{"version": 1, "asset": "COINBASE_BTCUSD", "timeframe": "12H", "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": [[0.20015769643375736, 0.001747649294733044, 0.13333733018225935, -0.1667556145594552, 0.09658724374263063, -0.14311043763951403, -0.24126520459112008, 0.3406256431101351, 0.04256147586389713, 0.039976152452240184, 0.2368848123283605, -0.1462999345540899, 0.12649092220953578, 0.005569411631890196, 0.289269130001114, -0.21846607737470616, 0.04273636332417167, -0.25658403303762634, 0.3054874247298184, 0.5613902306949257, -0.036866124964208005, -0.13725006323674543, 0.3346045931819945, 0.02897250512850999, -0.024699463225057387, -0.19368658383968723, -0.11978927425879678, -0.26086637570658483, 0.33729059889973967, 0.25299584141220477, -0.0628393697315947, 0.033497843534652516, -0.04284275653028655, 0.4142007528780428, 0.24696960870090892, 0.3157453193485532, 0.1940271557414332, -0.05646814828081947, -0.18137579947432245, 0.12263278159000422, 0.11165890107893345, -0.3326221950920076, 0.12552702206196675, -0.04446266302487249, 0.3083168697303186, 0.24568737208919925, 0.09905148969199248, 0.30810239891960817, -0.2642599461038573, 0.1870250029487036, 0.1326369589317287, 0.5130147319934374, -0.11422210701664517, -0.2062396939625678, -0.08444117256040665], [0.3539473097626817, 0.18902031492761112, 0.14362413419052608, 0.06709919157424854, -0.31170082852798336, -0.09680344186281292, 0.12640005753268985, 0.2020956300396892, 0.2751518362206809, 0.08430253998622186, -0.016650163068291833, -0.5790588175691797, -0.18599679631015473, 0.2658938151775745, 0.34631904781657286, 0.10169071279818592, 0.4225068724953295, -0.05039075471812202, -0.36408744631281553, -0.19379007078078045, -0.08227344744893024, -0.11826875489060269, -0.44381673180176795, 0.3460388022717145, -0.058317816322556004, -0.21985769395621677, 0.295250661607426, -0.26471362153857203, 0.17615557192166514, 0.14528853843673112, -0.0058278672562855445, 0.14143856029902838, -0.045460797880186594, -0.10952333060927849, 0.37242003180088457, -0.09071316572352525, 0.011928400459933687, 0.6250478286528146, 0.15088418845147228, -0.0920930830757058, -0.29062572428359906, 0.07363145403987531, -0.0952408562583229, 0.007696684357488728, 0.011349648669552449, 0.25403101534983025, -0.20410894087313997, 0.10548969533285492, -0.19751870977750896, -0.03972661495874147, -0.2873505264855305, 0.1101029420168518, 0.4317033669784417, -0.294863747216832, -0.09796010547056261], [-0.06011274735886143, -0.0536318932683754, -0.07622358041363764, 0.15758863701131282, 0.28393515628442195, -0.276220624234661, -0.15145374937195982, 0.13754497895890117, 0.23019251442152497, -0.3735312264293973, 0.10669030745327285, 0.19067359190755845, 0.07516086086485824, 0.4456522914740903, -0.38402909954356995, 0.3320250176696278, -0.16567660966845926, 0.040352358803832505, -0.032001727848332814, -0.18691448720937082, 0.07863156288863116, -0.20650457679541495, 0.041118852458816316, 0.11003598417868575, -0.09787047118599208, -0.3480864303721455, 0.372416811742505, 0.16454660343946095, 0.3276506164528385, 0.050772520160852125, -0.6451101637200823, -0.009850993491498691, -0.09589520880066865, -0.03696289049356497, -0.22746845145937084, -0.06066427177051576, 0.19607781926729068, -0.14930836878825712, 0.009049551568628241, 0.1191879218151747, -0.23844920261157787, -0.1748230385088036, -0.2275745738082116, -0.30850045042565005, 