{"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", "macd_bullish_norm", "m3_momentum_norm", "m2_tiny_norm", "rsid_norm", "stoch_div_norm", "vwap_div_norm", "stoch_peak_norm", "stoch_bot_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": [[-0.09582681590207068, 0.07774990662395663, 0.30427690169884575, -0.0807462532132227, -0.3898419065679215, 0.11081156076382712, -0.37924787376026914, -0.1093221496694724, 0.026432857736089912, -0.08986074999360705, 0.1680812133124157, 0.23707983445546035, 0.1394697980337149, -0.21239252886642973, -0.4318515385796041, 0.10418994055776307, -0.17713648501680307, 0.06871963866553665, -0.2272904488232368, -0.029816378664665015, -0.5450484823518243, -0.38275702667302913, -0.05852961702671278, 0.34034282035627084, 0.04976886800688072, 0.4344226786412267, -0.056437503825564964, -0.018347302624404628, 0.29321580506505834, -0.10796775970736347, -0.057003059134913804, -0.3391748132999174, 0.15945769909245597, -0.01907113927882057, -0.1648876442605196, -0.031354065101103286, 0.1491302643377675, 0.2041262661968563, -0.2460091744620584, -0.0041867907275828006, 0.2650959638582134, -0.3550773401248039, -0.06432879159715305, -0.3330339514407932, -0.11202449182287155, -0.08020406946530313, -0.04719940002196668, -0.2313379693255822, -0.08491988941342155, 0.6014237612833665, -0.330372226906008, 0.7168906725039917, 0.20697253956575432, -0.21169841488746236, -0.30613799434970407], [-0.00548940247711621, 0.5963382747935827, -0.10707417353178793, 0.14741194879696728, 0.567811181037463, 0.5472413776607096, -0.11678332049239537, -0.12220849797568062, -0.2638587561227989, -0.24941517546336023, 0.1916730552736142, -0.433906944052872, 0.14355138776692056, 0.6100502699423137, 0.03644464736137597, 0.1949837304791809, -0.17961254707988164, -0.09785583576469342, 0.5562492261312013, 0.05887978951319796, 0.14411747389226343, -0.09549001936083608, -0.07419207833730176, 0.004210331105675561, 0.22209664910841026, 0.3575572509806277, 0.18389977309137906, 0.3613234529655654, -0.13254264807098115, -0.2815972351478703, -0.15023330700847665, 0.0019086682414746047, 0.18938526321778493, 0.2128989677450224, -0.1882595909008848, -0.00556381069738994, 0.20934397030840343, 0.2601163028992882, -0.01775769411927415, 0.368944986263944, -0.07689438750321967, 0.3058787970413996, 0.16051767589959656, -0.009931652406453443, 0.03935812238492964, -0.2039123735690899, -0.016986984507882035, 0.05654246162723052, 0.2435134164998512, -0.44681153479682634, 0.24599709751919416, -0.6977354354064665, 0.15241352626768156, 0.1516038996869198, 0.061791511940811714], [-0.07326225112283155, 0.44514118762017596, -0.058950854019108274, -0.2936710869742959, 0.2690629026419179, -0.19594004643588933, 0.5380003436610117, 0.5052999804905836, -0.3131533382806346, -0.21066103065940656, 0.11299047051972733, 0.18999240511154178, -0.02395662277212266, -0.1535902448853772, 0.057790851345872314, 0.1403936074237615, 0.05913039528336306, 0.11960827320481213, -0.047017963807879586, -0.009846656306301126, 0.24661826294132141, 0.14712680467422184, -0.02485485845497886, 0.04869514026710285, 0.05007238426968681, 0.12531783552504855, 0.07018814032320075, 0.3327359668449527, 0.3425054291575173, 0.12143023121965826, -0.012752642223452416, -0.12099668862742956, -0.207555627881977, 0.13818268039187143, 0.48271318553343573, 0.18333713016680958, -0.13797725063907448, -0.5493078164868687, -0.10959528814425284, 