{"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": [[0.3431339890611323, 0.1964516184355392, -0.24004540763820867, 0.33723396879793127, 0.39152563181419825, 0.16223843073513894, -0.40878987185421667, -0.24158576570082643, 0.004804592314550243, 0.397506133740382, -0.006326273704844446, -0.24944518268759341, -0.10084959358741767, 0.19142581576696654, -0.2658899676915354, -0.31642658871304286, 0.02183552844970363, -0.20401570026628832, 0.10145612067599874, -0.16297385912271417, -0.47018894028431735, -0.06464703473137379, 0.3573797325620315, -0.21710223169404835, -0.11519918646441082, -0.028512396986823375, -0.1515894181819657, -0.2720575438775403, 0.05909615113005941, -0.39056405733665644, -0.09964293989276399, -0.08869868363985471, -0.04626262049825848, -0.003996063761881441, 0.020339261582212456, -0.6737202315222283, -0.24645862664597798, -0.21252098824640822, -0.23435862038075977, -0.1548339478771804, 0.3580456967680167, -0.22968773307510099, -0.023960426394160524, 0.24963207109370475, -0.1348969420054061, 0.31326524107582354, -0.11053228890835665, 0.1821690936839931, 0.21988039535664375, 0.124721136913659, 0.02615606082030861, 0.18675479866660455, 0.3298579607963549, -0.6830392047750798, 0.15514044742230024], [-0.2477294319866529, -0.05098791048026821, -0.25994958209196345, -0.19971289842790158, 0.07278685280049223, 0.1912314527662483, 0.1731484788457003, 0.13201858844728148, 0.22176351885464846, 0.10130653668580142, -0.01428873924967159, 0.1915413925406635, -0.1566406307211679, 0.039872557691082375, 0.005449917131817483, 0.08772227123676904, 0.27685221957016254, 0.35087743253375153, -0.43309799795780485, 0.2511366077272411, 0.012455854274806806, -0.17142837494258883, 0.06245903139740738, 0.10650617226968358, -0.537449907755853, -0.42004318446163774, -0.25583097034083746, -0.02208550296905732, 0.44730773258337303, -0.051569287779593714, -0.2511433913194911, -0.09342458369457415, 0.3809352087887934, -0.6053825547325489, 0.14013964366762033, -0.05204909046196103, -0.4774328974427712, -0.15884426390265863, 0.5033038839942733, 0.16743845881658134, 0.3122420302731164, -0.20119540828101812, -0.2881302111870905, -0.19627159709468242, -0.2841145069100911, -0.3459073340819281, 0.31450693239416033, 0.09303496983800386, 0.25274197137157384, 0.187378963719477, -0.009304216331192279, -0.18965108366495453, -0.0735314859098567, 0.22145021771215714, 0.349042241476785], [-0.29395840075181057, -0.3682931953552456, 0.08330764061672442, -0.15088442222496395, 0.0015107493210171873, 0.005569121787204211, -0.44659418049805366, -0.23572401880289007, -0.28246829125588857, -0.3145512907868735, -0.09515786684396361, -0.06494829985552439, 0.08074948262682517, 0.44457227923455417, -0.2962115270774826, -0.003739754696088004, -0.12730694731985392, 0.1115004979161834, -0.00434876406333589, -0.08911013765445162, 0.06729258896017289, -0.4106326970150367, -0.4047997588613589, 0.2651399139284365, -0.33616896307590116, -0.05303822759166929, -0.04867629242696312, -0.10822277109490273, 0.09317593339722897, -0.04107088950042793, -0.46259519902304513, -0.31792734741658735, 0.13270442000703858, -0.063053988915995, 0.03435845938808435, 0.025997697126387945, -0.3618757644979098, -0.42880313407264087, -0.14370919216213146, -0.3242222195882272, 0.07200924053120303, 0.016789625269410947, -0.2784627130291852, 