{"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": [[0.11947106229806144, -0.13084178290881512, -0.32984171056788797, 0.07377071693164979, 0.18491819324078895, 0.23140493234589402, 0.08212107273561794, -0.3243526852378771, -0.11737293692888813, -0.3823162789875193, -0.5407620666477598, -0.1375902296004397, 0.30639786832039356, 0.1966605433022898, -0.005762163285208504, 0.012618371973711011, 0.3204553309400886, 0.14981437692123614, -0.08105038170818762, 0.027843330960340886, 0.1670712755008072, -0.08519000034589803, -0.26692425518451984, -0.014603604703888004, 0.13046226412740836, 0.010606233427535118, -0.39186040600555827, 0.09867005365154964, -0.1312671869347864, -0.07112933802551287, -0.30514390522204127, 0.039805368577449735, -0.36485532737150816, -0.11594049223419503, 0.2486086034640302, 0.2100080295654237, -0.04551497814460572, -0.14123281567179924, 0.19713098595947426, 0.40873921083704984, 0.37935168968176214, -0.3594302882318338, 0.2230457367715663, -0.023741750791986333, -0.04049121914290971, -0.1531660543240191, 0.007382218921240404, -0.037203819734207604, 0.09649863290919924, -0.22791725199711693, -0.1670359533226382, -0.6191454574154365, 0.2251381230422916, -0.38612438683260064, -0.003670077394519515], [0.288700730817144, -0.4170020111450874, 0.1659914608352104, -0.34675982103831365, 0.1870530571963836, 0.30867543422599425, 0.44112067137128197, 0.32187859289451504, -0.22353896582862376, 0.024944241415815575, -0.2806271807540329, 0.29564886693944786, 0.1672203134817633, 0.5123323679697578, -0.024154750979532714, -0.1342249893924606, 0.010707538462643924, -0.08782658601026128, -0.039028950233293246, -0.4483366176383521, 0.13659128822322217, -0.11961396719201581, 0.15175272595423933, 0.012186533341973817, 0.26470161962473415, 0.5318201521250968, 0.10866528848440526, 0.37969457715449995, -0.18643260127438654, -0.18290503039218156, 0.06563093655066965, 0.024806590973952995, 0.19297422212395743, 0.25548073281330735, 0.3025913378983921, -0.02903719546355879, 0.2743791139236264, -0.061766305068280604, -0.27137747311304683, 0.17019487972928368, -0.07675847903192341, 0.07748029713346598, 0.4138906511055426, -0.044266357903282254, -0.11377336773804922, -0.2700965810594558, -0.11001127695148166, -0.00840782916168379, -0.05125797852683879, -0.037815519100259695, -0.09654214928695908, 0.11622624206164749, -0.16636525747434763, -0.06498223276479342, -0.06876826906618798], [0.1946271230530398, -0.009277417672999597, -0.054147586947439416, 0.28098565165673833, 0.2497838194788887, -0.2441836719234943, 0.15353129822341305, -0.11733250279422336, 0.30953596187799537, -0.013093134989221485, 0.016889791248348232, -0.4236268255965004, 0.04858802806181845, -0.23439646368076125, -0.2884394076308214, -0.1334504807917422, -0.18295950880531367, -0.022949423626218157, -0.004649287494742936, -0.25943152599788494, -0.05857649518390185, 0.17682352136581259, 0.027855004330892517, -0.22112761711991008, 0.46165688211242034, -0.5066262258647319, -0.11058484004402941, 0.13102034163670884, 0.22735532741653305, 0.57117722819813, 0.24964905547197114, 0.15234406251129978, -0.1104402937615728, -0.0783902979765421, -0.449022676918234, -0.1080155010885083, 0.2664141708220724, -0.008055585181336967, 0.2867096769932752, 0.12810786401361052, 0.2182577623743301, 0.06693356385172453, -0.27898080173895967, -0.09004567129643035, 