{"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", "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": [[-0.041133074607221806, -0.1153683299315119, 0.3048484132375369, 0.050277988460202136, 0.29465167228779154, 0.03334146445022521, -0.38561294249651384, 0.07103095341680432, -0.046193266950198535, 0.21332861927397578, -0.05827707616430245, -0.2853223713541386, 0.24690874987771988, 0.039634760130126165, -0.09595851849810523, -0.3590838220749014, 0.03759829207458942, 0.02185903803597737, -0.1744176224289064, 0.026549231069236123, -0.04491374222764067, 0.061090303452181575, 0.05264117234173378, 0.19159903654445667, 0.15709016911766105, 0.20214949419715872, -0.14242737581724696, 0.0673666444403779, -0.022449580697845688, 0.3501561016964901, 0.0961082389537598, -0.12618480777223787, 0.055464238725378576, -0.020993382523105966, 0.1995755079146448, -0.01861328342932996, -0.3161424990712808, -0.018475627410208556, 0.23391190635034698, -0.4649222650315078, 0.26719110906685495, -0.28656323213674245, 0.3500080256877192, -0.06582927694800664, -0.23262805103038267, 0.2936820762746989, 0.21227669199951674, 0.26568780195667313, -0.03113617934085005, -0.03866325233870431, 0.09772708674608975, -0.45967361007709406, 0.2528551270100994, 0.6741330833555397, 0.3485471764655683], [0.09983136903453997, -0.4240396507092992, -0.13622775739579615, 0.25081037453391436, -0.2779511626985362, 0.5022027495639803, -0.13351069221596568, 0.04881268401501531, 0.16974251896436646, -0.16604133695198356, 0.1295053540152761, 0.08216528328344275, 0.22834295926264891, -0.08952803847820162, -0.09132729955016135, 0.05492693829906849, 0.04543740927277787, -0.3397540836863415, 0.08345117935143066, -0.2386925835579039, 0.13440170513115607, 0.02592757251504449, 0.2744838818314293, -0.38340893279620425, 0.2661112440031821, -0.2923921200435966, -0.35850318402803777, -0.3463418119881174, -0.1216068874446573, -0.04652559235392123, 0.008502427506300647, 0.2634084672821084, -0.04130604842510392, 0.1027211960048831, -0.22761374584482533, -0.13222114063459708, -0.4584539862744352, -0.1157840999641308, -0.43992935386333804, 0.05852992013811012, -0.1596807225225135, 0.2964469344923886, 0.13850423210310742, 0.19982138513475775, -0.07412975759629681, 0.041642875026578534, -0.12558101455402132, 0.08188047416659024, 0.0004403978750917982, 0.15284076137125138, 0.0542661790054363, 0.49268644174610693, -0.30438229677612266, -0.11967699669979065, -0.3156125480045477], [-0.10855663426541345, -0.09543335604458596, -0.4968293390506668, 0.09738268639650323, -0.0881536373190715, -0.17731050966737505, 0.0711580450161941, -0.19980715253413187, -0.35950558260477194, 0.13184413103018583, 0.4858213601745363, 0.08052982234743317, 0.19487809894162014, 0.08007668892666286, -0.14996602638055997, -0.012686846550690446, -0.33310725736931324, 0.22361905228983425, -0.16295677831457073, -0.18764909564489596, 0.25367573478102173, 0.053235194187490856, -0.5422985567318234, -0.28889629221215, 0.020656886871713916, -0.09195960376806575, -0.35036491786777857, -0.32339174103006785, -0.14853048449021145, -0.4753781739580002, 0.22211040027691906, 0.0594147353993317, -0.23868214037647065, 0.11443085500950113, -0.017819653091434462, -0.2100872396407373, -0.038776977750759174, -0.05376549477822565, -0.20348488334973383, 0.13036753965037945, -0.3700802729913022, 0.15496731073774644, 0.04418691568911241, 