0.032917573309191116, -0.18266321750856973, -0.2630612503677951, 0.030374356567876404, 0.17955264132850784, 0.23881097787308314, -0.11609655915862604, 0.041634112835889206, -0.115553761887727, 0.22082222653907235, 0.08500656372317175], [-0.05068585446791844, -0.09571411027686585, -0.29221084795662444, -0.05360535788860609, -0.3638885334892914, 0.09020053958416835, -0.07557189068629237, -0.09344311000680074, -0.05724440721903539, 0.05840168334547048, -0.2843161747657174, 0.1995871893050398, 0.04806239290588598, -0.0750422150031466, 0.3015111489306477, -0.45596262198103243, -0.14969570752133923, -0.485551660594956, 0.10331054029312657, -0.3278101694732477, 0.049337181713825694, -0.010811780064153273, -0.29136097529439503, -0.15217170779026085, 0.10380553535759518, 0.2689116059873664, -0.5055402605758049, 0.09741737145065402, 0.22936524303658287, -0.45246189782387747, -0.2063280017463294, -0.07271451861399605, 0.01972925315031144, 0.5063419510521614, 0.4624696009734608, -0.0787456286619286, 0.2502390821302498, -0.2176693076072062, 0.4650862308124518, 0.0695104039720293, -0.3557592349532947, -0.15457420329721017, 0.10604066930360727, -0.18355747194746602, -0.08061802528887593, -0.6650230426083996, -0.013259441180345069, -0.2589895380697662, 0.1488388592851078, 0.15799019746928686, -0.2376636037188666, -0.3828906100188557, 0.571310053559689, -0.1735877011277268, -0.4291430869332787], [0.19138174930816754, 0.004725823519914324, -0.1151310977609671, -0.15275414867192794, 0.308635070077241, -0.5816746200364112, -0.16716890518892982, 0.34402414147175686, 0.3760397215435623, -0.2182796024484946, 0.3419016704515872, 0.12913095244038003, 0.17937789694964762, 0.09741292879968788, -0.07810806365313289, 0.16420346305698183, 0.045103762329867056, -0.3101418014235774, -0.27906990030456746, -0.5300547297640644, 0.40670248464750547, -0.08937531053622383, -0.05224489117033714, 0.00824928697898901, -0.44805619539093106, -0.1216123329713594, -0.10715790004955678, 0.24547774999995015, -0.4255588955727341, -0.22935624637025337, -0.14933927645976397, -0.10859093282895768, -0.07754651912060771, -0.07494258239030718, 0.2490726431501073, -0.25598154915291993, 0.041902275501762815, -0.16711265462265112, 0.11070983747018528, -0.2407827132969115, 0.17944373024507929, 0.25876756718647326, 0.047890811180774144, 0.18153368949475984, 0.3073295055189769, 0.18201475055306385, 0.15131501483009008, -0.29226191655219724, 0.14238321987947722, -0.12160692918833306, 0.23707000738616119, -0.13862433378796413, 0.380647873258516, -0.2268838100084362, 0.13826385478902561], [0.08252052685465966, 0.24656938330061942, 0.005215023015376748, 0.19876069756463477, -0.5066203150076306, -0.12472724681080385, -0.23459121523335116, -0.24549531761149201, 0.15038380667998982, 0.07329098562809962, 0.14102583946169608, 0.45159979836742953, 0.44780475221477967, 0.20993807543177784, -0.16405241180797941, 0.07344511028553942, -0.21371110823599299, -0.02143194937721053, -0.03751492171077139, -0.07033045088731239, -0.22042505865196055, -0.3662938511225623, 0.002360099217538235, -0.1539642146692084, -0.09508953618805162, -0.02614032498547928, 0.0575209400377366, -0.09298913583297796, -0.20440101842449798, 0.1836181173213599, -0.05789254758544972, 0.17522363908568495, 0.10107705215953955, -0.03390164510243494, 0.15316974560670893, -0.025130491918716233, 0.11466447306118038, 