0.09608981581066785, -0.41999578434937057, 0.11369476667922275, -0.08085933137670126, 0.0805564287994026, 0.3441658727945039, 0.038050642932447545, -0.05234783191942027, 0.04857199903919633, 0.01162139904389111, -0.18535920735643882], [-0.374677679387033, 0.2537986207717206, 0.20188613781306936, -0.3196879069382837, -0.034930396170390815, -0.13359395370653626, 0.18294856413521587, -0.0366037499197972, 0.35439047615164143, -0.25051371011880447, 0.14123824238936514, -0.08621956915003023, -0.013850374324696879, 0.11906969287028527, 0.40542233709565634, 0.40700204394810835, -0.11914112047318996, -0.41007390097638574, -0.12792068132145246, 0.2502891995996318, -0.0418772889503191, 0.3726636809660024, -0.04606930164752418, -0.0013043323085182071, -0.48137359765483595, -0.21047821537930936, 0.16778302164530923, -0.3591433591940553, -0.11308946902347064, -0.2609354781972229, 0.10069411831015865, -0.10959046779527257, 0.14028213722893768, 0.0464905659678775, -0.1319627030340625, 0.14874515461395665, 0.16495038405940424, 0.01103819607408922, 0.05210765133048678, 0.16080082035898563, 0.0537571201943334, 0.4007875734412805, 0.31711565535514125, -0.04190847389000317, -0.24212701728466707, 0.006212331430167917, 0.21523236772241686, 0.007976033227755419, -0.02688064491033929, -0.024238254765543765, 0.2523223641743577, 0.2103487079946624, 0.20416988441018888, -0.11784952489217643, -0.22071414502926834], [0.2686699042417903, 0.4285336827625986, 0.3795388773854819, -0.123091493219751, -0.4265983847142117, 0.24710235297934766, -0.05145910341406635, 0.4158559799912843, -0.3513419180695082, -0.2466571472500937, 0.08737223639640943, 0.4195254283531712, 0.18536539761765805, 0.12852897186063228, -0.2824840736490746, 0.21794776649730505, -0.17035175716678527, 0.2641127637358389, 0.6404249058931661, 0.11634972994556483, 0.218832315651015, 0.3160300118301419, 0.26547882091057723, -0.20346377344958758, -0.28821987337096094, -0.3480667990975879, 0.017725797228600272, 0.11876263178232457, 0.06857104096941466, 0.08907448836482317, -0.047940163433666125, -0.0470057109975335, -0.28929618588325345, 0.23386892681077112, -0.05473386510043859, 0.31092696332431136, 0.24653741425169168, -0.5352195675698261, -0.1039594353504351, 0.0038611532814221486, -0.37513673610745324, 0.08853915007579277, 0.42433102372503617, -0.07039726177929437, -0.11839006031256455, -0.017713997869934394, -0.16170432302888763, -0.08143402937034372, 0.1355863060289277, 0.5571457841461499, -0.06954882032616667, -0.13045587643731865, 0.3130699931429862, -0.2582541116720069, -0.047269070234857935], [-0.18136071864943207, 0.13364983742075376, 0.20922733461057033, 0.2127504025588868, 0.16288017768147975, -0.24364061010900945, -0.12089159119747742, -0.2909525614532886, -0.35426939445869254, -0.13043828376504987, -0.10463440534682832, 0.28745197199300115, -0.20008312203149964, 0.0061249618871672545, -0.3418864619813272, -0.14608475135086865, -0.18127223043092655, 0.07943561387794676, -0.16307660549160197, -0.2971866275942805, 0.07338234177654442, -0.21668819041505913, 0.15177183390052312, -0.2223194568330288, -0.07766539447856435, -0.00510314623553974, -0.07272431696601717, -0.0685265003149303, 0.2335353691308163, -0.03833887413811295, 0.09455343524533039, -0.11217430308030299, -0.3612016477433979, 0.21393326291481984, -0.16832483312258625, -0.3433755663589578, -0.18139308304787335, -0.32209507646536906, 