{"version": 1, "asset": "COINBASE_BTCUSD", "timeframe": "1D", "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": [[0.19822414211432504, -0.41314073437097953, -0.4400171043404379, 0.1697936601549454, -0.17906931647605812, -0.18323981624571828, -0.02644635994621227, 0.09522769502319327, -0.46876321742289706, 0.4061419406928856, 0.011848844251607801, -0.11619329885157235, -0.22051930359203115, 0.2612127778997278, 0.22415101755820993, -0.47753208784224477, 0.14987297921571033, 0.030400791004277387, -0.11753439260338688, 0.36729048647861345, -0.10446816284760718, 0.10722265763422203, -0.5518031922470111, 0.6146107215775544, -0.06494292533988692, 0.09582354920670898, -0.3918595019681551, -0.3662303997756616, -0.12394127453024176, 0.032986459367676996, -0.4276299412882529, -0.28747020645339205, 0.19407889899730207, 0.07214466988143883, -0.4020861214741412, 0.6295374257726167, 0.1285887725967067, 0.42298934419563355, -0.32524291295212837, 0.13129376368320553, 0.00046272797193212464, 0.1954267760906708, -0.0915330548606682, 0.09526908939134972, -0.19539218804520112, 0.1333897254399929, 0.07482394189840247, 0.09872782768190837, 0.13570103975132086, -0.023179871786801157, 0.2405811805459453, -0.266520060144327, 0.09422923648686823, -0.14988928961085446, -0.22319854053395288], [-0.189864076286773, 0.022462789813814537, 0.1825028593166601, -0.1298923672476543, 0.1388129606682507, 0.047733227037972115, -0.4309913697025582, -0.1442191126085712, -0.5394751036259569, -0.09444623789712264, 0.43017568335944856, 0.04300793230874117, 0.06216405215145923, 0.3899481986827163, 0.17783601616156058, 0.11481732848007789, 0.10013956252567138, 0.4240010033271958, 0.2923830799343207, 0.21898555046060783, 0.48709789645658824, 0.2932164051990977, 0.04020192519677762, -0.06874587522743839, 0.25157878011660456, 0.5725696317311098, 0.0031789900942320176, -0.16262416213893557, -0.40971549095366205, -0.30202255622230056, -0.2109169947327082, -0.07198908405575138, -0.1649413963045951, -0.03241229708255683, 0.2436302117557795, 0.40786376514102685, 0.08893650342547782, 0.26902069594794487, 0.4544377555115904, 0.2627455335424818, -0.12308421446547457, -0.04534457692956903, 0.04668003642913673, -0.41027062350695825, 0.10248766137923324, -0.3020840709404251, 0.13268943078081516, -0.1086608162968994, 0.12050157681422757, 0.3966300987684215, -0.354384562216434, -0.18339715231017664, 0.07423417003748338, -0.16439442343594693, -0.10678542059540302], [0.09464183799004322, 0.055091849646860536, -0.16033505810408416, 0.3057117852050407, 0.46856798958043616, 0.274898705307384, 0.040396970162172405, -0.1643460439007938, -0.03142146149850168, -0.12954449292378328, -0.08220682582823186, 0.40202018673027323, 0.04619660223677779, -0.3029802441181224, 0.1300090834341423, 0.1409067563011698, -0.19909117952716576, -0.11917384256931639, 0.22476197738209458, -0.4104510665259131, -0.0536120807474412, -0.3170831112165359, 0.07537208931690272, 0.0663955276502757, -0.14531734089823334, -0.08375839619476955, -0.3416123109852506, -0.5160790567733394, -0.5182119878415978, -0.30313724090061134, -0.2787235656306498, 0.1837670544098751, -0.1052143705147401, 0.055821458945701674, 0.6485505010777574, -0.2766739171781794, 0.1854612964685767, -0.14240753167273043, 0.08203951468111792, -0.5980012527046689, 0.11718561656311628, 0.045612067609981176, 0.08508177678109195, -0.14629548921967064, 