0.22637319342924944, -0.265997848149715, -0.027155799286833707, -0.11602313334368022, -0.01764849493822804, -0.07510083123484132, 0.12798263410939553, -0.04476694719895426, -0.2740424244360764, -0.0009901161581110356, -0.15912342675792868, 0.21433135302738685, 0.1832909234991718, 0.2651650808834151, 0.2846005121876557, 0.09524969274546273, -0.025467207078231444, 0.4003995079349619], [-0.18980194078836446, -0.4592574997911403, -0.42361207432953685, -0.1877789165210299, 0.14238359112916402, 0.18663009356564064, 0.21873909853388088, 0.16415904635612327, -0.14303835287163508, 0.3701059889080843, 0.1194549085713127, -0.4823937926372763, -0.10751148906808508, -0.3091854328928475, -0.5086423877233841, 0.17108111461243725, -0.2510880999798181, 0.26423666292656506, 0.14415765742970924, -0.08807892683504044, -0.029440021233877477, 0.290637237738884, -0.7849024555307236, 0.32038853142131685, 0.020513760136462042, -0.17915609054457624, -0.01810193141717969, -0.07155511399535062, -0.23820505107406875, -0.2951504929059658, -0.17288984782374206, -0.16121538882921854, 0.2103354554544078, 0.4492674017413616, 0.15491619776695292, -0.10690442098445666, 0.007140940033702586, 0.2462933861077479, -0.32910287978127184, 0.023926592964105597, 0.007943647234502325, 0.26562155829698575, 0.23401314430477976, 0.05956142556356754, 0.09862661724987469, -0.047182399710620694, -0.2826103090289725, 0.2319609055498345, -0.4472214763723211, -0.026937703459299637, 0.12321452637393786, -0.4385298544617186, 0.1820187059399669, 0.3309332781806629, 0.11530799660175495], [-0.22232897017195954, 0.11547177038970877, -0.023799666919042384, 0.26712909532290674, -0.12218204285464021, -0.022041164720223695, 0.18718792853844807, -0.2381367610286117, -0.1458189490234775, 0.11626253340751315, -0.26505635571622227, 0.3114955458227423, -0.1566170579827404, 0.22927994413966388, -0.430913415315398, 0.18080869641924854, 0.26371253072190415, 0.068914478554844, -0.10800196183655256, 0.0037009917031067792, -0.19288243955362527, -0.03779408640005243, -0.08727709869572547, 0.12758372834156534, -0.14287388072469062, -0.15230133750216046, -0.3282865862256296, -0.22197601827920618, -0.3431932569169626, -0.24868656119235316, 0.025331521210312843, -0.1425303551541136, 0.11517560339488986, -0.15739618094598196, -0.3356558953580763, 0.046544075249337874, -0.22648796883649344, -0.0383847433670774, -0.11026460881532313, 0.09060472784754703, 0.24220629086774415, 0.20007944655081747, -0.5751435565469112, -0.3193691133639344, 0.043898281892179127, 0.33895962839012356, -0.11823143219898026, -0.28695246710457456, -0.11824815192313462, 0.2002313923529569, -0.3825776370419077, 0.5855395059513616, 0.15147087383517482, -0.02578552900178491, -0.09857399758777234], [-0.040310573645403754, 0.2077809942222639, 0.4325303165078617, -0.12175517607793823, 0.27688612707745996, 0.3424459498779034, 0.1802078818899754, 0.3552887547663725, -0.06130637797992505, -0.10861948986132276, 0.09878794937048525, 0.2661209187109262, 0.3103226784409064, -0.0040500712755960205, -0.006589424776851458, -0.2467357020914171, -0.1368927745211861, -0.17857579196269682, -0.2966908080915838, 0.15644255018356373, 0.07373435432396569, -0.17353734887276376, -0.03510716429475921, -0.26662009516120116, -0.030503672141188036, 0.2410770762961511, -0.059103206587726984, 