0.15030494647749537, -0.018455680218901177, -0.3185504520960267, -0.09727837183129277, 0.09515850064835835, 0.4275719323649596, 0.3133459517594033, -0.42934963066720394, -0.4029491726598929, 0.1654595407445366, -0.07546892344117254, -0.47481962287794355], [0.18653318332881383, -0.03922658665285213, -0.3438188646637412, 0.019489528925810882, -0.2406641597053659, -0.08552730747776227, 0.1066193447220384, 0.06140156063439099, -0.13061125674039495, -0.38065041184384507, 0.03245314130716077, 0.18066897766073456, 0.014087153087442947, -0.11530174817159067, -0.2188388024594105, 0.20498037927582763, -0.1571224271572097, 0.027810662814642225, -0.06686064981694695, -0.14168318286380016, -0.06746134761504831, -0.25194165297253873, -0.47355503285501527, -0.0785515961581838, -0.003061398427043109, -0.36042895330825125, -0.5779246192230064, 0.19623824413951607, -0.3450335452151767, 0.2516937386245542, -0.07741121977084786, 0.2229264352536824, -0.11470606017552361, 0.16851312515248698, 0.38858832787614983, 0.17672274396377216, 0.32601165406429167, -0.08866579258076256, -0.06534354209207016, 0.019945168183917783, -0.23738825968000601, -0.2854745457584176, -0.10383259361186767, -0.13016163236955777, 0.22659159219235014, 0.05408949555778898, 0.006648730654804445, 0.06319387208692545, -0.14941021048941322, -0.08492259065031646, -0.006469428638569034, -0.24484704580001782, -0.3163683375671515, -0.33775268355283106, -0.21060372370727365], [0.1738101443631674, 0.21447382140415153, 0.012983376550396226, -0.44713062422011535, -0.12946464898379031, 0.005924452662933597, -0.060728443630951964, -0.15426750648544899, 0.4106183916708677, 0.11962023942911246, -0.04487720385561812, -0.10954780684602607, -0.06094543251037059, 0.4766889880800576, -0.18563418303570844, 0.4555818217748498, -0.38014346371437047, -0.31484509629755175, 0.029027930736161302, 0.30942625285957853, 0.19205674018789137, -0.49962249657711805, 0.14199834005660936, -0.4388274039561035, -0.17319452648352388, -0.17755040017627052, -0.300364302852212, -0.08608789071827272, -0.09247859102177539, -0.2414353021736908, 0.14732961233003583, -0.07052513073363695, -0.08240187059131217, 0.2928389418704984, 0.0032686030359941054, -0.00964981896709935, 0.019501567989717975, 0.3516500064086824, -0.04961566236550103, 0.12415683864646283, -0.263544422998346, -0.15585328830492298, -0.1996281020710958, -0.30004178655541475, 0.2754062113586335, -0.3529498865585136, 0.10150219509408012, 0.06075583938449247, -0.1405017065687101, 0.3072795759033013, 0.21360961275368018, 0.14190227957151053, 0.16506083036985655, -0.4964892894809843, -0.2666478828416624], [-0.27963009243739195, 0.0077523363510942495, 0.174387297733968, -0.3025074842838441, 0.359607845194683, 0.3862018320696755, 0.07530119874610328, -0.1636828513642924, 0.05155073419374497, -0.22816249017763662, -0.060159143255917175, 0.07636431793439027, -0.3682348613079831, -0.3153161698343145, -0.1758242584181759, -0.04233178677419477, 0.2816810905902331, -0.22392636790943626, -0.6066265337872385, -0.04487006840615805, 0.11356257666674312, 0.0417588615812534, 0.17564417836581422, -0.029328282384148807, 0.026915818881229053, -0.019920105652390625, 0.4690366843270922, 0.10185426717784832, 0.2704978609601368, 0.03479259648605857, -0.05612065216556878, -0.03549589247407756, 0.21083189974516592, 0.08297358984573386, -0.3234676253012484, 0.28772690327745887, 