{"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": [[-0.18309327756070565, -0.052266208162981984, -0.03580781281274105, -0.13659599781048745, 0.027138535917971822, -0.0525091551636001, -0.270426256176282, 0.15956582048442183, -0.31919261459100945, -0.23346013286388528, 0.27778684982105917, -0.02853796080253913, 0.3011214881379734, -0.15103204774862572, -0.13211631280312386, -0.019125800611207267, 0.0903371891578131, 0.18674617526122694, 0.26300293421166177, -0.30824452908531574, 0.2586641683226183, -0.0065464063279025, 0.2593110716005742, 0.3073158772335142, -0.08293085595099065, 0.23522038116704003, -0.1660282463734496, -0.16289159247979523, 0.3187952304375157, 0.4107760039141007, 0.002303080855827047, 0.01620375058215609, -0.2669136839559246, 0.43832608996857697, 0.05129375639933115, -0.026046738089987947, 0.020836011901559398, 0.38902922798050915, 0.033189254769440305, -0.1336292783223481, -0.4865515943688887, 0.2505709394369089, 0.021758671226244593, -0.036318221499063344, 0.1513034699566298, -0.07779693802256143, -0.41376554213410377, 0.038711838478184435, -0.11027935337794928, -0.3986161568352245, 0.11284370311386165, 0.20271924482032114, -0.1285377821794681, -0.3263026235317537, 0.03886777838385718], [-0.22595099796781704, -0.25875902969825665, -0.2227030706848382, -0.0006437424303724071, -0.4767454981572977, -0.0696799049960429, 0.38962126448533696, -0.27009204416628835, -0.31172014818525073, -0.4856578947953195, 0.09213252881846527, -0.10932995988928224, -0.29567611482950595, 0.053384432403341495, 0.05481561050234796, -0.150526299953599, 0.04065186729921616, -0.015511839629060546, 0.18023156465183157, 0.0028556805931646695, 0.2420330448068517, 0.4308253345636114, 0.24930578542203546, -0.09090525714600087, -0.21373442992786934, -0.044978777488896435, -0.3697854187347095, 0.4073030733346524, 0.029675465348507304, -0.3719800029015522, -0.6526368273198304, -0.011991955272061407, -0.25962892059252746, -0.005362261866256013, -0.11940551987026707, 0.24157577995197807, 0.19058111447343962, -0.598848904804255, 0.10572584163366795, -0.02658311426271737, 0.3614755413464103, -0.4043292348190808, 0.029622396070089756, 0.39840834740536146, 0.18241744307894475, -0.1114744924517609, -0.257773222180015, 0.27519594481532905, -0.027248070007696763, 0.03411364823201165, -0.4041603716588852, 0.1177581693419042, -0.08546361267022759, 0.13207847917243057, -0.1501709943317286], [0.11368270365239919, -0.4206876011219281, -0.06005260427484028, 0.20894309866546945, 0.07783996302757434, -0.13742424762868521, -0.09079787030334605, 0.21236296648312317, -0.2030268417600401, -0.18171471305768072, -0.6731613867808733, 0.6156488999159698, -0.3066400514405434, 0.15328806078254853, 0.07100280219488302, 0.13916485805809858, 0.11514555819094789, 0.007023772070136845, -0.299763589634905, -0.12795502142254317, -0.4423554109191421, 0.10464653924060036, 0.0042602241744300485, 0.34191755982369193, 0.3100816287528319, -0.051339080545454795, -0.11056806212624294, -0.05077397980092644, 0.2460233320634923, -0.046336683889557743, -0.33735538890831807, 0.0736765244276095, 0.25044880628566574, -0.23300176212056387, -0.016770265321042775, 0.7650329664385463, 0.4166597401220887, 0.09499787089596298, -0.10155635555294633, 0.07427916642510413, -0.1713334145226201, -0.32675801696079126, 0.22009662962265722, 0.29715621239144735, 0.31981163288382825, 