{"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": [[0.25306870712085244, -0.10752762299828011, -0.052190859356488394, -0.08688738179042077, -0.062334054349381766, -0.18791317260402257, -0.16173972119768898, 0.08513275809772813, -0.07212720320285519, -0.4385005350953964, -0.2175052016090557, -0.11812840420364226, -0.022585249198928327, -0.25383068940373194, -0.10600979739675667, -0.23145195998436247, -0.26826244412433453, -0.1820838926145432, -0.06527842941853042, -0.02337672793035763, 0.16043489020698687, -0.04873859304969924, -0.5520429053697602, 0.05047873943683809, -0.00036396924808711206, 0.10336481026017574, 0.2665263487427241, 0.11069943356619051, -0.11035449019900222, -0.3456217441696837, -0.0547779148188204, 0.1296307481028495, 0.15703451318981854, 0.15377452394727673, 0.13651909156276837, -0.19776064547409472, 0.2726359123153237, 0.30046125252803746, -0.08910400889121622, -0.2910822487283022, 0.07779795330413686, 0.12543368323739842, -0.39939767657926767, 0.06591416084470615, -0.017268122832567234, 0.029634186409059265, 0.0862364690966772, 0.15927377188284392, 0.335576597486878, -0.025473936271569263, -0.477723693595503, 0.14448691313500808, 0.46822441061012987, 0.02263661001887577, 0.03373356279763633], [0.22895878043494505, 0.34181921116690017, -0.3767824427838165, -0.02773106199889377, -0.037913240067959, -0.09354850763003099, 0.015450153178757167, 0.02739925279695471, 0.14844152930986992, 0.2716469750255445, 0.05708394942804661, 0.3570976008542691, -0.21658685214879483, -0.3172616387451596, -0.10866073227917421, 0.08706767359041331, -0.3067593172581383, 0.16499450966897033, -0.15998356493314964, 0.14935010967830922, -0.021255091701354527, -0.07885902654963813, -0.3454265949165041, 0.12153309010856708, -0.03290085785011073, 0.004754639974998077, 0.3221679932819341, -0.374371315940055, 0.24861697810760108, 0.0004927519542650216, 0.1408507093803705, -0.3431717092985211, -0.15878718049673535, 0.0018377616539237713, -0.2614635277326847, -0.17313420901172694, -0.2813947187239891, -0.015974161688559224, -0.48615248168000436, -0.18048479417939656, -0.3330821829318395, -0.3055158291500725, 0.21338425904550753, -0.16940976079717784, 0.024566421859763564, 0.028432536074021336, -0.0705063358425698, 0.05805025606377838, 0.13328699446367837, -0.16599960259033872, -0.2352423734740247, -0.08228940376740873, 0.13274954524575905, -0.374947614898752, 0.17202796402189818], [0.10648460325803219, 0.3487558560205522, -0.15813188366328132, 0.04634839668276462, -0.010057321597283377, -0.049387161167924104, 0.017388460809067217, -0.23388849422860486, 0.3667781643282222, -0.10973944543705427, 0.13142973477345915, -0.2141169845730617, -0.06710761649208494, -0.4212481590134912, -0.13510571090379753, -0.22149315844023076, -0.15680964067307687, 0.0841562969079585, -0.34517527554847705, -0.09680696124597837, 0.06847911628905667, 0.04752795150476144, 0.0697300627315436, -0.00034532836115428595, 0.19636177166747315, 0.25483654553093377, -0.054874987671580666, 0.049440756371268754, -0.07056126131284356, -0.13625645516544965, 0.3322689376025943, -0.35018290799181373, 0.26532834772490976, 0.13833383296416585, -0.3350257734415907, 0.33579669282080915, 0.1989501615857437, -0.17994348026140838, 0.12082115920390758, -0.003637434972752176, 0.3506979166902502, 0.23810120860140505, -0.20192832619964962, -0.35917276757018396, -0.2351662699098214, 