0.32014838810082435, 0.4676812881929283, 0.17665275350985937, -0.03730238613024051, -0.05200651218606303, 0.028646713062722713, -0.19134274750172325, 0.0670505372927704, 0.373037195855192, 0.04257376616154054, 0.0770155655843289, -0.3400959941638563, 0.016214796680435024, -0.10496684999898787, 0.0061938384971465255, 0.12986964434158438, 0.06213166228661403], [0.21764082759276115, 0.39195459275162153, 0.6347494853906511, -0.06308706743738349, -0.058797770703632915, -0.22931752744099693, -0.10927176475218393, -0.07062678046383739, 0.08196159038366413, -0.06406265922062239, 0.5926444928277402, -0.06961582757977418, 0.5184505953329867, -0.45193326957070223, 0.1995785103981621, -0.13656789053344723, -0.15975606515392415, 0.005877846784928149, -0.20574061197202667, -0.23145714806144593, -0.1882642904333512, 0.26973837081990926, 0.44409806176403355, 0.15278367325340786, -0.4377443149579756, 0.17137247481693726, -0.06887584272723965, -0.13145955036819856, 0.2978341367080352, -0.08538059259968878, -0.28231610596398476, -0.266052252346668, -0.24342400053558239, -0.43259676604412467, -0.08087029854918047, -0.39686062734707406, 0.17595088517801474, 0.32093723406092195, -0.015226468060400223, 0.27039730630873243, 0.2009068880435581, 0.20080735147596937, -0.044637489374861304, -0.18417538350332896, 0.06096241204377066, -0.4754393896335992, 0.31442293917343994, -0.04015994412070501, -0.08892320333584727, 0.3022132550358927, 0.13094790278946258, 0.010316646804179808, -0.03331440960456065, -0.045854174385060884, 0.40036447803379466], [-0.049448402420242836, -0.19284308781581785, 0.216659309536818, -0.3054591272610925, 0.2795443575111017, -0.49996915835260863, -0.07389593972002459, 0.6214791813989069, 0.5269093507792627, 0.19705095499106925, 0.2744604865719079, -0.23209674447507606, -0.23602259463471378, -0.023625766740888392, 0.01106626157068348, 0.034272117973262475, 0.07134621956528596, 0.009504119541006826, -0.23770741020073122, -0.08137048174430599, -0.3772874590432307, 0.42334782706528873, 0.009405820832614063, -0.37866198579003024, 0.2132464173730576, 0.001105686471823214, 0.026067057019452427, 0.08721218780722778, 0.4195493213907693, 0.43290577994491114, -0.5087096858382972, 0.2211287235925964, 0.5371318717990019, -0.06365679887828132, -0.2659841164319753, -0.37481681138558987, -0.17923095932148228, -0.3898108179599261, 0.33071264318116883, -0.09156690723306035, 0.3030686519662849, -0.20567404148938728, 0.06673143226426793, 0.21810411418083064, -0.3653916934210628, -0.24020593695888906, 0.010346401092286739, 0.22005013335423612, -0.2491876826130257, 0.04179725551449554, -0.3087083234687828, 0.5154153346758326, -0.15412561982934098, 0.06048521190680585, -0.1014361307344928], [0.013550103692347791, 0.17904738984350113, 0.21370402690811485, -0.029379829266967722, 0.32417128495700404, 0.32478870623114847, 0.4605941661639163, -0.11664980398429332, 0.3145940498038687, -0.0544465307197816, -0.42519898783874055, 0.20494431180154887, -0.29732739645386086, -0.023008541982762618, 0.17159922813622044, -0.28003670962409744, -0.0717269826743477, 0.08788261216950273, 0.07345791758841913, -0.24581510652014021, 0.06992859927875464, 0.03170459269681752, 0.3062843397290818, 0.06956039410309223, -0.2394357112035843, 0.10664516163727755, -0.1518452945978375, 0.1384858835951639, 