{"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", "qqq_spy_roc_sign", "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", "fear_greed_norm", "btc_gold_norm", "rsi_subtf_norm", "bb_pct_b_norm", "cvd_norm", "rvol_norm", "active1y_norm", "hr_norm", "sopr_norm"], "layers": [{"W": [[-0.06231794708716054, 0.09442549608733028, -0.19120647068815824, -0.2620989349350732, 0.25086331109076315, -0.1931265302478346, -0.4894208691253684, 0.15043949284260325, 0.4310197881648486, -0.3598438251318478, -0.1968880221968013, 0.0006608707924473205, 0.011427298867205362, 0.24408563837163622, -0.3747020253092524, -0.24289959484061405, 0.29651002016315703, -0.07724484684806776, -0.24367682523000642, 0.14798660707797737, 0.11148127763813961, 0.394071646148597, 0.19145333317295868, -0.17823841268995758, -0.12578569331495537, -0.058439418397351256, -0.46295224242657, 0.03512420769049346, 0.31687110242389843, -0.04915518571869338, 0.18541296988335138, 0.1796630797644696, -0.23248500431099428, -0.04875318492397954, -0.15806141820317418, 0.1550420098189157, 0.024597227499379013, -0.1737710043271119, 0.023431099474031332, -0.1616983760764586, 0.11404440086685318, -0.23343356592946551, 0.3401921677356236, -0.0543922412644312, -0.1568754229229317, 0.132818050364503, 0.45339295097630755, -0.07111607664920952, 0.17512738858616606, -0.21735322272767754, -0.016188050160314205, -0.1131328717318921, 0.6407136781349808, -0.09346994247112472, -0.0004107459949501662], [-0.1744383237547816, 0.14011086473532286, 0.43810061918030113, 0.04699784909029018, -0.320981769381386, -0.20253412464846754, 0.060387990708115104, -0.10112895812729686, 0.030296984015649127, -0.27083531401300176, 0.19624615002838983, 0.052112696054005564, 0.32251624616088964, -0.2621189154115279, -0.036025398170015765, 0.10425875737100046, 0.003178810172220419, -0.30115304854781955, 0.04977648309132945, -0.25188401328600274, 0.6556286556503621, -0.09648435620550497, 0.553608977258597, -0.3227764801457257, -0.2728551059955077, -0.5306218351281752, 0.19147641105279167, 0.057550821913279857, 0.14877816190574053, -0.6267535378296016, 0.3310133160211752, 0.320289999997757, 0.1675948754903126, 0.24744748512256676, 0.17715408641275854, 0.4478960303286517, -0.12245990065162482, 0.243801180984432, -0.2968566990734181, 0.5423524701917193, 0.014667386383372776, -0.16603640070624875, -0.23050996650566116, 0.12451706157597339, 0.1568820790091336, -0.1983028299995755, -0.18918824246693458, 0.20649700612043537, 0.2968327372556766, -0.38498735567467224, 0.13402248498742755, 0.3598765343221739, -0.34827045064403367, -0.25619726291357214, -0.12142799754184416], [-0.1846916329577654, -0.09093748867571333, -0.4168403737341171, -0.10286520724885574, -0.10133736659208137, 0.2130010374034771, 0.16947321487981742, -0.5474749413049453, 0.14228470782891323, 0.2370429550253223, 0.100075028628241, 0.0757084850327607, 0.3775679463910937, 0.11166690723693135, 0.25262202703154796, 0.24706843392416383, -0.28195027849998705, -0.10262059784086416, 0.06634227116312595, 0.10559618679530652, -0.021708786204968016, 0.007758430531914183, 0.1282337420551277, 0.3324018537628975, 0.22266230621489164, -0.01584936349989902, -0.31608541016974434, -0.1789976076121983, -0.3378715543676152, 0.19776057657993837, -0.2707696639886953, 0.25171203909681694, 0.004459540578385518, 0.013001437460431593, -0.17218323111032258, 0.20206222423504458, 