0.26301675217344617, -0.4107779641400205, -0.12230374154022727, -0.17930872115997357, -0.0014806499240222464, -0.3617971195051293, 0.07582102559208083, -0.2525979035087876, 0.0573644258174839, 0.01510836734272626], [-0.20585652761813228, -0.2883812611005319, 0.37118857212985695, -0.1175228752144196, -0.07660907745855199, -0.05643144932249288, 0.3222589711955192, 0.42153534606353643, 0.08355737468165761, 0.12524752067756512, 0.15013051544077696, 0.02202408766859698, 0.22720254200099976, 0.012852875144032435, 0.21917985533227954, 0.10172181768129739, 0.16638779108584068, 0.11429891110279286, -0.029096519192067592, 0.15167719393065576, -0.05125127239152524, -0.10057965679332583, -0.003350170527401247, 0.274723381977019, 0.4230672463312274, 0.12453248151862042, -0.19313696939714514, 0.04348593075613104, 0.30725978055439296, -0.11537894373112854, -0.19968378951862004, 0.11651303530453741, 0.09199055539142109, -0.32654870355464016, 0.16593415637242015, -0.07088354223649557, -0.196094168405408, -0.04138116632053178, -0.062260384601528024, 0.08820062237598009, -0.14965242626517888, 0.1386653646285519, 0.00012511733598485723, -0.009179814601901435, -0.12003631023237152, 0.08181251412704597, 0.10901830797253706, -0.0861684802482798, -0.49875351798926093, -0.13599749628288715, -0.5264540469753941, 0.40586187259158163, 0.12066334769165023, -0.11730307016958366, -0.19965648105575465], [-0.016062669826838794, -0.013769534203497998, -0.126850883198187, -0.11174205607152282, 0.29396406488664323, 0.15351364208147972, -0.011482226691531384, -0.07246814662319179, -0.20570329992639363, 0.15459986194566405, -0.018893613623628583, 0.19067469111648883, 0.004690661652173966, 0.13656609771549022, -0.04803035394120723, -0.14017027766062423, -0.09695510971786159, -0.021762643689564216, 0.1355560422504008, -0.19186607748376583, 0.16141131619444066, -0.29024312397643764, 0.07078360649448309, 0.059880532357995564, 0.0905939382974481, -0.09297354256227686, 0.48687043191016205, 0.028994775896046467, -0.08986297833331622, 0.018055230914610414, -0.48550640084610275, 0.1369454649620934, 0.32791898115518264, -0.2747223351191898, -0.15762636013986916, 0.047786886227422755, 0.36601521569634604, 0.10445622287749917, 0.08676560371047971, -0.1466048538231549, 0.34633000411598525, 0.1966459209111953, -0.04365110055952639, 0.24880818235882335, -0.22903188442455621, -0.007863381245513099, 0.05984712690975083, 0.06393445294926242, -0.07803812335089388, -0.0622295849767919, 0.2754082724542262, -0.5028872619320398, 0.023342694823161307, -0.2102356168621871, -0.35596119550572497], [-0.11303908161197698, 0.1496600525857722, 0.2649587979004061, 0.3889504892463612, -0.07477145884843472, 0.2811877642795933, 0.23118292459539622, 0.3940626654763057, 0.1309244174621609, 0.0391062969120828, 0.2085009244722797, -0.13186704637877172, -0.2778305208448493, 0.0802263133935343, 0.11258874408265118, -0.28235725182107335, 0.17381858678609846, 0.3145616458256828, -0.07983708236652833, -0.10493396097573648, -0.13945607415350864, 0.04695329790497744, 0.1286311443293445, 0.0719178856998614, 0.11305075510799478, 0.128674809646926, 0.08849505284835074, 0.12920626939701796, -0.2816615682672688, 0.11345529653302963, 0.19869659454422023, 0.08624144765073846, 0.051767950844672235, -0.2086063662627881, -0.2647590625294117, -0.13661176949122428, 0.15307680943941554, -0.06104198237376346, 