0.24767291038658568, 0.07412037749556925, -0.024794911651344703, 0.4465165355321394, -0.29294737611020455, -0.20758460229151374, 0.40637919658941074, 0.010478348741144283, -0.11334124633164996, 0.1573553596029571, -0.46451110498732245, -0.37925050704876445, 0.019371646895008615, 0.06093420558117785, 0.20744036403069732, 0.22246016357026094, 0.013549291052722682, 0.438596261825474, -0.006787530704733996, 0.19112737706031968, 0.47415135053540264, -0.14663895944347377, 0.38813794949397296, 0.2868084113752477, 0.34421560886110697, -0.03810877121110871, -0.04349310885421124], [0.4189938183993534, -0.06554627271290103, 0.2990614255597376, 0.2769315135476993, -0.14905925607557555, 0.087328085777364, 0.30770723377869835, -0.09484079540479064, 0.061258074032796796, -0.3609890214022702, -0.45173813679164815, 0.06326030527243415, 0.13484816575235906, -0.11902465817247673, -0.017050594950176093, -0.2642261372100541, 0.061862292828619075, -0.06097873510886648, -0.2221757376220313, 0.2476049852595564, -0.057938152028268824, -0.003623865701736846, -0.1392493780540485, -0.2445140258516306, -0.25627624292245593, 0.14127890488078856, -0.23506245699245804, -0.3431119263451381, 0.1532255525125986, 0.25883764079390786, -0.26794880199856497, 0.2502336592649032, -0.06966352557924262, 0.1890966385225576, 0.510983173376214, -0.05246363189824488, 0.2050270738057034, -0.006749422634274152, 0.08799542552082795, -0.03528405280450583, -0.07807247371560008, 0.29137495536706864, 0.17069940042364548, 0.2196618118908118, -0.21613634741737753, 0.13043721077533937, -0.3341031798259343, -0.4729215068417941, 0.11040231759161614, 0.14942680600892086, 0.19076565283912325, 0.2772203120234249, 0.5416700756473367, -0.38700220213288344, -0.059152539120974894], [0.02303800517375606, -0.17372346783150575, 0.1693847763590637, 0.17215188518907962, 0.2330785256141276, 0.03108063536769958, 0.17535192751846113, -0.04392240902961446, 0.016877649829114674, 0.48050137256825287, 0.05951369854213218, -0.19185628313829572, -0.149661128139921, -0.179762240979364, 0.06780110279082774, 0.05155240848608145, -0.2722225464882806, -0.4044987026018926, 0.0074452484071627235, 0.31918994705314624, 0.0034823813778915164, 0.2317372821869984, 0.3441630443671884, -0.044754867721000874, -0.22553268690721195, 0.21229159602607905, 0.05847346274930062, -0.10938131307487367, 0.29264571145853174, 0.04019910414075606, -0.1518230375223321, 0.04190284261586847, -0.042388678543234665, -0.17894153771975554, -0.15455560725830844, -0.19438957204286883, -0.12373832175069809, -0.41319952605378846, 0.3704155652903868, -0.3987547208916373, -0.017525724045769575, -0.0344721657733728, -0.19595830712618884, -0.0375348693249198, -0.030297416255240767, -0.3226839864125858, -0.3300201244578955, 0.21432940851551754, -0.07125652986494284, -0.14208131924173695, 0.3527383891007669, -0.3298757855788841, -0.04478564102978318, 0.4605727865757097, 0.24125976505485358], [0.08694516257726342, -0.11535287201170664, 0.176066358470223, 0.06446035993114364, 0.21702596903495758, 0.23798391685013717, 0.027370803024682068, -0.10244805111710487, -0.048286254395683625, -0.1151904482984084, -0.28532809895359257, -0.1612534019829026, 0.00638748602293291, 0.1434402017457214, 0.2512006394700172, 0.15276507104701836, -0.1448360959003678, -0.15692123143281822, 0.12449072209630993, -0.10315609041488381, 