0.48403675275770686, -0.03142436359117162, -0.30843624163713035, -0.113309966919231, -0.047248688458604776, -0.21280249914591368, -0.054127258126140616, -0.036922942004949916, 0.2125015268139463, 0.02870652271739752, 0.32850853724279044, 0.05855057431624021, -0.28468871546492897, -0.18977084422234597, -0.4090209920175473, 0.2866781590933868, 0.12026190338085832, -0.1676577807850653, -0.06974566728025271, -0.16013646836079679, -0.27033420326366964, -0.014731357654066517, 0.3433568883157373, 0.02715186038615492, 0.18624420187366936, -0.4670497166558152, 0.11298519194237908, 0.052954573485354685], [0.023237312277899526, -0.017524865934723945, 0.10779902881793135, -0.14090319413868385, 0.01782037382390675, -0.22993524509844881, -0.007086251068999017, -0.08455118636762866, 0.26365390350239326, 0.13341716276694784, -0.3728454731595512, 0.03593468972488309, 0.07038359615080096, 0.31918633618341646, -0.28374089430053995, 0.0994009610315801, 0.3054939222435457, -0.27693464344795427, -0.04700608487710364, -0.17814226359672028, -0.051175834069453786, -0.2826423279018561, 0.16273856623351693, 0.07415855109023264, 0.39478902765640966, -0.09089018636047216, 0.06795907458335428, -0.04145607382378037, 0.0529365846004146, 0.05335383861174449, -0.024540059743130362, 0.11956066842261345, 0.41054546128679026, 0.031080296993764363, -0.0024748966431105274, -0.020425060574435706, 0.21402861557590933, 0.0551751660153068, 0.17231385365170585, 0.06426201304877699, 0.19249503900674866, 0.14087333198064253, -0.2526678009329962, 0.14609473841845388, 0.41627197841025554, -0.06595499840614466, 0.28781561114773546, 0.24824583066043227, -0.305352042820743, 0.02540535080796317, -0.25036058388720434, 0.4630968610105937, -0.06827055687628872, 0.41161365212388673, -0.26345789131549385], [-0.2552262598855604, -0.14102436905522012, 0.09956340352377262, 0.207509231652145, 0.4164106284688352, 0.0143138828897088, 0.07593346020842562, 0.5290005556153723, -0.08613625033391359, 0.32442297314002416, -0.03252529108590739, -0.49336953817721685, -0.23663083826348386, -0.005982184844544131, -0.042205860241359736, -0.0869976833536725, 0.17654212621461537, 0.03034899162440121, -0.3319267088361801, 0.1428984131559117, 0.12130554042839335, 0.16161570778621862, -0.3191466510318241, -0.28976410394963464, -0.16742790733041701, -0.4367870501419403, 0.1110216370478305, -0.14789658529664604, -0.03340400139501721, 0.1089604488664171, 0.1694855765479576, -0.09226837193086512, -0.25108009601530124, 0.03480758892395518, 0.08706934081378795, -0.09094887671981752, -0.09568934373444084, -0.009323995420851335, -0.32303212034286516, 0.29251158753942197, 0.05123986474026704, 0.02444812475526624, -0.06309821011082947, -0.0345287608323301, -0.4365715544569606, -0.1099071660173449, 0.24378472420062147, -0.053825615933572296, -0.17047520319347179, 0.3290988192675409, 0.11339977650120622, 0.20652465559350122, 0.06416774647212403, 0.010310172519776159, 0.4664810019323446], [0.3984582194364358, -0.48453699648380744, 0.4666044999563929, -0.013291703010157821, 0.425237981216113, -0.12386076037901966, 0.13486982970508396, 0.20529411866765776, -0.27934417415675455, 0.31705943630749467, 0.14726129353477188, 0.442499272109243, -0.2672266481909184, -0.00928328431052522, 0.5917983348836642, -0.24858020755164792, 0.6299756939800883, 0.25782471393025774, 0.2566128550499683, 0.0572669812390861, -0.08754903856159123, 0.1311960868744357, -0.0640117350741191, -0.06291754998462343, -0.11990603198887033, -0.03656138258961211, -0.03912091556432531, 