0.06987707807048005, 0.25525653674032334, -0.10362937295393938, -0.06653958717986591, -0.4268895189770362, 0.07658846938601374, 0.011668773647255255, -0.03212038624928902, -0.013760077903162016, 0.2307252356148373], [-0.3345397669717919, -0.09852254844950296, 0.16545808872602083, -0.07645603431209717, -0.35300590446822816, 0.4893205463993361, 0.14921399596295648, -0.18040349313845172, 0.0986447960748706, 0.17910908228679012, -0.08738972592255621, 0.058472555081443243, 0.4076095000284001, 0.05494942013895344, -0.0778958061101172, 0.1009615707078049, 0.17157443368349348, -0.01703407831153709, 0.14366504294604923, 0.37770097329299657, -0.22918898691103035, -0.29384249518579875, 0.1735950998595684, -0.0710653225540266, -0.07210072679768623, 0.3421896210110611, 0.18867756458082247, -0.14804316097629916, -0.06489595888097678, -0.20085273666997416, 0.24530470881473165, 0.09789209903996055, -0.17704803141341408, -0.022363656760802438, 0.07456282458471611, -0.09907703498771496, -0.08320739649201793, 0.12266090561972028, -0.3486859511558123, 0.16935718967597346, -0.03442446671016213, 0.17907806424510128, -0.3709883586239698, 0.09568199218932108, -0.44879019283684074, -0.30157636372512886, 0.0175216667865883, 0.3812562720960665, 0.03896272269984496, 0.21770111762388739, -0.17872732399770827, -0.30760334633597464, 0.4716131208823077, 0.07517521524011048, -0.16788826502675633], [-0.05733683561023708, 0.08378341065328344, -0.6699102956663765, 0.13083154545026277, -0.5398652695512806, 0.06452553114363861, 0.1366468973603423, 0.1764759424816185, -0.20539824253186234, 0.010526197635454454, 0.21051144778751704, 0.1251191074928905, -0.15635592827208605, -0.2928889908696337, -0.049054131195613575, 0.2536707510239654, 0.8420405460024947, -0.10807395361005899, 0.4092174396080782, -0.1987147161960495, 0.30249471964255703, -0.029584803183539454, 0.11799406997268061, -0.10295511383952938, 0.35739556437055364, 0.007594537572961885, -0.09250676427848173, -0.35506930242917323, -0.2804998370165323, 0.2215867698146454, -0.1472939362371857, -0.09623187495748, -0.078602068544585, -0.7862044142735404, -0.30139980499285945, -0.3921643563177172, -0.23472612349118394, -0.0021902254336850606, -0.43941260779409924, -0.0496145182102401, -0.76742250662221, -0.033295102945720134, 0.45558169488595657, -0.40909978891390125, -0.16004257297282168, 0.07646692850972321, -0.24308963482229826, -0.05010344157220099, 0.026558359035419372, -0.1683010640336474, 0.18850695481220514, -0.4219208342218234, 0.04322780293497787, -0.4189620385793573, -0.5525833670750309], [0.14057160383786185, -0.48007999100419785, -0.18453543810287948, 0.09045158670103422, -0.3242422518902164, -0.011135288664774225, 0.1302535194715439, 0.03286575462952974, 0.005011414614393587, -0.10946296621900778, -0.18464797029298657, 0.2152584890614656, 0.13992393490346955, -0.3019555716297832, -0.1534812824824959, -0.1587693307134756, -0.03964955496414414, -0.2856169955177615, -0.28059509956743817, 0.08470897378299855, 0.02939871513088766, -0.05938855825816619, -0.2998506202315817, 0.04865512495708941, 0.08924097331944289, -0.18649611777449907, -0.1658956942851509, 0.2505615437973925, 0.18370095641707868, 0.09133405861954333, 0.15531985018390626, 0.17924749406655216, -0.2758323684113067, -0.36716424125205993, 0.01599032144317648, -0.236300431618785, -0.35078125283974554, -0.08883016507989941, 