0.028148744487347697, 0.04874415863484645, -0.06485551973672335, -0.039037111659642465, -0.1462706479245097, 0.425249043312402, 0.15028487426558892, 0.20112995362576705, 0.15333760234326999, 0.3580632661833927, 0.3569238574852461, -0.15916546170630858, 0.09768247547869946, -0.3813943172692545, 0.1281465111407491, -0.3373419664136047, 0.04458503654612199, 0.15375369616434448, 0.20654538899323568], [0.09987726963982396, -0.0006708836535277846, -0.1722799221095688, -0.26080413406309727, -0.08024059338317846, 0.5635043196719872, -0.12743379168514807, 0.041918708244653984, -0.5273071165999224, -0.10173848096038793, -0.06674092659093972, -0.43640512828316724, -0.350670542783634, -0.2701648776328694, 0.09039149656796998, 0.2464042606090639, 0.05952186185644061, -0.011684928926897986, 0.11914924283938258, -0.09886026881561474, -0.10290054112355712, -0.28669840814677766, -0.2878129257257589, -0.03944866188111053, -0.3499391874689054, 0.2053120866817599, 0.42641517919082034, -0.03329140580787629, 0.07073881838761897, -0.018609147054412842, 0.3522613540707015, 0.3533880728109723, -0.19848479926252494, 0.45146674055384506, 0.2500501949709224, -0.14159371320441352, -0.33980051922038834, 0.31790999346046417, 0.0645715875465837, -0.34720854338993346, -0.20758009838821856, -0.2644559112589734, 0.18120169136616737, -0.30939763750922966, 0.1711144308302472, -0.011786913542441765, 0.415694391784142, -0.1889537604616523, 0.37524523399795184, -0.07305961751006673, 0.2621305635522076, 0.24948969034593943, 0.15036032205947994, -0.11558578201508776, -0.13375454186211586], [0.24847649521615317, -0.15770850854786753, 0.006635411176886772, -0.3776273566119694, -0.07863937674718435, -0.0230314260428326, -0.002526607163045421, 0.04680256373701322, 0.4183259758591024, -0.008875972514026158, -0.1207993447022297, 0.08111445812202589, -0.05543942517098803, 0.02679626049497388, -0.19305151137148543, -0.11076879992258408, -0.05816325880187993, 0.6339765864699856, 0.0030990130931052677, -0.21171347893780285, 0.23522719533356404, 0.3297582561716095, 0.3969906069878162, 0.40497922574181205, -0.05084158419047363, 0.03467019825664655, 0.1719203437472227, -0.12339096583714153, 0.020978230826960206, -0.03289420999217947, 0.003243284681282748, -0.13027402258446172, 0.1683467159369433, 0.02006066635977995, 0.17576477505542368, -0.06630372925193989, -0.08267967149101757, -0.26671346660756523, -0.25436857426726633, 0.2669800603614388, 0.049648879099897916, 0.1274795676980822, 0.3949214843706424, 0.2678108479898391, -0.08886940027786105, 0.16324416117853882, -0.027357370513635623, 0.4349148416003649, -0.10242158533370717, 0.057443924711683754, -0.21505790473113273, -0.0077077867209564745, 0.03696456104977465, -0.0030694465486612657, -0.18021464931709263], [-0.22172313123262075, 0.11871860381470149, -0.15005533304596022, 0.05150666531079642, -0.05814197868574411, 0.14038679704835594, 0.6278191820934693, 0.06546224814805766, -0.42540931289661993, 0.1398519801529191, -0.21951307902999484, -0.22283034455072956, 0.27426999566868787, -0.024756759654267272, 0.18998913531285533, -0.1112733093331409, -0.09401201320870539, 0.2852541582717353, 0.20876660839311573, 0.5571287220439274, -0.22357734279237823, 0.34433290280832496, 0.026673360870370533, -0.2156912314098986, 0.14903877245651, -0.2348052313870341, 0.14069104026439674, -0.23358352475701394, -0.5746932873808902, -0.03345313363004562, -0.4320460903981777, 