{"version": 1, "asset": "COINBASE_BTCUSD", "timeframe": "4H", "arch": [55, 16, 8, 1], "activation": "tanh_closed_form_clamp20", "feature_cols": ["stoch_norm", "macd_pred_norm", "osc_norm", "macd_bullish_norm", "m3_momentum_norm", "m2_tiny_norm", "rsid_norm", "stoch_div_norm", "vwap_div_norm", "stoch_peak_norm", "stoch_bot_norm", "m3_div_norm", "bearish_engulfing_score", "m2_nooff_norm", "m2_div_norm", "bullish_hammer_score", "bullish_engulfing_score", "shooting_star_score", "btc_spx_corr_30", "dxy_roc_norm", "vix_pctrank_inv", "btc_dom_roc_sign", "us10y_roc_inv_sign", "spy_above_200ema", "gold_roc_pctrank", "mvrv_zscore_value", "mvrv_zscore_cont", "nupl_norm", "fed_net_liq_sign", "gc_position", "us2y_roc_inv_sign", "yield_curve_sign", "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": [[0.021764613014893516, -0.12334688679967759, -0.0826227017871275, -0.0701380897085376, 0.32333288757271733, 0.08053965454242157, 0.007569408671474841, -0.24582707153340447, -0.05434892052523639, -0.04793752935139006, -0.04647588607774897, 0.059540023948263035, -0.090121660144806, -0.05459669092635196, 0.16806707615883568, -0.3133115567084867, -0.33050172478795325, 0.06909080021308883, 0.003425386223650101, 0.16708753363387796, -0.09300086061124582, 0.2676116376693307, -0.014066775562862075, -0.19040210723153644, -0.18414962250807917, -0.20285654342793275, 0.01678108384756228, -0.15076964349023686, -0.013462355307560988, -0.20876552961133676, 0.031078927784260788, -0.1197760945598757, 0.09337439248209947, -0.18902454725907059, 0.11547916391089971, -0.01251768464872932, 0.0065505001541704515, 0.0669400285494539, 0.044800274156068624, -0.005262746616553137, 0.2511858458982625, -0.21193282429628188, 0.21724641399674222, 0.059798343707287156, -0.12374859343356234, 0.1861522008221633, -0.1750811459268351, -0.12880276849080055, -0.023316940847761203, -0.5313822591128468, -0.4320968731912416, 0.3344472446081094, -0.6374955791374012, 0.000978245419725455, -0.15410112298202855], [0.12938223023784134, -0.04529338053852369, 0.4544471376086176, -0.20028900343877903, -0.33737452425244413, -0.11071188196983238, -0.24598650122913762, -0.1977429565593908, -0.3794452126197389, -0.2433632248236326, -0.01672038195928265, 0.18896763757741686, -0.10560293125156571, 0.023591539445081664, 0.13860919755297027, 0.271052007351951, 0.17181346616465176, -0.10392954456096785, -0.06537406376551644, -0.04713177337052737, -0.011271459001973804, 0.2852412939371307, -0.05903481653182339, 0.006856218639147763, 0.2850691290491212, 0.32758556557200125, -0.16657565800928212, -0.4408370254070704, 0.053246627408274225, 0.33828193597790596, -0.31536135867694026, 0.17298426104963616, -0.397013941119297, 0.5490223636703799, -0.24883195624245888, -0.33964643884981477, 0.030574531148789812, -0.03957540054074949, -0.15212118266419358, 0.2617431944815693, 0.09274777536001472, 0.1979706002924365, 0.005174722227841492, -0.03182226001342374, -0.23803977874690568, -0.062008562815069175, -0.2954347268895087, -0.4477952135249131, 0.14676628761292032, 0.22706439095523465, 0.4271474255164051, 0.09474836322598931, -0.20599382201830851, -0.3166294081047425, -0.0476927500021589], [-0.16943146100711906, -0.10551905992585639, -0.040429944954582436, -0.1617575152086649, 0.003685345029051122, -0.057476133959129, -0.19078055360902502, -0.009320387766338756, -0.23072366523670368, 0.26906606112895914, -0.15347124257631214, 0.20115311697805438, 0.07888028024053827, -0.15156336980095722, 0.2768901820841025, -0.04492439598041161, 