{"version": 1, "asset": "COINBASE_BTCUSD", "timeframe": "8H", "arch": [55, 16, 8, 1], "activation": "tanh_closed_form_clamp20", "feature_cols": ["stoch_norm", "macd_pred_norm", "osc_norm", "totalvol_norm", "m3_momentum_norm", "m2_tiny_norm", "newaddr_norm", "stoch_div_norm", "vwap_div_norm", "stoch_peak_norm", "sendaddr_norm", "m3_div_norm", "bearish_engulfing_score", "m2_nooff_norm", "m2_div_norm", "bullish_hammer_score", "bullish_engulfing_score", "shooting_star_score", "btc_spx_corr_30", "dxy_roc_norm", "vix_pctrank_inv", "btc_dom_roc_sign", "us10y_roc_inv_sign", "spy_above_200ema", "gold_roc_pctrank", "mvrv_zscore_value", "mvrv_zscore_cont", "nupl_norm", "fed_net_liq_sign", "gc_position", "us2y_roc_inv_sign", "yield_curve_sign", "sopr_norm", "rsid_reg_bull_norm", "rsid_reg_bear_norm", "rsid_hid_bull_norm", "rsid_hid_bear_norm", "rsid_rt_bull_norm", "rsid_rt_bear_norm", "rsid_slow_bull_norm", "rsid_slow_bear_norm", "rsid_delayed_peak_norm", "rsid_delayed_dip_norm", "oi_roc_norm", "usdt_d_norm", "basis_norm", "cvd_norm", "btc_gold_norm", "rsi_subtf_norm", "bb_pct_b_norm", "cvd_norm", "rvol_norm", "active1y_norm", "hr_norm", "sopr_norm"], "layers": [{"W": [[0.2548812111614559, 0.09488706923403016, 0.14165644471043137, 0.16678119453209475, 0.10538492175042283, 0.04438713169441534, -0.07249603894844985, -0.006256821884375513, -0.19035322085930964, 0.0736755757482227, -0.181283677086707, 0.001166753854681929, 0.14157982915584372, -0.16996929580742912, 0.06581761076705375, 0.5015619632097944, -0.16651107569010312, 0.15875899886517478, 0.4143798410934904, -0.05870263288749152, 0.4148732902550338, -0.22669125315115565, -0.0012075692382228897, 0.06957400813707319, -0.016432104511606642, -0.008553402255380482, 0.22971950595793855, 0.11090008649683364, -0.03217494424906635, 0.04772607534773446, 0.13042964378608018, -0.07583837488703232, 0.24659029918724343, 0.04681691670891246, 0.09534851475006234, -0.17012980173151832, 0.02255699569782511, -0.22973981875904503, -0.09804370492864038, -0.0036456849256589555, -0.09240362487483639, 0.06849603205015378, -0.2787938000004385, 0.20496732412119675, 0.27608682595794987, -0.4773473096963741, -0.03587198578103874, -0.03513498579899601, 0.11801067039707913, 0.04123457258197799, -0.41475846203304323, -0.14995871656088033, 0.011132766429550398, 0.062244164008467516, -0.07755274348639958], [-0.19389879612543198, 0.30437629884472, -0.373784298343228, -0.09148789026802505, -0.29734267777502654, 0.2301423598213311, 0.21612599649469377, 0.3453082410450419, -0.1278879932463617, 0.4000400126247549, 0.2336691121030076, 0.027044148620688727, -0.09882302380818733, -0.08006800948643926, -0.07185480395106861, -0.3564160093982633, 0.07518779997386732, -0.2930119129694061, -0.31951798529917735, 0.2078574280742468, 0.12402277863023545, 0.2774809350996605, 0.2847101295952181, 0.07660780534247577, -0.421436752342413, 0.09881580307015658, 0.41416871402922206, -0.22562964052111525, -0.1901076327030225, 0.10076524508610457, 0.06142680667723435, -0.2669048454945919, 0.3856222376896562, -0.0609992817566725, -0.4119230716372077, 0.04755341199185874, -0.00839813691721835, 0.1240228498967843, -0.1622425604590463, 0.02221271098295991, -0.18522216236596642, -0.1969123960331841, -0.10108109168420083, -0.06850515766446297, 0.00446222167229773, -0.10287595540641228, -0.14511434575319532, 0.28620214884272144, 0.2241502579474694, -0.19204160026202427, 0.2646057872856329, -0.009562376112841196, -0.32652509540916563, 0.06247729513660987, 0.3450802629554629], [0.13078862344349235, 0.13725169101359258, -0.13556592177235868, 