0.4650648811092885, 0.02710609158289114, 0.21020512170929934, 0.2682559832918964, 0.030808270547117433, -0.3976241285465633, 0.22192016075179916, -0.32296801018870225, -0.1372631106236486, 0.4219602417288484, 0.012631543452968009, 0.12971918934397092, 0.0920656437382719, -0.2568774986172422, 0.42559224470670776, 0.3824780700523179, 0.09907667846976154], [0.18007386185665522, -0.12571112529911624, -0.07169000597072644, 0.11092655070189039, 0.18765400029118098, -0.00446100196244093, -0.0841534365987874, 0.1323737895632822, -0.0834920388549992, -0.25742294556427353, 0.06383380261218398, 0.24714438999963523, 0.20614431026498545, -0.3721871116361017, 0.4663965091505093, 0.016255117826856534, -0.034829187420863196, -0.2913141457533995, 0.024592399258890917, 0.009060454069538149, 0.22199077423784724, -0.2637353873039663, 0.3466965849273444, 0.1761577848479583, -0.05577886636189028, -0.059338574752711634, 0.15665786361783923, -0.158165121830633, -0.07787781412982778, 0.21083537588417545, 0.23612395063918473, 0.21144555763042003, -0.09792656627086375, -0.06456271900428359, 0.5837717572792707, -0.5503333825449234, 0.12019711518052659, -0.1958589380901896, -0.14156716197435598, 0.11348286045553536, 0.06079655385773805, 0.18524599818973872, 0.02605421752559161, -0.10678740468575479, -0.17724892071366943, 0.17433503691589242, 0.25214422632814415, 0.044619631526969745, -0.06609401085848278, -0.033546666430598275, -0.5327390536072962, -0.2822779454719888, -0.07095061082920924, -0.08849600817518788, 0.19912405217369195], [0.30310521460741124, -0.4895327323804616, -0.09479744140052597, 0.34861273193131986, 0.19034740411706583, 0.21597980132666897, -0.1453173744145465, 0.0712810770719669, 0.21416881823337458, 0.38879276628328735, 0.17757878992865353, 0.169768875241965, 0.11615686061742053, 0.12766088626330765, -0.48680301509137913, 0.28795006672538437, -0.5627972801477293, -0.09122663957377349, 0.30366255989938395, 0.20864523687915462, 0.01301085639213256, 0.6053662680877816, 0.23191529428531715, -0.4262601982780942, -0.37624872790135677, -0.07679453646885964, 0.21296484355892292, 0.06708141187943052, 0.7502484686498998, 0.16622125599218435, 0.23558315500572669, -0.32061285927151545, 0.23167535878815568, 0.15704342180800004, -0.4000406378849435, 0.051418870178197025, 0.12976650862352057, -0.18511092731517376, -0.07966563204248696, -0.14353414189449382, -0.027934131186834146, 0.14009578927538474, -0.1078898366184197, 0.052384842564844845, 0.15791340565786252, -0.015512326639177558, -0.006862581267382281, 0.3106324831981837, 0.37515779910864266, 0.6275540261214164, -0.08454670721216279, 0.18637720248669334, -0.4469107517804024, 0.2048400644634553, 0.02016909656821714], [0.5995225035781064, 0.0321622656983314, -0.3866000511641251, 0.219664826323064, -0.11003803595572872, 0.14891524452524063, -0.27036738456668086, -0.20330686958359065, 0.1590925746057944, -0.20941770767901757, 0.36376701293439184, 0.19780747918212732, -0.06792554911840785, 0.22997569527710046, 0.43008402000738044, -0.04574608526675717, 0.012771167584862974, -0.23154028142476218, 0.02367592448412193, 0.025476496885611634, -0.011088180483332415, 0.502934864100573, 0.2022985335530364, -0.44107531824927804, -0.209512010069784, 0.1957117388803866, -0.03335986010456598, 0.0831423971495038, -0.028783471426329903, -0.209587350053021, 