0.0937601879391953, -0.3178907305724594, 0.04269928801787389, -0.062365717104148274, -0.23046703704699545, 0.37442580241304213, 0.4840601788760531, -0.40851139420183324, -0.2882035618022182, -0.07194356789176848, -0.15327005391381, 0.2005616220940026, 0.21881783104997887, 0.36318367131748447, 0.020561107444776062, 0.10752742311740575, 0.066337571120274, -0.09835349964854814, -0.10625402290159489, -0.011925572151203878, 0.03088982352995126, -0.019510390441201893, 0.0911245019411481, 0.1251011299799657, -0.34558866474335603, -0.07029495507438217, -0.020648922002390213, 0.09295160959683842, -0.006279310597627326, 0.0347214823910963, 0.32532911383918095, -0.03086379902574366, -0.016875595611921423, 0.04066569901013627, 0.1376603997569192, 0.12924260835638848, 0.09804639327487548, -0.26154172593740194, 0.11031066295062235], [-0.0952154039086928, 0.017263570859081704, -0.24413751135423076, 0.2881735050292682, -0.48672546117044485, 0.019412348588923448, 0.05720358627266464, 0.26542370371012575, -0.1215538356843252, 0.18576582010128617, 0.0018237671349358754, -0.42460318240232003, -0.1462286742362321, 0.25678989732432134, -0.013778342086455425, 0.2669288067494726, 0.28487895399934265, -0.10035668259454264, 0.21713466664266895, -0.2813940280260007, 0.41487874869695557, 0.153978667509289, -0.4321791957556897, -0.10582924977304264, 0.0479856140119619, 0.1964153623103273, 0.0010470869196552782, -0.394279576946459, -0.34866767088837686, 0.0012479809588188326, 0.27378375664826904, -0.30616403048447427, 0.05703760320877892, 0.2618509822224999, -0.44524809074092886, 0.023713455894685674, 0.2900160603558618, 0.011015351716301844, -0.09258744558156846, -0.028292190072210347, -0.14050654373935367, -0.29917557381951637, -0.14213119905196947, -0.2960660397352755, 0.28719130904585793, -0.3994175808493999, 0.566845417378443, 0.008552682653198335, -0.11622873929621594, 0.022538029064816757, -0.2732729523293044, 0.08803114122135851, 0.016318763279005208, 0.3494051817642603, -0.196738807080167], [-0.07194040753547208, -0.3014093450097184, 0.42573849304743383, -0.302610682911778, -0.3774648893843172, 0.053297956007302354, 0.020882592250713684, -0.11431471875903138, 0.15307773230396926, 0.07053035308718052, -0.021211134798404932, 0.23263838086850322, 0.20085915290761505, 0.21489565906746438, -0.22178615931128148, 0.3652785966566264, 0.39009454098572244, -0.3215995868894247, -0.17292816917898518, -0.06994757041040643, 0.07210775793843748, -0.2398190969325371, -0.29783648719491607, 0.09392879407683347, -0.03881714545026016, -0.03375311487838584, 0.4031379827091358, -0.13271309634991538, 0.2471897925641607, 0.19156183871703675, -0.07623467079151447, 0.0003186900143968361, -0.24052299723843418, 0.25352872359753886, 0.3408438049509622, -0.12239727001875737, -0.09253854719040641, -0.006031840974787707, -0.18502476815835223, 0.17118468327553846, 0.14814003384679716, -0.06246053122180929, -0.09470007094585023, -0.07082098471215066, 0.16897505456421927, -0.21720164584518095, 0.13745813515789976, -0.24823799933794963, 0.14425109791442767, 0.19425632918923008, 0.2344161474381599, -0.2812896051792561, -0.11567153685231976, -0.05516897671746311, -0.06371323618598904], [0.2077082171016257, -0.12960400509580103, 0.026513210667515504, -0.1469385786119201, -0.016969242708787427, -0.37538352936531716, 0.1437169668148758, 0.005653351206473624, -0.3817783004243804, -0.13206556615884946, 0.06903504982617703, -0.03506529633052735, 0.1361397974736842, 