0.1575834509891453, -0.11011915424242161, 0.3846319839995482, 0.25972330197736077, -0.2080633112675973, -0.13278605868543977, 0.09196789598288599, 0.15280329730074424, 0.15258375192321263, -0.22092193924617648, 0.040095597520473356, 0.07167720489505122, 0.4909479367609734, -0.05514190239564135, 0.27122167362901584, 0.0522623992804129, -0.19724060684412345, 0.32646206397832034, 0.4440980940220644], [-0.3600652996908256, -0.2513029495075484, -0.13337932137367833, -0.09082230350983984, -0.11685842951134695, -0.14806714467023915, 0.3198284824542061, -0.1835843806859329, 0.31996020614521603, -0.12807978775974033, -0.05991089302401581, -0.16064190573114245, -0.43785791708877075, -0.3392526504997479, -0.3017781480245131, -0.08169426482669283, 0.41186174167802647, 0.07026850989808454, -0.17296103576095204, -0.19369672224327122, 0.1910401050373229, 0.21552946419790459, -0.028682252112158333, -0.17978761551109076, -0.27448319592506853, 0.051040167062596994, -0.34443861227391576, 0.02218116384654556, 0.15360378223095, 0.2669546206528635, 0.15119994745904855, -0.5582876037631815, 0.22179794658803165, -0.6533148607087245, 0.09387456115607351, 0.0023587502612593264, -0.14358004410384986, -0.12123535618711653, 0.21174446581935855, -0.012722788392254339, -0.34269193806285875, -0.13795264606732954, -0.028005532477370858, 0.085079302804083, 0.09662263190706098, 0.23490046088325325, -0.41384894464871, 0.19523266403217177, 0.29518504110100624, -0.1528040181791571, 0.10050648729371765, 0.13556835325070976, -0.25985459169701036, 0.2907202683476741, 0.26190176964517997], [0.14835013388733584, -0.029485282215626032, 0.014890470612671052, 0.1362080690579362, 0.0595092225399028, -0.15315649791892916, -0.01918170786383421, 0.26742753463701974, 0.017721805796231227, -0.07763108431635983, 0.22129902549541447, -0.01424069447098359, 0.206159677248094, 0.09174706020982179, -0.1408028555634223, -0.16273549793178327, -0.1090610004456663, -0.4083865119374093, -0.2388843974173814, -0.07335397677715694, 0.08312054383733807, 0.023256917915667343, 0.07719937066397942, -0.2801428002546282, 0.1854641203632119, -0.0536518977744459, -0.22477686372641253, 0.11283812269166973, 0.2560949123573415, -0.06516962169686016, 0.14645451719422808, 0.06787415021300325, -0.2905146562969204, 0.055261648877907674, 0.034877024698371464, -0.13712088726505964, 0.21614323549587283, 0.034933494189574255, -0.10062390425040782, -0.033071152718883064, 0.10051444901313118, -0.10276243785367725, 0.11935338133135306, -0.06076147657594893, 0.17491442051310735, 0.19587822112871134, 0.14670354746732353, -0.11884159307441458, -0.17595715016007432, 0.0010756674222739647, 0.2196297068630884, 0.4216866083886382, -0.303157388147571, -0.15197919006146424, -0.0730952426123964], [-0.19167424107367803, 0.28485912082443354, 0.2175586275072486, -0.1765447483809586, -0.2733301288133138, -0.1316911969789485, -0.2575517848155839, 0.08854267097472762, 0.07082910227851374, 0.27924748977256736, -0.14873908059437865, -0.3071966579989549, -0.4339937603396092, -0.2061066361754538, -0.20949337468647097, -0.01803249055295615, 0.49866879792187385, 0.18828010045013804, -0.2883836875813965, -0.5206306810576118, 0.3900525402772177, 0.12275979898088359, 0.15129715893345566, 0.09300469589639918, -0.7151190598170254, 0.21785402150098798, 0.3325043661128965, -0.37849367022174785, 