0.6535076503811176, -0.1146953869261674, -0.38840611951327625, -0.020032653640881106, -0.4071500157463685, -0.08066939214029706, 0.3131825866960978, -0.2961484609926841, 0.08926700630016987, 0.044756308598056904, -0.1421283174797099, 0.20813538274462115, 0.2210267518742679, 0.45062632998796515, -0.07269538021801522, 0.14518775847827387, 0.20295129708976348, -0.26596296361965127, -0.35700520188833973, -0.1092455433824174, -0.1492357531323749, -0.10740360682703282, -0.293229846605009, -0.061933023092207704, -0.3920462699206997], [-0.3284367486042163, 0.22497377112101347, -0.19794597303560219, -0.38025078965202086, -0.3135403259116446, 0.11659598825821042, -0.0989290874586529, -0.04061606065843207, -0.2576213332628009, -0.06433238699984396, 0.196586186504092, -0.2578056986523231, 0.2394225935527792, 0.2208555879768151, 0.12161153056917468, 0.28716761623761883, 0.11815744868426666, 0.7343643927196944, 0.34663138689958156, -0.15803589630812304, 0.1732197241970347, 0.08898762196159946, -0.031564836082777964, -0.09838112292370929, 0.07776578245788197, 0.20512650610054922, -0.42516634730282127, 0.21122446540730253, -0.09282121433116698, 0.09959011164613117, 0.13038003995241418, -0.06465813480167587, 0.23799572424529067, -0.030500848775281975, -0.06383775010531083, 0.4252816160518462, -0.2820010193333987, -0.5751835155826298, 0.16473991965623053, 0.14954956505644273, 0.2441107780305318, 0.15460100860241674, -0.40683641537150755, 0.1644500802853172, 0.01392967264607577, -0.17911498929801967, 0.05046876822158808, 0.06615803863618519, -0.2323023663122266, -0.02626501796351737, -0.4508216617048194, -0.16203516161614287, -0.07841879554610363, 0.4278369814579303, 0.0884735138738233], [0.24477276144823001, -0.12552472119798083, 0.0196968409584537, 0.6864680409205522, 0.10448631015116883, 0.1253443283208844, -0.2035095596649159, 0.38446634465538193, 0.13842175254255118, 0.48884740023470463, 0.03704395437414111, 0.4236527959070374, 0.19619702107738798, -0.15199251333044275, 0.14561612701199442, 0.15779581401545764, -0.11614554064186453, -0.06209292359038618, -0.08227477431659269, -0.3310542704030713, 0.2760854855821365, -0.006997947520544858, -0.03730562392812505, -0.3161619245446143, -0.6146111848854051, 0.22483448200618295, 0.3066506903627022, 0.09964965437956369, 0.14202874662123716, 0.06854738886072875, 0.15606426552989244, 0.2643203235244173, 0.04308202340658551, -0.224038887274939, -0.3085656426087311, 0.11551134062928112, 0.22833337476324714, -0.0008488181802381173, 0.09622406666345566, 0.05675751133244642, 0.0855571515656911, -0.2958337413068591, 0.11488348376032827, 0.16744213213253534, -0.1193853303420092, -0.10504860464258399, -0.23772703726594588, -0.42587170024939397, 0.11434866236377524, 0.11139782577486552, -0.132201580425742, -0.23013608633554955, -0.14668833646301147, -0.027740806704183676, -0.0987410610448406], [-0.12384635635561768, 0.09327803935356059, 0.12269960018196682, -0.15164869731657896, 0.3335870150848261, -0.0182925828228385, 0.1658527450724347, 0.3556698748600103, -0.056826825110333545, -0.4400217830181148, -0.30190941021810813, 0.4494210191231311, 0.37667794635101765, 0.4585292718973108, 0.08577905550712783, 0.10136006522476601, 0.08544030352199769, 0.18320628534768404, 0.4255349821490593, -0.0830151350485007, 0.02705179216838749, -0.11662054131364175, -0.1676655525942185, -0.3150528398866158, 0.38079694395546343, -0.30363948647098415, 