0.15195102253291823, 0.0792728160272795, 0.0973398619696068, -0.06951830506199948, -0.20810418189592703, -0.013907897562570395, -0.5086552107668536, -0.14573062655950003, -0.14109403617654936, -0.09035233139916722, 0.4081688337637323, -0.21607646946039163, 0.09657670783810482, -0.043669268141045034, 0.07233064811715165, 0.058987891848847424, -0.11339093968568352, -0.2919048314757697, -0.09719303927944378, -0.014054205563051654, -0.07012832258505727, 0.07248719265827783, -0.00010575482334938824, -0.20256160216326524, 0.44077597681819636, 0.07189318889361243, 0.3659572682332481, 0.3613058239787236, -0.20372092025501615, -0.3189073313873049, -0.02196025025687994, -0.07534957836444477, -0.34403970598351397, -0.22457305353675058, -0.043098166272175546], [-0.2198084916918074, 0.256453428601048, -0.2515735456372388, -0.12426245509818462, 0.3248241161828822, 0.032888571183466775, 0.32241043153327453, 0.4604322098466789, 0.07220615890706732, -0.4305069789095165, -0.22236614545433875, 0.26814139358227995, -0.40523941762200266, -0.02357935049732729, 0.24208677954160857, -0.35421817314545045, 0.06464270738746819, -0.3591191240615636, -0.0721534758647618, -0.3274392600268093, -0.14289866359726813, -0.032010793972780935, -0.020944707623243037, -0.19060654250633086, 0.1349821463520081, -0.017312151534072152, 0.6148476310597176, 0.06600031588901094, 0.04411099795899248, -0.15479695410952937, 0.2778790934503402, 0.1297378645292372, 0.03037749133484314, 0.14586758646373885, -0.4250783433298299, -0.370392535479568, 0.010025908496378598, 0.024028726493973026, -0.016639370004028976, -0.27202188576584885, 0.43695665193005434, 0.07635575075434525, -0.13130938768773487, -0.0181543722853793, -0.3643083942872621, 0.06379743223046185, 0.005372545536297945, 0.08055651884067593, -0.08104528548362916, 0.006596791189197045, 0.2806552652876969, -0.49496681238589535, -0.2704302986159995, 0.03334218613535428, -0.1410206296768175], [0.4059247670623805, -0.007416938385516686, -0.12355495412667963, -0.2863636467339224, 0.4665224850422888, 0.2161278285406307, -0.3561631854234544, -0.21763543154075332, 0.2925181274475191, 0.04270936764589443, 0.3265459411450135, 0.22556830210576118, 0.545136535802929, -0.19894593072336783, 0.22121935294526782, -0.13095573993725595, -0.6093904530476296, -0.1389153898699491, -0.49850076830848783, 0.06483063244323706, -0.4260251215582511, 0.03674192825091615, 0.2683569599024151, 0.162985758162709, 0.03342561052211722, 0.404025364121902, 0.28072175222959983, 0.09160399347791924, -0.09446561600438148, -0.5178914275938241, 0.4056977851781693, -0.13310589793574856, -0.19967077900362779, -0.014693560935186568, 0.24111784070049333, 0.23085613666515292, 0.5183557579058187, -0.00332787965072397, -0.1836090773590945, -0.5737918838957174, -0.06164166535384165, -0.2481769683160957, -0.08828833609689421, 0.051248665507741716, -0.37164832419228505, -0.4422815961845668, 0.10322765789193507, -0.44711273407084673, 0.5256767062377392, -0.0753849609810765, 0.23963226425534445, 0.15562934928809913, -0.01420939478935851, -0.08363119189028514, -0.09758885299885], [0.1651326193979282, 0.07304042403104885, 0.1414085899131933, -0.016206463545595504, 0.0914445556338183, 0.04649703654151896, -0.2998710222908033, 0.006261095118941469, 0.5180958562259534, 0.23248568217385746, -0.146342077468962, -0.2580052380778604, 