0.22726454604523394, -0.16965628121840623, -0.04153977472801143, 0.10129764947418324, 0.44465849553807646, -0.0021562040229634325, -0.042648070955455614, 0.030393298143620608, -0.042837900471301024, -0.06429843183760962, -0.21082261227329, -0.1304429562184839, -0.06508750514000791, 0.1427598166084899, -0.1730786474640686, -0.11496079290236866, -0.14873065904385313, 0.032782190094179854, 0.3517229121961164, 0.03271331303682841, 0.28242290474200554, 0.5505536658891971, 0.05280193223777059, -0.007769383608927181, -0.05736364871594547, -0.09735386967435239, 0.1841323077263086], [-0.04203980930564692, -0.18353250749953987, 0.07503611727143047, -0.025014454051909583, -0.16349130437535542, -0.10698062515283521, -0.20699055414924059, -0.04236232928110284, 0.014494408053848454, -0.10298107655882593, -0.13651811113712461, -0.2838051811127299, -0.2149384152350546, -0.010326183608250893, -0.17889773354726946, -0.08169635390748436, -0.03317406455851738, 0.1345910479732047, 0.15152122866891668, -0.10079679657654052, 0.2983176658852991, -0.13320466311732063, 0.056663936151362705, -0.014366761107135676, 0.16402718882777947, 0.12794509430745482, -0.2686493564179948, -0.29181516842722766, 0.09258862162175269, 0.15680933889801196, -0.06329497718504302, -0.050255947752404495, -0.03391747863549707, -0.09022899970610228, -0.2574572688618606, 0.26359724660108563, 0.13920235390261526, 0.007701976905587953, -0.10606113712734291, -0.16696235140077872, -0.14996312843972226, -0.2744805149169409, 0.48075200578541916, -0.06769780013281998, -0.14579454832393796, 0.047321410301995256, -0.37928966386281615, -0.03621720657338361, 0.06181995568309884, 0.029513589174797995, -0.3606146111237879, 0.3642318179431499, 0.22254761291614567, 0.06003744848867837, 0.1411823234805097], [0.008180594179080722, -0.2583148414097589, 0.0628684074666814, -0.3691553870663377, 0.24237776860145244, 0.1618821713253437, 0.10322286856185915, 0.009060303813367532, 0.3426883293938366, 0.3791460326494891, 0.17761435118868138, 0.2750372131890183, -0.28765323399775855, -0.07220558204577202, 0.1751781614776837, -0.3824461081092966, -0.11433675067699038, -0.32920931001462517, -0.08823939869210318, -0.24542806525816516, -0.2860307795819505, -0.1958735959159698, 0.1653216470162983, 0.26933452661061474, 0.09106398175759939, -0.07836385660314117, 0.6138281033089306, -0.44601890634352187, 0.4887863529390163, -0.008938607413344173, 0.08607118059753648, -0.03189227689035441, 0.2579606987819122, 0.09851961071734718, -0.32614571687167737, 0.3785149145968931, -0.2860765467816575, -0.12995763892464302, 0.2516109726986123, -0.2635270487459388, 0.15192771145867287, 0.2752355267728438, 0.14320684807132547, -0.1403494943374489, -0.2142332926414831, -0.015511168824666657, -0.46390992996142966, -0.018197287098818647, 0.10113245759702004, 0.26429898356629955, 0.49326352013583336, -0.18778811156258118, -0.480907167967855, 0.0728887050728769, 0.3545851851820002], [-0.07225411274661689, -0.2863028047302997, -0.04531756331304659, -0.17080173395506673, -0.13417236928984924, -0.6059194486555546, -0.10627870448253765, -0.27021163956488226, -0.21390396434404943, -0.3509281061516688, 0.05862924451066537, -0.39133694054754653, 0.06525609977320442, 0.09474278457093234, -0.22721622627146648, 0.3672687472863546, 0.24262381598568125, 0.1095138648131114, 0.08112882432823414, -0.44793691762313703, 