{"version": 1, "asset": "COINBASE_BTCUSD", "timeframe": "6H", "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": [[-0.46738327074006797, -0.1906078566890177, -0.11972594543064051, -0.0658384505397051, 0.07593561469707459, 0.1790389143731129, -0.2518860128287705, -0.09037730119084014, -0.011097976276446962, 0.3558536380012088, 0.15771743305249686, 0.05008836436629022, -0.05910472932115027, -0.10185639796652049, 0.0921046289842389, 0.17914390015487777, 0.2735768570598734, 0.4033891725195884, 0.19565645945822502, -0.20124573258411918, 0.0876945393312712, -0.014814211776440295, 0.23232152459750918, 0.15398221199029824, -0.14613237623227404, 0.0038620535253573868, -0.05541449070752682, -0.21691102507381305, 0.31289071481208824, -0.267906672182524, 0.14151231687130625, 0.18250588928785483, -0.10989950846303126, -0.10846621186733346, 0.11359003933892595, -0.0007107816052400184, -0.03882011603136003, 0.06878266700601439, 0.03862896261136324, 0.18049890312355132, -0.040736367625453296, -0.24419993316943953, 0.5666875850502855, -0.1812263672373742, -0.25588154826526244, 0.015279785644257311, -0.1302181196590681, -0.12351582864912916, -0.09941059026204353, 0.2735598668116659, 0.05871970489519434, -0.08029891661513978, 0.0015991135918470342, 0.04097872399347249, 0.11379899032351462], [0.07073669265910168, -0.23384143622192438, 0.24166027886859526, 0.2005674510901001, -0.09954362240078354, 0.2197104861360618, 0.19896997095091953, -0.20370216635082897, -0.211137393255611, 0.012717182589900474, -0.0198660920021033, 0.2114345603511024, 0.11172344533042539, 0.1916171881037394, 0.33302291548458623, -0.09345233647651413, 0.33709636926440617, -0.07042355146605302, -0.3541649328834513, -0.17654699189190726, 0.09306829992932508, -0.35996335990144473, 0.09095261527268086, 0.2683950176788716, -0.19516436979198498, 0.1639168572539579, -0.027059034593806916, 0.1366179918604048, 0.024459024779767392, -0.006414396122989743, -0.14254557501194867, -0.36268085418586893, -0.04669051717572585, -0.05051053290195805, 0.11294793298652839, 0.2252489576945961, 0.1041402526624883, 0.22704092672691573, 0.044577503052842735, -0.005920048177912869, -0.03626652889222894, -0.13778166829797137, 0.4601191080788128, 0.06450954469603541, -0.19873684628189126, -0.055842691328433405, -0.15229619052133947, -0.396300788473061, 0.08236720480396709, 0.00910869690567643, 0.15688679566241787, -0.08223379739186287, 0.22110461611433094, -0.2167809339720067, 0.016582805910154264], [0.013430253969425078, -0.020466102641155406, 0.01970518801692764, -0.08099623918300436, -0.1397073485834624, 0.051720756333210605, -0.08882362956288084, 0.0805967460545915, -0.287203504024334, -0.09485588819933796, 0.06433836410423677, 0.0714973045492732, -0.030701959709297857, 0.03695616785456102, -0.2551394200905849, -0.23042577590213578, 0.022070507418628302, -0.35128340252962054, -0.0372795096495009, -0.22522504036343918, 0.10726158591868101, 0.023764918590756804, -0.03107471988561458, -0.02591049188900645, 0.09223621442302847, -0.2858378243307158, 0.016051187440596602, 0.010792488619559181, -0.24850903040076522, 0.05087751822965148, 0.11543488258849982, 0.028365480667642388, -0.1253023407725842, 0.22403059478846332, -0.5338413185386247, 0.12404341508186374, -0.07458115182816874, 0.25248258106788407, -0.08401483585147572, -0.1935075599037797, 0.07154921869416025, 0.01953406293282453, -0.17396708003227648, 