0.2491919330563538, 0.15341412622945982, 0.28746678957735006, 0.10858279287865234, -0.0997313542152271, -0.07502813986859298, -0.06254845997696981, -0.0005437113270215874, -0.06458992461872848, 0.11677894687110245, -0.11971764744150927, 0.344072094591958, -0.17470760209934538, -0.20346403940569266, -0.29528036749521713, -0.09123521975852888], [-0.1297520890664028, 0.29514912255330106, -0.07682722110990745, -0.06304442965867099, -0.16696365791973825, -0.016409351765305467, 0.09256898190868407, 0.14258725859247517, -0.36232592398760144, -0.40451668706556326, 0.09963064163525401, -0.11034358121191766, -0.07964091664261391, 0.10793319478596304, -0.040640722832772376, -0.2051791644207135, 0.012908271813617086, -0.016805970647170033, -0.30136349221941416, -0.0314069136449244, -0.15568592663706135, 0.5575876057929776, -0.13333519332224, -0.15891238918136613, -0.3529607796137951, 0.11152154555986338, 0.2962086692286463, 0.08476060124880877, -0.2255064488227289, -0.45508099964945636, 0.20914929717894284, -0.17068765222648116, 0.19788927806484766, 0.08973793787613721, 0.13898372989952162, -0.022414131235562774, -0.12002181348413689, -0.06808797998566121, 0.15823676774700773, -0.3881698101622999, 0.24152035259368382, 0.034874557105030894, -0.13250541568178065, -0.42299506705928264, -0.14221883512722072, -0.41466848822972135, -0.45329601801505803, 0.5097771395045964, -0.3787689937346077, -0.4596232614254086, 0.12225104305145977, -0.04770133158307943, -0.35288629946726296, 0.2320265358320703, 0.2521205541366636], [-0.2232642721859377, -0.304176465733974, 0.25979483374963586, 0.19770994087055357, 0.4459307490806889, -0.056516460388477505, 0.04352769840958502, -0.5609959483980109, 0.09804147785003699, -0.06652876628004709, 0.056401886526509064, -0.01730943754990739, 0.5787326226011049, -0.14661414281949858, 0.05514959870307653, -0.1587502325150302, -0.11610806058782269, 0.17334003577705623, -0.11935866778785294, -0.018544041193384014, 0.3053340445421114, -0.06821699157269732, -0.11062871381855846, -0.037382463878012195, -0.1710849245396811, 0.09318518010076537, -0.31954352540962533, 0.16156949856613773, -0.0591102837693119, -0.20588433870070028, -0.0710368400701344, -0.02970199501063593, 0.3317198229311163, 0.05757789425442996, -0.4283906618251501, 0.14139400255358867, 0.514774881678809, 0.08233878302102753, 0.09854784177531971, 0.31120096787628365, 0.35494689022913556, 0.4042431697671449, -0.1452367737129464, 0.2322548972821584, -0.10119859223710417, 0.10251790118055568, -0.06865212745234409, 0.06888920071590311, -0.05431498984670392, 0.13124536064365017, 0.11606512490911049, -0.07393342326070934, -0.24384824821851914, 0.0941209664314075, 0.08609503572398969], [-0.0468924507850969, -0.22245911293813703, -0.25139177800343077, -0.4668994242444465, -0.08204515864427149, 0.022814492190386386, -0.43187409578684544, -0.05867121872416296, -0.09952467699912193, -0.26482682753906667, 0.12578115271368984, -0.2468076269956191, 0.4149723381406608, 0.1536775889360347, -0.3103983215981999, -0.01662621795143112, 0.040505261203760405, 0.06670130637280361, -0.24127109371477057, -0.45005421751498953, -0.2562562572097876, 0.08857311619154498, -0.2179797965959554, 0.006576903210102583, -0.028167096236703087, -0.3972875018284218, 0.06178372236816704, -0.18380499604327277, -0.12326889422254425, -0.3779479551641365, -0.20297066444133494, 