0.15333314463252629, -0.12088535244632141, -0.09767522740643239, 0.3932848767358713, 0.17580011942939647, 0.001898119120133837, 0.31178675570791026, 0.11326916002756376, 0.04446139043128451, 0.0505499020352016, -0.27026688800804927, 0.1710741904677665], [0.22931906124485224, -0.17514300468952115, -0.16513677091448922, 0.015751834857552546, -0.00826339116850093, 0.35213101388451296, -0.13756202181325217, -0.039244448643574736, 0.12046926709650924, -0.20032340462396833, -0.34015726162067006, 0.18471322642757107, -0.5983749270291405, -0.23737662332991236, -0.3654590267340304, -0.032239019720811876, -0.45904942995967685, 0.14636330565078956, 0.2554258011623821, 0.20980595893020704, -0.4183108162754823, 0.45962627427587227, -0.22904475066830957, 0.2218122204239918, 0.03767239586441842, -0.33596865439843293, 0.18610825686898672, 0.11286639926882464, 0.2886336259022116, -0.08026519437573426, 0.08677679970962487, 0.32428142977791197, -0.20702914818450135, -0.0978647692558557, 0.035151799035501446, 0.19512651205757534, 0.33113768391352566, 0.37404655165844913, 0.042172813385129425, -0.3671214569659717, 0.16815537287497995, -0.27103717121789983, -0.36001806617319293, 0.2061314644583534, 0.01111993744598832, 0.04613123225200556, 0.014375154677535253, -0.09820842781828473, 0.13802324390794793, -0.2938895520116798, -0.35091758574652265, -0.008868717010332068, 0.5068053751688207, 0.4127071507828089, -0.15982236396714078], [-0.13250410755900818, 0.109750700552543, 0.024136952530241344, 0.1440259280790044, 0.1334192497046468, 0.029554061077046938, 0.1106902404872952, -0.024563060697095653, -0.04085246573127548, 0.16787899204208634, -0.22684433977481763, -0.08091591514316875, 0.001396477406773955, 0.3203912474518002, 0.15221724995902444, -0.20052094808349438, -0.058274526798997375, 0.09408910515976751, -0.13516667024800527, -0.15744401513843143, -0.2955119163849399, 0.22338021644989028, 0.32768940659822177, 0.021701925739530045, 0.15940223038119336, 0.15439758265740128, 0.1025758598870351, 0.053115127370288194, -0.1780995004392875, -0.15182502092546013, 0.08921483545558216, 0.09467898277193464, -0.051551391601825626, -0.16928402635014558, -0.09040490918643651, -0.06845573892011368, 0.015183107692285144, -0.01187549621081653, -0.33209631224296143, 0.2549742434083544, 0.4134780816808552, -0.43022999777430593, 0.24862616030649676, 0.12687316646435956, 0.18042397697870408, 0.057818116147600136, -0.09395119929412604, 0.018648691513059243, 0.10518126567788313, 0.05678015959702791, -0.037233526204927286, -0.12758977963464252, 0.003839525741481206, 0.45584736094006223, 0.5915403020758965], [-0.12092067895896669, 0.2549995738906499, 0.017744474061701154, 0.3876603042564114, -0.014409247543119145, -0.2636853896535041, 0.2619696880881437, -0.11781628026581889, 0.26345433970322074, -0.20925676392793907, 0.536205880788023, 0.19017843261355466, 0.10008831110191378, -0.03254377889226509, 0.13333170726586455, 0.19453922268126492, -0.10647988011659375, 0.010582760989895742, -0.07111256113886165, -0.13302185957847582, -0.04371205819793609, 0.5286875832818547, 0.04086708977428595, -0.00647450066092271, -0.13599632086841018, -0.39925778513017796, -0.36797894520582236, -0.1647299903319346, 0.02305492732174229, -0.19172104735870202, -0.17664221908737077, -0.23653803965255754, 0.2238860614948473, 0.12612759055838488, -0.1562869754831997, -0.027672754296428594, 