0.21369294814680295, 0.16599771618553158, -0.286114155969733, 0.26092274745139954, 0.0674312179404583, -0.2042548787339159, -0.05663881984841743, -0.02852454984567327, 0.04331177125300681, 0.27829278822552156, -0.08073286058943911, 0.05723323571193827, 0.06198854880447908, 0.41933110494208475, 0.25417436850428643, 0.21543318921453425, -0.6053846364233592, -0.1807637883426052, 0.08914642794017809, 0.17185914905457128, 0.08986147104098591, 0.23926984164760923, -0.12877295415847012, -0.2348165681019852, -0.18934099483993952, -0.2790698171829191, 0.09217671530459612, 0.045309555793426826, -0.00021546451625464869], [-0.07519181173445563, -0.17470560166144783, -0.0734865273970545, -0.25857441105238205, 0.1253631768226839, -0.03596998859851464, -0.14387872663022805, -0.08427194578816935, 0.0321804677865264, 0.18819118440597446, -0.19421219750183893, -0.22111770215920434, 0.09795970110413327, 0.21925963668593507, -0.11510777000341726, 0.37666953354191945, -0.1141239027355588, 0.22680987197708946, 0.08086818269048746, 0.19218873057151153, -0.20580221940162957, 0.025538817089983762, -0.14522228277857296, -0.366921705186498, 0.08731982883232586, -0.029399111971525282, -0.21972443907086256, -0.21041494025092555, 0.47783081848735237, -0.12568220593280266, -0.046489357784054205, 0.025413950048075416, -0.2609998863725246, -0.025423721877968417, 0.31450970742407247, 0.34663414360012273, 0.22639343386163657, -0.005812371621160099, 0.3084915557610056, -0.5033831622865313, -0.5504815123285198, 0.4419606490894148, -0.15545908045573892, -0.4239887395932739, -0.1837222143505864, -0.33685338060414516, -0.3189073124621876, -0.011283737347370672, 0.057885849021080654, -0.25757286316233086, -0.311238460427382, 0.18607792273165719, -0.14256446936679626, -0.07996550295368544, 0.2126369372069548], [0.32548390505117564, -0.24629099138186333, 0.11106283461968286, 0.1656078288225337, -0.4249244987412699, 0.0705389656933004, -0.06486070006202208, 0.24455205894900292, -0.07034249841768098, 0.3943118570548173, 0.1713832379452671, 0.0021523772021122163, -0.05897487079340928, -0.22823116144919, 0.41811981232923023, 0.10697367376509076, 0.1207632961132529, -0.037005991906775074, -0.006310118575364107, 0.22090081589587018, -0.16928009434985541, -0.005965729700103544, -0.11800362285101737, 0.16375601188174294, -0.599286154361055, 0.4124812649960105, 0.24876553129855358, -0.08913988933366879, 0.29277979404633325, 0.22015185876490687, -0.16583340200322275, -0.41852136788993255, 0.049986105837105596, -0.3410407061142049, 0.3894615784135932, 0.21988653613180337, -0.07118691649991274, -0.21867776726867164, 0.08854456518154721, 0.012923139230727253, -0.2075202569844981, 0.23483924304738182, -0.27023386172087294, -0.15999980988292264, 0.2743970166793903, 0.0922525980538931, -0.014947812685197069, -0.4908394951123841, -0.43531409645819147, 0.3022516251586375, 0.19483434040871123, 0.25655191219272955, 0.4747623457794764, 0.28049321099893515, 0.25550333929827734], [0.4816182554068948, 0.022249595269090604, 0.028523254043272554, -0.056693912838853326, 0.2587765706951669, -0.13060594653064972, -0.013778541198385286, -0.35077858735928374, 0.05730398216631158, 0.42336401698822096, 0.04162206784507429, 0.05692531253707369, 0.3414270242323689, 0.39152731306715677, 0.28541304915532056, 0.17218315288925937, 0.49472667668790865, -0.000807399344204443, 