0.2784765280735489, -0.34590002240727474, -0.2396085066660159, 0.02231644293257915, 0.0480495873231672, 0.09148012026087243, -0.030997961023922223, -0.15686117951924497, -0.06310683207996932, -0.18006711429028427, 0.19444833074628107, 0.020408595647924934, 0.3402087295019979, 0.07623800286211582, 0.14497400459602172, -0.09982495605898067, -0.28051717155609096, 0.15118768708916291, 0.1607482716364622, 0.15642472180354106, 0.06551237876862384, 0.13083525236211907, 0.2762332881190093, -0.10240995210499652, -0.21848008401335672, 0.14686781540052218, 0.19035933151172005, -0.2156587634940392, -0.2958802858939247, 0.05000740784498409, 0.35531564508863833, -0.3382338922311397, 0.2106688079930069, -0.4347600898727595, 0.3474617145241571], [-0.000612120030987521, -0.18037737644304397, 0.40805117720438844, 0.18763053040237, -0.24422099297627708, 0.1296629004414357, 0.011004225678050119, 0.10933760377660337, -0.0007491907799204904, -0.0452919915985596, 0.004127773730262588, 0.2566007807813515, -0.14976366500043584, 0.16970899275132784, 0.08468049184889283, 0.17731501756832924, -0.31810966017453024, -0.2173141154488608, -0.049178203411197656, 0.07125650378654272, 0.17702207554509697, 0.29426501498263874, -0.39149045508584024, -0.3072478678256076, 0.24919315206739281, 0.03679863473302422, 0.16597408087502002, 0.056103480412092496, 0.025440073864259897, 0.4158327906755531, -0.013528467945760923, 0.2190485932153218, 0.5034071003313244, 0.38607036289849755, -0.18980461478751345, 0.16629910054742106, -0.0649146988667718, 0.3103158804491568, -0.026964080554945626, -0.33147828980739596, -0.2542538508300461, -0.08917503136175227, -0.4440933725527296, -0.023306733984887206, -0.05878560650528508, 0.11340460467366129, -0.29332997729387567, 0.04196718528206513, 0.0079965542092717, 0.11445957408088037, 0.26203406815665187, -0.07921470739434305, -0.14111935656346186, -0.2849660465754453, -0.4018522592550169], [0.15604760867507583, 0.27558575423300913, -0.123772250889803, -0.35955381693507027, -0.25709226660837103, 0.0651849323820379, 0.3095542744072053, -0.11392172582698953, 0.09102176420886667, 0.17689567867810702, 0.0925932122068791, 0.014407394773487847, 0.025678222697546323, 0.18687075965872724, 0.13958116170436408, 0.2524124077475849, 0.15097327804269167, -0.3299067326195962, 0.018438473610758205, 0.060361965667594414, 0.23512035826932037, -0.09304597308911201, 0.35685918545192336, 0.16009878361082022, 0.13717233361122533, -0.0778698332895577, 0.33110771214699714, -0.22782138745233485, -0.20504917384843002, -0.541911328466037, -0.5719247646211083, -0.5107525227838341, -0.06852510893475397, -0.04232057293226193, 0.16495565615707064, -0.12324845275791677, 0.05966957405859592, -0.4184691682648423, -0.20319241952171962, 0.02252218337355112, 0.018851267149815693, 0.03882728858440603, 0.0038806256860277073, -0.3426579430496979, -0.3105029860976744, 0.13987620341166354, 0.015413433020724615, 0.1752301775828803, 0.027080466646199727, -0.13928944959300826, -0.7788335460781814, -0.11378431771696884, -0.01857991465111003, 0.09133240243680302, 0.030383888455992096], [-0.007641562488272219, -0.19064855835596356, 0.1444298570810028, -0.0349943750258095, -0.13889538501014, -0.22295385004580076, -0.10001769946810755, 0.42590516910534393, -0.2075626631866538, 0.05756842593924216, -0.13420609072466788, 0.05679130465868975, 