0.1292379502289195, -0.07067992697690562, -0.37467511908156126, -0.28673504143718237, 0.11926841556636086, -0.11546675957231739, 0.021170101252320973, -0.124311872863342, 0.1290690054058358, -0.21987273518410763, -0.0827401752022587, 0.027520321771878825, 0.13422760684365487, 0.006841342718738527, 0.23192534912581705, -0.12542921975087207, 0.22591272697355883, 0.016680655674832953, -0.2692380955099119], [-0.33159034067891685, -0.024834253726527575, 0.11705153090440239, -0.39312931677821766, 0.5716360103948599, -0.17714426315962006, 0.23825263948888428, -0.20274403386539133, 0.5113964938934534, 0.3097865844766633, 0.22639844236995096, -0.2278548635766965, 0.06046911556416101, -0.3193157634619945, 0.21668853086328418, -0.007405527689353153, 0.16409764845067953, 0.1102380672387433, 0.009476008955418662, 0.07398254537907445, -0.04835717526069829, 0.2778439496980407, -0.07516626900889298, 0.014902563008787461, 0.00848585375405603, 0.20002877357093846, 0.38978736115511636, 0.13584844345033975, 0.18602919962500863, 0.06381467827731416, 0.501430200507316, -0.04609221796496653, 0.018595048427749228, 0.09215259533335982, 0.029984513464648425, -0.24885743442895603, 0.05851943407422481, -0.025293890399947148, 0.01637326471450106, -0.2021607236964283, 0.07438344351162324, 0.07046106724165979, -0.15965774500406593, -0.3072722515247597, -0.07235616917228552, -0.12204532683077704, -0.05185954901345833, -0.20254579470761955, 0.28220575343342313, -0.1362215544868481, 0.3440076830610982, -0.5619657250176096, 0.07491553848939303, 0.19050555845144626, 0.5275977887736405], [-0.02568517496904911, -0.21050398265506481, -0.46621775295928874, 0.06469174873301807, 0.04852562375667195, -0.28649492385717806, -0.3202069590559295, -0.31556439110227236, -0.046901450800024905, -0.3665426972253209, 0.31734760019999614, -0.03842700357305015, 0.25204050940542083, 0.5323385233789439, 0.29096403382620056, -0.024565250078489698, 0.08235658940426444, 0.1419485533484634, 0.11801423917824796, -0.18045587347230535, 0.13089313671672537, 0.28003344063399643, -0.22640232545785652, 0.11109768149259105, -0.07738936763932544, -0.047708686980645086, 0.08997756346034375, 0.5334031448881649, -0.11386643244320317, -0.0010186598360754546, -0.07855034545169894, -0.04454571273500492, -0.29378367173073894, 0.036623261780504006, 0.12958564760826877, 0.2782847468411865, -0.048644159142441586, -0.04596426694355116, -0.08584704027611353, 0.051520956670031044, -0.13062216323413628, 0.5172662716609374, -0.3145196988074213, -0.10051190429286407, -0.33913576474797685, -0.2706608532534545, 0.029703102409522508, 0.19348672037704803, -0.1043273090640929, 0.2541178108039956, 0.32939652617689663, 0.19820218409687856, -0.10616004639760634, 0.543939509635277, 0.11038737111556285], [-0.21361946594830575, 0.1429681841389277, 0.24013226758647663, -0.4387964491099688, -0.1515618931115837, 0.008822919789927365, -0.020723656197522162, -0.22622984448026257, 0.29101383459013364, -0.011342382256775068, -0.39107034619674413, -0.20762347096976014, -0.11501138282379278, 0.23396177554571354, -0.4233432994197426, 0.09800158182724994, 0.18337832928783393, 0.1439469842935415, 0.3265696340174983, -0.04527353481159338, -0.36460952299088617, 0.010336599306705212, 0.051216266223106516, -0.04454958784903716, 0.18588190973067342, -0.22906721347780148, 0.2107964547396278, -0.027842328198419725, -0.03795778228659056, 