0.13212338524247563, 0.09729508985464613, 0.6487021298243002, -0.1552700765869567, 0.3148425796808822, 0.017651542559273068, 0.36765739393984487, 0.03420608356072671, 0.18903073499113163, -0.29149666306596095, -0.06004196280922845, -0.27452314263876926, -0.07654558992074738, -0.10312081421478482, 0.06250134573602333, 0.10637562366276523, 0.38917567707429357], [-0.2482369514722209, -0.3669431999982325, -0.5970284950013371, -0.11258087500905208, 0.2023651005491127, -0.31685789175836754, 0.043624635986145084, 0.2174980993413802, 0.1979228790882184, 0.18121444059746583, -0.3481156054997462, 0.12015984711245979, -0.31842392384249424, 0.2839624511357626, 0.1513322148786253, 0.009413137514561312, -0.13037302094019962, -0.15964762024174117, 0.08787591817913397, -0.006088264661720803, -0.20183829717980098, -0.1881900495275465, 0.1996321963989238, -0.3527128224393351, 0.003411275806764126, 0.04461283179400283, -0.15890246654927392, 0.2969083670876856, 0.0872205709243632, -0.141076841942994, 0.20757641787490172, 0.13932157560267638, 0.18924242511895006, 0.25898146105063946, -0.021016610428065588, -0.04949625028260561, -0.41765209921627633, 0.11407414071215928, 0.3204635724737982, -0.011686408891763433, 0.12189245027888548, 0.3225919893908332, 0.06626857753318659, 0.2469000031220645, -0.015962298039600892, -0.1650920752151887, -0.11269862933303518, -0.07275178794914328, -0.16017693869465668, -0.07939149368942529, -0.1447390129716458, -0.36664138254516254, 0.02557327940162976, -0.10323131215438985, 0.35085225387189894], [0.44610863328509176, 0.07124467927629678, -0.04297605748513678, -0.3736375223007197, -0.00029099020337269854, 0.002393995596643218, 0.33948573492992706, -0.2473963035971068, -0.2282606855132228, -0.06584085780023265, -0.12880892118693596, 0.25904281342126845, 0.04813431607193529, -0.10972225134255238, -0.020390493407278453, -0.027426836350553985, -0.013873040228395611, 0.11707849513438541, -0.12620116285796948, -0.11519484702354037, 0.5502784155375369, -0.26419997149709096, 0.17096967792808943, -0.15068576667547257, -0.2225335092866296, -0.018041230177489084, -0.3605991055060978, -0.0016164419220206145, -0.48528462182141546, 0.03487893331544702, 0.1316897044683467, -0.24167430625488176, 0.2641229602577825, -0.039268581920683734, 0.13233467556080186, 0.041917862918580504, 0.2566137407901258, -0.2732831811649556, -0.04449568844542144, -0.022197636550396853, 0.06417313761700161, 0.12252886108493205, 0.2842630710197052, -0.3619580027593454, 0.4984482551584405, 0.20278431070993674, -0.30856901739221243, 0.5002402065837802, -0.0925726873044681, -0.07092648362955101, -0.117203643743935, -0.06383399073794419, -0.21214106322224946, -0.027852732487681824, -0.5874269857966941], [0.13441614561010048, 0.0030298238739725793, 0.10291875484967536, 0.04372635337199044, -0.19156525784063305, -0.09875864126501685, 0.21274326756130751, -0.4578686223389513, 0.07626139514091611, -0.029565795469795843, -0.22932699988753139, 0.10997101142904032, 0.18733975113713072, 0.40418541363085625, -0.01870988405269805, 0.08835620701221125, -0.30032371668842384, 0.37235217764556044, 0.07812254666676041, -0.2099322517607072, 0.0028751873977653115, -0.19350615138677862, -0.1971354782903132, -0.11997487610344956, 0.12560478531756733, -0.19125689927770004, -0.20903244491684814, 0.4550828239972371, -0.2538722875977457, 