0.16214757328334733, 0.17803970613398218, -0.29178287094670363, -0.126781533849932, -0.11970168441270199, 0.0778018411817252, -0.04704783110850125, 0.08533993064627457, -0.21997726609598128, 0.05256401011836481, 0.3439419201974835, -0.6033059336977428], [-0.24485436974670127, -0.09971617704231434, -0.00882733217620885, 0.13599732149553292, 0.48445098602573305, 0.06557107319048572, -0.01660471690545626, -0.03318247378199253, -0.27913859865238533, -0.40997888996625315, 0.1717391696728299, -0.16252977671547328, -0.049296798657260485, 0.2184648461142393, 0.24807059476522594, -0.29013266546688843, -0.10434921204481253, -0.11212274462143529, 0.03148420097047912, 0.16417868410553416, -0.24091265718319962, 0.40089952793508976, 0.27969796778338946, -0.13183423725904397, 0.12355461463890766, -0.06384347996827924, -0.09547173010151341, -0.1231832572021505, 0.1048710337095571, -0.037945266918751476, 0.08624528535785893, 0.27106684472997117, 0.20683637448293302, -0.24929725024819363, 0.02763715534403033, -0.1533984550915131, 0.10610170465674683, 0.12115984040219156, 0.19949401215490162, -0.2164777497515168, -0.08241533072216196, 0.017849244045621226, 0.027425874319699527, -0.32772805200264343, -0.1150200020966858, 0.05953892804055042, 0.03304529701114213, 0.30055204478846576, -0.22040380798392342, 0.07835970260134142, 0.559149149473351, 0.33334026268486455, 0.2078007727437485, 0.346855418320764, -0.08721120069139739], [0.012322502842333605, 0.16844922456088174, -0.18400542919946505, 0.16398144340320553, -0.08685400968061427, 0.411666309758206, -0.4015397822913228, -0.062131988021783435, -0.5496388806842315, -0.25700618815571097, 0.20403122938887105, 0.13143056597824673, 0.2171392154478785, 0.05897440271631825, -0.22497946424195817, -0.020061936158732363, 0.23798992675711955, 0.28835569865439525, 0.28073693670044914, -0.313047372893153, -0.08424452364529465, -0.23361710352012263, 0.18857496554761424, 0.03870799079084454, 0.02988546256755828, -0.33294399627133126, 0.20581572391741815, 0.24007298895268403, -0.16226977642624374, -0.05147782656368437, -0.27127850276516013, -0.10444376763367262, -0.2397729951225329, 0.004128907096486136, -0.22400559899724828, 0.45362692547653727, -0.025183585279341156, -0.45310459505564, 0.08116330164608027, 0.09895957186649178, -0.33657589907396573, -0.21128338816213543, 0.09623509693010752, 0.0633685496668693, 0.10062153175169718, -0.2082755879242779, 0.21473414822424813, 0.04458237906268049, 0.33881915800095547, 0.300990893841237, -0.250266539989869, -0.06272506108580236, -0.056722214502655174, -0.23337496448764544, 0.37318477302023934], [-0.006103228808070312, 0.14661921638438338, -0.014460183854635262, 0.08067720926131733, 0.04660158125277376, 0.5111679274074122, 0.03459921838509392, -0.24223025168888465, -0.0610601593222628, 0.04717087105120434, -0.25066027056926987, -0.08068120990918867, 0.002624405802489828, 0.1142760258451318, -0.14463107433531797, -0.04379200637713334, -0.07950590943559846, 0.014096828055779425, -0.10415252678013806, 0.10368200524796192, -0.354700934194082, -0.460777867038138, -0.07691470958441074, -0.05851420812977137, 0.07607156565030872, -0.29897902162378764, 0.2414099002831177, -0.03696302785638969, 0.0264166264421734, 0.03484880818892301, 0.019542070389984442, 0.29495888649509316, -0.07338519120314915, -0.294501658302312, -0.2586668823202538, -0.333460457137168, -0.12018810767063652, -0.00014565967551882428, -0.20596070873502959, -0.27962072783281305, -0.43116283595289046, 