0.14258916738739258, 0.0221106888868733, -0.19949447709258133, -0.4319813452951023, -0.3325864750166616, -0.2753320129728264, 0.34459530855199483, 0.27948439865181984, -0.18830417294547847, 0.5119871690538507, -0.1357907108961531, -0.19569713927775484, 0.257397835620939, -0.07140919204225271, 0.07029986311640539, 0.2820459868326888, -0.07821518106334857, -0.39268782630807436, 0.20470090221323634, 0.27194578165974187, -0.23156179046399458, 0.3125246252705684, -0.004202833439625679, -0.3388161602438773, 0.2489643155279057, -0.07183898757091223], [0.06380983806534266, -0.19520739323827824, -0.07762400836348649, -0.23480509399287347, -0.6968459739168962, 0.07316415004748497, 0.35825703575788764, 0.09130542662538699, -0.14687285215545165, 0.07252402795777464, 0.11205467514712428, -0.10692755257485582, 0.2747896493904842, -0.004872929627031203, 0.0246033762252102, 0.036122485601781024, -0.15695047020740507, 0.22208375106080583, -0.4980416588317093, 0.2023869009078748, -0.28106988440821695, 0.18673213525738608, 0.16713008416652317, -0.15747946696588078, 0.14835044837447411, 0.34389729072548847, 0.1320223543191294, -0.05488402095961897, -0.21705634686456468, -0.23840807306900694, -0.22247633230797778, -0.21903724950824116, -0.08443608978319399, 0.013821832889557434, -0.04779742939941227, 0.009501182505893532, -0.21104759111101473, -0.011380319445622109, -0.257502593148798, 0.2322287410987444, 0.26407834565173677, -0.47245323083715407, -0.2093467043973566, 0.048041780953595445, -0.27264765675099456, 0.08036454357852528, -0.36775482644413365, 0.3491381689713362, -0.22273219951741008, -0.2828994693656154, -0.27659146612669494, 0.12441463249055734, 0.2819377940216203, 0.25398942113491774, 0.06907480783801462], [-0.1015002953547435, 0.1938217321628476, -0.22462653253935544, 0.12876262961227408, -0.5022062191552819, -0.14733348332214546, 0.11164319075057816, -0.11444531524034707, 0.05406584562531498, -0.3273004769106662, -0.24569009008183945, 0.22897799054423712, -0.25643660649700895, -0.2461631598351261, 0.13473014384771817, 0.12880794226199457, 0.48991049983130397, 0.10353641045036116, 0.33141464766625894, -0.21106498324619213, 0.12443273907217979, -0.5626895923208796, 0.05204339056897034, -0.4570634698411857, -0.41037818355802913, -0.136166883855932, -0.09480558242263548, 0.06895371139336509, 0.24851744018384936, -0.20661503681378315, -0.3135267493513993, -0.010828925973174126, 0.3626995964049566, -0.013262709398305962, 0.11965824076394263, -0.14866445705203835, -0.03160796707256222, 0.3265394591890087, 0.0659473594003659, 0.014691808875703597, 0.21830482007917912, 0.10046760167569499, 0.0014891754175832914, 0.07027835413550679, 0.04653210243134957, 0.002207689090333566, 0.2236049433301278, 0.07643617346610264, -0.2508492467122542, -0.12559391490979913, 0.06094668190929269, -0.12008809829324879, 0.1638498238606012, -0.24852752393277122, 0.18572894136040796], [-0.12322454765078271, 0.039666974102406855, 0.2338483945530833, 0.06369616227946122, 0.09100849979908571, -0.05128712022660252, 0.19508062381838176, 0.05869579731829397, -0.43652845181157207, 0.2346752039773003, -0.37609385363263614, 0.19030189715669465, -0.12088911162001609, 0.562750168292411, -0.25263934881457983, 0.44071601404083155, -0.12339596411281067, 