0.07955065243537485, -0.27424972651427226, 0.21649494374502676, -0.40208541703300354, 0.11239599136009878, -0.5190894229201946, -0.26016880706033996, -0.05200213656780857, -0.048819370010700455, -0.058338963566268644, 0.031046751273625967, -0.4536893946412307, 0.06158059712448345, 0.22382788178446403, -0.07335943751997681, 0.052585516427479675, -0.3573314913593256, 0.04046252849082865, 0.13064837172036275, -0.07811084014543014, -0.41213739732014454, -0.056434869803651665, 0.20636363291987664, 0.09662784096571202, -0.017694297329345413, -0.3306281820715675], [0.5672891151320998, -0.039415941873168825, -0.3137266130378692, 0.24025692590249012, -0.1893637283123503, -0.34353761028088287, -0.28693204348972084, 0.050458020803386724, 0.07020613279837466, 0.08859951437550051, -0.06773029781560963, 0.30111412176364966, -0.11393809515712422, -0.42907530155270396, 0.011583113368201642, -0.003181386864425713, -0.21365557603098193, -0.09942860876555562, 0.3358967605999663, 0.3433153772400941, -0.22848084803518512, 0.07994169445519891, -0.20228086423736863, 0.09608826591116108, 0.12978853682941033, -0.37230774360638913, -0.1304559717778281, 0.06367096538350825, 0.26479362895218306, 0.4231846945610993, -0.4396888049112547, -0.003168040007572856, 0.052323643767031025, 0.0047404467880988975, -0.22427153087104332, -0.04549049713695364, 0.32830416409172597, 0.015134750215307014, 0.19663628860413696, -0.16724708355543555, -0.19417465065305367, 0.514185654507846, 0.020289996948416752, 0.008156189060627692, -0.2968330206890303, 0.16769550227926106, 0.5253834467968737, -0.3676339983609013, 0.3350676902497441, 0.002485948729085183, 0.1539721729653618, 0.06042033929823715, 0.15442554526928506, 0.525452752759779, 0.155683887739224], [-0.10543584699333172, -0.04266719578921707, -0.052007273900419926, -0.14548469059287947, -0.12340711386186329, -0.004232506028500279, -0.16078627611390686, 0.22742582828222546, 0.13155539667689445, -0.2948899364227828, -0.06935854382615023, 0.2912761520198161, -0.1506554062408571, -0.29499502212896, 0.22690579230475705, -0.31622839955170223, 0.09897129444505949, 0.043339736351201766, 0.0097078215786068, 0.02798644542108416, -0.45886279788324436, -0.25862318689329916, 0.0574852469415491, -0.1816300150529338, 0.20335395999961303, -0.006074842155646843, -0.19092868169508811, 0.08605689870233665, 0.14494690920212233, 0.14095721719150495, 0.45785730533712893, -0.24317364705119288, -0.10921203517238849, -0.05632771034235805, -0.023018843269360476, -0.008583678436842357, -0.005810068767659209, 0.05240356563877789, -0.04855581783004692, -0.4283531238907052, 0.4689610326840667, -0.008916801819929902, 0.2884051657124204, -0.07583851889239757, -0.04345357293890939, 0.25993968815406737, 0.07003125719519789, 0.1308448606867535, 0.21899822994803134, -0.15317758707108575, 0.028209609773201597, -0.18836239239834043, -0.24130488393066574, 0.21301886800740355, -0.043243683567857835], [-0.08111111446232451, 0.07638315506445817, -0.03306202011330557, -0.20556342432977842, 0.1324957041187795, 0.04209762109895704, -0.1880842522744973, 0.0815256039549509, 0.07179385611650288, 0.021883916193490217, -0.13940041733862632, -0.30155854435696555, -0.12768764522404707, -0.45544254864466766, 0.41517015378430056, -0.30362782585867554, 0.03638846177431784, -0.2514372408713461, 0.1436287841962672, -0.07200193559929602, 0.18633738157312266, 