0.16308758617872265, -0.18745421307328966, -0.08879525870658991, -0.09540799047979212, 0.05302875458151398, 0.19316533165263905, 0.15503544491680932, -0.37526699826505777, 0.20796204853405498, 0.2218451497267116, -0.16195693315086926, -0.1473671896010414, 0.1362547022831723, 0.013907357386925487, 0.17355665804864737, -0.17225151076992362, -0.2791847002147573, -0.2307788201047148, 0.32969949838740276, 0.4528821966859546, -0.08428679605745476, -0.24091127091242284, 0.027892123170251255, 0.12887801100187088, -0.2610181439711748, -0.10405652712444671, -0.11085501601718274, 0.5222730355428261, -0.14941821667250077, 0.23208939662042452, 0.18538294253463464, 0.30974928882479297, -0.14545891729847238, -0.00786214575424745, -0.17612477703202167, 0.019354416712126052, 0.16902852050265196, -0.2839523532748837, 0.35167551323342594, 0.2669619560633944, 0.12219596579214391, 0.01641021664887458], [0.06778597655659688, 0.0368434526673298, -0.22602007262473972, -0.25668483787057544, -0.41407196949545777, -0.052733190814675784, 0.42487851531036075, 0.18222904016656497, -0.08348760772628809, 0.027750261690131634, -0.3457646719631019, -0.13038568787275517, -0.03472583827757066, -0.2344040318859096, 0.09264678244453983, -0.14321124250382894, -0.21583298154602554, 0.050231352521711334, -0.18581112667931446, 0.08059382772867726, -0.12055210361655987, -0.006532504676476952, 0.08640854565104694, 0.07238806070915636, 0.1243883458614996, -0.19583038003485256, -0.04345137314773363, 0.11402563434747633, -0.2137172921522416, -0.4389782606384967, -0.07703483035978133, -0.19994319806665162, -0.04661202329801982, 0.14846341230367344, -0.05596485288890093, -0.2474715774278527, 0.19992686841196972, 0.308290318924954, -0.29630272417890513, -0.2982436990521975, 0.17798684139082163, -0.5041329391483126, -0.2812679791084257, -0.37002727918038025, -0.27200950705433957, -0.17267232106413433, 0.049637164079506954, 0.33099504713317984, 0.28057817904165094, -0.02169922549495623, 0.287966642524439, -0.053218357795799004, -0.1832851313733049, -0.05623887336746444, 0.06453165195660217], [-0.06896885465777469, -0.322253060350025, 0.23305977465022645, -0.11650763618686634, 0.21093461194705151, -0.052336124218948385, -0.13578770365603587, 0.08617122811593597, -0.16207071161628434, 0.08912597988689426, 0.431604142262156, 0.040574969904163066, -0.13134957801488303, -0.6699774425835407, 0.37427893000087137, 0.003822539784381012, 0.1428170491022292, 0.3060506248287407, 0.14240686471357966, -0.19256638036575663, -0.21417382133361038, 0.11121203047847597, 0.016419247328049127, 0.10887849182404012, -0.15452536792735083, -0.30820174853160975, 0.29831667784367477, 0.37389418790428114, 0.27783721181770127, -0.05474401140371158, -0.25851648230132135, 0.3393597497341829, 0.004356885341555757, -0.05086571130493915, 0.07043452944006247, -0.15586661591766415, 0.010598444265258848, -0.4973440729722892, 0.06247754456815144, 0.05332086723559008, -0.04999847030096054, -0.18057172093877819, -0.1695134056915224, -0.24541904977062934, 0.13246616128255634, -0.10033771731089508, 0.1901871895091365, 0.14812542991570996, 0.2362980683424793, 0.08346717136012116, -0.28928709462963764, -0.2796368581332984, 0.177409140020584, 0.35232261807180076, 0.09332028641096589], [0.18873759807521187, 0.29492501440969593, 0.07121430673659183, 0.5225495375015372, 0.3225990028803553, 0.06263255189917522, 0.03717376660748058, 0.10053871455773851, -0.16258892200223263, -0.18276012732753522, 0.04864988208222646, -0.06105372804109219, -0.006675106928046185, 