0.051700399329668176, -0.23643921664718015, -0.058673766162903554, -0.04772544693682245, -0.11569994893884608, -0.20016738131386558, -0.023115976830087936, -0.22208981137788902, 0.1922168038315916, -0.022694457410472144, 0.0718359353142892, -0.023271778510653728, 0.04429041892808166, 0.13665599261568037, -0.3253000460265158, 0.010533046253454713, -0.07448417969245048, -0.02065580561047883, 0.2644474337638202, 0.015220419448713256, -0.15510644675328467, -0.3608906484473873, 0.4573261538671929, -0.25390974657419907, 0.01936835730813621, -0.11752331270214979, 0.13662056914386259, -0.1355392914724237, -0.14461461886473215, -0.22691364942579814, -0.23010992593372917, -0.038076340086908654, 0.027102885942451645, 0.11836005765314057, -0.1119758920889676, -0.33033289522035403, 0.1780462409282558, -0.05535129549557681], [0.20856722451804083, 0.3998612529663558, -0.44368427161453766, 0.028549201726605716, -0.2162290764445317, 0.18927367998486258, 0.15296241832994814, -0.22865703360846265, 0.23321814959901122, -0.024091781999592502, -0.17296116478170487, 0.11552925924329775, -0.28715120886739454, -0.44016731604766607, -0.08081503684296643, 0.011100389718660307, -0.16378082693395962, -0.46880945260907675, -0.011862527213660648, -0.18789963717167718, -0.01528515312450623, 0.291840266463999, -0.08728278851920154, 0.02538975727009651, 0.18860654848044206, 0.3106714050909181, 0.15006159721911266, 0.10008449440273137, -0.601785345947427, -0.07193783344159899, -0.3029634636560469, -0.14169107129515307, 0.3848193736733833, -0.025986196015726798, 0.12804179413751354, -0.2911180416393547, -0.3440269544819451, 0.2872788578252974, -0.019950563328785864, -0.1904044130939871, 0.1552081570104466, 0.0037570914936003036, 0.1279219622153163, -0.12892138300181627, 0.16052057521220142, 0.6149870886908259, -0.09934696814866019, -0.12406258674122014, -0.13104667193555003, 0.20431776901041257, -0.07858029383144186, 0.025489627969805355, 0.018500878696762958, 0.04233760976787558, -0.00706133499772662], [-0.2356786417144585, -0.1513144060707438, 0.05020731113143117, -0.12356095835564772, -0.6691388897589287, -0.5236130667535184, 0.22173090400989576, -0.2777224539874233, 0.516369564303083, 0.19556871434504233, -0.3252443548466462, -0.06699834237914921, 0.13937789997407815, 0.12026215775479657, -0.14868722724555727, -0.18599519813920284, -0.051223673158515906, -0.04430511469352232, -0.19051376338539794, 0.10394965183004198, -0.021659137441312728, 0.07707332502754735, 0.4602984996640935, 0.22482903109601993, 0.1762499181985887, -0.29429577400269086, -0.1001953289345992, 0.1192500427175647, 0.2430558660361517, 0.27783086306477683, 0.3266953183695563, -0.4731184696387438, -0.3534074702330905, 0.003466162900241249, -0.2648069767944098, 0.29558412980500126, -0.4435107143490409, -0.044088154259466134, -0.2095311473514246, 0.149037304652067, -0.04992208719684943, -0.10132222508765, -0.05594485553588892, -0.012051980694301384, -0.01521134388047296, -0.14159475301165517, -0.008697910696729733, -0.2801848040192765, 0.060475660320971965, -0.03324926348318165, 0.3314993833070779, -0.019472022617118695, 0.08913248896558011, 0.16914725879312395, -0.44266628903114535], [-0.4354131250678038, -0.23624904364585658, -0.25412439677205945, -0.006980736337577273, 0.2513293054209791, -0.1958361965577379, -0.06972837200728552, -0.04260675493222151, 0.02091625744352876, -0.17996758899935067, -0.2533224739390397, 