0.033156252694800464, 0.5260276151239235, 0.19941235768757476, 0.006359587438368196, -0.15465617458138353, -0.4990255050676004, -0.6050592508706378, 0.15171784981615732, 0.25348949021959005, -0.06694490105399772, 0.28430293484622765], [0.4518657998116402, 0.11269718820558558, 0.21160141844035546, -0.11956805041709746, -0.03386340036643387, 0.005672444639773008, 0.14072582050454024, -0.05813094058499325, -0.04288718499387684, 0.0767361228462361, 0.25869411596656094, -0.21347336548620088, 0.2604549813020302, -0.1008269240332095, -0.32160912262524693, 0.13039242860066627, -0.37728154834123845, -0.041876631370707365, 0.33415254546359335, 0.08039692525178688, -0.049896444142709856, 0.22754323783577163, 0.034908498316918536, 0.02506571425343083, 0.1299079898732567, 0.011523374953206055, -0.03387137863396293, 0.06948020218929267, -0.12657408080051102, 0.04137503367284692, 0.4699297282610755, -0.1363354317099048, -0.5025170207734759, 0.030596891893897887, -0.061003868412673405, 0.2337152361782527, 0.027430181186672987, 0.0007111617609369993, 0.014803329802370778, -0.07695054933431217, 0.2661059673013422, -0.4058985674522714, -0.0474919509391096, -0.04462196076508768, -0.01778293250711295, -0.14385712919550397, 0.060585129280401676, -0.14541805829623378, 0.15167735067096694, -0.3860604866295548, -0.20533651511843434, 0.36013919270830325, -0.3273688921395267, -0.07828235865792618, 0.012030621460103422], [-0.3429356556090742, -0.03943167533827115, -0.20193960009248355, -0.22051967728291014, -0.16134622741419544, -0.43048056097454457, 0.19260596772874544, 0.28898235177567205, 0.17079034976938284, -0.17968935369297495, 0.02241225774585702, -0.02337458025505816, -0.0752097287648131, 0.11845330033999905, 0.13327890866546954, 0.03466710811600741, -0.2609891158590643, 0.06949038473426429, 0.24574840326579994, -0.2914501674556714, 0.17640242725393218, 0.1395941668613816, 0.43414665283066234, 0.0359325490057788, -0.02859053799658042, 0.3116543615826598, -0.06042544442004799, -0.02234685032149185, 0.22059237240719648, -0.2771509758523839, 0.09717645161459909, -0.36168035220832556, 0.03895233295043882, -0.13262286464021117, -0.11896545139343685, -0.20452442700892884, 0.4036473074246798, -0.005878732909880674, -0.2530599842140943, -0.18716809579567645, 0.3428645292699069, -0.02168302508714729, 0.5382340767492007, 0.22520552535641308, 0.2511252414457521, -0.2778659482150233, 0.24463199860916635, -0.1307281269780088, 0.14195360281091188, 0.06904964996062184, -0.5533280442187152, 0.1382594694470385, -0.06135877371160213, -0.2752773842975173, -0.2637616056024143], [0.17308224271907477, -0.3211318798722023, 0.16558371203446845, -0.09196249140744983, -0.2307988305023746, -0.5219544201125206, -0.18718235080721288, -0.19873933152838794, 0.14826235101163443, 0.044954827107218674, -0.28380118987322045, -0.09429385157467643, 0.18233307480875913, -0.1066340371346979, 0.1999639641982883, -0.33012602329599083, -0.008368000235320515, 0.007771694479787967, -0.20253231581927073, -0.5864416305217625, -0.10392405154833428, -0.379259264939385, 0.002226108986730993, 0.0670778085727479, 0.03981379022867154, -0.06575051943441682, -0.03883768508565918, -0.38609640017343594, 0.000930889554956859, -0.3094667250106535, -0.19491599982392602, 0.015206595553754747, -0.01345715158811343, 0.04353039188591496, 0.007287137318660576, 0.2689420130147477, -0.4509233449111984, 