0.15589517814995113, -0.1537412560365339, -0.15763052392433666, -0.17644758873857788, 0.3391676939365592, 0.02714263175669395, 0.46122006024577133, 0.2846451172959423, 0.16778351527498495, 0.1511267791707724, 0.006784996549373328, -0.19731885493365597, 0.1589920838608211, 0.08539601490609569, 0.5715811775945691, 0.017833466867705428, -0.14387360851696818, -0.3448825958556513, -0.1754846462514168, 0.28337908472582757, 0.030614725149851328, 0.26837728394875304, 0.16134671274271153, -0.322516352160262, -0.21043272984753844, -0.034731443445036404, 0.2238603178033429, -0.1398967002656134, -0.19197652131482112, -0.13938806593866676, -0.3091997747762922, -0.16287956098634626, 0.032225804143652795, -0.1360545773595939], [0.31662560697769776, -0.014025273372152206, 0.12543482640202422, -0.21570968268097554, 0.16209397097458525, 0.035624095350827695, 0.4892536089501178, -0.15538757419204113, 0.31794446642367186, -0.11549880461638799, 0.07627476286144634, 0.4035261424626591, -0.059987105951942205, -0.17264436461985458, -0.42158893122962204, -0.14020549943845997, 0.34911700212148916, 0.02518413201285835, -0.19609039978732823, 0.21876387338428505, 0.27165500090443245, -0.22338518972277513, 0.02124902332257702, 0.6087588865183168, -0.026067649547751696, 0.16611965746791957, 0.1448215863089534, -0.29789195325758133, 0.08796440174633877, -0.14249295196188, 0.1578707004779336, -0.22183619336885874, -0.1835903512325345, -0.04515372260305721, 0.3732528686379484, -0.4248321636365845, 0.09217707325669862, 0.0725391187565255, 0.1301726519868483, -0.03650170266221689, 0.1011831508936091, -0.1246196143451082, 0.13981480769227977, -0.0016359621633635988, -0.5363054407047555, -0.2950145185691, 0.19085487932817533, 0.22018988823035796, 0.04006039574011749, -0.1746135588710438, 0.13537092419124314, -0.04749539557165356, -0.37779710649968207, -0.07081740818856933, -0.41996725916752625], [-0.029207377326074084, -0.06321830664769489, -0.10374374095590275, 0.30889698465335025, 0.38204546274650086, -0.14608726061530028, -0.5389843392493979, 0.22344953827795394, 0.1511810761216841, -0.1872576328602344, -0.24688339988638933, 0.15394561319850436, 0.29726730517656696, -0.00861414036238086, -0.09552211388523527, 0.14896861496222866, 0.09274188859035983, 0.30690893947583314, 0.5417286958445658, -0.0478801288100596, -0.29307868054528, 0.2505265462123132, 0.2710950056270533, -0.01986895823745516, -0.18190573911054556, -0.23203984620730658, 0.05307211212217243, 0.059654010154279326, 0.05181536753498292, 0.3119741006575973, 0.2211506587119257, 0.34484558057560843, -0.15472420784278465, 0.08509861824704137, -0.017403300688929257, 0.0007829887529760132, -0.11147063658586867, -0.04195775552701836, 0.19054212179207675, -0.05751157640238512, -0.14034048803792762, -0.10395578842097128, -0.08470863823278997, 0.08892939166965651, 0.22275985426832792, -0.23104917938234343, 0.05181558397273711, 0.3276673176363809, 0.15757295066693716, -0.08276648199011785, -0.01870464343081511, 0.30490111405714404, -0.48001786729482815, -0.06717455327176355, 0.5039899519462852], [0.013933446551797828, -0.08600483515798618, -0.11351062837879065, -0.2358063151462932, 0.4413498976679544, -0.3521925051251989, 0.12975170682603152, -0.24429855528230493, -0.09809895349184691, -0.04080764139784008, -0.052301716661701546, -0.05053175292913602, 0.03385260173736353, -0.47132192045702376, -0.2899250687839917, 