0.062374094771627794, 0.06244854933714185, -0.1997067202528681, -0.07825628565303795, -0.22035648515184142, 0.15108094202035133, 0.3768748110490153, -0.49037401569915906, -0.04115990796145039, -0.250425123019424, 0.30010131776612864, -0.17131849808509741, -0.2107116134908245, -0.3291827439325022, -0.16766802197217512, -0.1330348561445636, 0.1660180643420371, 0.1889739265929657, -0.015926995188248194, 0.16413195171351933, 0.2844611652972889, 0.40637484323632017, -0.058994298923310436, -0.04354004950654218], [-0.48217255333689063, -0.015279134843102827, -0.16263245696183076, -0.24310746284725848, 0.14796916355491638, 0.3478386712459748, 0.19574188553403263, 0.25562705459693147, -0.2240392678306471, -0.26674405879550284, 0.3439265506153026, -0.08887514081028275, 0.04052333368976985, -0.1914665775510223, 0.14098974246463358, 0.44123178730354135, -0.12530458156170513, 0.09566357501348124, 0.15107452112999084, 0.24767331936500084, -0.19318934709435434, -0.05288893679372112, 0.22575144274505332, -0.5054281879163889, 0.1561340985208451, 0.2570829500664105, 0.06926726876472904, -0.09843491377872912, -0.14337289594173183, 0.056809089354649386, 0.3355147418888148, 0.15627543579341294, 0.07526771026439669, 0.04598174839608107, 0.3976613105379684, -0.06325474103045509, -0.21878947697683748, 0.37299838355415527, -0.13321652841458803, 0.06646882823566769, -0.3410554097674775, -0.33454621713571764, 0.07455526242407179, -0.1899180494941768, 0.22981982572665763, 0.11203180365140979, 0.32489906869136315, -0.1815339879225769, -0.1048855651534693, 0.04040080620958106, -0.26775591136302246, 0.2363532328954592, 0.3070919969593992, -0.570283746769125, 0.045812135421282214], [0.09216163738251466, -0.01407985335306335, -0.152710651074013, -0.03960966816106227, -0.02431454538500383, -0.13343689825600047, 0.06879086787045752, 0.020554153603214935, -0.11860162579476959, 0.1423358375821911, -0.028268124018772087, -0.1633649357808656, -0.48287765443368585, -0.3364909497641102, -0.2778175702462594, 0.449529686335033, -0.0351697881322486, -0.2385116006080282, -0.04127333233773932, 0.11418137377838757, -0.16635156653774363, -0.09451058975366322, 0.07452600542277464, -0.035476250580713097, -0.12776940896197148, -0.37142795784292193, 0.316454406557297, -0.20507153125989075, -0.00974088352202114, 0.31957627566761104, -0.04726339816428889, -0.04867732226318625, 0.06466480018891135, 0.28276479438552576, -0.3173855233053189, -0.18527070872326834, 0.10268532544056502, 0.02476100367379889, -0.0701058795485852, -0.17081363824643414, 0.14226141346750162, 0.019463807125293442, 0.10317497068138942, 0.174393663276951, -0.0821670083378587, -0.10045725229580182, -0.1939008759768983, -0.024493573178962932, 0.326965301265285, -0.029198368165989294, -0.1726166218888559, -0.059363526502805596, -0.17382742592425765, -0.39339448106609914, -0.17056091066020318], [-0.4460335801382872, -0.22353215331451898, 0.5045903659223075, 0.3280334522115473, 0.12125648816542335, -0.15100309946092633, 0.23404043025262805, 0.36999114310776254, 0.11381033174546024, 0.1652320939949943, 0.14574381588262947, 0.24635021482113406, 0.014655866942165217, 0.2984188477635558, 0.065982011402476, 0.04481763827637804, -0.12531851643629777, -0.0005936387570790007, 0.17678169103898844, 0.1914305998551073, 0.23472264619637515, -0.11309600660196367, 0.02369204463843177, 0.22387714770554834, 