0.06579023546569117, 0.15095102832033258, 0.009833364476803315, -0.19297990935670728, -0.00756240082573225, 0.09620176075261075, -0.1969627556180928, -0.03755727824790237, -0.09314482264660232, -0.2909746509104805, -0.12905358482272122, 0.5993527221324638, -0.28164271818615755, 0.18981805361527165, 0.28604395220709916, -0.11064185258700046, 0.3260836179567039, 0.2319714353309899, 0.13314893014657522, -0.01840733043610083, -0.09056637536757745, -0.23554998883385472, -0.007878536466275163, 0.26379136932153], [-0.22065553066406213, -0.11735078716451064, -0.11215033618646153, -0.15366941006582233, 0.3186469331496265, -0.2875656279376253, -0.303735697970266, -0.38301923828896905, 0.15210238222920103, -0.04585294558024797, -0.03969964440469192, -0.1982557421953971, 0.024998346312946396, 0.08520792299172536, 0.141953286152938, -0.48836956914838314, 0.284582108274114, -0.4926334735542225, -0.19914759240593632, -0.018212580580963846, 0.11855071990235536, -0.01951826078674615, 0.07260709099139548, 0.4562697181480685, -0.30381656129418494, -0.1784510949881881, 0.04477369808137437, 0.013996550215333865, 0.26603354799391354, 0.28651971495610096, 0.43564472571152585, 0.0925871439588963, -0.01117777800255375, 0.2470459273128338, -0.005662110386168965, -0.3432195718161943, -0.0276600189932676, 0.10268489516895116, 0.02667091695651296, -0.07265274418986441, -0.19536271373440878, 0.1350222883513137, 0.10177027108216723, -0.07277024093181528, -0.12329443621906373, 0.31462690189150455, -0.45437344705552707, 0.4146015096649948, -0.19970188989988538, 0.09957434717351744, 0.38429214323689503, 0.21164183541140658, -0.03904648039756646, -0.24057398012630055, -0.1742148507017411], [0.07303390573622888, 0.09374139159329922, -0.05438177479228421, 0.11214462764877277, 0.20793095063822045, -0.08933898594059653, -0.25274983982212595, 0.3313546847216808, 0.09746419208530628, 0.054979320535145974, -0.12676325983486764, -0.01990833494974101, 0.10403066336278716, 0.1493181490244943, 0.04022028486005712, 0.2698873124620445, -0.06126088900377711, -0.29968264578527215, 0.022096321630466875, 0.11278322914771945, -0.29306392259953207, -0.23561873143560808, -0.2423842886260743, 0.22321283723035923, -0.3460317504734583, 0.14322501074350974, 0.041540640155527234, 0.4638515134516675, 0.24967739363028865, 0.33359131705848766, 0.23218855532906296, -0.19046445356613526, -0.38526808784803335, -0.28680920179328134, 0.03940531294206291, 0.42470755848183495, -0.41965906979353035, 0.00810736074496818, 0.13530751883643594, -0.4456700573143317, 0.17801476720221668, -0.16635487243157013, 0.2033444063669766, 0.07732648851689121, -0.29006210216038714, -0.09806775699485672, -0.038553215320416494, -0.3815386572474204, -0.3099050498984556, 0.4994648887128181, 0.16417950544531676, -0.0770219982044831, -0.23970243577328176, 0.09591963548146584, -0.19316059516853862], [0.09409069088392953, 0.1055618468247162, -0.070225737370837, -0.1502176221288577, -0.04751812615340357, 0.1147453482528109, 0.08898220718144446, 0.4827857878265141, 0.06321072880157305, 0.10988046946665009, -0.1557635732337172, 0.1783100984035593, 0.3030149798600631, 0.780355220603449, 0.32524491538602507, 0.35734835305728296, 0.24102850399748593, 0.2227876269502213, -0.27616870140606914, -0.2921885306502591, -0.7106837052712304, -0.11559819556753995, -0.12181380356457777, -0.02461978723900024, 