0.2841924890613603, 0.15633288103384557, -0.2870964958639479, 0.20263981132972234, 0.1842215803702379, 0.1355239620773701, 0.24716756986568594, -0.10005529001298702, 0.25638187086046976, 0.10430106106694548, -0.13420321476612662, -0.31915094937852995, -0.2517474222485617, 0.0388264901961358, -0.08227493060151203, -0.016751433413998366, 0.06312507560308803, -0.47540610435402497, 0.011056695212791456, -0.3475755351077952, 0.10101583578142757, -0.6464819382755347, 0.1620442578719985, -0.05779795496074127, -0.12035433908096332, -0.022923848488549493, -0.1795770095254867, 0.03321078862877744, 0.13088337940548153, -0.08837064973053596, 0.09233423496824535, -0.17354474354418456, 0.3931130997420973, 0.25707847995847655, 0.22321915976056125, 0.1357442057194837, -0.046588397702375904, 0.3612123240394343, -0.2700530691366312, -0.26314329500418787, 0.056760007010431976, 0.025977412297557352], [-0.30547236540719647, -0.07520176367507833, -0.19311797029288846, 0.2280141406144028, 0.29547179475529667, -0.207399142108404, -0.3172231236613616, 0.1913321616806464, -0.5198680513343675, 0.17986916319355892, -0.2712705102655758, 0.008896505939193715, -0.05679844464046624, -0.08248170171830134, -0.056852176488469, 0.5322708762761791, 0.049064458598923666, 0.18315935225541316, 0.23776286498558005, -0.3587909524679647, -0.024238546230461764, -0.05487598135244688, 0.15412536523949483, -0.04996944266829942, -0.3058598256320458, -0.2707586727918401, 0.06503432552872249, 0.03982986394079966, 0.1638206964636872, 0.3265386920250796, 0.39507060171865677, 0.1614354528916518, -0.23995961598625987, 0.19829353875880615, 0.3829270646206459, 0.3758685385008033, -0.0088250869895913, -0.21631373967181017, -0.13782035270123838, -0.09456461442072339, 0.28115396966417694, 0.15468171995763783, 0.23526785191425126, 0.11626013135672104, 0.18666423880995203, 0.1429078092697536, -0.037520262550555475, 0.3509560816786248, 0.055938833028157456, -0.0815939632170037, 0.20988013114837217, -0.0861060584499109, -0.012029960262000868, -0.007480680633775286, 0.15185564030976467], [-0.08878602143415759, 0.10014607673372855, 0.07318907902337946, 0.07812310910402605, -0.10146503511912533, 0.1030654191493167, 0.34067765519615406, 0.3561389794429985, -0.12724374260168542, 0.06949617637947239, -0.02418307671062493, -0.1558399438258053, -0.1056117565389964, 0.2885930166660094, -0.11527491852034351, -0.024089686734858, 0.09541132323109984, -0.19329233954156214, 0.04249752575373165, -0.4252646084963332, 0.6204985714954151, -0.10101906930140667, 0.02929306792355065, 0.38285620758190003, -0.14244180068781773, 0.012785853580279435, 0.2780388318842215, -0.22899401238343797, -0.3252672934883993, 0.000681476148701593, 0.4641485296860846, -0.24957628944172808, 0.08472018624767899, 0.4099012010647354, -0.3382634361837991, 0.15403937176878812, 0.24791281595374495, 0.16040128201413925, -0.13158937099007986, 0.15626595041049365, -0.20121923396265848, 0.1173134345014897, -0.013670466584928258, -0.0334039964440528, 0.03777954472281177, -0.1011334910768666, 0.19865302669939286, 0.32886396569370574, -0.40327345349648996, -0.2546560122336867, 0.23714541198107866, -0.19375607002793077, -0.10767767819451403, -0.16569625953608585, -0.49394879588435664], [-0.07054071948646864, -0.07798508997314774, -0.28119952933159376, 0.005296289643279016, -0.017907422622258258, 0.05955293686069092, 0.1330544038497575, 0.14198556349355368, -0.057280944505424994, 0.1276918517889456, -0.1829782877889815, -0.02465614971373612, -0.5631440272621128, -0.27122336618254467, 