0.33271784255079245, -0.21426897407871806, 0.39593773270369786, -0.07045694703315777, 0.2969527735444812, -0.05891133528155103, 0.04743300725111823, -0.1556871866258365, 0.1412534450922105, -0.05050845065387796, -0.09664787942062178, 0.27454559251138794, 0.04752806938961147, -0.011376024979792468, -0.17086053398368384, 0.5102555672868372, 0.014636335354308708, 0.4829784235004801, 0.026028450074128066, 0.10545610221293071, -0.18998718580543542, -0.05345404706711037, -0.05049481063059378, 0.22065390789313047, 0.23633015735165624, -0.2054367934146237, -0.42292816931214877, -0.24505391483132388, 0.40685820778523807, -0.049179885827576895, -0.3039495679886867], [0.02719355304610813, 0.10108842162248663, 0.2990001949429616, -0.18654730882743467, -0.043006581447330036, -0.004048006880617724, 0.5834761976526915, 0.3138934581890945, -0.17829209582104616, -0.2939813537659237, -0.03942764143923749, -0.21615484045919933, -0.7552553415126918, 0.0014563024206999814, -0.06818504396351935, 0.2755607517964156, -0.21323584609118457, 0.2700772095933117, 0.08085003225089164, 0.3546876085045898, -0.07359067295389257, 0.3428574149327772, 0.11829722907272892, -0.07774122356470366, -0.4973003613081967, -0.23015929339749164, -0.03909185101602399, -0.005352503072919623, -0.06943214718842956, 0.10263575682948214, -0.1548371676236172, -0.1770099166371259, 0.23748343756836046, 0.03294073746016629, 0.0004158974493773254, -0.027930216813023587, 0.02380170667306812, 0.18258407779033875, -0.04912131704431093, -0.13295274874059265, 0.150923054561352, -0.2251755175815623, 0.12008228460239313, 0.04682370490880494, 0.3267803092949955, 0.15436501642466918, -0.2673289184080375, 0.17321241131064657, 0.20359877203046695, 0.038494393759872375, 0.019442360115013536, 0.2219375622826847, -0.05041270592097512, -0.260550036487677, 0.3409021505912766], [0.2876446323377318, -0.0681801283298937, -0.13279810364451328, 0.20876359718017282, 0.28761068689544095, -0.10576040838613711, -0.45772466793489314, 0.11841035204910302, -0.06869200020619433, -0.059182876104652955, -0.1062759794244662, -0.2053832948577273, -0.2050728629519471, 0.04651062557593014, -0.08678074628676449, 0.46989311622603774, -0.18893162961020907, -0.28854634682386454, 0.15491223755028338, 0.02005340425397642, 0.2454988643956986, 0.11385664949479146, 0.16813389585711877, -0.016888669692454283, 0.3117262446906262, -0.0281389455450776, -0.045215218025252565, 0.26603643466396637, -0.1784977201667178, 0.3103891840730464, 0.05890508476249087, -0.03423313777646149, -0.05332367870696882, -0.09706857649033987, 0.27054127251126636, 0.027225360832075794, -0.05455438275073519, -0.5144595820184604, -0.18431949714672585, -0.6389100168291382, 0.042880577313691104, -0.18361627508841913, 0.17991596277248817, 0.5601252491079455, -0.06402103946279987, -0.3791463255604304, 0.24560526271967267, -0.2386727530993932, -0.2571877511790069, -0.19403167442560565, 0.49977686249238784, -0.0712723992745298, -0.528778908000201, -0.19157197430336914, -0.11916070954916155], [-0.13714046138654573, -0.48786169136148494, -0.05089934816079762, 0.041017429432624194, -0.3329231814270092, -0.08302500895221382, 0.582816033151388, 0.3222359592489251, 0.06282825494561682, -0.03151885195030038, -0.2962148800774309, -0.09985155016471174, -0.019955748817803452, 0.5247148114270368, 0.05188820830733047, 0.019935711091204913, -0.22802442858123032, -0.026817715707075154, 