0.28068579545318056, -0.35394094670602766, 0.11967312764992886, -0.1092447166391903, 0.44291201351058157, -0.3091914778645007, 0.29414359931118406, -0.35678962422162375, -0.1291664555285674, -0.14477077765175417, 0.05215686425149703, -0.18956937876221214, -0.028246353039711243, -0.17283352236654267, 0.02524846766859895, -0.0885890067679972, -0.04358300394534195, 0.478327144758035, -0.4624921890756664, -0.00858894945734117, 0.21869679390921548, 0.09134432804659669, -0.03332075625479882, 0.2718261846452275, -0.043240373961678125, 0.012483368051101729, 0.13148464671848442, -0.2957414767555595, -0.2643365950770196, 0.24779120576079336, -0.03988258780515243], [0.10342094766108947, 0.40477269011034644, 0.11277184515754485, 0.09767716306190274, -0.19842175096089182, 0.45340493444321883, -0.008502007948492983, 0.11151003549141181, 0.043051710861205045, -0.1005741493376551, -0.3615314342783141, -0.17017168571457728, -0.08959709482878862, -0.21265478099180757, 0.2616909716585299, 0.08957143275662416, 0.2028936491715494, 0.21071761378710385, 0.07553341491123958, 0.07360753180669274, -0.1665539422846615, -0.5095074075226743, 0.2698940793626221, 0.24850360684419628, -0.08937878016929438, -0.15280272687689056, -0.23486455948472845, -0.256259269021585, 0.053695274418235794, 0.3085987661140065, -0.09526433806129264, 0.053586116603822495, -0.3405759588299774, 0.291788984892121, -0.12842358393252537, 0.14864828539152822, -0.08023186045350579, 0.291648058684007, -0.2395611530122108, -0.005181033000140458, -0.20783275251615269, 0.5318186572897918, -0.14555766996023545, 0.262441508323058, -0.3222026394239129, -0.403443552619639, 0.16817061970724634, 0.07866328671829735, -0.1174162778954543, -0.26938885886105773, 0.32052781588814533, 0.09544387112280474, 0.21489147798410987, 0.25670883642205217, 0.2659013589808702], [0.15871563977077988, 0.2994582430503908, -0.3082951437181281, 0.06805562467110406, -0.08392459434429121, 0.19138737448125615, -0.45304977560426185, 0.09963660668444291, 0.11551528066911265, -0.3005761064343353, -0.18219219485285695, -0.24075796709658037, -0.6753233655606183, 0.24817813249989795, -0.152284535854613, -0.23374774070070545, -0.35969208323554813, -0.3075823712086937, -0.15293283418224016, -0.15088811785752687, 0.2644114610941659, -0.2685089458379242, 0.141035295288158, 0.05081382625356628, -0.011363905433915349, 0.1716733967105458, -0.2044073280560652, -0.2702416151933894, -0.28132244657137223, -0.10090723220004606, -0.23252873766858473, 0.010689999688602712, 0.22202112035449623, 0.18245290943243703, 0.012836166095564356, -0.05335796604608769, 0.00911579239171989, 0.24317946149532615, -0.03209625599353583, 0.19126311272573554, -0.3322138598679255, -0.17080329869291633, 0.12364511071652677, 0.05958314760896352, 0.22040747216603992, 0.16949239696060994, -0.2712617003328238, 0.0701860679364414, -0.32904457975783225, -0.26006010354036707, 0.01186643918185321, -0.2375170060038771, -0.10660364977954942, 0.03382250506496962, 0.18527178988361484], [-0.10160054403002776, 0.08037057774460617, 0.026943612353652856, -0.2803242985020661, 0.3368168359606895, 0.1896352930158734, 0.03520161643831925, -0.1279588656953201, 0.06577618484420292, -0.01404891157695377, -0.18371594872173436, -0.04071389760610668, 0.12057195167446932, 0.034934846049508333, -0.13594138145166468, -0.29181542681087047, -0.37015901092292014, -0.023095170249078895, 0.197912330178928, 