0.010845675281615036, -0.21993543644209948, 0.12598874834355117, 0.06343413181258213, -0.13386035474905605, -0.5559422251805403, -0.0435924080650777, 0.16131009497949778, 0.4814060893179511, 0.01627138103865977, -0.01832264240222866, 0.11178625126326835, -0.5620758132900604, 0.126579896848692, -0.005581155313926951, 0.08943374019095326, -0.2260198077087346, -0.24089951447222385, 0.04224955030845084, -0.4353915976360341, -0.08450575143934293, 0.05995829378585735, 0.13313996576554638, -0.41247007798253893, -0.2369030981600061, 0.12160853851893318, 0.03440418706173964, -0.15123625320882567, 0.05203230193587692, -0.265034342586522, -0.03668715718806131, -0.15530837742705633, 0.08182122038282301, 0.057570093773666065, -0.24349034548793594, -0.18460846702188038, -0.10712569525510848, -0.11577585038567334, 0.5288103714783612, -0.1442101735363398, -0.06590742272024297, 0.1998617810538819, 0.5243335912891474, -0.29303266111291115, -0.18009408030977422, 0.02704551275902735, 0.30567289279483645, -0.17234049522613762, 0.3180992558010109, -0.04218345597663186, 0.315152871773899, 0.3031071634413977], [-0.16013891437382297, 0.04732854176408642, 0.02993772092551444, -0.11268358623767002, 0.15482810267027358, -0.07553281153068793, -0.014325443912913762, 0.2897571163492673, -0.07152328052641056, -0.2947982103007456, 0.010979976464351338, -0.16260463137592912, -0.265066317345596, -0.0758849761460284, -0.4293983822795865, 0.15688302447759217, -0.05655827887838778, 0.06276108653514544, 0.18175420105324896, -0.04336980524478076, -0.00599938917106807, -0.09737541842778775, 0.5472266124269094, 0.37016645658811204, -0.14032300351479987, -0.0009762626389131501, -0.15189905907850745, -0.014755419302200175, -0.07029028780974503, -0.04340457151901994, 0.06383832356587428, -0.6072812790383029, -0.10424439298952387, 0.0825414570513093, -0.37496324696606304, 0.004674932075546288, 0.36402528897143155, -0.14598452293111058, 0.16002899466289486, -0.03867310954685767, 0.409901330750307, -0.09052343445872471, -0.16459695693189685, 0.3396689265438625, 0.2863815424740745, 0.2053875781840115, -0.2656838138616298, -0.09608990771485042, 0.066065705412374, 0.04936695556529996, 0.11035657458771932, 0.012957932726848382, 0.09665954944100423, -0.1765249014094595, 0.23705301686951719], [0.022361518683846716, -0.17103802143764787, -0.4380387765785969, -0.17300899895924107, -0.05174341066160639, 0.08492666813152025, 0.16655426118229366, -0.10864322911287039, 0.13795145423621993, -0.3310131009551983, 0.18989890809156318, -0.09217776501916428, -0.2439682539362845, 0.12190991028640463, -0.13228502142468915, 0.3676752881910978, -0.00466527103177981, 0.425900373156089, 0.13477545568607233, -0.034115232947719384, 0.2074760251863603, -0.30466782439479084, -0.11210922995127169, -0.43526629840898645, 0.23620314606401993, -0.05904837372782813, -0.2124765349438043, 0.6999471638036393, 0.04427122033213192, 0.018767275839648566, -0.32750132306701124, 0.0618843239730092, 0.25714888528391916, -0.23983070149396185, 0.004975927972037976, 0.6138498968378849, -0.06549640974554276, 0.06425903962490379, -0.369255078847807, 0.02013396630060453, -0.19674140941197812, -0.24017092121438624, 0.2940336255896735, -0.3997795793100393, 0.08050643325308493, 0.09157713873700285, 0.023919599989498525, 0.09520961859828159, -0.1066609184907502, 0.05744641610003483, 0.07241051883753993, -0.16603386466672623, 0.21152158076458677, 0.06239602486156538, -0.28022013980311405], [-0.009243559209546358, -0.14456935203088483, 0.22471661560634787, 0.029334867223532065, 0.04331111190253116, 