0.16780185165623596, -0.1405834005211812, -0.3257437855941198, -0.1842636735539084, 0.12776523101579348, -0.1742113645097568, -0.4189809253344229, -0.1514409415791111, -0.4210199524764892, 0.3701080959205596, 0.16933314117351494, -0.05019643348981905, 0.3456169409530866, -0.30259468529112504, -0.3533990944790804, -0.17399384742733878, 0.12959397913522686, 0.25870787315022636, -0.1148975275740128, 0.30711710009903037, 0.10114800292056136, 0.041959991363640245, 0.20088712556448576, 0.07654602377105141, -0.2600529580934654, -0.05253212783217016, 0.03305048184955095, -0.008429831764469186, -0.2433420599934656, -0.019526787150920436, -0.2271534738116254, 0.082738615950663, 0.10583027849531527, 0.32137906336875377, 0.0010449927255268554, 0.15438385732879273, -0.08570224137166949], [0.02872011687900769, -0.23691765232595152, 0.09590577388187187, 0.2528954422776345, 0.0039332316070067805, 0.17986735056827385, -0.022057960824093066, 0.08187821115956548, -0.4194260250536761, -0.10911135426931651, -0.1374817987380132, -0.20901747271516255, 0.06021822563980159, 0.01655649974486372, -0.2646796344908405, -0.23919211583116734, 0.0629415924905556, 0.007370756608157173, -0.3066156177757552, -0.10736655465379291, 0.4145973749679312, -0.006380201355730121, 0.020298775340734414, 0.16654462337225553, -0.01644340459869429, 0.05290889678527401, 0.015212053315809042, -0.02761884354239127, 0.160290367442677, 0.41797618911070045, 0.30743520700032745, 0.06880797347534837, -0.21883120344153661, 0.0896761745434756, -0.17706129484417518, 0.4127132503017505, -0.3031688598083729, -0.15011584720885984, 0.05662360161351741, 0.09256990615277191, -0.34629700796931767, 0.33164715969209, 0.17541854543582858, 0.10836734012191183, -0.19612342420092382, 0.49856224448279085, 0.004194267659199301, -0.255864638789346, 0.33650364493679963, 0.2988942254509229, 0.11662641372144911, 0.03933874059895054, 0.33000957921173574, -0.1354396904666465, -0.06411543889500551], [-0.04705305289407177, -0.22586313062839025, 0.41930361010942707, -0.2940073364493349, -0.42142349040485444, -0.35026027075641986, 0.09702781638297839, 0.15605550646999694, -0.4304068588509399, 0.23177572104100425, 0.15931695611290475, 0.4691623066414914, -0.06321394563646561, -0.05835078990136039, -0.09890781409179401, 0.0042860558164881934, 0.1362527346478536, 0.13283634662010746, -0.12970305855167763, -0.055991457432961876, -0.39736682135274126, 0.21174829882798996, 0.224925890988541, -0.32841769501827456, -0.1462555233724257, 0.0682447880688758, -0.02636364381883509, -0.01973693252844837, 0.06530579003685849, 0.26720085225698975, -0.08956334839096208, -0.007920060991423845, -0.42537687480070424, -0.08908417228283741, 0.22145169618877783, -0.08139062740527275, -0.05407635111365605, -0.4307180705694851, -0.20771846177791656, -0.29277218308243513, 0.3369905836914751, -0.06420487241378554, -0.09461549702756128, 0.17758764760531145, -0.2358533120057697, 0.09930512988903084, -0.010768516335622869, 0.26016781927906313, -0.3221086094132312, -0.09819822784470267, 0.007684847033987913, -0.42633467033954264, -0.009010439891222355, -0.10347603682733059, 0.12141910768744371], [0.24614822645368173, 0.05798986421133896, -0.2695092423997703, 0.24489787586534784, 0.4049457869981364, 0.2711263200538681, -0.11876007638471965, 0.1457193002966704, 0.29643919639596844, -0.027386447423893727, -0.14498083889782543, 