0.017325074816559163, 0.0322224584715995, -0.029477379060425357, -0.01115312706363121, -0.28133000141591236, -0.25758731843295046, -0.07080234595470808, -0.37428306133028927, -0.09239761047101594, -0.5296932951780513, 0.14640570931525404, 0.6328201166234324, -0.4332183573990427, -0.24415072711942648, -0.06414897603638389, 0.22438022156369297, -0.43937124517051945, 0.24926426768784812], [-0.10752168048339966, -0.36083585948918184, 0.13633681495587624, -0.13530982275106462, -0.1218594922330831, -0.0036275985636350164, 0.28721724390557724, 0.12383143687642642, -0.014244570810562265, -0.3646116524182834, 0.13831338970932264, 0.12241318709141018, 0.12909537057523188, -0.36143236484217817, -0.08711815546638427, 0.18895132170647008, 0.04100225054308536, 0.08939658821177712, -0.13259353925203662, -0.0446253376432584, -0.08628686167838717, -0.19361049829039628, -0.024410705414772388, -0.03204699695326845, 0.03471013323994543, 0.4056423055608285, -0.25676065499494233, 0.20765486134293903, 0.22712576622263225, -0.11048687559442866, 0.09921181819746205, 0.24428084739956168, 0.06634309897969622, -0.12482395492124396, 0.1314100093856676, -0.2302823153042302, 0.3270923047942073, -0.31792007473827627, -0.10875207181083228, -0.22211651954936712, -0.058416036513007946, -0.24786095541903053, 0.08127628571854775, -0.16398050359629035, -0.05402274776024764, 0.2472866537758875, 0.2419993448908466, 0.289436500070245, -0.11968311260119913, -0.10380808152859322, -0.14210115634159048, -0.3092704735749727, -0.057432767169226684, 0.09108819206021455, -0.37513348967089377], [0.18558303166828968, -0.037577864394694696, -0.12502166261481742, -0.11422324628038381, 0.04387998723836653, 0.4009380488302517, -0.22621428801691162, 0.06271437065127004, -0.030934961012947473, -0.4236883083943219, 0.1379865167089162, -0.06067122424291966, -0.039584742517866485, -0.07014747102082677, 0.1716548943656565, -0.31050858994739167, -0.29101815798417074, -0.5096826554640153, 0.2904197586573285, 0.023839663008804246, -0.05640131277247962, 0.1634848029233819, -0.29520571911117965, 0.14415291536119448, -0.2498871018189333, -0.41962220710809456, -0.0014171504082461117, 0.04648353443513499, -0.34696213361683076, 0.02821777755308089, 0.19100345815383601, -0.06444674524125217, 0.07912261326644107, 0.06061293748230255, -0.5019696169016152, -0.02547854093880308, 0.06583917666727582, -0.1312556984107867, 0.45568753796326, -0.1667610734019787, -0.39729258453417143, 0.020281478041342955, -0.10869819346925665, -0.2747748215279522, -0.2447482086748666, -0.060945548186363906, 0.25505402179768677, -0.08315110357668709, 0.15490519982254902, 0.1644187580078704, 0.21538223517100857, -0.06929171229835734, -0.12701274306499585, -0.17240531339912638, 0.04963094752352735], [0.14396342771522963, 0.04734575492751102, -0.04942176242921727, -0.21903143988578597, 0.0103293005763275, -0.41363407113791495, -0.3129761400169192, 0.1412487640599765, 0.015785955661848896, 0.06373812403006376, -0.2698062957156009, -0.09932502409749185, 0.11270249867127936, -0.17205526611281544, 0.0020520526602767278, 0.025557534834764126, -0.1253528458078554, 0.21988017659910258, -0.04116637543571813, -0.03741871575509732, -0.14218797604020492, 0.24423028577825562, 0.04020852428856248, -0.04025845800107039, 0.10696734749157957, 0.31844509569287466, 0.40809275140321544, 0.0769890714728444, -0.2699978592619706, 