0.0804915527411666, 0.030713433047701574, -0.26056388125090596, 0.012454528631297866, 0.06525829442315714, 0.541989664354524, -0.11133528675266224, 0.3036794224333133, -0.011195163100613019, 0.2079915230062251, 0.008764628133288838, -0.016900444878368656, 0.165692256202563, -0.37413604903740655, 0.02865996469119568, -0.0538617060191523, -0.15678553620403451, 0.030337802723429765, -0.16297072166198584, 0.024308765259338352, -0.17088938233493609, -0.19753872299475528, 0.18443787276258916, 0.16141391484258144, 0.024382854749406845, -0.08654152910354639, 0.18021998588990099, 0.004671913427968851, 0.4427767677658879, 0.11912334698787758, 0.20855476759410974, -0.24442208574076463, 0.19551130927838503, -0.23858981486252526, -0.1087272872229197, -0.29274013604428517, 0.21121421980214988, 0.0677327243806557, -0.04747952029517709, 0.15660295275130176, 0.14268530233415846, 0.1854766783436243, 0.2648387494183796], [-0.177214629901341, 0.0027393213349975257, 0.08642100143580492, 0.0055582235816060005, -0.17324750039035575, 0.36417348477046185, 0.27684347183322877, -0.42709769037548745, -0.22272961110051087, -0.09177016332490649, -0.013671320569055234, -0.04133880884368585, -0.4065674343917649, 0.10509898210320831, 0.10094215476778615, 0.17512624796868212, -0.1382304988193564, -0.12070552778729936, 0.012905543727111547, -0.05539846384735213, -0.4831698047130294, 0.14768496140965168, -0.27144512093245987, -0.07488696149258976, 0.5927160995229288, -0.0389963692928687, -0.26100193604419, -0.3244717745097062, 0.012939094888215402, 0.016929646812618146, -0.057359029659210824, -0.1142746341717238, 0.17120936462274408, 0.31071901873912877, 0.08230350841224884, 0.029288117219180558, 0.2006036572964808, -0.09536255650626393, -0.30772744995375384, 0.42833861111234267, -0.24087989096947976, -0.4331747270486263, -0.0663141093765407, 0.25147587170878466, 0.0895960966837943, -0.22415294373186684, -0.33055591162579767, -0.14404201612375672, 0.05972603301519029, 0.0040921513150888045, -0.36225404328753513, -0.3372137343181354, 0.05773807245313461, 0.334146847438988, 0.12779509494197408]], "b": [0.0626213605715208, 0.09714642070458365, 0.22688360279529152, 0.11815577608888397, 0.20098822020091767, 0.16189669018956176, -0.39876983764879687, -0.16074729496728196, -0.30300922738434766, 0.21892453715058433, -0.36211347994692283, 0.4263728393264656, 0.13477917354855365, 0.2003649662147673, -0.03896425303026822, -0.24777692177657545]}, {"W": [[0.3207126526637256, 0.2935683975169279, 0.7657437341567919, -0.19385459914988695, -0.04549379286973892, -0.2753539034646837, 0.057282900790443, 0.07800158386829227, 0.08856855140588601, -0.38035500728823485, 0.27723249196505934, -0.1637928960117639, 0.1578972765384023, -0.15435058441859684, -0.3316789585652046, 0.08896127044035562], [-0.18666724334747037, 0.28414006969097366, 0.10824006594561453, -0.2662153674303247, -0.008866722721770762, 0.19030478837440495, -0.32080290192787103, -0.19212079816231076, -0.2818071805839573, -0.054476360671382035, 0.39591388413288786, 0.04972645215400816, 0.1459865486203058, -0.06420962155516274, -0.00048481302449963556, 0.30677822844169284], [-0.15678537157609665, -0.22164137812991416, -0.5539704934832307, 0.1665741665156093, -0.15096869150172085, 0.1268819541935711, -0.17037354097044968, -0.2760253791848108, 0.12430266422184322, 0.21926616336607707, 