0.28550195419428165, -0.08622888607204865, 0.2927537281602333, 0.2668527840159806, 0.04933725083943237, 0.1677217096467666, -0.04312860414637754, -0.19166204755007413, -0.40464936002175006, -0.15795193798561613, -0.12022896115448276, -0.18773617585610597, 0.010424330245604995, -0.10167000619908556, -0.1624101822269702, -0.42062361080732824, -0.04504835743268122, 0.0013700108269360627, -0.14224290680047494, 0.4799982328772191, -0.30448938278219756, 0.2602958754105252, -0.044596359169823074, 0.005367381860208559, 0.6427412322515544, 0.1555981428104383, 0.16773572022911354, 0.0752200754004275], [-0.492469719475931, 0.03382476404448927, 0.3163650924223812, 0.28160143712488905, 0.13947903393109298, -0.1765945660827216, -0.16964442085442924, -0.11964401002087571, -0.1661579236559208, -0.06947728027336296, -0.06083918271203487, -0.4148747176231485, 0.3860892431222628, -0.26061286695708447, -0.09121773312733693, 0.34050101785520354, -0.24799498229264644, 0.08776610041529005, -0.31098605084055364, 0.26276306756717355, -0.15454564415447025, -0.05003339908899416, -0.06728852832795706, 0.4399701564567082, -0.3750031094691774, -0.248021516771894, 0.012011439009673955, -0.1730796913720266, 0.035126933094662485, -0.11804487612676953, -0.18750106390318416, -0.09632491196659299, 0.08844113986543799, -0.045056482573469704, -0.08932306448002153, -0.1684279881365146, -0.07853311708614935, -0.28266331205886697, 0.2686957520331604, 0.30942648551039004, 0.23577598666268965, -0.5347456727201901, -0.020468428312118682, -0.18385686993131142, -0.47238360142854874, 0.021986232031130808, 0.0020852348649577565, -0.1144879028159231, -0.0057261869382634325, -0.1333260403036799, -0.03866950854699045, -0.07045444611217282, -0.2856835788978811, 0.00414634519774601, -0.2028437065082313], [0.11579014869349838, 0.10011535788728518, -0.18616319951638471, 0.3418942860154863, 0.46391474323291415, 0.09518135342210303, 0.029027165856148056, -0.07467638507822362, -0.147050224603266, -0.09074028155452563, -0.04005991256474604, -0.38888874951007324, 0.31175005109022896, -0.04955868643221725, -0.4254298832244364, -0.05987641309272569, 0.18228205517698698, -0.23645884434279352, 0.17636087527139416, -0.1866605850768408, -0.10146861579665029, -0.20367695390365062, -0.422670987024167, 0.06639104789244359, -0.14382702060727745, -0.2179897304020397, 0.10170759260014282, 0.1497891554814094, -0.456734921347328, 0.056424924638486404, 0.3803154578468372, 0.28127670585062614, 0.004325663423947267, -0.12498811857069694, 0.015132470615762799, -0.14526942335346385, -0.41472010440525536, -0.01649683027325132, -0.14673083969212697, -0.01945187995621532, -0.19633748474215143, -0.07376379445946504, -0.030785934752992853, -0.23330445370933783, 0.1289977397899133, 0.04816941769766483, 0.05399419964682438, 0.18896631783165663, 0.2760378980087633, 0.17407329138355723, -0.16636605417341088, -0.326771316282591, -0.10262645166728873, -0.29186875418277575, 0.059316626540165035], [-0.06300173456498792, -0.4974675691759813, 0.5508034593706186, -0.28902272431798726, -0.006320869429201972, -0.1663589549596779, 0.1847663652509234, -0.009910688617066517, 0.029462208281196566, -0.01595840281342182, -0.06421305392246096, -0.3449548615261371, 0.11089175722745927, -0.29354502819843126, 0.08161046979933134, 0.029488833225793272, 0.08010619434767628, 