0.036823407808746274, 0.13125786100829284, 0.21052351777445497, 0.1295311680936368, 0.19201040488979507, 0.22469171990262252, 0.30557804032735053, -0.1755088172638172, 0.504627005998591, -0.059563844776999324, -0.035005492155900174, -0.17675891094261437, 0.23894396542925977, 0.2848744825435649, 0.3418094647548323, -0.02148556861100394, 0.06936406480699633, 0.024316279949118346, -0.012819792473769569, -0.12780957239628415, -0.23174388812475066, -0.15365831569891764, 0.3792750639922398, -0.17663172326236645, -0.20100073358995157, 0.26308319205553954], [0.275987458883965, 0.13727299484223612, -0.04965847008271777, -0.15783649425478585, -0.23643568036122298, 0.08997695703897168, 0.041237701068017274, -0.1810396935512218, 0.055811162969013436, 0.10748849916801609, 0.05374524343337457, -0.18628189200171213, -0.4408942546814825, 0.003618100410896139, -0.026895553041568696, -0.510945059633731, 0.15668553256978957, -0.23403862683931526, -0.005316302908569073, 0.24311267186207336, 0.24646313451861204, 0.21346581487488264, 0.18713656278913246, 0.025354514105409773, 0.0863775519099492, 0.005679381151731541, 0.03760449476583495, 0.07922139993306615, 0.20150513055036195, 0.37916534248842704, 0.20343019244790178, -0.17941310875706518, -0.13918050897847756, -0.16327173034152004, -0.15758880099771017, -0.009978026076142218, 0.030574386825849037, -0.018709523901784295, -0.05314060951270015, -0.20655360283097995, -0.030700764453163377, -0.03961098069341153, 0.013412967822992387, 0.15111499368996142, 0.04559766958259762, 0.01813778589509643, 0.12565616980663105, 0.30084481755624637, 0.04229038626970635, 0.17497421655971673, -0.13271740043153168, -0.0006989487350846056, 0.10794030488802125, -0.48741305561524767, 0.6354011418674745], [-0.3570203020456906, -0.3229118297612716, -0.11400735745042424, -0.11642895304330439, 0.4672606061803412, -0.06296078991700468, 0.0034454430195446084, -0.19847906013820713, -0.2610944168439254, -0.3355582513077908, -0.19932641148317273, 0.611748751719937, -0.16602461064366747, 0.19998372285546387, -0.06521873440708074, 0.10243204018125865, -0.12633555572855962, -0.1008752045553632, 0.05345126995564343, 0.08051425922804625, 0.127765282666367, 0.2580944746265931, -0.1956324801837026, 0.298461861938403, 0.15868197222556396, 0.015715996896537583, -0.21756276834466462, -0.14874719031746075, 0.4542668244293861, -0.06827897235894068, -0.18276609103277364, 0.10001770042429073, 0.1639038581082889, 0.0072911706510393505, -0.0925303729102086, 0.03845597350938867, 0.48579146792110245, 0.12131716799370557, -0.23984819654687892, -0.08576658593294037, -0.022151771878287235, -0.0030620525813533084, -0.28825610981287775, 0.14241206716587235, -0.18856108394244142, -0.3311751554190959, 0.19578541810369104, -0.06660159740648336, 0.2618791710700712, -0.38472242231304055, -0.16684724395174724, -0.15327965324711038, -0.0028894490218531787, 0.16699723838176228, -0.295983630845427], [-0.21316844041820865, 0.09083359427087878, -0.381712542257347, -0.22573692670857629, -0.2088001729462222, -0.035265449318848494, -0.1362472035743435, 0.013868652325485049, 0.008485266986974847, 0.034305614059226865, -0.06943680213709595, -0.6263031369998657, 0.1355841011354344, -0.07567431058657641, 0.10676442542348427, 0.004006741028640088, 0.0486332054184714, -0.2083861567605576, -0.048538518161313396, 0.04924079737855122, -0.21951867411707968, -0.048086704710649845, 