0.017295091206048226, 0.37287033139992376, -0.02240485072723392, -0.058679783622700585, 0.05864386458718365, -0.2746920586753983, 0.3902257973217768, -0.23424734973494896, -0.550458541494817, -0.3761288951621864, -0.13283170688014156, 0.05003893906615788, 0.4103799639349889, -0.10781667294660095, -0.11797497891482855, -0.16240028551611815, 0.06605696478780126, -0.24232577323617066, 0.017702141572832307, 0.1433987852001296, -0.3843633343454769, 0.42755493855956594, 0.09448032644017958, 0.2422288223202707, -0.3294031392906525, -0.467836420651261, -0.3004723067297196, -0.05476527995686416, 0.0587894518054775, -0.18563737852164533, 0.21078627113038545, 0.23465182200194612, 0.28666216704460784, -0.3072876878735181, 0.29945790953273355, 0.04440104259741774, -0.5295504284699175], [-0.5565407914965893, 0.3583388788210157, 0.013390430890080237, 0.1300104809560834, 0.01067782174143312, 0.28181292949435144, 0.08129075198803333, -0.3209895631451412, 0.22363092516489336, 0.13406852367460825, -0.007661647481580583, 0.2754634261105765, -0.20783103575653972, 0.10298916633401857, -0.4375992111077842, 0.14946617898988893, -0.088177339605614, 0.2548958428644543, -0.054211020859827375, -0.09216606626027489, -0.11780291711709616, -0.003934709978944705, -0.19155008671294912, 0.2255498265685204, 0.35192434332295364, -0.39460847422917916, 0.0790666513541443, 0.016066865311345636, -0.05118002887187609, 0.08623350449456679, -0.7460341508394428, 0.15488817806416783, 0.023839934899846316, -0.22502671917807365, 0.14859709176446267, 0.3530857660309079, 0.10207504605298985, -0.16585536441670057, -0.26962458223158714, -0.17314619301207423, -0.1660937164087022, -0.004397177200073658, -0.014449011946997969, 0.03575599672003393, 0.0554681526738087, 0.26890584656698063, 0.25530872955901074, 0.1765799253569269, 0.47991863825002307, 0.21827817951142087, 0.14656863923509234, -0.0365834350319246, 0.5001313722472507, 0.12611069937835712, 0.14577325721422302]], "b": [0.23209911949489095, -0.12778950560821745, 0.004313609193114083, 0.15054141913417354, -0.5229283129579534, -0.04667949762373312, -0.1538568150338706, -0.6412732556050562, 0.2747511768812869, -0.023440239050477492, -0.1635122423112929, -0.19866704248969258, -0.032785109779656985, -0.09078378958726246, 0.0019480500657270017, 0.17271422051243615]}, {"W": [[-0.11544588684642418, -0.19253742405861843, 0.15185228597669442, 0.30013087823453083, 0.4665457365206864, -0.08795170919466908, -0.08248517446305806, -0.059432582974694045, -0.24199045512797868, 0.06931918117304427, 0.06747648518921304, -0.26469861275361967, 0.023039843318823264, 0.22439071251061904, -0.04462145867726375, 0.04716797167458217], [-0.30017578737320677, 0.02598304498367557, -0.06573877977648142, -0.008558553963963822, -0.25698264411125893, -0.36657936757783843, 0.1954694284570136, 0.2929275927754465, 0.05220214886114152, -0.11189227089424332, 0.015433233035618374, -0.31551696060025114, -0.21309775705435527, -0.09097390256020096, 0.6543385943182957, -0.22951119294746927], [0.5104016722299385, 0.261824251805657, 0.11985253070234621, -0.06395012136901956, -0.7216673542422531, 0.20666967686854815, -0.2096280620555729, 0.4391428652309915, 0.038098130673215574, -0.239428116742749, 0.1980433386169349, 0.04008093938107343, 0.16014194925028621, 0.6549542293171489, -0.26574526186731395, 0.3843585781179308], [0.46477715484913784, -0.08191156949335104, -0.23183844098843445, 