0.26996840956461654, -0.22152522975364938, -0.28445096581413915, -0.35378879972396293, -0.2627190327175371, -0.11828453450894882, 0.0049244928571944915, -0.16022448671127992, 0.08994426796845924, 0.053867615456831594, -0.06376962822781744, -0.038635090661780794, -0.029996586329276338, 0.13642810509988332, -0.3439482364157309, -0.3168397904922143, -0.266966404899268, 0.30639907138949196, 0.0502253623780646, -0.041185686423045424, 0.15877377171315, 0.20346416197007383, 0.2590866392698037, -0.1104230859053612, -0.2984407227245786, 0.1132719740208825, 0.12457799068673682, -0.4148109443551449, -0.20856407852032624, 0.06942650086759868, 0.1551910105691265, 0.1357687925709925, 0.22735190831486807, -0.15629463099086655, 0.074860115637086, 0.32009989466437283, 0.37474928013881137, 0.022156898309971293, 0.08047625551337201, 0.0980008748163491, -0.13659253522237425, -0.07456656846328572, 0.026636440229023305, -0.1294446670273075], [0.07010363145629754, -0.2994830610851158, 0.3287669500054643, -0.26850424377589016, -0.16995983829736788, -0.1470093927533847, -0.04278754679900475, -0.22599436994828995, -0.026992302037177705, -0.11052387255478777, -0.17959778553922612, 0.050180838224800926, 0.37883839827695176, 0.08381587695494705, -0.009747824481593378, -0.04495290638744289, 0.11581328144795716, -0.06158559882822452, 0.33570239587400863, -0.06560978981211887, -0.1391229347921566, 0.11542963740420835, -0.1986458250241365, -0.07767019736930007, 0.320346781461003, -0.10515204803787598, -0.19200089661688255, -0.12641049817512515, 0.1959161439659539, -0.016022245632149348, -0.0657911262861291, 0.0015143289234464397, -0.015141163583125464, 0.14736270168400134, 0.0726210835523621, 0.27392460609661473, 0.33453404481093063, -0.026702578030383315, 0.12844511401448255, -0.11637671554826579, -0.10907339412970003, -0.20415586318453918, -0.24749398088411054, 0.1756636067098112, -0.13342771089840072, 0.16533553082046612, -0.11234346461974926, -0.2718184405351878, -0.23678799773783477, 0.3396119895038429, 0.05581975496752037, 0.07306576268347942, 0.4619420737434519, 0.17632463989086988, -0.20186863318404946]], "b": [-0.13909245954449437, -0.19719305329651102, 0.05629799111416473, -0.03564695585298083, -0.05366213906137811, -0.10034837405480096, 0.08254265057559612, 0.23800249131449253, -0.035081065690701366, 0.0012931794066523127, 0.5419840553488525, -0.047345052953407615, 0.12542718622622406, 0.13161859484395952, -0.12456744828478936, -0.13011904984667055]}, {"W": [[-0.16780413055094262, 0.04913571759690702, -0.010290742075149961, 0.037630444840282606, 0.40438390401426066, -0.292963187670532, 0.008693739199599777, 0.32464052136912935, -0.01985925043499234, -0.18507265461019162, 0.21730423375854224, 0.10933802156927377, -0.5311309821103216, 0.009905592618519971, -0.13282376899752024, -0.02179893488469875], [-0.35335486539793337, -0.009183411000971808, -0.016685990638291875, 0.16937189422082652, 0.1893997347732897, -0.474466325178369, -0.2727815942421318, 0.13312945112069277, -0.33391624882710846, -0.025564195763186248, 0.047784281887819635, -0.21500314769085782, 0.01917842990184278, 0.20051255539709945, 0.3041463197779572, -0.16590146702111164], [0.08500716106171245, -0.09687027743235092, -0.31806852889148934, 0.17396391925250518, -0.2663199562493185, 0.08644656987188297, 0.6313693999797656, -0.025027020576302426, 0.2910086436784011, 