0.0076427234716267695, 0.05003184899007287, 0.0901515301387357, -0.14672374117171857, -0.26253370862973996, -0.17716568948323674, 0.3985670600761956, 0.1068457793623711, -0.2656205582192883, -0.22476715992970728, 0.07621962901815998, 0.05946250972856812, 0.2650921968018599, 0.29434461183434696, -0.07299751875518799, 0.5717360605767715, 0.01588956607645672, -0.04652920312659683, 0.06809344782075895, -0.25958614015469617, -0.0373479472486634, 0.15389259163563213, 0.07573087612917596, -0.02248203954930517, 0.18456799217269054, 0.2755844181530226, -0.2516731356667935, -0.41647495341957314, 0.24103287862913914, 0.41101067189860957, -0.10268349632704073, -0.20978068227300994, -0.4663054313384173], [0.04422523507041753, 0.1599640105722722, -0.12081189889665078, -0.23955369391306214, 0.24523825730380752, 0.28188681113036085, 0.13204773542059245, 0.22642789067420027, 0.057834507707602324, -0.3552101014732173, 0.007445066438617472, 0.20885287403332858, 0.40513322932816914, 0.2779878417662462, 0.11606963889875851, 0.3577019283344336, -0.08647340769104299, 0.040188107033619566, -0.040391247948887474, -0.18383449654159484, 0.486137757810598, 0.13651027963777282, 0.6051595310175435, 0.2406545021579439, 0.01057531616827297, 0.33665256894610524, 0.19442823227452422, -0.10225088914136338, -0.22400219201280558, -0.005044855143567239, 0.35445987235859855, -0.07295837675903244, 0.18826399781562395, 0.04211262452430763, -0.5280414137534227, 0.00931746441285987, -0.20349603932805496, 0.23552213841054032, -0.13514571394734748, 0.19939700646717695, 0.11407927483467756, -0.06903235996544904, -0.5321723459225408, -0.002807392425199855, 0.14882955195362788, 0.043503005225204484, -0.17044170003382547, 0.25971374064411706, -0.09438920091486841, -0.2936566841335155, 0.012282984958404648, 0.8187340320203413, 0.02672031625230978, 0.057046869624817365, -0.16859342191120863], [0.5268304077387325, -0.20563688783027845, 0.01859383163946543, -0.312438225616152, -0.4645395631459749, -0.0726297099090723, 0.09103030219045558, 0.5165504728640511, -0.27105640511377443, 0.1763183696165037, -0.1224673473986777, 0.16151148642735155, 0.24770492112043047, 0.2291976244835534, -0.011993285983159865, 0.3059182338960126, -0.05577578239382207, 0.10828578965662566, 0.0330316642178788, 0.06294681563665114, 0.148573455473905, 0.1960328865752467, -0.4522585575428491, -0.19443230669521971, 0.12225637129783315, 0.2672246308375868, 0.21282516535746815, 0.19487860222067627, -0.3006877281981987, -0.30382140559325993, -0.024245416286235784, -0.12654425926773596, 0.18461223379974487, 0.37382784867692753, -0.02065633700917796, -0.3381738921503011, -0.4407791022854487, 0.05074305503073808, -0.09421742509788006, -0.059428232786570875, -0.06826684009486064, 0.056699751362295506, -0.1564504556174726, 0.343845273925286, 0.143128869054321, -0.05263874369661459, -0.04739735292480092, 0.11550294910783568, -0.16453136204921034, -0.1579527441000419, 0.04419528180596438, -0.07446944736677814, 0.0726457101159667, -0.12259953811795077, 0.4723131429774514], [0.3503998422358576, -0.06386955462775376, 0.07313121212508825, -0.06400501169073292, -0.13257728432601196, 0.3949755732715502, 0.41021931770319336, -0.5715800841303046, 0.027857669117109643, 0.3149035562913431, 0.001202522507760196, -0.09230609458286358, 0.2068871323195317, 