0.46376486590140975, -0.08590309871938928, 0.08452344768153337, -0.09518455643058989, -0.24879136200256946, 0.1136032202432, -2.7457751636969507e-05, 0.11211003402980153, 0.13327494116414917, 0.06007894275087172, -0.014647125395891268, -0.03423706026503325, -0.04351301465925036, 0.14645779857298574, -0.363308864146507, 0.2576443446637347, 0.24370472544831623, -0.1732579247510875, -0.24655881742390978, -0.1259143957797662, -0.22189435613546554, 0.2040896153063878, 0.0875728879140731, -0.09944066006829541, 0.28882535466894466, -0.36957374237446644, 0.26797990454895704, 0.0852720194982362, -0.09899506353629944, 0.02052206701064656, -0.17810452160625515, 0.29598361675766044, 0.069460705592641, -0.08437020056606385, 0.3602616526082101, -0.3001426231772396, 0.401120196067223, 0.24549387943587203, -0.14961082715649762, 0.24104330961307457], [0.13394935236786568, 0.03289713040209499, -0.20102160627327562, -0.1157594773843683, 0.10378488963593814, 0.19625097287650073, 0.11243626526008799, -0.002285620060387898, -0.3430643080236941, -0.09540073589976764, -0.34132742684159456, -0.07388438417078652, -0.221486835095786, -0.13984697919944056, 0.10451312207987845, 0.15139922043438572, -0.05779779282912228, 0.29271979211460425, 0.09067882867479105, 0.05502094121739233, 0.08098663440677063, -0.4534958224703142, -0.012253537705947368, -0.09808823239229572, 0.42885645971136827, 0.094009764852368, 0.3197689453059872, 0.129651128502664, 0.22930409410232916, 0.21787375403163114, -0.05204980282431687, -0.358207346641479, 0.11587072634496318, -0.09298346476132799, -0.09752620841769002, 0.44674946616392197, 0.04721552406684715, -0.1067247592233476, 0.09469374578039397, -0.25809571168868156, 0.10404210791743271, 0.21516357149958995, 0.08381761369445667, 0.3689759505324984, 0.33349021942795476, -0.37573868696755025, -0.05766176032648314, 0.1254281109080079, 0.6078509693251816, -0.0401197722453536, -0.3258374611111281, -0.2302892385924532, 0.012417839279059532, -0.019870639459375075, -0.11980038019330139]], "b": [0.25492300194709944, -0.32408662945379535, 0.06922366875795043, 0.15751102380611334, 0.5080194257352457, -0.2788290580423096, -0.3124168625413305, 0.04074921593204859, 0.0994915433775402, -0.1804072204349938, -0.39372944324188885, -0.05042179280680949, -0.25014482124550375, -0.07102839136319102, -0.08788160473261575, -0.21292119030010476]}, {"W": [[-0.3870225053779313, 0.15294056089748276, -0.29138456399910534, -0.25972587929175184, -0.2423271977619, 0.1137500779218361, 0.009088262609354053, 0.08199895660825315, -0.7164041037253422, 0.01850008038185225, 0.32951346437538587, -0.11382747472756408, -0.045369230844772235, 0.3944519588763854, -0.018776429064571713, -0.007640208713271188], [0.004171691388050819, 0.16308737048359548, -0.44530011551206833, 0.10939484472700754, -0.2442170074448, -0.067678221098182, -0.07745730810009441, -0.001244320868690904, -0.3293017982815385, -0.11189082465207335, -0.04647243791230308, 0.37044011528303833, 0.07805518884378088, -0.1994654152208542, -0.04082891235542618, 0.013126284677150329], [-0.05455823418361515, 0.32694399144434527, 0.12801251683514403, -0.21392035402444282, -0.22074928256551646, 0.10299980650539924, 0.16278723746572865, 0.11876809944281833, 0.186643643666367, -0.1392602036612785, 0.1723885725748671, -0.00349549580840767, -0.3770009690187467, 