0.41204025291665825, -0.05397872416546767, 0.22325239925192336, 0.06904551693684283, 0.06923102576558257, 0.21642789537831175, 0.14632956611152478, 0.02150752016694002, 0.17360533186188581, -0.2823833973349189, 0.30625847184577326, -0.051083901158348106, 0.4250690723548418, 0.07759012231671555, -0.1811515385895883, 0.18753497232454, 0.33287681260095847, -0.07511653956236646, 0.09716831854688254, -0.011695050153108857, -0.039502657432731694, -0.25751571892878655, 0.3890589453434611, 0.2630144181822759, -0.18892439419251877, -0.0529789473709133, -0.027346303227064918, -0.26224778541032046, 0.0974253804380578, 0.1671235113325059, 0.131153095534408, -0.013548415839871373, 0.01449070462195638, 0.08370414605166462, 0.18978185304226058, -0.3106415059491284, -0.19429771226104867, -0.0027439094027853286, -0.06224253883259202, -0.017798699515203784, -0.008653996158619908], [0.14144884356711107, 0.008640606845960996, -0.1420532784429406, 0.08864872001193222, 0.07678634976943646, 0.17112935286658176, -0.14356438731998605, -0.10842785589689677, 0.20009558218474566, 0.10441332883477622, 0.06556097235298894, -0.1774047315918635, -0.32997522331175994, 0.13822342114174618, 0.25084997857015234, -0.19692726931502347, -0.0810486846822921, -0.1147404747738375, -0.3037286778449726, 0.25463947897961364, 0.17885188903972582, -0.198552864187133, -0.012065564223058324, -0.17614888382072136, -0.18775521926105332, 0.05062771307476199, -0.155413361810711, 0.09396690473751068, 0.22175195144295012, -0.01531434915735365, -0.34076948763450843, 0.21006650746877048, 0.07770770265793589, 0.34394046590270916, -0.4622857612770631, -0.22987636344175846, -0.23758738311901384, -0.1242280095859947, 0.11533656234520351, -0.0066355652832045114, 0.28690527503043284, -0.1782723911549502, 0.31403129318119904, 0.22659657910274333, 0.13984552820407437, 0.020878071481653007, 0.28706457776121935, 0.15564684645749477, -0.1911978639341219, -0.1694663754666975, 0.028132958282396085, -0.23053993905321019, 0.1668556937563841, 0.023716239809734228, -0.16816642251768166], [0.38655977026747473, -0.26982704402417007, 0.22193332666106383, 0.05918754621178775, 0.021406210319350878, 0.035654930127586686, 0.26827352275321886, -0.16182125688101517, -0.001585854196895331, -0.05242130282680847, -0.11377442374175024, 0.018730398614598312, 0.0332281833176484, -0.05108375900605088, -0.10761376363022103, -0.20532878190686607, 0.177404358511197, -0.35600540677155434, -0.1552927881746231, -0.08629990414997815, -0.049690956833205346, -0.43193488968923544, -0.17235483655604533, 0.19791785600016773, 0.3461798824323094, -0.08594227640529416, -0.1447039148977254, -0.08412828980926743, -0.2543236675279854, -0.25415877641793383, -0.30463090811681415, 0.18351460085209348, 0.21903723043148976, -0.0755120312842118, -0.23014675821935765, 0.07769399661505666, 0.022012683467819157, -0.3702620956125252, 0.2648258364394704, 0.061355283418091815, -0.16522889940019375, 0.2632468298617741, 0.2433706590146652, -0.2864944443667284, 0.13098004409535033, -0.09492664600272649, 0.020173209469956634, -0.10495158454422393, 0.32317043609962587, 0.16912032360890802, 0.2059489418005605, 0.1344624478789565, -0.14326609463659815, -0.018894320221543047, -0.08484686740935857], [0.11597322093937296, -0.29187494696211636, 0.1162971995283621, 0.06548152651950845, -0.24476942609679764, -0.19443560337363683, -0.24648705647687147, -0.373601856272637, 0.08418284035316687, -0.414307656237731, -0.14149662364029425, 