0.09588371223028036, -0.09015538837150798, -0.11183263443730265, -0.11157610070483165, 0.05885839138885625, -0.180122910603318, 0.010607107866882983, -0.3341608835673688, -0.3606338717319377, -0.206775394499432, -0.07724709845023378, 0.2181259490360369, -0.21660443906663704, -0.3716910141630592, -0.054439504797733906, 0.3183345370513262, -0.2784976263373644, -0.23886110146476996, -0.12022305473779746, 0.11145972522470929, -0.3040093226178497, 0.2910732714826362, 0.12726497942738177, 0.07411826831427741, 0.19231689117223164, 0.021050562932223477, 0.06602664449444215, 0.015054543819292282, 0.1882233065148705, -0.008866669477446604, 0.04997641629392727, 0.03164161881805083, -0.025510984206124146, -0.28692174096387757, 0.18264309924369007, 0.1761877843109452, 0.023852526669445366, 0.04735681968154432], [-0.016503821567033512, -0.18936908319325327, -0.06377623070945551, 0.29129503629996273, -0.050482071986534344, -0.1360515222200846, 0.060447038539718945, 0.3290599421643673, -0.1979306213883208, -0.2242293144049686, -0.2891924595867909, 0.1291091793371047, 0.07816234820269732, -0.22910730823913786, 0.06048430956505269, 0.49734591742195006, 0.31241960531075486, -0.03258655584254259, -0.0018482687947611494, 0.12952463651158094, 0.32271591250665893, 0.32013081497778506, -0.17727245619361975, 0.5086242776772539, -0.1208743737842223, -0.32111219865514706, -0.22390158457977843, 0.35873475898627827, 0.02260559839758169, 0.2599943258942999, -0.2034130392622944, 0.19076313817241475, -0.03146125726794375, -0.09034604211313887, -0.06007850869378506, 0.17360978907885236, -0.24926751217075951, 0.024280572573715273, 0.13308837563633358, -0.6058630852662067, -0.15224873354162824, -0.1306132507012219, 0.1894365188441895, -0.3298501242072005, -0.1351938253563952, -0.18269349073441504, -0.1596016412703538, -0.04485537200019203, -0.47207647016837617, -0.25569502965248336, 0.19240820250173618, -0.3111851092448075, 0.2590661025952389, -0.11845323261139135, -0.26187934408269387]], "b": [0.06968198639957758, -0.14788679789899525, 0.43759574628063225, 0.33978356912103197, -0.12708641041392985, -0.18325209609315216, 0.2948093815986665, 0.020903066098204234, -0.08424746289091863, 0.2230853899143621, -0.2570136749849988, 0.0312531253546495, -0.1275673401933744, -0.06579001597458056, -0.6195403941844709, 0.21594018002794796]}, {"W": [[-0.05769307398790615, 0.5305452230459337, -0.3639937967823886, 0.11707465639659687, 0.15192423832936633, 0.14493737218092528, -0.4777348591762483, -0.03706316548739719, -0.6399618523623867, -0.5302112715783234, 0.11936360774016228, 0.04191934475997236, 0.10945795528060177, -0.2211626571305021, 0.072680880446374, -0.416732847533843], [-0.2712457217861472, -0.38064500891896064, 0.057332005963977736, -0.35335587151091385, -0.41940341105128515, -0.1561493767026127, 0.11709664372482598, -0.29710317672450104, 0.42659799094703166, 0.03484029160057042, 0.4495859540493041, 0.19292225446353212, 0.387650580295693, 0.053585235711061704, 0.3109819797414395, 0.012005059299516268], [0.20991776863809414, 0.2562810163174183, 0.2894527657439231, -0.13085416123690174, -0.14239449734205473, 0.05478153444333265, -0.07129336387306755, 0.3844072371362422, -0.10230287973739854, -0.07570238155267967, -0.3660755292163339, 0.02672259161558184, 0.002475129823771422, 0.1676645169837332, -0.21109689991088615, 0.00046528924165592164], [0.01791813056796706, 