0.38458243121223795, 0.19262135697428165, 0.009174731595147178, 0.1270497479569636, 0.3056280918365418, 0.015611930094162313, 0.1992993991005595, -0.17236083945022726, -0.2145538929664666, -0.07003433034035168, 0.03927128476215497, -0.0485298400066278, -0.026781368916444157, -0.025448587763420707, 0.06553150365366511, 0.08590810645414712, -0.05165498851860373, -0.3208008818276617, -0.07174430878470932, -0.05998549863859244, 0.05877188797610382, 0.4628345178264085, -0.11590001166368126, 0.07822216090389385, -0.39761571783972843, 0.1323985174085755, 0.166677089775917, 0.46033569269552277, -0.34300249308796676, -0.45941275814139465, -0.0415680004626402, -0.19421754407164257, -0.17425656974078613, -0.33395520223365394, -0.22041659632794708, 0.058762655938528065, 0.1475842033461486, 0.030413081578801657, 0.1300395611770328, -0.22101901536458793, -0.19727131227084463, -0.04047774859166961, 0.19117477127904264, 0.0705443882785676, -0.22955126103674653, 0.1446531551272302, -0.08211919023310119, -0.3682520166904819, -0.19175892183285675, 0.09386580775692602], [-0.46527625035800696, -0.19614851134776462, -0.4165944955564514, -0.06295044034094682, 0.13429975113146927, 0.14766128218480837, -0.1872949537099384, 0.09216296544411597, 0.3398382019075339, -0.22776987547074024, 0.14725426697160984, -0.0614497759596184, -0.2609571924896349, -0.1347739288878702, -0.18428582046649342, -0.29797977863240954, -0.29213878103856833, 0.07571093217692547, -0.1704230818268836, -0.050703886488029884, 0.20985999026874183, 0.024333743768053036, -0.2292265192082716, -0.04706401065335884, -0.09425464440616968, 0.35222993679807224, -0.2479181993243748, -0.21662836973289068, 0.165624856512721, 0.2345171797571975, -0.1773628028732929, -0.02596259139446251, 0.17378478116570367, 0.3066908919517828, -0.013007679787258163, -0.20150801933252474, -0.16861662188454923, 0.2236899328682489, 0.09179610700123085, 0.11953089557114774, -0.04670508832650375, -0.11001860075053195, 0.1325541002239401, -0.435878813908982, 0.1615957780060767, -0.08729038224938604, -0.4367075864031367, -0.21942860198292097, 0.2779263338752094, 0.10546833793121177, -0.25401875566125925, -0.3406644934599331, -0.3079202395102834, -0.34283557773400875, -0.25246286646100846], [0.25957612356653986, 0.3696922244961731, 0.37562727417081904, -0.5648441117467331, -0.09529239094362507, 0.24046414269836744, -0.2657058771761122, 0.05938358431060797, 0.13411488613942338, -0.1199311561171762, 0.30027992420179733, -0.08538434716951747, 0.07873285070706249, 0.12113002188866658, 0.38688514675087676, -0.14846308647832895, -0.14788394974431207, 0.04197410921450884, 0.5010831774793342, -0.4049304888209726, 0.11319235924492517, -0.3499673849520164, -0.05161185275659113, -0.4591985676749508, -0.2277373066316466, -0.05624638522523918, -0.024054369607164353, -0.34585318176792607, 0.5475278545770933, 0.11216558797875806, 0.40965618875670184, 0.3976433229343023, 0.24403209180111848, 0.04492363306191356, 0.43814942314952504, -0.39509280415701953, -0.16493563000493427, -0.2766871884565534, 0.2325422423666167, -0.1872766155950897, -0.12076806533703577, 0.1057146011461442, -0.16663183689089864, -0.02158865306706586, 0.27022331050827536, -0.04953221091380147, 0.04248241377572855, 0.28233772330451945, -0.5199851505577064, -0.12970778881990308, -0.04883398483621269, 0.303863295369867, -0.5168912076048988, 0.2959449477344387, -0.06349236222736249], [-0.15897417611427492, 0.42435266249096104, -0.30047852663201113, 0.19970422915703778, 0.14706745083490175, 0.18769870305583092, -0.15499340292094876, -0.09953342933787757, -0.2385095281176125, 