0.16624627794457725, 0.25873570603932805, 0.034241068606603, -0.10351459691358234, -0.04820028464851132, 0.0690460712624105, 0.02437624234718795, 0.27464733557962695, 0.3712639072441269, -0.1957439470325668, -0.027237959717402338, 0.10920338558374051, -0.2718000376306752, 0.06126598195020164, -0.7707445690910304, 0.06264794697013819, 0.25058822477522724, 0.11956860145087225, 0.2885856028140617, -0.03977981617036928, -0.30752692423605005, -0.15978512349115787, 0.07935467196485949, 0.011109429572488484, -0.08092873544183565, 0.18364084730739483, -0.009102301239162933, 0.24629619374505585, 0.060251666848063226, 0.1635754642736987, -0.009798194442958343, -0.05915924001629712, 0.3316370990593406, -0.029442115091465923, -0.19372145960622103, -0.07321910918507013, 0.04743655426650077, -0.2801542353869622, 0.16293862582583085, -0.2156483526806659, -0.08565018320847437, 0.4178005026514409, -0.3401814008988878, 0.13299667918314836], [0.13389489505992874, -0.20699245197204336, -0.18712392375765718, 0.10797544487048734, -0.10033574264701824, -0.06146995632897542, -0.1644802709037946, -0.1782600699409213, -0.03242317766787081, -0.2541810495423167, -0.4133155292951514, 0.13086408879186523, 0.11502648641776081, -0.23169771160715277, 0.1245164665684782, 0.1547417082981092, 0.26901286732867974, -0.09377553564274563, 0.23083862793684728, -0.010317670414159395, 0.19994446268886584, -0.0700769000015567, 0.1543617275312765, 0.15016755578176774, -0.10502803736940805, -0.24615127360956313, -0.09151207374738073, -0.2981767661863154, 0.15427215844734468, 0.002874945755556694, -0.022140857601984084, 0.29538693884465306, -0.0542457258423097, -0.012052426601821256, 0.0429042771039522, 0.2836155638316323, -0.15947615902185305, 0.19973515137212983, 0.14535895658284903, 0.3656354659623985, -0.10067021274077322, 0.05453827886566537, -0.020326842268468048, 0.25237255122541546, -0.022242261682898445, -0.06354512779844856, -0.029918697318574675, -0.48126252160362676, -0.08348538659380561, 0.08712835493601082, 0.0290664403763601, -0.18652836898736963, -0.08828052311785965, 0.2070384911143272, -0.3324370880917602]], "b": [-0.49144440096614783, 0.12807835766823758, -0.17981437593881677, 0.20921218195533836, -0.4058975610390486, 0.008126769243719075, 0.320209931175433, 0.3097025135976254, 0.18644652487739188, 0.6398951913284046, -0.28362349418744554, -0.04939677669960171, 0.07358480565789538, -0.10259081674753855, -0.12074116299205992, 0.06854978556374827]}, {"W": [[0.14814025769179667, 0.16294438837781144, -0.21506813739893726, -0.30874552619509865, -0.11398807508984728, 0.020225611780747478, -0.03380871665502718, -0.24611729340134414, 0.20300351823788, 0.07698863725024453, 0.2934506173802588, 0.5270990186874736, -0.0844341366355654, -0.32432064135956995, -0.11997876686090868, 0.15373348710123608], [0.25537120603676094, -0.13819285819088273, -0.3838105611993063, -0.03998709168509512, 0.09266996022425862, -0.13622301897189848, -0.308644447084896, 0.03388981365185414, -0.1432406125138595, -0.28807345920423416, 0.07363763255265968, 0.1540113894748978, -0.09304427968527179, -0.2519398117371623, -0.24549188869266358, -0.3559740923293109], [0.16886145542903194, 0.1589252307098702, 0.3417385972248588, 0.05491729007845593, -0.27224778901074564, 0.2181396237456967, 0.19420263093765686, -0.20799941099074848, 0.028956518024303518, 0.07156711625515855, -0.11484419820600306, 0.1291439791406799, 0.04980985123427863, 0.06812320040923943, -0.3894809675643593, -0.06696563760972124], [0.01925839459371652, -0.3873956159589094, 