0.03429278595057024, -0.24395079647063048, -0.3147919360366264, -0.2685531863124989, -0.27145330393592726, -0.2723669608855908, 0.1679659111348084, 0.044819601124372256, -0.15331067651855002, 0.07128755523998027, 0.141048898460126, -0.17055541528221208, -0.4001151745164762, 0.0844118004302717, 0.05082463028120443, 0.039524248136823585, -0.08708618855100128, -0.1523428777777838, -0.19558613378461778, 0.2862643383708582, 0.22788539191448062, 0.10926284391643523, 0.34949805607381296, -0.5596570717349639, -0.07948145449347017, 0.40700773233349286, -0.3753610772204965, -0.10404589581099535, -0.5675175199905049, -0.1522366128741075, -0.26247027929947325, 0.21838884928446814, -0.20140897517577794, -0.17498826845843787, 0.2312757531537868, 0.0796971747015854], [0.16803558087808507, 0.19997915444761769, -0.20840877970679195, -0.13540169604730884, 0.7515091415869541, 0.07954888697480506, -0.19366272450241204, 0.15070005792360208, -0.2556146309729315, 0.24766232907101604, 0.3518422562748213, -0.09412812584721901, -0.16217930910730768, 0.23584903081047232, 0.2268237212078833, 0.14023106663878182, 0.1661741468724766, -0.16505156805932886, -0.21049438522193611, -0.16477037688271695, -0.00025158208646955393, -0.09024870609568257, -0.32565301747349207, -0.3925604660446574, -0.3317802949119862, 0.6481951208159233, -0.047163419903211816, -0.08345144502419788, 0.0425579323353721, 0.09391003069036206, 0.19873800758725263, -0.034967720627925164, -0.1032124357070249, 0.4359378801789561, -0.13836001539382958, 0.09898440958623052, 0.07800634256717597, 0.34617814427256366, -0.0759200908853257, 0.16506083625982554, 0.09582147449039391, -0.40058949426979995, 0.0263190149531474, -0.06681421961160312, 0.010256014387742388, 0.29976227613367834, 0.18588704821496205, 0.030206630128684624, -0.16239012651875265, -0.2558040481890568, -0.5083776224869117, 0.006117577042601799, 0.15856572864559415, 0.13692251374784042, 0.2767822690819271], [-0.164871361247185, 0.08642555176189373, -0.04708437378534843, -0.4439858340945132, -0.0981855030910022, -0.1973826999924303, -0.18764135023108433, -0.12979311250017217, -0.029195582518650877, -0.12305435345753835, 0.031224561558348282, -0.04909900739504265, 0.06201185109293471, 0.27931329335122884, 0.26592797408251867, -0.015157973076175536, -0.3598077712847155, 0.09167963688076847, -0.40875445646154923, -0.08664156530657338, -0.06882857000237413, -0.03388495153535663, -0.13459912170773836, -0.2756926199934229, -0.011965085064621933, 0.32937883841177085, 0.21512949338483128, 0.4458345777620288, 0.26084776502286666, 0.02249926956044732, -0.4453601769969995, 0.1141449271681549, 0.12515955095146863, -0.25079190669789303, 0.18505343397082263, -0.1560568710172303, 0.08167193466135236, 0.36149711662768413, -0.1998132584017085, 0.12081422425350832, -0.20786516391257098, -0.18261901937288422, -0.08198546185036111, -0.18086662468947226, 0.07139635250743999, 0.2166240593797316, 0.014533138289144647, 0.24103283033096326, 0.23820250875452179, 0.016155176191598355, -0.06201176070048005, 0.08385960773889867, 0.058443242255224806, 0.4501422753142622, -0.00855658420328546], [-0.20234479494204421, -0.17592880158682633, 0.042949207881383344, 0.21245147540584347, -0.16342975877906785, 0.033037559454665716, -0.1892817340359832, 0.38947519594033714, 0.18010562741203637, -0.3047941301492426, 0.150892673409528, -0.04720436378498623, -0.03325780732496564, 