0.05755143568473513, -0.20127965878799425, 0.3157617427952191, -0.036778420107794654, -0.3410815643507248, 0.07396188459608229, 0.1302730492370179, 0.02319467194944996, -0.14541371685626114, 0.01591797653083267, -0.03856838153349891, 0.08906170831918175, 0.04372116022650508, 0.03729038172701771], [0.14424528078371077, 0.30492521497720226, 0.09544013004255318, 0.03025097507275283, 0.07482518237845512, 0.21183916720088272, -0.199736287152864, -0.24251130632586043, -0.1372756602752153, -0.013071812765392599, -0.2077106754491565, -0.04425177321116172, -0.3199926109115272, -0.35820475229853077, -0.11197433264920634, 0.1274174807233112, -0.12918451808930864, -0.03373772242873944, -0.0051009066809228915, -0.2855715253813043, 0.0878433637671864, 0.3731918356016245, 0.3981905649055384, -0.14098499188805738, -0.2317459406480243, -0.05863424208621787, 0.2978447696666018, 0.168191865316487, 0.31379304532915014, -0.12169247340364055, -0.07502684615160578, -0.0007970713251654951, -0.23454731699036774, 0.08892205065392954, -0.27749024572830405, 0.08213792505452658, -0.6394286996070636, -0.15255633693979564, -0.017810227285301242, -0.08958727188900517, -0.029801976186677195, 0.04248442002080078, 0.17510607007817505, -0.3488173322995642, -0.2533069692968069, -0.4591986581604624, -0.07915851427730038, -0.11056857374703105, -0.29998404902767306, -0.07745345417115249, 0.6292522143578353, -0.09685876784354526, -0.13895227853211503, 0.11145590734393089, -0.003717014331950444], [0.08943435084194207, 0.06599604205967677, 0.06317247736586085, -0.2501770727301594, 0.32308103445978437, 0.018204742049880523, -0.1447608264488922, -0.044187071114897655, 0.2930419573194853, -0.04237878788374813, -0.23484583098587736, -0.24611284467325217, 0.2082558755255536, 0.1514889579499341, 0.10205850172399591, 0.05602860374697882, 0.04025134622223735, -0.08516795380876012, 0.30566133201328793, -0.041044095057353805, -0.006119281091809696, 0.5678191344617292, -0.18972886688669569, -0.013107747513531224, -0.08968200604657134, 0.05822652609162371, 0.11665434927277957, -0.0610474417677648, -0.06967079019387028, 0.20304814180250855, -0.04836530225490161, 0.11779155838094253, 0.3826485217977728, -0.1242683170256518, 0.28616747782405616, -0.15700128042351003, -0.36999193563104926, -0.365177951371647, 0.16363532763242072, -0.11198613643348945, 0.1652731342963687, 0.23197931675420008, -0.13531854065903776, 0.15519096325027626, -0.1611727598677465, -0.25225735194337184, -0.04006421368782182, -0.09534526345575058, -0.0961366296915787, -0.20463671124088714, 0.012061751434998932, -0.0670694156206183, -0.1439216773658237, 0.04733976569610976, 0.17305509513687234], [0.01318294340288637, -0.07350538288907177, -0.033127353366682405, 0.0477071577182245, -0.3375777092331136, 0.29786601865363815, -0.2821686279337135, 0.10085166666178243, -0.03799261928309505, -0.29613501970065015, 0.21859371481125323, 0.34421618643343843, -0.16945204563618757, 0.27318427040439, -0.20443299037760607, -0.5369678880248997, -0.3595525014663278, 0.016682476666405224, 0.04919715810016541, 0.493090003274282, -0.13274716870747028, 0.1390426071109525, 0.31805592507573127, -0.3228249999933314, -0.1520021694209925, 0.1548151070497807, 0.15734674492366366, -0.12980856878903138, 