0.09778894692193767, 0.2182037726182129, 0.2555487701576071, -0.421399771407269, -0.268928381937238, 0.08020189173375064, -0.05243992322068281, 0.3487428691370148, 0.6324721392226771, 0.08490058985143267, 0.37083885109275216, -0.4751226467298532, -0.00426958444455677, 0.014679073467942769, -0.030274018102475278, -0.192003234476468, -0.374036958375449, -0.15062539453559445, -0.45907483551003264, 0.16734554312824965, -0.2578261666046962, -0.352247193002479, 0.036376755593359414, 0.16322413046912942, 0.4211015272829214, 0.07969672524718635, 0.2677242792863567, -0.1282714136775221, 0.4776156849894502, -0.24883976939740543, 0.2249236602449511, -0.00954467405177039, 0.5682169903533587, 0.025035180956822875, -0.5580111103644235, 0.10062264308547243, 0.1794755707109973, 0.09583072548655724, 0.15103613281647815, 0.17986772010267835, -0.2356348452176733, -0.1902807233984286, 0.37751723081694244, -0.08514824339348681], [0.10149015635625397, 0.20308321066881999, -0.4101691085411974, 0.24521429694628674, -0.12826842276276154, 0.021479516562323848, -0.1346759267687838, 0.1314137497633077, -0.00707837255850491, 0.4935794505322578, -0.03603534763128469, -0.3506513333738622, 0.23194356370169333, 0.43825208885250355, -0.16056090150999913, 0.20879136312044225, 0.1776836774598957, -0.34612381312432505, -0.5292923090311447, 0.09801210080512916, -0.09715823865673275, -0.17883088863822325, -0.25582197894080316, 0.3837242272455894, 0.027326005847591373, -0.17118596583268805, 0.054901653927202865, -0.16310356376630977, 0.12983312994459914, -0.29823061011701507, -0.38739557313108103, -0.31045837078681127, 0.16579031907059524, -0.1861978246592268, 0.2975000453516937, 0.11156472423025042, -0.6477629838532608, 0.1950810925378082, -0.023983536126664783, -0.007603986219753514, -0.21630208251951372, -0.07618081684047594, 0.25385681067458454, -0.17132429650767167, 0.46209364028664535, -0.20596064318643803, 0.3049887604567157, -0.19759882849476273, -0.5165745364172833, 0.09153366859708413, 0.08220901554698261, -0.16048484119153, 0.11772711053642469, -0.4234185830317022, 0.08576882799601988]], "b": [0.5115119536798091, 0.3060676287571067, 0.2567392620277208, -0.5343190645127526, 0.054046116365067565, 0.035723072621308416, -0.08086516988394994, -0.20057426341488405, -0.08529647462242285, -0.25897226873042245, -0.03276897275102448, 0.22138750731223644, 0.19011961136685124, -0.045811845143991455, 0.43940199085454834, -0.18899359774468982]}, {"W": [[0.1837399756658038, 0.4063277261686183, 0.1246611832601781, -0.3072105411760931, -0.41503629666426145, 0.24191244132213402, 0.09549879653345643, -0.26929019405801524, 0.4952398957409258, -0.09835220700613322, 0.1410141883016679, -0.10623866742380066, -0.1937445473400154, -0.07708452984595206, 0.23330845744125017, 0.08378901787729563], [-0.2989410615675478, -0.2475929006226319, 0.008517045716645863, 0.3426987554388907, 0.07678668609230584, 0.5428097773762461, 0.09188614478205359, -0.17958367877678402, -0.46377519407574763, 0.020025454865329667, -0.2124795412943783, -0.5610792277535187, 0.25662276030717535, 0.07060479427152402, -0.28299388405905956, 0.10299916189941702], [0.21103838011114712, 0.1515612083804174, 0.058464344739019486, -0.3578130429831475, -0.37620373338763635, 0.0039747250732300975, -0.06320801708274074, 0.012191708304287903, -0.09788663913010899, -0.603443491335346, -0.24659333567486055, 