0.07488376410678542, -0.3103610027113855, -0.18889828918158952], [0.10285914252570459, -0.06550527237828055, 0.5196317186987873, -0.5436335510625575, -0.2188398892949825, -0.4952568334491429, -0.06843008447224475, -0.2645829199766569, 0.30416673510780207, -0.11306552137021762, 0.1936073813843392, -0.14932410060728962, 0.011972315922211926, -0.21509185927576951, -0.016878420807062595, -0.21939640895883733], [0.09055158130301237, -0.2452030828496702, 0.2011502286783147, 0.004079778331475464, -0.1376910649594113, 0.3813673844362362, -0.2726116463288775, -0.09071597455058077, -0.19804714245503194, -0.6318180200905382, -0.010928273831037607, 0.049954205683233735, 0.4225748274020375, -0.4674218229788127, -0.107984440469987, -0.13248617324687018], [0.030126913217499034, 0.020883901546858104, -0.2529205008047059, 0.15597170774205182, -0.3624154059319611, 0.2394012356297231, 0.2668131382578097, 0.4050801807451666, 0.14383535699046937, 0.029585253603252454, -0.07461042547714512, 0.04415266562593874, 0.12271748266818999, 0.0684776734302985, 0.45634443385968254, -0.07855103206168042], [-0.3185613542798273, 0.14397796610046104, 0.09512333329631889, -0.12061082784945093, -0.14260525694451015, 0.3243005646193057, 0.18371551376372125, -0.39041691821889163, 0.22857735535743492, -0.37177953432109423, 0.24096023021103163, 0.3139525477336027, -0.18195500441967236, 0.07656703803813833, -0.2381895792649087, 0.06178494349818463], [0.08715769251128247, -0.40001247095512277, -0.12070093569151127, -0.10048560409955004, -0.2578292896905012, -0.3733804106558942, 0.031245029057992625, -0.20027714543370428, -0.2563560252794434, -0.33277651589840074, 0.12194719626428605, 0.27156980498947103, -0.21816847263066275, -0.2309326299894513, -0.2477460242528633, -0.4233738670685387]], "b": [-0.7346048526779921, -0.35511675339504917, -0.17723417837499633, 0.10291568705869845, 0.17453779049522633, -0.4015036627204579, 0.3334109167788853, -0.20079606598741012]}, {"W": [[0.44791132804843303, -0.31699610851526144, -0.1956954222784866, -0.010775800282691355, -0.15364742984040697, -0.133748217934127, 0.30553376291571943, 0.24744847681718696]], "b": [-0.27924635519101854]}], "training": {"phase1": {"device": "mps", "arch": [55, 16, 8, 1], "epochs_run": 25, "best_val_mse": 0.2660570442676544, "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": "c8bbc853e19f1eb42bcf1996ff24c50d70cd8e8ba622d70c1ef9d9e30bbaa2b1", "train_window": ["2015-01-08", "2026-02-28"], "seed": 1818, "regime_filter": "bull", "created": "2026-06-25T01:47:59+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": -1.7322423579106137, "fold_calmars": [7.227798784617018, 0.0, 5.7778290648394, 5.955359512645106, 0.46466413960181396, 0.0], "fold_mean_calmar": 3.2376085836172237, "fold_min_calmar": 0.0, "robust_diagnostics": {"valid_folds": 4, "drawdown_penalty": 0.0, "pnl_dd_penalty": 0.3333333333333333, "trade_penalty": 0.3, "negative_fold_penalty": 0.3333333333333333, "fragility_penalty": 0.092, "fragile_0_05": 1, "fragile_1_0": 21, "trade_target": 15, "base_fold_score": 2.2663260085320562}}, "recommended_thresholds": {"i_long_entry_activation_threshold": 39.91760248749723, "i_long_exit_activation_threshold": 89.82329524189838, "i_long_exit_activation_confirmation_threshold": -69.16215737056902, "i_trailing_stop_threshold": 25.619503042845622, "i_use_long_exit_confirmation": 1.0, "i_use_long_entry_confirmation": false}}}