0.2014173228561054, -0.16873344062355883, -0.2307766792842461, -0.08566712913974421, -0.27040162965934866, 0.02926605337044951, 0.30082720441000604, 0.06500458390364905, 0.03624267674606954, 0.015657519944105816, -0.14129419508181312, 0.0237146894673662, 0.3170400688088296, 0.05850745228880072, 0.2768583139046748, 0.33119143158084824, -0.331869052826964, 0.16365269365327523, 0.31857967722688424, -0.09419435939357054, 0.13287733135271565, 0.1175750739873899, 0.07579721143557527, -0.2541817293679193, 0.19185949136678926, 0.07541739785573894, -0.04037067381799353, -0.1744067841139869, 0.1078813171528227, -0.22761198861571466, -0.18506292271808328, -0.026356308631499584, -0.07842139154392634, 0.20590535885789346, -0.1676629098809161, 0.19203916244812513, 0.537658969788111, -0.0023059225016829085, -0.06539774511313523, -0.25699176274564517, -0.17591532891207784, -0.15926829145721944], [-0.142374399720062, -0.16582046720567795, -0.11743552333840324, -0.08967626732855341, -0.018336322828327756, 0.5145456863406863, -0.19113272924659075, -0.08167085927464877, -0.13771472356019493, 0.5665487874155697, 0.2907814012759469, 0.24748164574163012, -0.1015548219376139, -0.038884446473835606, -0.016573623669416653, -0.2938733132994552, 0.0700609742675478, 0.02250101697273181, -0.34031538568031405, 0.12358262135724227, -0.3430698886908409, 0.04333180045801193, 0.3780064820245886, 0.17193129399613197, -0.20890896110276594, -0.2961174335608207, 0.467491635568918, -0.06386152464094871, 0.062765538378077, 0.21120481094297772, 0.18813875803724803, -0.003557109593275935, 0.44177090929290996, -0.17351343109326534, -0.02041464478624036, 0.10758289589543252, 0.10287737797703195, -0.10737558232344765, -0.13173544221957423, -0.09474802132276855, -0.04049744693187681, 0.3317509335469571, -0.05799347082263617, 0.13533492404720707, -0.08886873266923634, 0.21147080349565014, -0.08896968363429297, 0.012672613986939725, -0.2801561294751378, 0.05429423523499917, -0.10557207629718507, -0.04440304609720703, 0.2137292918116406, -0.5952537917615633, -0.22867222321864278]], "b": [0.3120392890760019, -0.06432227724622361, -0.08166067778148602, -0.22968228422152678, 0.11878112573958703, 0.039688004608110755, 0.1648189075743384, -0.2013276591625767, -0.2230678727334353, -0.4703076582106384, -0.30663931390538407, 0.13276264571238597, -0.6001904309969802, -0.11269645902451114, 0.010967015781405142, -0.4309109102415105]}, {"W": [[-0.059372075451941966, -0.24263015249895267, 0.22874944175780032, -0.06790632945072944, -0.1830064612784659, 0.10647455421726655, -0.31722525107246263, -0.06410958305229861, 0.5358321446603227, -0.39019326055587616, 0.10273601996811822, -0.12108953907635743, -0.06725866653821029, 0.32808458413195735, 0.3543039153860719, 0.23101084831470048], [0.3147802426607188, 0.04988032664940202, -0.20592704256577996, 0.40913934760649073, -0.30080933331399085, 0.21694482292749587, 0.055944687085997244, -0.24180828358189013, 0.015026028235475046, -0.08619874187948963, -0.14388220217304373, 0.12861917627510994, 0.1508784929841105, -0.3628183447966965, -0.19325388748216976, -0.42881204873492407], [-0.20787556447309524, -0.3157666388453492, 0.48260435029912674, -0.742198382270979, -0.5104813795365938, -0.07525400741495682, -0.18013055890606355, 0.39311733270598515, -0.6346303693448407, -0.1548634293273692, 0.26802331537086665, -0.11445345759297523, 0.11017843281159052, 