0.19662385280942268, -0.4223474448962105, -0.04430751753766445, -0.4647549735653783, -0.009736785092644792, 0.04383826218551355, -0.33600801563322524, -0.4271023205512066, -0.0428385769641255, 0.16911361856331125, 0.08547816377050176, -0.4298608304276633, 0.09891647090549174, 0.04714089954038357, -0.1525319131490204, 0.06527789638822509, -0.02585929801829836, 0.09215384084794391, 0.25260156383482313, -0.1554940540400026, 0.10392160337930068, 0.4301445019577989, -0.16529411654818962, 0.19018326823682094, 0.10312663234182072, 0.1292306932410517, -0.18633917913479775], [0.2760419421521065, 0.0073182787419647545, 0.19774376971821198, -0.29665518588429846, 0.41601686981351854, -0.10623265558843362, 0.3525013059029835, -0.3812280755766664, 0.08814979208759295, 0.11154566235439252, -0.09695555812085066, 0.17110797850678391, 0.10099683794317747, -0.2707551855422131, 0.2199379014508678, -0.2603832692918079, 0.0830650389572281, 0.16263939426249552, -0.18295342260519978, 0.12333232888100629, -0.11143113203358639, 0.16749361010136046, 0.49221567713195474, -0.08081079243565324, -0.15889783874839722, -0.13143782854084177, -0.09004881848818637, -0.01527124836523986, 0.10502374726189825, -0.35828391433633855, 0.35273980730818605, -0.1874674027561677, -0.2282356877329602, 0.23406386716753722, 0.31023074134339607, -0.21424751038557358, 0.28143929786494415, 0.00418605594736568, 0.10290265485112574, 0.13357169649005213, 0.027402550563936305, 0.3513471387199906, 0.10990325543090904, 0.054679601252660456, -0.10774422835024862, -0.11183133005229787, 0.1594597432840099, -0.25447869419856556, -0.17534968800394907, 0.1336700105398254, 0.012304270458497305, -0.011343617168729716, 0.05181643481137389, -0.21454150694812768, -0.09316911759805895], [0.25933256075743705, 0.08500208204765855, 0.2120091462441046, 0.09438180657431047, -0.14371366593891652, -0.03946987956026742, -0.16390526749971748, 0.009377116922093285, -0.2011893816837244, 0.151208337116315, 0.15990648969741728, -0.06797534868416491, 0.10198809985983699, -0.009948010749281103, -0.01085790606994478, -0.3673697633925051, -0.09976779949120355, 0.2924863879140097, -0.22689644711999052, 0.21747999558577052, -0.3761913419170737, 0.10275381101308789, -0.09084750276122719, 0.06269417762359389, -0.2814618770041306, -0.15438370949971064, -0.029263380776349813, -0.10194444319193217, 0.21626488245104153, 0.4083281582332221, 0.17921241183339878, -0.08367439646918767, -0.04703459805542131, -0.06234287593155359, 0.25188888131051623, -0.2880589245734113, -0.011829017622417174, -0.011597990247429898, 0.075104262452621, -0.26115209809564016, -0.16757314474412316, 0.22396998436916474, -0.357518146578323, -0.07841528289334929, -0.13748066516916085, 0.0630299899146971, 0.17309132519894296, -0.03609826911401068, -0.2802291108701691, 0.10923517718498418, 0.20722538592714937, 0.324205436450178, 0.10097753192439352, -0.014459915492733833, -0.0441057477626645], [0.020620497281067872, -0.06690290570166271, 0.1009164578106598, -0.06578560902176676, -0.048996868444814955, 0.13519444277898268, -0.2731743598356491, -0.3088836809241224, -0.007320283150133472, -0.16601653908564867, -0.36463315405064134, -0.23263863208018792, 0.1670267949454098, -0.35345240180873155, 0.08872882297412393, -0.13409998926171648, -0.21480034538248532, -0.12808426205805312, 0.2918434285358981, 0.159461886674976, -0.0035417122579197713, 0.39944836625428626, 0.43463497384044447, 