0.05030120346940428, -0.07800667692086169, 0.12154806579008684, 0.010173494757082121, -0.13048207703964665, -0.45389115672620906], [0.030236975944176788, 0.21204322585564833, -0.056456023048503105, -0.33753294772462183, -0.013635033341332314, 0.2846357317589888, -0.06976261205422833, -0.49314959931052677, 0.2605578386916388, 0.08139461664289908, 0.15219892417015313, 0.18336337882504522, -0.14314001382073138, 0.26581455157491946, 0.09731272485823161, -0.21080620250207313], [0.1602590646188927, -0.22903707829052816, -0.4866325010498041, -0.05823952902554752, -0.19772996356818953, 0.07879594778924645, 0.08378911857296992, 0.09721243775561028, -0.04591334513443655, -0.390043404430315, 0.12825989865071852, -0.13428859519762842, -0.3293723268003025, -0.04144183103603387, 0.045993687692866596, 0.18674201099473892], [0.1057898737956677, 0.001327989043170677, -0.25080598965485246, 0.15749978757148145, 0.06518864445136015, 0.0412940044071462, 0.2951718331165095, -0.09088847354807447, 0.21310289998817034, 0.2612256522648383, 0.1804600877575591, -0.22085568468431804, 0.05559350747793998, 0.25225611991827956, 0.2500413620434294, -0.12114214943914223], [-0.056906254156171315, 0.3694832780674529, -0.27698606531299574, 0.19030250416560382, 0.46938058488869366, 0.3298263798582193, 0.056928756528515735, -0.0671117074212615, 0.3020127983426405, -0.15085327225398806, 0.18418225149815154, -0.4082776922084196, -0.11517081055918402, -0.05615021081777807, -0.29301124220093683, 0.29325073208715574], [-0.0066222153191885305, 0.14506186573816077, -0.3894007949069124, -0.26667341867177685, -0.40239166544854765, -0.011737853428392642, 0.006633233010784417, 0.112783464428931, 0.0813577596486168, 0.08542963088186356, 0.15893059571251802, -0.2022904262664804, 0.14551898674017721, -0.21569210883171352, 0.09441056361364325, 0.20186441543829264]], "b": [0.3887307599500283, -0.2168434486709701, -0.36835092458342056, 0.32067959532593165, -0.05021159547886758, 0.1312622800884377, 0.048629525144590735, -0.2732458491219126]}, {"W": [[-0.18033697161575812, 0.14248325804567719, 0.03751743478723239, 0.14835384303957555, 0.406998721660797, 0.05015358076843779, 0.12915096947299565, 0.5076085810399085]], "b": [-0.31414684305246104]}], "training": {"phase1": {"device": "mps", "arch": [55, 16, 8, 1], "epochs_run": 35, "best_val_mse": 0.2680809497833252, "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": 1212, "regime_filter": "bull", "created": "2026-06-25T01:21:40+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": -1.2359390105808337, "fold_calmars": [3.9741750819109587, 0.0, 1.8263920902916628, 7.790329537209761, 0.8693663756567279, 0.0], "fold_mean_calmar": 2.4100438475115182, "fold_min_calmar": 0.0, "robust_diagnostics": {"valid_folds": 4, "drawdown_penalty": 0.0, "pnl_dd_penalty": 0.3333333333333333, "trade_penalty": 0.19999999999999998, "negative_fold_penalty": 0.3333333333333333, "fragility_penalty": 0.034, "fragile_0_05": 0, "fragile_1_0": 17, "trade_target": 15, "base_fold_score": 1.6870306932580628}}, "recommended_thresholds": {"i_long_entry_activation_threshold": 40.66986213387024, "i_long_exit_activation_threshold": 72.4976699779993, "i_long_exit_activation_confirmation_threshold": -119.51369501347682, "i_trailing_stop_threshold": 0.0, "i_use_long_exit_confirmation": 1.0, "i_use_long_entry_confirmation": false}}}