0.36998329680053055, 0.16432096370772478, -0.03554817416961254, 0.01681775061367382, 0.07805708686630715, -0.016246627989808866, -0.007704851974310064, 0.013004225567198593, 0.23341684629351314, 0.03405514210900719, -0.11971747508829991, -0.23309730390257577, -0.07164839674633536, 0.01253648764516721, -0.2319127068100866, -0.24528489613303314, -0.20657273475066432, -0.09349160533020126, 0.07212451925034384, 0.37692939771645184, -0.019019978365098632, 0.27881180667562555, 0.3827436841713358, 0.282879628420462, 0.34065858339709804, -0.169329129996633, -0.13076390661627324, -0.08156890568356213, -0.2008256293429736, -0.13035964720286827, 0.21831950857053317, 0.30981579761081113, -0.10645872809605667, -0.07471180802593083, -0.07832383462983025, 0.08792485005733157, -0.0538894079595863, -0.2380397133039544, 0.48379520799233383, -0.11847940405468783, -0.09913157662687307, -0.2977808884238886, -0.5160329093694628, 0.20504580281127405, -0.058299505693622994, 0.3344441049170227], [-0.3506907323040563, 0.10126276405946, 0.40995964959915815, -0.04306548752560177, -0.2977186181023668, 0.0023240666200423686, -0.0857755262755154, -0.13968237134811587, 0.05872742930256524, 0.12174980540176492, 0.16963751676354255, 0.34369872633892146, -0.12808612001065353, -0.13857578130556988, 0.1554088159114711, 0.022281882471257404, 0.2736368198574814, -0.20003153267647672, -0.4009488264773937, 0.42231976609250493, -0.11860774891978765, -0.0693804819713564, -0.22271663495345032, -0.1991092946068679, 0.056672072101725694, 0.06603097441160993, 0.5347619278068162, 0.027736446561102895, 0.15577781861792317, -0.07476068393602125, -0.07619738944383228, -0.07925769002447325, -0.03287301736228746, -0.0896913618737572, 0.24132539301053596, 0.17424155954176918, 0.07018489713340295, -0.31370382549776454, 0.32725351249671103, 0.23530083802581794, -0.015612952890668542, -0.20674153747286586, -0.24755399645149376, -0.055034106650219294, -0.20266299800242402, -0.3874550522743827, -0.24335218928599184, -0.22469537399641024, -0.02135610073778879, 0.15233796825543477, -0.1386879967033445, -0.2814279897105948, -0.06989076586790186, -0.2036635167436001, -0.026816344566835786], [-0.20504388854675196, -0.08656680389412363, -0.019785614458598534, -0.14222714490592, 0.2740804870851569, 0.09804970985940342, -0.3812473038014397, 0.1597228014635704, -0.48277193051142697, 0.060946064253332065, 0.1509449456554149, 0.39332594869088766, 0.10899631920446501, 0.12190105383514462, 0.6552814265307523, -0.46560441461952534, -0.3299062344886139, 0.25369617220709867, -0.356320091579992, -0.4730049372261318, 0.21303357895290498, 0.13597307104192308, 0.18072447402040698, 0.028827788467713167, -0.018938150861299075, -0.20364062187298965, 0.05053875402888591, -0.3808365109536249, -0.0934059910768815, 0.13188108353768102, 0.0034073674102236273, -0.24316670847213684, -0.018351295898739028, -0.14468105248560043, -0.4737586142075402, -0.04420798832343507, -0.3325915399507421, 0.28044140941744966, 0.029384126292761062, 0.14946952057680513, -0.01722647948404342, -0.0941446891929563, -0.14382758883767494, 0.15206314304308363, 0.16648837465734503, 0.0911735802812269, 0.059282553631077144, 0.05325550401850792, 0.20946536846329428, -0.15147600310302617, 0.06957146148625709, -0.18362926688732634, -0.03542913578733025, -0.3292485835068014, 0.10033087129298512], [0.3540582392269519, -0.20827172588747797, -0.11067125694656067, 0.18153253250749968, -0.5631405643525308, -0.03953611478141127, 0.30846834051526134, -0.10553706679291439, -0.545142814153188, -0.038004939671587606, -0.15113277954314824, 