0.02226786256641556, -0.18012169278251383, -0.02571558732079187, 0.21072413066855955, 0.03408668578935149, -0.38139322397775377, -0.22915446747964982, -0.09509387117012791, -0.07597566305306819, -0.20841963774357614, 0.07447973041592637, -0.1430860200662576, 0.4915248615460327, -0.014098470035759758, -0.28219035147864785, 0.08845091696713864, 0.27507752122213147, -0.02753849193165465, 0.27118182883943565, 0.0778302987714108, 0.2431281187822364, 0.089337654242491, 0.14946739062174347, -0.06922885289436607, 0.2071654941509363, -0.36284873459668276, 0.09065090909579786, 0.026342411593250993, 0.33032255551758216, 0.18834241411362798, -0.4161742140508911, 0.028512436905526087], [0.13188627362762095, -0.07934410600376714, 0.300052647811037, -0.07863780971553494, -0.04604497699238796, 0.3746210918371723, 0.08382671092984456, 0.34685337696589, 0.3896862730135015, 0.0037772587600185207, -0.007884150886954933, 0.28180073583270304, -0.10319787382389253, 0.10590106192694544, 0.03534938130826851, 0.16796145973811838, -0.1966035170578959, 0.0019943100153860856, -0.16185344701527868, 0.022324575475136728, -0.417165608754688, -0.30977975886089804, 0.3816440019278799, -0.17108886812718374, -0.21350832545274917, -0.02637781692559303, -0.016349443776449597, 0.003731059884892779, -0.3965662527397183, 0.1228790704669289, -0.5081171350936635, 0.06999806153160928, 0.46484276198399055, 0.44168380777816996, -0.12414199535070317, -0.2486142143763244, -0.14252364899720882, 0.09172524387315259, -0.015764509269078023, -0.46659689629452983, 0.1444121602357012, 0.12410107646444213, -0.08404069939192124, -0.2660656213685666, -0.0333149517312861, 0.21454513459337182, -0.1570194833384965, 0.002710468759494017, 0.13980016797212633, 0.01630154783136526, -0.2502294671599279, -0.004746151629642695, 0.02823221764181289, -0.12635017527665304, -0.012769018674169269], [0.1997851010368634, 0.2714043544240507, -0.13740961738346452, -0.37664151413603464, 0.285902070170029, 0.18251521224573009, -0.0311502578252947, 0.15874666916119118, 0.4390533513681955, -0.3345617121978311, -0.03320495577444832, -0.07731789193574187, -0.08067981254505992, -0.0447989800921067, 0.12595780859779143, 0.08757318547080965, -0.2519334824702129, -0.38870078912718603, -0.23057862327444306, 0.2183769801181463, -0.03029038609962811, 0.13647239434624817, -0.07900340766226643, -0.07288355705922904, -0.1536003311163152, 0.4103039708966735, 0.29366682303324537, -0.1286097649940474, 0.13994339141135698, 0.049342271094044154, 0.15766522611467676, -0.11701829021068068, 0.2246979474889843, -0.17895491337597444, -0.2284357056278425, -0.2598043528489979, 0.024777643202646724, -0.3397381811390256, 0.12521382363128947, -0.30552654513692845, -0.010645072217631106, 0.06037404923836463, -0.10729750786610134, -0.03489887428116126, -0.3532822682317024, 0.06757862830110124, 0.010647260224715705, -0.37593928035395274, -0.20905096607870177, -0.1847695781353824, 0.2815407262104396, 0.09898804397435512, 0.09863022101939062, 0.009408335068562236, -0.009134454258154234], [-0.24720052297420478, 0.5620314824725976, 0.10461083960892306, 0.09035788243755943, 0.4285367770351282, 0.08584316372977159, -0.2536145790043036, -0.06032948466280298, 0.4678136351683384, 0.05279796703842764, 0.31097198014069866, -0.5391718001638465, 0.050314596118995907, -0.10237158176016331, -0.042862717601461445, -0.176591436387, -0.33661688370716536, 