0.1602601267007072, 0.34974251148363766, 0.3875671950731068, 0.004014381929163853, -0.46850090607836753, 0.5567015449357678, 0.18136540688528646, -0.4290463711714217, 0.3377246417452013, 0.009750781726914202, 0.0477897849992088, -0.11010294286442704, 0.375799713075207, 0.01363959290876935, 0.5555487410934286], [-0.2282551867550924, 0.06301460212004553, 0.5089708167623112, 0.22255551947990218, 0.21659004713723853, 0.2715198231035563, 0.10788993533437496, -0.0190852000704749, 0.22483531407629012, 0.13990507754296416, 0.10333064742100012, 0.06474129564372391, 0.22390025871422617, 0.21375059499538618, -0.0009462742253975726, 0.19955773641514984], [-0.10876053390703039, -0.16589441142094913, 0.013569408439659127, -0.5005498581692263, 0.050310995450245644, 0.14271864848725374, -0.007875914203164285, 0.09394672968902444, 0.3361682143936309, -0.07684434825241854, 0.06587895781854497, 0.17393670874015948, 0.09052413733881011, -0.04497220839439457, -0.1524612355447228, 0.04822964423321112], [-0.6176875267851208, 0.19270200090831874, -0.09020402696126412, 0.10546675850966797, -0.18278800657523334, 0.11861082259441014, 0.06444512745590038, -0.15561886328664593, -0.3340855323425489, -0.34622241116176344, -0.08636485900914329, -0.05274795602988826, -0.2783688788490743, 0.2633006338155812, 0.040830439705598465, -0.07591607486387164], [0.003133675844132912, -0.06870929978205884, -0.0347018793334618, -0.24414434855121264, -0.05494911247791791, -0.6173458373402212, 0.41808442618284225, 0.2552032899023375, 0.20153058669352292, -0.34567022782830115, -0.10759780344670093, -0.004370499653904111, -0.16028946636288977, 0.1849425954402642, -0.42148746693940015, -0.11243589031371737]], "b": [-0.12734147300240797, -0.18655626886858134, 0.16004988841617396, 0.07297872403154827, -0.37959714532576627, -0.07149519105988025, 0.35080869313920304, 0.1175075731946415]}, {"W": [[0.24316638379976513, 0.022444855606200083, 0.05530869657214688, -0.5400014182768347, 0.03717541027972898, 0.1642174658554633, -0.2131091876587161, 0.22315422792776046]], "b": [0.011100295241957978]}], "training": {"phase1": {"device": "mps", "arch": [55, 16, 8, 1], "epochs_run": 23, "best_val_mse": 0.27196043729782104, "train_bars": 5722, "val_bars": 291, "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, 720.csv", "data_sha256": "23aeb2371da163e918a80d884ef0a1d99117d78ffa0ffbdb5467e748b97d3664", "train_window": ["2015-01-08", "2026-02-28"], "seed": 6154, "regime_filter": "all", "created": "2026-06-25T16:06:10+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": -2.5135379741173485, "fold_calmars": [1.179859828039875, 0.3139848252577252, 8.011318881140362, 12.890551024340976, 1.66907979370998, 0.0], "fold_mean_calmar": 4.010799058748153, "fold_min_calmar": 0.0, "robust_diagnostics": {"valid_folds": 5, "drawdown_penalty": 0.0, "pnl_dd_penalty": 0.16666666666666666, "trade_penalty": 0.08888888888888889, "negative_fold_penalty": 0.16666666666666666, "fragility_penalty": 0.088, "fragile_0_05": 1, "fragile_1_0": 19, "trade_target": 15, "base_fold_score": 2.8075593411237065}}, "recommended_thresholds": {"i_long_entry_activation_threshold": -20.43106774361213, "i_long_exit_activation_threshold": 75.93888948487364, "i_long_exit_activation_confirmation_threshold": -54.75931031388575, "i_trailing_stop_threshold": 0.0, "i_use_long_exit_confirmation": 1.0, "i_use_long_entry_confirmation": false}}}