0.22726006559305942, -0.028106716669516574, -0.15433994332385753], [-0.32543082080340613, 0.4572770018230885, 0.2585674160398233, 0.3050089340979537, 0.02321130860403027, 0.3148268111355086, 0.3080543812963343, 0.19500822973365783, 0.05718969756104868, 0.09213617220722242, 0.09878042435189524, 0.31518084693788406, -0.1833239447907382, -0.09700994899628954, 0.08593298322222262, -0.16015809023780922], [-0.0786605656957967, -0.3005279286288963, -0.18768352772198568, -0.3969709252443647, 0.12258993877346935, 0.05560117993718113, -0.1916887591313234, 0.0009863289067037206, 0.257259469794134, 0.030299353653910222, 0.11361091453962902, 0.0485148780094701, 0.3791785616903663, -0.19354557586172297, 0.3442463652509444, 0.32593997832480803], [0.12447118182040293, -0.5332271846064591, -0.4584632949003982, 0.07567023063642664, 0.5456130103698603, 0.2903613801599138, -0.2544043515211783, 0.007977573018355923, -0.2235836669087493, -0.025426087811387395, -0.01543899344280093, -0.34648405715695835, 0.052490712040106954, 0.40791387081801384, 0.02592630534359262, -0.10613777187991623], [0.32258474740856263, -0.055750708710703166, 0.3280968125106506, -0.20298740776773458, -0.1586530600689033, -0.11540948476227007, 0.05219480608725767, 0.3139517970718263, -0.22731413380140522, -0.12542675439749412, 0.28416731290340014, 0.01162033488261905, -0.04307411588483312, 0.03363013809391741, -0.18961928537905576, 0.2674377061126457], [-0.5416724843632219, -0.16486333126084862, -0.09792587224985692, 0.03244051170192401, 0.07820765529675332, -0.013977468617440933, -0.32456333537038723, 0.18277531845186085, 0.005270877202957335, 0.0746242907052462, -0.11490007618999011, -0.20373286641484964, -0.059643552203919564, -0.007648258951993406, 0.44855498655985687, 0.09928556991406258]], "b": [0.18729480917552932, 0.11628436638108133, 0.02396463288983703, -0.13493266511027147, -0.4852747719217936, 0.4214970836934998, 0.3984975652513049, 0.12225246883084709]}, {"W": [[-0.3361319829701813, -0.11237421033955088, -0.26255964384777947, -0.009114265923935471, 0.17415100963970565, 0.3904018268651312, -0.22493152420535442, 0.26622193456687226]], "b": [-0.5305110469511076]}], "training": {"phase1": {"device": "mps", "arch": [55, 16, 8, 1], "epochs_run": 21, "best_val_mse": 0.2336917519569397, "train_bars": 2861, "val_bars": 141, "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, 1D.csv", "data_sha256": "ef80712967b9d8f3825bf5d5960731a38a47a617a5a93d2b6c3388567e131a15", "train_window": ["2015-01-08", "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": -4.912533907987406, "fold_calmars": [22.59333590827623, 0.0, 19.54992407813816, 1.754814734460241, 2.1200918779414932, 0.0], "fold_mean_calmar": 7.66969443313602, "fold_min_calmar": 0.0, "robust_diagnostics": {"valid_folds": 4, "drawdown_penalty": 0.0, "pnl_dd_penalty": 0.3333333333333333, "trade_penalty": 0.24444444444444446, "negative_fold_penalty": 0.3333333333333333, "fragility_penalty": 0.028, "fragile_0_05": 0, "fragile_1_0": 14, "trade_target": 15, "base_fold_score": 5.368786103195214}}, "recommended_thresholds": {"i_long_entry_activation_threshold": -191.53211482388116, "i_long_exit_activation_threshold": -64.4554208383179, "i_long_exit_activation_confirmation_threshold": -215.14370370124868, "i_trailing_stop_threshold": 27.078780006762155, "i_use_long_exit_confirmation": 1.0, "i_use_long_entry_confirmation": false}}}