0.30047650867377573, 0.09250825322375093, 0.24100049529299472, -0.08507837033753839, -0.18583201456322707, -0.4061375317227071, -0.08204038258760314, -0.010372844873893807, 0.25201145316879675, 0.06621074982920148, -0.0331738714679002, 0.13475228884046736, 0.11364130882566674, -0.30021307433400757, -0.0622980232798458, 0.19489669171480395, -0.1164535403493911, 0.04935354993428667, -0.14963772823746543, -0.03263274258064827, 0.22062322520511884, 0.08376348011204371, -0.34595567494850726, 0.22617111887139404, 0.11674292238477398, 0.3466162441217476, -0.40698264904407383, 0.06294844747497122, -0.12659668246573086, 0.27080857369336847, -0.13861699864273877, 0.36371955782285087, 0.3724076357745152, -0.064902523977659, -0.3720827000638146, -0.1263000441174503, -0.0545975534957934, 0.007833438992856852], [-0.008082124556492789, 0.11893881497213499, 0.1850744212496307, 0.3517758143134256, -0.12429748962436082, 0.02348028080856437, 0.1095995839610947, -0.32368755021536116, -0.19975137808161464, -0.019232910074591904, 0.5407680019473, -0.2696691220141514, -0.030849499063965665, 0.3065912714250703, 0.289149810839852, -0.03451991618897557, -0.007693297022548132, 0.1449265667589642, 0.027584973428416846, -0.3208333244825952, 0.021234418039031196, 0.050576720732064886, 0.1665510198748148, -0.014768546551145163, 0.18017831078854157, -0.011835324138363277, -0.32261666086539986, -0.1439578886662804, -0.24991006912360736, -0.01961976406040984, -0.021525883219760913, -0.02627922554254512, -0.08586750918152868, 0.08703131718768407, -0.268784410585039, -0.19098434883166696, -0.15403706659096225, 0.3353059152130285, -0.005611103658836677, -0.15248666478832293, 0.22335483134390746, 0.07317347327100984, 0.04704813402518482, -0.15361077055815142, -0.062473225648413705, 0.1495099109061892, -0.005805844586960178, -0.1922347911602763, 0.146882912764545, 0.35887047169498826, 0.06328477541215448, -0.06376863175451167, 0.45458022978022045, -0.14166964354820152, -0.25579246840288583]], "b": [0.06978700560786642, -0.4113378203602582, -0.08096287693910648, 0.2771269700800566, 0.13403444622842575, 0.11556717994894217, -0.16493811728947105, 0.036144655416363115, -0.0014129575439532846, -0.376588398701844, 0.05535214868916974, -0.3477881501423069, 0.13138907045159495, -0.05138595582145236, -0.1684928098531256, 0.11908123582188666]}, {"W": [[-0.10830485487482602, 0.06993641208750351, 0.18383722136195324, 0.15939486613415374, 0.0037077668534899327, 0.0879384210662484, -0.27606417463525185, -0.33208070499829445, -0.10508311219905103, 0.17351199050797378, 0.3274010336882458, -0.12139775263888203, 0.15172861826067174, 0.14656126552115517, -0.2779088394343543, -0.15555308487507094], [-0.14842551334339288, 0.19866397986828266, 0.46479090272174906, -0.19455171362534948, 0.6291942826420741, 0.5561264884113661, -0.240822001374911, -0.11419547103993927, -0.2423015135815128, -0.113888226953711, -0.111812556529397, -0.564100412675774, 0.14798086731670096, 0.01606211649663786, -0.26015167662492406, -0.016720581417048637], [0.06318298624741325, 0.17488322938137504, -0.3941918402894473, -0.13593590749071488, -0.35854398118481334, 0.041567780023787346, -0.0901771728132235, 0.4029280681452607, 0.3866434929703527, -0.12282696223340418, 0.29696876727243, -0.024179321453026613, -0.15441313916447888, -0.061791788427327334, -0.01735516708785141, 0.11138518537124008], [0.46573038681723244, 