0.057687985056479534, -0.33928672832395473, 0.27229538044431095, -0.31739023363901686, 0.11674511391707981, -0.2143693156600773, -0.08944497545171007, -0.03587698567769488, -0.3559239228103364, -0.17878292609031118, 0.32895325150668503, 0.17254575692577706, 0.025605426052876933, 0.03199121586217274, 0.2060211973573486, 0.2889387028406096, 0.4554377730609871, 0.3787227857611483, 0.15923408787309826, -0.04171000084464074, 0.1108822663559037, 0.003353952008490056, -0.20163605322623368, 0.10924958326556, -0.0899916947722037, -0.17406405599349445, 0.3449071563039358, 0.4128976528928465, 0.14485827783026922, -0.11055619592469065, 0.04078924359836446, -0.20406034769229917, -0.2547626613010099, -0.01897174272883713, -0.16221206268143656, -0.18452106911304056, 0.32315954293210075, -0.009626153247620825, -0.2982274662162658, 0.05196531447960677, 0.02019816697794722, -0.03748038614455003, 0.015198771824101634], [0.01112824029006531, -0.4639535558696106, -0.060702721468341894, 0.1391445343021321, 0.1388769292002447, -0.3604035015177695, 0.398173933954105, -0.2400027541078734, 0.22188834657626508, 0.0743348027365775, 0.012521344984809835, -0.059807942979398704, -0.012408554906908457, 0.13816326430351866, -0.28370783522523135, -0.20737814446845138, -0.3246799676852336, 0.09995964506087339, 0.09316992661608461, -0.31833762256814235, -0.34938838241361336, -0.147322650332168, -0.062344946324229426, -0.1603239376353165, 0.22619447995740938, 0.1025691142906254, -0.5959876960682723, 0.0717596801388665, -0.10420454503677265, 0.03789695354343006, -0.21439455716917785, -0.06575750440112363, -0.19647759221127167, -0.08604483861175637, -0.126920995490829, 0.13645895440861247, -0.008001154642282113, 0.3493757577947774, 0.2860211512042346, 0.037584232029190326, 0.060065061467134175, -0.21231936787629083, 0.00015066787191125516, -0.1624450792401838, -0.25853452348183253, -0.0353393608502969, 0.06502005147293158, -0.12028044211868034, 0.0837554344407632, 0.45431879489651766, 0.1864743206972319, -0.15203937600446055, 0.2634110076793691, 0.23107392577049327, 0.32009753329185453]], "b": [0.10434539235030556, 0.489648252580724, 0.26435174920568166, -0.15646976644783855, 0.005540096368902073, 0.18422276738072846, 0.03433927550408354, -0.05554451635878487, 0.3160412074251855, -0.3903179258330164, 0.007082460292109141, -0.2859251028785829, -0.09243220497976416, -0.12638937715826987, -0.1843508802946168, -0.28810367612232535]}, {"W": [[-0.2029872369004389, -0.04051568554109591, -0.08330244052034333, 0.5592397412240402, -0.007792894637894121, 0.04341235366906964, -0.21132030297039267, -0.16142757959521248, -0.16005890258094133, -0.09840392747748794, 0.2163876903603601, -0.3382448814129928, 0.33610656788384696, -0.24138228286116245, -0.007213630443943735, -0.23175501218743386], [-0.01971225163136584, 0.22554243135608795, 0.47240173719563494, -0.2078713476722066, -0.022582392482818785, 0.1850278168271965, 0.0021916442136932016, -0.01948461466817724, -0.011132556823419203, 0.02241316797482349, -0.19093927502720204, -0.33727647753117496, 0.24237153684517038, -0.3671596001757986, -0.06798915658971784, -0.14242561312797003], [-0.08662931240327505, 0.006618236923281871, -0.2539183688302846, -0.08913620501401957, -0.22535942488474897, -0.05437268626746766, 0.0774880427800375, 0.2593366163458178, 0.3825255386057689, 0.43259734966261393, -0.14337866016858028, 