.06074597681883209, 0.029064751792284148, -0.12460182310585233, 0.2651955976860369, 0.10821598063676904, 0.09253504963799868, 0.3189738516146518, 0.14517881023716234, -0.23141797074517628, -0.062159714820360354, 0.17449800583136943, -0.11470559828291824, -0.2613168813592117, 0.025716236673723056, -0.162356698305236, -0.035240601947717484, 0.16485279083037163, -0.17563022516187032, -0.034568349424051924, -0.17778186978215393, -0.21419109971942477, -0.2031296341844492, -0.016360089577506398, 0.0023353430091880983, 0.08458066787370362, -0.01678182547550454, 0.3834785963017208, -0.26615314878790836, -0.061348368841872836, -0.4880466626063781, -0.19856463855237336, -0.02864509743496525, -0.21467268153479205, 0.01921157949344563, 0.1793052495452299, -0.11776402966836513, -0.22155919861516007, 0.585352077296685, -0.15502597682393512, 0.042952073482411014, -0.1845297734411376, 0.025821704251939, 0.16256452128329607, -0.13162031013306416, 0.5764414082879606, -0.11924238709862513, -0.1493339356289005, 0.10056566880546629, -0.029311688821765727, -0.12786453725157898, 0.3441507024123521, 0.018643616662737155, -0.016014497544411206, 0.20441195397628747], [0.24781205715416846, -0.08037731184289162, -0.16586781322171748, 0.18017125258897365, 0.07002728644323916, -0.20165414942956267, -0.07849919717097463, -0.02202982630006409, 0.30561418900368775, 0.22745114965283164, 0.06958688954688777, -0.03734157831256249, -0.031128907005088725, -0.05141748400388447, 0.17643478668214255, -0.033891458561327734, 0.02329308389149685, 0.22995117415731603, -0.1623318205618934, 0.08717924557029053, -0.23578801334644348, -0.19225971438202663, -0.35863564383839264, -0.0009374783724245758, 0.18052762689873955, 0.21975218735910312, -0.024879908921314857, -0.41948358251265766, 0.3333381751232328, 0.09729728928789705, 0.07590197441421447, -0.2102454064986575, -0.007838117752803974, -0.23981463808786233, -0.09511228365494781, -0.1931655655428143, -0.11537244973060795, -0.19566637015257987, -0.1662309392846796, -0.12644281082994163, -0.13182892227782878, 0.0054777546902880486, -0.32382697848805325, -0.01474703030314865, 0.04761824494697134, 0.1708969268858749, 0.0020903920168789023, 0.23978123455167735, -0.06468198147478342, 0.4683991632138225, 0.18982334317430513, 0.10073256813703273, -0.3171428338107077, -0.0781151929025591, 0.1447860694372936], [0.1874881634872047, 0.09240707977855993, 0.10398434329275408, 0.09477025130516022, 0.25756729783201165, -0.28582899002062656, 0.24228596672593292, 0.10789334063865744, 0.03211562666573508, -0.058620698291401444, 0.07108209774056667, 0.15461542327782943, 0.16957992537289815, 0.07110865292144358, -0.2625360159389648, -0.007651612058424406, -0.2861250308217929, -0.047109931860288244, 0.2328005427463101, 0.16512009246644568, -0.3575848100660071, 0.29564972964507163, 0.1853949810262548, 0.17922474822513826, 0.0060578784050796045, -0.32447936397565663, -0.0651797600726505, -0.3065234653257025, -0.15770043577386697, 0.08433417956015829, -0.06500134937217222, 0.02926654330933227, -0.4528823873048486, 0.14839522820024117, -0.2982050763420676, 0.00039187031388625455, -0.0541923354658064, 0.35547275878992846, -0.2667150475685561, -0.3296623738416484, -0.20825239836419526, 0.023214130417546792, 0.10654749701283589, -0.1678826734150793, -0.010623188975826852, -0.1755621391685659, -0.12654057748949607, 0.056127194625386775, 0.25932806278999426, 0.40417507743222403, -0.2560177876202591, 0.21768971408850235, -0.10047633728664021, 