0.015295344774582803, -0.27316759500582133, 0.3382953719224083, -0.027405833167088098, -0.3785985369373221, -0.2801717960977473, -0.10964829905087672, 0.08891355886230537, -0.3021255237087971, -0.20325229238786496, 0.03727292177866665, -0.46473036516646843, 0.08338039892065238, -0.1411113097365645, -0.1118418690965505, 0.16665323282631025, -0.041897362228506735, -0.031000718240200738, -0.24104532846006163, 0.03937705820288113, -0.16030457209070903, -0.203099905400219, 0.09044522430631863, -0.10503055163278333, -0.302128034291932, 0.05814494533367087, 0.11400299740897188, 0.03971563136754959, 0.21011106116565276, 0.40859518194327465, 0.3201169270393716, 0.31340319897661617, 0.18410060378675855, 0.14652827204535906, 0.32519591009079424, -0.32930349574358353, -0.07133557867924463, 0.26327646777351016, -0.17516104201005223, 0.19446755782420794, -0.03725245550231518, -0.19819067133843987], [-0.07400642721186054, 0.1400565313139172, 0.09989875959827257, 0.473440148244551, 0.22378652400647867, -0.23544745572288248, 0.026099885520484378, 0.1972032662108269, -0.11941757985313475, -0.3007872590081987, -0.1424884725579988, -0.20326618661669288, 0.49672860543735387, 0.335386982644153, 0.15132095006029259, 0.6123950765624463, 0.31618940034604676, 0.11367806679292286, -0.2918225122104695, 0.12797356877684402, 0.11516135351958436, -0.1353586243940393, 0.16324978940038112, 0.1469834501375396, -0.08340673963191234, 0.2047168625705342, -0.06104310537268713, -0.059872340319273284, 0.05518130794056494, -0.002690600954734319, 0.06294684712992298, -0.3168768343130598, 0.010488642240846974, 0.2605242509290346, -0.0011329065234959995, 0.12940520805440786, 0.09481751371577601, -0.11159390029913743, 0.238621119247573, -0.23289933135407923, 0.4006198659715714, 0.4538426175636977, -0.1388503863730908, -0.16241946275452548, -0.11990075725831512, 0.004323032076640861, 0.11773565734243539, 0.02624339555319346, -0.15427187868957348, 0.004228849373472544, -0.22901100419405124, -0.3316625226624433, -0.13021464785548453, -0.08472033380884501, -0.03648489566796862]], "b": [-0.16645549466323326, -0.018390017799331533, 0.0447016287090918, 0.04037329306794315, -0.3621708115366193, 0.054443634335698037, -0.12342407168829164, -0.08897857004891561, 0.2936565433706499, 0.4081178335901741, 0.05958700332520026, -0.27818833710742313, -0.019431863227330103, -0.012412787346035396, 0.08102801579013197, -0.011431893177710723]}, {"W": [[-0.20075257944143662, 0.32277588023270043, -0.0808326478652053, 0.36889420983053123, -0.03965935666221512, -0.03578651671177844, -0.22690641554943147, 0.5496093966472522, 0.17208931914801073, -0.14070464390885737, 0.3451812708057172, 0.2594229710493614, 0.04577040680434213, 0.16367952332942876, -0.10167215391266807, -0.3189974004912597], [-0.23051797313922467, 0.3598923699039382, 0.24916066572256607, 0.18440640756712248, 0.08849054858506433, -0.30644614789558616, -0.5141095171970079, -0.19329282740579706, -0.1720864876133461, 0.3254528332557792, -0.2115788398064887, -0.059238176948670604, 0.5583338988866688, 0.20487820929926848, 0.1372249427482829, -0.16043079425294493], [-0.14550681237970675, 0.029478339030087643, -0.21962639858393504, 1.4403550835786344e-05, -0.21309550776020753, 0.4073909320726258, 0.45603000395566057, 0.5016827927772963, -0.0827422939961612, 0.07363334070466528, -0.26693062750180674, 0.13056346528374646, 0.5424510280326875, 