0.1724666788669681, -0.06304962436730359, -0.04136479787836225, -0.4157723975739308, -0.10267803076661505, -0.23906712688731163, -0.1902292472979023], [0.03470629916473969, -0.13614537716894295, 0.012255113134426829, 0.20092786435746832, 0.3966662870340792, -0.3947691441479092, 0.047574265660084894, -0.03794741124196323, -0.25130174819976114, -0.19096173702869143, -0.1315220076125896, 0.02144295118599007, 0.1414354022172222, 0.3486490240761826, -0.26606801478956105, 0.04891116866513079], [0.07894218887449238, 0.08152400328263515, 0.4048294788763658, 0.19009938073184632, 0.23269440407653463, -0.24795597880687995, -0.22955655659753169, -0.4866920143561307, -0.10713262952307352, -0.33327368340490887, 0.17215951815790176, 0.04593923414099234, 0.0724039770711483, -0.05021868155699148, -0.12648383402591826, 0.3419789508180826], [-0.21548442208824178, -0.26797757724706167, 0.028165696167588322, -0.2713334466530208, -0.1573834700885204, 0.13415436612155193, 0.17754466971967686, -0.013267987036322409, 0.4191697034694923, -0.1553397360926976, 0.3145847672291297, -0.19362839206024304, 0.08645547719819051, -0.4234635056294937, -0.27767770466912345, 0.3303881044940801], [-0.39071953690623334, -0.029461612205244004, 0.1759293351351209, -0.11952364741604173, 0.08189255599320686, -0.4993307406542113, -0.30139232199733246, 0.008331018175516649, 0.021877838603660146, -0.02438123458742823, 0.023209737243699964, -0.7557787141308375, -0.1855020210556626, -0.2208620913768145, 0.05553589476699931, 0.07845098705184797], [-0.2422631320734627, -0.45485081175104325, -0.38436646705301597, -0.20053021135277915, -0.011131734215750658, 0.09383728590163927, 0.4159623357128224, 0.28548957465133284, -0.051475548057223736, 0.6009888730423945, -0.271400644320996, -0.2974256619563581, -0.17178245712303142, -0.048993710956746594, -0.13413788740013105, 0.023927583811098902]], "b": [-0.27272844344661273, -0.39108090793455075, -0.26396147184657903, -0.04979129588427845, 0.18375952501120857, -0.25244220811623524, 0.21217057928902938, 0.15780211875775674]}, {"W": [[0.21028728923948908, 0.04900858338460916, 0.6001104709065431, 0.37819084222773064, -0.14279566275582428, -0.12021385236314475, -0.22161531712458898, 0.19609756164594416]], "b": [0.35561786516339644]}], "training": {"phase1": {"device": "mps", "arch": [55, 16, 8, 1], "epochs_run": 23, "best_val_mse": 0.288278192281723, "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": "65a350b5fd2df39ee20b658a7deb5b32b73c16f07b1fde9efbb5a13a22513d7e", "train_window": ["2015-01-08", "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": -7.287817239495942, "fold_calmars": [27.569279601351344, 0.0, 22.965539922657975, 10.586503979381611, 5.918866572604511, 0.0], "fold_mean_calmar": 11.173365012665906, "fold_min_calmar": 0.0, "robust_diagnostics": {"valid_folds": 4, "drawdown_penalty": 0.0, "pnl_dd_penalty": 0.3333333333333333, "trade_penalty": 0.17777777777777778, "negative_fold_penalty": 0.3333333333333333, "fragility_penalty": 0.122, "fragile_0_05": 2, "fragile_1_0": 11, "trade_target": 15, "base_fold_score": 7.821355508866134}}, "recommended_thresholds": {"i_long_entry_activation_threshold": 76.20640829593933, "i_long_exit_activation_threshold": 91.08215654409774, "i_long_exit_activation_confirmation_threshold": -35.46433637603415, "i_trailing_stop_threshold": 14.201471129527054, "i_use_long_exit_confirmation": 1.0, "i_use_long_entry_confirmation": false}}}