0.25577791776761116, -0.20047089389530218], [-0.231135681293638, -0.09806756675138813, -0.1929110201543619, -0.14014063104873592, -0.19454903133659157, -0.044345470243780896, -0.0022830415533438633, 0.02245525295403384, -0.13411711782334068, 0.09610776470285186, -0.23317113716443513, 0.044010968043083076, -0.24534021561166902, -0.12054187912507387, -0.10020641402102469, 0.1886693868095846, -0.08476029690125933, 0.15631541470850202, 0.02508464403040945, -0.3027235628254301, 0.1617902748643228, 0.011665292481083424, 0.07587331111757102, 0.5024222465470224, -0.24830854700693772, 0.05582697996725094, 0.06315336994176356, 0.4518924780773014, 0.04698501616656771, -0.046845028291573595, -0.17711780646894773, -0.015058714477334199, 0.06137541107050291, 0.25371746630778824, 0.01939514607925013, 0.012324438364530779, 0.09044982429344223, -0.00475868386389563, 0.21612612339949422, 0.22723805486880963, -0.032724628181388965, -0.22810609992010758, 0.1623946887256586, 0.3694958710821268, 0.33856117924750434, 0.16708837240990948, -0.25183249325163803, 0.052468395186764785, 0.1948628750533466, -0.3040269592186607, 0.34844768128782105, -0.08099346485527742, -0.3886466574167813, -0.18647464974286249, -0.11476163496046585], [0.2223319063246922, 0.15660126673912597, 0.3947152859389763, 0.07527536302376066, 0.06078923133697365, -0.2339604098563809, -0.05986808926400083, -0.1624870414901223, -0.02277971541300267, -0.15931413835561703, -0.1656671893677186, 0.018081325396308707, -0.08416214145907899, -0.0339527288161137, 0.007194359609437095, 0.1259579678670712, -0.093529871332302, -0.3799277787809299, -0.07266190845612784, 0.031144129159630732, 0.15039447822202162, 0.003229210365603235, 0.05420653906279187, 0.002713959270097854, -0.042560811969835716, -0.20928005137434894, 0.02784041555873734, -0.009663737928216093, -0.010622692224769916, -0.08821025409066785, -0.18364931230990475, 0.17549647150335534, 0.07583215478488321, 0.21866974660966662, -0.397023536006989, -0.01177730222825605, -0.19219907798285674, -0.12513413427005113, 0.0036064665188005225, 0.03375472751757017, 0.035317808096105185, 0.22301512367733758, 0.2133649280440683, 0.2852738372092445, -0.026447398174280518, 0.02481034555681115, 0.12531762495228496, -0.33274807553426616, -0.13542199596474114, 0.2278889725496157, 0.11800784899220997, 0.08119240291056957, 0.45302605786601224, -0.03127870101163898, -0.3212550128145618]], "b": [0.12645166977974615, 0.14561402910925525, 0.07839039815546918, 0.09693724233665665, 0.07559998782640687, -0.382667563417857, 0.2362646259206512, -0.2757289334590083, -0.38794742815952327, -0.11027013289730721, -0.07946330633814909, -0.17750244223977185, 0.171068731293479, -0.2889266072237979, 0.39749827574894997, -0.021274088370674817]}, {"W": [[0.19316507023553625, 0.06532181148967436, 0.07043823792139477, -0.34458366519702616, 0.030040016174947688, 0.28280754708490613, 0.21810901480584186, 0.1262053293647571, -0.22135402977147106, 0.3220739083851218, -0.31681933276685836, -0.005343208417955089, 0.23587467235410128, 0.177281095298038, 0.09715196145066914, 0.21480354157832565], [0.0052565390507895715, -0.4614079233462426, -0.08470881993154054, 0.18888094326611926, -0.21232787440589304, -0.0764280791874173, -0.12693252822001985, 0.2891496802819317, -0.3796298971198251, 0.06921925514190078, -0.13862643606636008, -0.4124088766316276, -0.2635834716799182, -0.3336949660568669, -0.02547031582277824, 0.10745057956564312], [0.2581376323251346, 0.19546572445850138, -0.4435145217538092, 0.12262753448304839, 