0.32352841728345805, 0.14125616785782297, -0.23655867981882184], [0.22681524413885396, -0.41523600870286703, 0.16232783746520615, 0.04890964200446446, 0.3111478605513591, -0.03688016306772251, 0.40052882411630514, -0.2146659782572244, 0.10611713849158366, 0.13429421096944114, -0.21306300331802264, -0.024017137145639925, 0.45880255384945845, -0.235953078503994, 0.09254473460321316, 0.2606281687132521], [-0.11626247994998383, -0.45288734115000795, 0.08090423297112297, 0.20906762080654334, -0.03066990389678044, -0.11203255194749565, 0.4218866959003448, -0.28813740065231636, -0.10239056435723891, -0.3202106853333304, -0.1941998746055051, 0.008424693042323864, 0.13487149161412723, 0.10729712331384147, 0.11808979393729177, -0.16940994145635557], [0.12863474800720245, 0.09164034975621715, -0.25222133797583085, -0.3117397594811219, 0.005272920737978441, -0.09371263674400847, -0.11610625261722085, 0.16616696168446263, 0.2404942848242578, 0.2283571250862516, 0.20777004153597078, -0.08377927024554238, 0.26753719810324694, 0.1416650422532965, -0.29440996628505045, -0.01927344434881374], [-0.2287516231660687, 0.009315716730892244, 0.16463907067713213, -0.40162492313464726, 0.08504508772941373, 0.010949716700854538, -0.6983901716180448, 0.32010502837655175, 0.309274225924806, -0.16457840859622302, -0.027028846856963145, -0.457086299784665, -0.2508853385355647, 0.0003757917695669244, 0.13959926961550434, 0.5701570999305879], [0.21176634202337954, -0.1229020615494445, -0.21646732612682695, -0.4900135219946014, -0.4059249018513909, -0.0012545957252485182, 0.030779450624968015, 0.11960415854865304, 0.2864522542000177, 0.17991259150497896, -0.3265820205614831, 0.03465693213528724, -0.34811318174190686, -0.3428861825317872, -0.49528457591606656, -0.11172300723803233]], "b": [-0.24291585503355043, -0.44739211053092437, -0.4415664680206316, -0.09619356980760947, -0.03521606823092705, 0.22704254841277186, 0.1778573548669966, -0.034782904151344045]}, {"W": [[0.4402235448779851, -0.28686206186403773, 0.3141969321022909, 0.6004979448798354, -0.05073676683511613, -0.15590103650799753, -0.22608943778044696, 0.3365167395834103]], "b": [-0.16238893165993423]}], "training": {"phase1": {"device": "mps", "arch": [55, 16, 8, 1], "epochs_run": 22, "best_val_mse": 0.2377781867980957, "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": "5e0e111ca9b3dfd5d0eafa7659301e295069f36be25b45a2ff3ad67fcc20e710", "train_window": ["2017-01-01", "2026-02-28"], "seed": 808, "created": "2026-06-20T15:17:46+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": 0.0722081356059195, "fold_calmars": [0.2334127547973469, 0.0, 0.9068914590986126, 1.6493787820291697, 0.28385267086415633, 0.0], "fold_mean_calmar": 0.5122559444648809, "fold_min_calmar": 0.0, "robust_diagnostics": {"valid_folds": 4, "drawdown_penalty": 0.0, "pnl_dd_penalty": 0.3333333333333333, "trade_penalty": 0.16666666666666666, "negative_fold_penalty": 0.3333333333333333, "fragility_penalty": 0.022, "fragile_0_05": 0, "fragile_1_0": 11, "trade_target": 15, "base_fold_score": 0.3585791611254166}}, "recommended_thresholds": {"i_long_entry_activation_threshold": -51.39366356052496, "i_long_exit_activation_threshold": 57.408013477983786, "i_long_exit_activation_confirmation_threshold": -44.798189870314694, "i_trailing_stop_threshold": 0.0, "i_use_long_exit_confirmation": 1.0, "i_use_long_entry_confirmation": false}}}