0.3899664919247763, 0.007327997924350127, -0.1114506153925846, 0.3849833633932139, 0.2099614646214769], [0.18348506842351653, 0.19868447113254822, -0.059955515284080316, -0.05949495158188086, 0.08413874899927812, 0.2759491250192438, -0.5328528374399905, 0.1449958819807482, 0.12308249061147797, 0.2945665023297063, 0.39119710378128875, -0.6071086517530753, -0.3821824061304689, -0.5152629360151012, -0.007055170269282485, 0.11746444514385049], [0.22749197375271196, -0.44868764423282115, 0.12195123811779424, 0.2914208790039427, 0.07651187806987383, -0.0405641990088659, -0.4568602536344651, -0.5328328404765769, -0.2236622707715924, 0.176986067656781, -0.2781941805759826, -0.09659243392359643, -0.12442432316646727, -0.15043552534600743, -0.1781188347532872, 0.1468559527388718], [0.40704079652029235, -0.562535290635029, 0.06844886733998892, 0.07736581236820128, 0.20428624354659258, 0.39026157097240555, 0.3310913583866134, 0.06665959339201064, 0.4047680451343344, 0.2593632945275952, -0.05023076288734769, -0.06712089036657201, -0.5587377849292696, -0.20043494142374302, -0.3607660520910294, 0.01589304033958653], [-0.08887127281867364, 0.062138098359484445, -0.14128255286723296, -0.2282379702200177, 0.24095560928629714, -0.07962672654829452, 0.014317793085823129, -0.010371758421473408, -0.060197806968953896, 0.2769379879016639, 0.27989890101318526, -0.22803417849165766, 0.11507010495698777, 0.025217807580286748, -0.33894702151739026, 0.03643800507693612], [-0.2702041741947887, -0.15967381377961004, -0.12449604540343223, -0.16572802583199847, 0.019658044167916437, 0.048274209155349995, 0.1620739809986891, 0.0340235065201973, 0.04199001345374084, -0.26052602888278453, 0.3693774743577256, 0.22643184609228098, 0.10765903003364452, -0.23941163615521266, -0.12246785902337556, -0.01356474352102155]], "b": [-0.1369783018222545, 0.1511622267621743, -0.4130139630099157, 0.28672607633704594, -0.23807860495975902, 0.18459222681062132, 0.2685503117699469, -0.23091099434905518]}, {"W": [[0.07143005062339891, -0.23513285446294974, 0.4254314651123443, -0.7508794265965056, -0.21798264960402386, -0.05871400626819659, 0.01797593130476276, 0.2124411436162531]], "b": [-0.30976358047695873]}], "training": {"phase1": {"device": "mps", "arch": [55, 16, 8, 1], "epochs_run": 35, "best_val_mse": 0.2637198865413666, "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": 4949, "regime_filter": "bull", "created": "2026-06-25T22:55:49+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": -1.3637146463496954, "fold_calmars": [1.023591281956754, 0.2935177309664462, 1.1474939398671202, 4.217866422149296, 0.4133928752822687, 4.313795512204302], "fold_mean_calmar": 1.9016096270710312, "fold_min_calmar": 0.2935177309664462, "robust_diagnostics": {"valid_folds": 6, "drawdown_penalty": 0.0, "pnl_dd_penalty": 0.0, "trade_penalty": 0.09999999999999999, "negative_fold_penalty": 0.0, "fragility_penalty": 0.03, "fragile_0_05": 0, "fragile_1_0": 15, "trade_target": 15, "base_fold_score": 1.4191820582396555}}, "recommended_thresholds": {"i_long_entry_activation_threshold": 41.17410862089374, "i_long_exit_activation_threshold": 92.32661704883832, "i_long_exit_activation_confirmation_threshold": -87.67147734222253, "i_trailing_stop_threshold": 0.0, "i_use_long_exit_confirmation": 1.0, "i_use_long_entry_confirmation": false}}}