0.06419750299874603, -0.13119313091539225, -0.22266061239400844, -0.0770232556924962, -0.17096532751225915, 0.004801106470427533, 0.11831795565069557, 0.05213350885956951, 0.416733577372576, 0.35082660372973473, -0.4574402703290374, -0.12777950264656096, -0.2805827206697145, 0.28034520009207964, 0.29783463986925324, 0.1437557330634116, -0.11657690158559662, -0.033142756942560664, 0.2529619781213351, -0.2035980478574318, -0.32532026780197265, -0.1904061223633324, -0.03186759495120955, 0.3569344692181354, -0.04449580366406238, -0.13218129732206557, 0.0767868641175094, -0.23638160480002926, 0.2729871819695907, 0.025204746153497423, -0.13951989954477662, -0.38181791717679614, -0.12050859108460055, 0.14297270082173222, 0.10645477773429436, -0.057478534639973725, 0.12241871185733028, 0.09098751761930587, 0.09001777895766121, -0.110930035676128, -0.17264432638031163, 0.22778178942117064, -0.4521057275423117, -0.19033150834839088], [-0.12561826927670985, -0.19920954773849597, 0.05518909202530775, 0.035419618904822384, 0.2145390814140626, -0.20979387104952962, 0.13888325742578472, 0.07663804652393515, 0.06251986463165687, -0.1703348328064519, -0.06654588985656544, 0.007162397546421284, 0.05845471406103826, 0.28565192439433057, 0.1123031341092823, -0.05425469890013812, -0.10699160113783332, -0.08616268433389718, -0.4600824818499409, 0.3867464986055657, 0.3934889440862045, -0.4961082196357552, -0.32188724234207394, -0.13912364751760578, -0.04013291201510443, 0.2965599544075512, -0.09037254656391433, -0.0501523186823659, -0.4582018693153735, -0.09506717381197707, 0.18437315449028568, -0.031186896342247743, -0.018176030386064766, -0.19580705112932983, -0.3335863451866297, -0.15600696038479783, -0.21823780275005236, 0.6180022541368352, 0.22817551464826205, 0.165336871721281, -0.14406481899816112, -0.13479699516670282, 0.2820728341196191, 0.0837640037465337, 0.2130941917909576, 0.10875721382595883, -0.24708668619457871, 0.2761443079089897, 0.08568003386198822, 0.11929571811512024, -0.08387555207942157, 0.030737369266456184, 0.4404640854247093, -0.28271035387419396, -0.1685207064654727], [-0.013881799988187556, 0.14429860112031662, -0.047539951891653, 0.2596957830434075, 0.010597945117306606, -0.015655164591591608, -0.21750702404549535, 0.5165066752737137, -0.12269783377720962, 0.13358168868145232, 0.11606849937572575, 0.32969218338718714, -0.04682364059773587, 0.0048508632632300475, 0.3741212445914161, 0.2110743102770417, 0.22862813672421933, 0.09533562371004867, 0.46386077599849806, 0.5087374064715169, -0.33735576357655034, 0.1496584094313851, 0.1464890415170731, -0.41223170314666235, -0.06558868005765946, 0.172798419195198, -0.11531746034838228, 0.12972615924954353, -0.05969654471683709, -0.14596280317010862, 0.014187790963092813, -0.08215462071678811, -0.27626403615857353, -0.06591627077175195, 0.17924150995774027, 0.6156387289741484, 0.00994965744759365, -0.18871427951875208, 0.15016112262919273, 0.14790536310384148, -0.13022359490427776, -0.10343625461419913, 0.2819193955360274, -0.03363506016124897, -0.1700395982675149, -0.26076464773582747, -0.04922382387547924, -0.7138175454465079, 0.1633637908569073, -0.43361022138235383, -0.18496132522701195, -0.28893102285073313, 0.33559079462908603, -0.32704649374246414, -0.14721120293429954], [0.29949366890707, 0.06385110207658126, -0.11754374079509482, -0.13838323600805982, 0.28610627242506015, 0.6937501963732037, -0.06501810577714136, -0.11246447242548725, -0.10983939879543961, -0.02519624569092145, -0.14391905291431514, -0.2366498649934376, -0.26512039900349343, -0.3372978417150824, -0.03567953640901472, 