0.14729056153539924, -0.008366942104652782, 0.1973340311907546, -0.2566068677477654, -0.7759448626368457, -0.630374763044572, 0.0572992282201046, -0.05921332808012723, -0.31559910445774536, 0.12686215862884562, -0.24583961181186262, 0.1546374897004343, 0.21995196417030585], [0.04386989044023549, 0.3443904209642518, 0.12708929821041604, -0.19742523923411043, -0.49269995904044844, 0.22543870389199117, -0.20347594200438793, 0.22620907849559824, 0.3072899432417042, -0.18895886282506213, 0.16682516068150807, -0.16324579642336406, 0.08504634443786488, 0.4941982679032627, 0.34419065589533804, 0.16052996808531086], [0.08223557380510432, 0.14882440276722855, 0.3224513517045364, 0.06564686652508762, 0.037152371471167005, -0.5527707156273767, -0.014901836534265103, 0.01912486824877791, -0.1256102271706828, -0.013994293654253646, -0.10714898807370225, -0.09997124210505169, -0.13396186722744646, -0.11221614463859675, -0.020245843422174968, 0.27134084338322645], [0.2566674501289431, -0.03906532101658029, -0.15883847731426184, -0.12489865654741661, 0.14661145222668062, -0.16954687532531018, -0.09208445114151301, -0.14652426409959468, -0.23397467193465848, -0.023823162112593495, -0.6808897144103754, 0.17749864449769423, 0.17434261396992243, -0.3578797192919248, 0.31796047022317475, 0.5019060813432871], [-0.001548659452719413, -0.2747204059816424, -0.11611169843696835, 0.03592662725383369, -0.21706395867501607, -0.09868740680610437, 0.059429433790407035, 0.2316986071321551, 0.20969008352271082, -0.11290329872733577, 0.17570866344206915, 0.14545745045245737, 0.047663428082467124, -0.05589184420782414, -0.2042329769952868, -0.6964814657890651]], "b": [-0.5767144195273178, -0.04308740426384122, 0.5510307726754786, 0.18589672030446405, -0.34359387429540345, -0.019654107180576225, -0.28031137971722536, 0.02682106179172187]}, {"W": [[0.19261289264761897, 0.364924360779717, 0.2371261521035497, -0.27151498097789684, 0.005633396485971505, -0.2157727433618105, -0.11952577227025954, 0.23063562216397468]], "b": [-0.49694000274401634]}], "training": {"phase1": {"device": "mps", "arch": [55, 16, 8, 1], "epochs_run": 21, "best_val_mse": 0.243467316031456, "train_bars": 11443, "val_bars": 591, "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": "d42effbf2e64a6f33fd245d1c6447fd0ed85831fe4e6d463395e026802e5af1b", "train_window": ["2015-01-08", "2026-02-28"], "seed": 5649, "regime_filter": "all", "created": "2026-06-25T13:34:29+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": -0.822402184129211, "fold_calmars": [1.754756177302794, 0.09598098681920023, 1.8070706235378249, 5.22881616670498, 0.3187013163427152, 0.0], "fold_mean_calmar": 1.5342208784512523, "fold_min_calmar": 0.0, "robust_diagnostics": {"valid_folds": 5, "drawdown_penalty": 0.0, "pnl_dd_penalty": 0.16666666666666666, "trade_penalty": 0.16666666666666666, "negative_fold_penalty": 0.16666666666666666, "fragility_penalty": 0.026, "fragile_0_05": 0, "fragile_1_0": 13, "trade_target": 15, "base_fold_score": 1.0739546149158765}}, "recommended_thresholds": {"i_long_entry_activation_threshold": -31.432407644583627, "i_long_exit_activation_threshold": 42.44134332133467, "i_long_exit_activation_confirmation_threshold": -86.25204934943412, "i_trailing_stop_threshold": 0.0, "i_use_long_exit_confirmation": 1.0, "i_use_long_entry_confirmation": false}}}