0.04142725204934169, -0.09966502863893605, 0.12459448223836253, 0.4465216184881301, 0.04259484244977553, -0.11968737891995194, -0.24700808527599513, -0.28672846989289774, 0.11656489125268354, 0.4894784872813078, -0.5743547327192942, -0.21446483475440103, -0.3030331756425214, 0.016948520076507274, -0.11505744727230363], [0.15068286363345262, -0.47718914953033625, 0.19801391592822887, -0.11382375222335117, 0.6439114646862866, -0.051370984680875795, -0.18748162652811368, -0.22566703766551036, -0.07921539070750103, -0.16619916448406885, -0.21999057297702962, 0.21548689999295356, -0.38795697819918284, -0.20278614896816238, -0.26886711177419576, 0.21164877668985477], [0.06450090094571624, -0.16394965517960242, 0.25866968310963345, 0.2765949241254209, 0.3517665109857079, 0.13887159779775504, -0.16104240173635626, 0.5869090035722659, -0.09433117117531611, 0.07460833677426315, -0.2767935522906404, 0.04630141240875822, -0.5812057812607117, -0.26321092244538935, -0.2017835563558777, -0.2671670381512029], [-0.18164165760394052, -0.5264688738890574, -0.13220877168238437, 0.014663347427983822, -0.2342104901968084, -0.350120646439705, -0.2109274230369138, -0.10212868387264477, 0.3058958036624923, -0.3312378188467521, 0.43905154315059847, 0.2611604455090028, -0.2852889963205369, -0.21951564208945157, -0.18668960254625871, 0.19675514947057257], [-0.06836508879440398, -0.2883246671612458, 0.19414294095894347, 0.2982393348270013, 0.19487630901776162, 0.1190046047722092, 0.0652127280872074, -0.0031167420369857535, -0.16388821064226128, -0.03388348815356081, -0.0376387433169285, 0.2793900137326285, 0.08396582470047706, -0.15639414010755687, -0.20195121262105425, -0.14075054122558778]], "b": [-0.09864436372936468, -0.283743800718775, -0.0416419065875068, -0.2679243877064639, 0.3456427957848546, 0.16274135365431316, 0.22770126686903952, -0.11023168222144206]}, {"W": [[0.15138144147393243, -0.160034331320218, 0.41465119833687397, 0.0015623267810450508, -0.6911484418869006, -0.128813126561462, 0.2035459608967843, 0.17661827927713566]], "b": [-0.26914125479478596]}], "training": {"phase1": {"device": "mps", "arch": [55, 16, 8, 1], "epochs_run": 25, "best_val_mse": 0.23513059318065643, "train_bars": 5819, "val_bars": 480, "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, 360.csv", "data_sha256": "c41f1a8430046f1b21006b5a30c941822246c844bf03d0674244f2c2a01f392d", "train_window": ["2015-01-08", "2026-02-28"], "seed": 4949, "regime_filter": "bull", "created": "2026-06-25T16:36:00+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": -0.6090693144389963, "fold_calmars": [2.2548544424368107, 0.289697843751125, 4.1374284868184, 0.44353062941306837, 0.15148207931316435, 0.0], "fold_mean_calmar": 1.212832246955428, "fold_min_calmar": 0.0, "robust_diagnostics": {"valid_folds": 5, "drawdown_penalty": 0.0, "pnl_dd_penalty": 0.16666666666666666, "trade_penalty": 0.08888888888888889, "negative_fold_penalty": 0.16666666666666666, "fragility_penalty": 0.034, "fragile_0_05": 0, "fragile_1_0": 17, "trade_target": 15, "base_fold_score": 0.8489825728687995}}, "recommended_thresholds": {"i_long_entry_activation_threshold": 5.334032348368038, "i_long_exit_activation_threshold": 125.4475121303821, "i_long_exit_activation_confirmation_threshold": -45.47038809838499, "i_trailing_stop_threshold": 0.0, "i_use_long_exit_confirmation": 1.0, "i_use_long_entry_confirmation": false}}}