0.2736841479112125, -0.4527985388343446, -0.010172957613686227, 0.10329488413764948, -0.17657847898456386, 0.5578910351407137, -0.022803085508856118, -0.4610597719224133, -0.14217051935968972, 0.38420168442834035, 0.4280024370869449, 0.01234915660461132, 0.3071696242275086, -0.010022148353804015, 0.16929129644025034, 0.0854661983396743, -0.3423937736019343, -0.054872352399173, -0.015685916503623634, -0.12853516505844748, 0.09084879121048642, 0.0855582149304535, 0.18879276804516848, -0.14234782593400552, 0.34624937997834443, 0.10267432461829537, 0.04899714466079512, -0.14034765301400842, 0.030908245062124955, 0.47737336568812666, -0.3139264463405831, 0.29816203684937115, 0.10967353593066777, 0.06909867118817384, -0.021831900771650484, 0.13308962155921847, 0.06513495438688059, -0.310861792131149, 0.177715643627969, 0.18229209031498234], [-0.15852753757788599, -0.05623141797862398, -0.19405864492890346, -0.005788293677583434, -0.02821950519410791, 0.03865086344019307, 0.09119515369509547, 0.1188056991119667, 0.005962436875540281, -0.0679186817537584, 0.09663819660425627, 0.13100933625035632, 0.23644080495051456, 0.09921302762896565, -0.10656559241195127, -0.5849200059231724, -0.43126170801296726, 0.1462649171343645, 0.01668267495339345, 0.11477654275026505, 0.03025787484962409, -0.12038288606001718, -0.15628685691828556, 0.09009346426843293, -0.005816355750162663, 0.04430368702507134, -0.016885903011650147, 0.09977832029069311, 0.26285514343485183, 0.05134739080477572, -0.1294545301563725, -0.05766013785622043, 0.2705509697733822, -0.2525887184909763, -0.10347262411029981, 0.3264469048739787, 0.38717176978753143, -0.24906328955188434, -0.052948731763260856, -0.1667574533104234, 0.3097861234809292, -0.08179403667443383, -0.11869362607957568, 0.14553302086931422, 0.03196079016705273, -0.11818648894836517, 0.06896456630085393, 0.21565779527097217, 0.1733353818768017, 0.23552892994042418, -0.4034483804621189, 0.07389413686342412, -0.2667331695359576, -0.4886790705007994, -0.23771994174385985]], "b": [-0.17200590868613638, -0.19929535578985338, 0.23964572821169605, -0.20747987028709375, -0.14686913023666662, -0.3168152877162861, 0.18201332916986823, -0.2210333810072949, 0.2675192364293068, 0.4264727628863924, -0.028597112089262466, 0.37948609965797175, 0.09797164791951514, -0.34470321934094605, -0.14929789405384714, -0.13663019700093398]}, {"W": [[-0.1836992727965528, 0.4542699383327824, 0.15567696087639368, 0.1708313159351041, -0.3925489528651803, 0.02435217752497925, 0.1106493994505913, 0.06637546726309887, 0.6775227254709056, -0.1332077302815155, -0.09054344275597576, -0.2810042239772756, -0.23238489313920957, 0.0891530943050797, 0.36018797828836907, 0.020675502062844714], [0.20871478181042408, -0.15054260418197404, -0.4396108891142768, 0.2765034951400842, 0.0041328148467578985, 0.07317031780325886, 0.294417789183611, 0.27046414723173506, 0.19856134362867256, 0.059064046714579634, -0.20194324767037977, -0.4404673645674275, -0.10108326117952385, -0.13741541839185903, 0.26467591507050503, -0.11285081614736742], [-0.3730657247280949, 0.177946282444357, 0.33744705106753353, 0.11513924064188927, 0.1935916791837189, 0.18063351392543275, -0.17505275851871213, 0.5872459105279226, -0.1149731478598447, 0.2973559802896197, 0.051166252687735336, -0.10939958978740853, -0.23315447271497944, 0.37512651011282394, -0.04898859161578103, 0.07531714040620832], [-0.3085929050987729, 0.05562654552516458, -0.07881852018040438, -0.23795936279716376, 