0.3837427204998091, 0.1059040006886404, 0.20184129490472344, 0.16908634159073455, -0.17062704800292977, -0.019667968829680686, 0.1885428035825519, -0.7009850580645527, -0.238057147381161, 0.2730081782623028, 0.25293215281018655, 0.4066861940750015, -0.22010825587464866, 0.07511748122906425], [0.38066214410702354, -0.28284625314362566, -0.3990039002748121, -0.031389601847901454, -0.7281920282047137, 0.2892819170250425, 0.1295867448607491, -0.1732535991929851, -0.06275490263122471, 0.08108788029648531, -0.007401274797440698, 0.29708474866030377, -0.2705611427892331, -0.10380232611437397, 0.29496102366241733, -0.1975737933538239], [0.2538478168711151, 0.4985848290385586, -0.19223529796773137, 0.08501221429015166, 0.06686784355181737, -0.005472143558704481, 0.24812400529677975, -0.18894128829893153, -0.1783722651596615, 0.24103930048953334, -0.009989504504296857, 0.6048427834652277, 0.2848456909340467, -0.07667497168466975, -0.2878971492540918, -0.16180829763554538], [0.4031840082885497, 0.13791530952511732, 0.037237841515857635, -0.08639304225577552, 0.33525354046005446, -0.00047492230574317147, -0.0050060391394418395, -0.3672520427849641, 0.1573800045502296, -0.4502672367734041, 0.17950732503133515, 0.03173148229811536, -0.4201907120586004, -0.33353820159922043, 0.008902451246729347, -0.20846625047285866], [-0.2822505521934512, 0.48999640324593324, 0.33288339475248085, -0.18017628232940466, -0.23712872477472086, -0.11502425009564025, -0.17108707547508822, 0.2267681726490396, 0.0435752548787894, -0.061442265334058985, -0.12128006712316239, -0.13583632998579206, 0.2904118367648097, -0.09915036116918202, -0.07749020672439415, 0.5845448908497802]], "b": [-0.04715363625951538, -0.621207951809941, -0.077144996388546, -0.35541073590271005, -0.09372342502836789, 0.3499162828187371, -0.2541748742690315, 0.186130400106519]}, {"W": [[0.1998226130295333, 0.5341388393833049, 0.07943793679993119, 0.5579591561676354, 0.3292494505800344, 0.02716981578847761, 0.15161637703295316, -0.010310035833440047]], "b": [-0.01108556438813929]}], "training": {"phase1": {"device": "mps", "arch": [55, 16, 8, 1], "epochs_run": 23, "best_val_mse": 0.2418508529663086, "train_bars": 17163, "val_bars": 890, "target_k": 10, "vol_window": 60, "target_scale": 2.0, "val_span": ["2025-10-01 00:00:00", "2026-02-28 00:00:00"]}, "data_file": "/Users/jameslopez/projects/TradingBot25/data/mlp/COINBASE_BTCUSD, 240.csv", "data_sha256": "56aff7ce434502229df5c0a12945628d2f9744f7fa4479175797a0a7f17fa454", "train_window": ["2017-01-01", "2026-02-28"], "seed": 606, "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": -0.12016761700475326, "fold_calmars": [0.8310958076493219, 0.01973715106387815, 0.07474997850699745, 0.9341539115138338, 1.1004660406719682, 0.0], "fold_mean_calmar": 0.4933671482343332, "fold_min_calmar": 0.0, "robust_diagnostics": {"valid_folds": 5, "drawdown_penalty": 0.0, "pnl_dd_penalty": 0.16666666666666666, "trade_penalty": 0.07777777777777778, "negative_fold_penalty": 0.16666666666666666, "fragility_penalty": 0.022, "fragile_0_05": 0, "fragile_1_0": 11, "trade_target": 15, "base_fold_score": 0.3453570037640332}}, "recommended_thresholds": {"i_long_entry_activation_threshold": -33.70890940045857, "i_long_exit_activation_threshold": 12.122758234808032, "i_long_exit_activation_confirmation_threshold": -119.2860233947879, "i_trailing_stop_threshold": 0.0, "i_use_long_exit_confirmation": 1.0, "i_use_long_entry_confirmation": false}}}