0.2779674627988176, -0.15446051460005067, -0.25978157347027203, 0.06385441676190375, 0.059156260071907954, 0.12260103334346076, 0.425327151497145, -0.14883620318075833, -0.10761745808260557, -0.2671904089080797, -0.30868955016417016, -0.33913709241968437], [-0.21006260898702508, -0.18275775575032982, 0.6037973539463064, -0.12431341938851702, 0.3717587893414233, 0.472045869059982, 0.040242948243078024, 0.24161651322688915, 0.1600790443046991, -0.34956990016921224, 0.21918045579476422, 0.2044716743749039, 0.09042246377305732, 0.003766198805251142, -0.3640622511008076, -0.19048207219067753], [0.23751614061138232, -0.027745733252693968, 0.05394822557633456, 0.19253609951340867, -0.13610010293215946, 0.34266663784291135, -0.06557219857384093, 0.0002588149563881037, -0.11880262588236634, 0.10497341673147059, 0.028836128645271773, 0.11386331610370587, -0.1341001801599332, -0.11682169257216321, 0.271878422756519, 0.2846363511205138], [0.05789469986977365, 0.06880728995440073, 0.13170943911494265, 0.20455419049756857, 0.3337102210780211, 0.0691360233390195, 0.16030127971018382, -0.02320368286409652, 0.22494126277324544, -0.08818223896073005, 0.012840435832663533, -0.0425732456604572, -0.42990609682169456, -0.4228385663533349, 0.07456990528345137, -0.07474814176797256], [-0.30092647733489963, 0.002785511181926565, 0.11555804643767262, -0.1970989057010688, -0.14684009188136343, -0.06760421444703624, -0.1826205951799062, 0.10048091586951201, -0.2436127670643144, -0.1856235575636905, 0.020931472028699737, 0.11230315828083132, 0.04778480372012795, 0.02917977852879837, 0.2908095178294652, -0.2222164746365914], [-0.1965795823730007, -0.13706923763548426, -0.38276871159249937, -0.09761318213125209, 0.040895255700118455, -0.5070868255763964, -0.282220514791937, 0.5437543825899112, -0.36650373490091653, 0.05866369391507282, -0.15590098958088883, 0.04804838750356091, 0.013262959534983167, -0.01864403502999934, 0.2718400623036596, 0.012814168046375835]], "b": [-0.02361445572862146, 0.07585536825379836, -0.2512802549514115, -0.8181294506878362, -0.3830738572127699, -0.3814681226527235, -0.011717357095177572, 0.45521920921757125]}, {"W": [[0.3050450715117509, -0.19612003350184926, -0.1439212456340654, 0.6238695073462176, 0.03836162795444584, 0.2054961257706973, 0.3985119619652921, -0.6973857174195762]], "b": [0.043728973015268555]}], "training": {"phase1": {"device": "mps", "arch": [55, 16, 8, 1], "epochs_run": 25, "best_val_mse": 0.2488647997379303, "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": 3030, "regime_filter": "bull", "created": "2026-06-25T01:34:53+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": -0.22216033101437963, "fold_calmars": [2.8883002763553316, 0.14509759914134185, 0.16302556268045795, 0.30932978673409695, 0.3782447443290168, 0.0], "fold_mean_calmar": 0.6473329948733741, "fold_min_calmar": 0.0, "robust_diagnostics": {"valid_folds": 5, "drawdown_penalty": 0.0, "pnl_dd_penalty": 0.16666666666666666, "trade_penalty": 0.13333333333333333, "negative_fold_penalty": 0.16666666666666666, "fragility_penalty": 0.014, "fragile_0_05": 0, "fragile_1_0": 7, "trade_target": 15, "base_fold_score": 0.45313309641136185}}, "recommended_thresholds": {"i_long_entry_activation_threshold": -19.458663876490668, "i_long_exit_activation_threshold": 46.84887955701155, "i_long_exit_activation_confirmation_threshold": -125.20420611109537, "i_trailing_stop_threshold": 0.0, "i_use_long_exit_confirmation": 1.0, "i_use_long_entry_confirmation": false}}}