0.06458581203241906, 0.4958259272315947, 0.018306084674129475, -0.2021442733646876, 0.13130047866316202, 0.029811896869954713, 0.1340529204308746, -0.11458661745977114, 0.33010586773566736, 0.22790948175612008, -0.057243523401156585, 0.36933425354020805], [0.0006002168195302082, 0.354969077283971, -0.05002097269472861, -0.4861879307684579, -0.2805553750117322, -0.15740551595025193, 0.2894204169472829, 0.1596602513870149, -0.030128237919021826, 0.01865322653070727, 0.1851855154966131, -0.2619208893877372, -0.225219975542007, 0.05856173811568666, 0.2709610722073885, 0.12493672948118986], [0.552929914742555, 0.33354180110010245, 0.0840687964979715, 0.02393263565881311, 0.26534571051762595, 0.002991467387194434, 0.26244701648778507, 0.08184613868517952, -0.0007846331488410643, 0.26855319396435173, 0.12170773282528854, 0.003945127397712359, -0.3358539545268818, -0.18504054155539168, 0.20152459366885017, 0.058085354050152076], [-0.38665864048270976, -0.5872075327773401, 0.32744215956456074, -0.3083581056047625, -0.16157359639711413, -0.3271595969825547, 0.2701467418770745, -0.09403577933807897, 0.019527632966725765, -0.32791066202870933, -0.11007862913256333, 0.43726333087560004, 0.17396351861609866, -0.36683240977591297, -0.1868031274876431, -0.3984693274461726], [0.46427833363694127, 0.06360274582197338, -0.4902622003617192, 0.04152319618850111, -0.07785419503583241, 0.08953998278006833, -0.008940583799564618, -0.004096581810762487, -0.17119577496147623, -0.34000244036160576, 0.41250993146267095, -0.3713375501713213, 0.2523365047301056, -0.2606224949601349, -0.08783948874976977, 0.0027780445391588455]], "b": [-0.07780094083080379, -0.08781953091348035, -0.3952420759633207, 0.5530412596656378, -0.18857711343818195, 0.040325622462796924, -0.35217393853069207, 0.18552976407298288]}, {"W": [[0.2891892086897814, 0.17160428162932706, 0.4092929371718052, -0.42868055187130505, 0.2479259942925781, -0.019233017358869314, -0.24317066247934538, 0.2176771469015642]], "b": [-0.2652575442674564]}], "training": {"phase1": {"device": "mps", "arch": [55, 16, 8, 1], "epochs_run": 31, "best_val_mse": 0.27239149808883667, "train_bars": 3833, "val_bars": 366, "target_k": 10, "vol_window": 60, "target_scale": 2.0, "val_span": ["2025-10-01 00:00:00", "2026-02-28 00:00:00"]}, "data_file": "/Users/jameslopez/projects/TradingBot25/data/mlp/COINBASE_BTCUSD, 480.csv", "data_sha256": "48127c5b4565224634390995a2f6f54637beffd06e5038d9923a3508190523b5", "train_window": ["2015-01-08", "2026-02-28"], "seed": 2929, "regime_filter": "bull", "created": "2026-06-25T14:06:44+00:00", "phase2": {"es_popsize": 32, "es_sigma": 0.05, "es_generations": 300, "l2_anchor": 0.01, "es_workers": 2, "fold_objective": "robust", "best_fitness": -1.3778456145357827, "fold_calmars": [1.9444237131081221, 0.0, 2.820794746186685, 10.381552402620198, 0.7898197599517561, 0.0], "fold_mean_calmar": 2.6560984369777936, "fold_min_calmar": 0.0, "robust_diagnostics": {"valid_folds": 4, "drawdown_penalty": 0.03902900615634212, "pnl_dd_penalty": 0.3333333333333333, "trade_penalty": 0.24444444444444446, "negative_fold_penalty": 0.3333333333333333, "fragility_penalty": 0.022, "fragile_0_05": 0, "fragile_1_0": 11, "trade_target": 15, "base_fold_score": 1.8592689058844554}}, "recommended_thresholds": {"i_long_entry_activation_threshold": 25.978322764770812, "i_long_exit_activation_threshold": 109.95449727813636, "i_long_exit_activation_confirmation_threshold": -101.51160637854673, "i_trailing_stop_threshold": 0.0, "i_use_long_exit_confirmation": 1.0, "i_use_long_entry_confirmation": false}}}