0.2934105683497639, 0.5831766775085646, 0.29517148754476014, -0.2226406805814997, 0.11483856197593471], [0.0294491747834428, 0.2946510417531459, -0.0067233349070817666, 0.029727937501550256, 0.01062343655003857, 0.1712275226810567, 0.06995882656878069, 0.1952802318390987, 0.36662102711945005, 0.28241389580700926, 0.05918003086450899, -0.10772343490446354, 0.07290273202481914, -0.22741646160185322, 0.10073009750754162, 0.2732506484601163], [-0.39019244657378604, -0.1351929219794023, -0.09697765754361162, -0.09848131286270663, 0.042745095664793495, -0.22483744433730363, 0.39165154387072404, -0.13883170593765007, -0.017170924849043357, -0.3213360025051865, 0.05597391782011116, 0.04034782446406676, 0.09589546770278394, -0.36567813109452746, -0.18798949603136428, -0.06935044331383337], [-0.24959106828372912, -0.45170610536006317, 0.03504640696921945, 0.4979487988077528, 0.502795931062794, 0.08065896886329021, -0.4483324577433706, -0.08364375582166433, -0.1605361943692979, 0.46763984662247293, 0.16492845802561146, 0.029685181696650683, 0.38349923143336007, 0.22135970359201454, -0.4501277045571572, -0.0144185029871867], [0.2288230836031087, -0.5979264243361184, 0.016396246784407827, -0.19161739558733104, 0.03313411049450429, -0.15123459716515508, 0.25945731830222024, 0.25621394659425045, 0.3744268776111086, 0.5038241609385903, 0.02716280351061324, 0.17606873093886163, 0.38158863617199096, -0.02809881625017089, -0.04919372354250921, 0.2503227078373885], [-0.32751183702131387, -0.3660295203931177, 0.06880023954347356, 0.03670049619139554, -0.000691286478703283, -0.29227325506894236, -0.023265950465790323, -0.06447239958878535, 0.03038047586928247, 0.1723351315088016, -0.3488682297562033, -0.5463681558070648, 0.07099827838800055, 0.01023152539725693, 0.541474696392215, 0.0074940286446546975]], "b": [0.26221382187820547, 0.5838233231448702, 0.18180711009240574, 0.12695902120294653, -0.16830635095544333, 0.06025454193403872, 0.1332488022242775, 0.062243344352394585]}, {"W": [[-0.3423241643498119, 0.15073940863472468, -0.7447152623326195, -0.127620103417518, 0.00581937483119954, 0.2318718509835518, 0.4481119326074966, -0.015103624711479757]], "b": [-0.6345538152328607]}], "training": {"phase1": {"device": "mps", "arch": [55, 16, 8, 1], "epochs_run": 31, "best_val_mse": 0.23758739233016968, "train_bars": 17163, "val_bars": 890, "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": 202, "regime_filter": "all", "created": "2026-06-24T17:09:10+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": -0.21146589338368488, "fold_calmars": [0.7036992448206824, 0.04231155612367448, 0.4515582610965936, 2.486805154046507, 0.21920887433888064, 0.0], "fold_mean_calmar": 0.650597181737723, "fold_min_calmar": 0.0, "robust_diagnostics": {"valid_folds": 5, "drawdown_penalty": 0.0, "pnl_dd_penalty": 0.16666666666666666, "trade_penalty": 0.14444444444444446, "negative_fold_penalty": 0.16666666666666666, "fragility_penalty": 0.024, "fragile_0_05": 0, "fragile_1_0": 12, "trade_target": 15, "base_fold_score": 0.45541802721640606}}, "recommended_thresholds": {"i_long_entry_activation_threshold": -12.993864535339556, "i_long_exit_activation_threshold": 60.619245993619295, "i_long_exit_activation_confirmation_threshold": -107.87703018495979, "i_trailing_stop_threshold": 30.0, "i_use_long_exit_confirmation": 1.0, "i_use_long_entry_confirmation": false}}}