{"version": 1, "asset": "COINBASE_BTCUSD", "timeframe": "6H", "arch": [55, 16, 8, 1], "activation": "tanh_closed_form_clamp20", "feature_cols": ["stoch_norm", "macd_pred_norm", "osc_norm", "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": [[-0.5041318866966243, 0.08619190660751237, 0.12400837437812665, 0.17199308399991525, -0.05072833925918107, 0.16965311562872384, 0.011381545400421435, 0.2318107756384256, -0.11903067751041851, -0.4338619749881513, 0.1216022293619874, 0.1965185313922727, -0.24479577225229185, -0.22228338526792735, 0.047080912094677074, 0.19131108421345136, -0.07065621092866951, 0.06691173169558773, 0.042040214738440156, 0.2217025267608493, 0.25338188492307695, 0.00469001894086013, 0.0018914435597109066, -0.049900380645633784, 0.05832393720961838, -0.45249392640540687, 0.311370213418799, -0.08395449302859562, 0.21135882951364643, 0.09207448376937827, -0.6354095082887689, -0.33886603796777304, -0.23334275485986009, 0.215890003895857, -0.2381443736794077, -0.2981660850493219, 0.09537807272737098, 0.3328142233993489, -0.14857281723050358, -0.07269665450667373, 0.1043910712337702, 0.15318589466457883, 0.14789931408714269, -0.28763395586522067, -0.11154577300112888, -0.12661573319594474, 0.17192293894166388, 0.07457121682419073, -0.0653006127191666, -0.010010754829597651, 0.008408768915107029, -0.6165033669749811, -0.49924982861819434, 0.6475022990815886, 0.23730264153119388], [0.08387548363172971, -0.13746486786809703, 0.015565579605198138, 0.23168203786209773, -0.16017264573969126, -0.0071934747213830575, -0.018395627485873096, -0.12263115125025334, -0.043568033063331325, -0.1214949176710753, -0.03975527162489692, 0.4097814177212275, -0.22957299723786964, -0.12421193185926281, 0.15786375961615298, -0.0677411517821684, -0.028994822911406853, -0.2984543087015284, 0.3350604708334566, 0.04966028452628961, -0.0050440902238711866, -0.3244805647516026, 0.044788421397712136, -0.10549901446047619, 0.19175451889332215, -0.24715805005973573, -0.17852214000823968, 0.020596344590201956, -0.1639564973393253, -0.4615263421260643, -0.06654048397699547, 0.48123318768468143, 0.10047778061500307, 0.2074100332937819, -0.18980328615217407, 0.47701335756793034, -0.12186189325828577, -0.09809220629164778, -0.19380256178491456, -0.2243200970412894, 0.006513863723910629, 0.37762244374894505, 0.14934009883513152, 0.3161555793082696, -0.6760442411382956, 0.192957384380048, -0.15412059151217836, 0.37322476975724744, -0.007686519483758424, 0.2211975789304542, 0.04270798747171624, 0.14246386627213634, 0.4064548608387324, -0.7862363196276387, -0.708483704337415], [0.2713840454139192, 0.089890695986835, -0.3127343420535451, -0.40928615383577505, -0.3322669548365819, 0.3274497002231001, 0.5254314232865045, -0.2837841977514286, -0.026191468652642862, -0.1360361277577326, 0.24123127758561497, -0.03597583266406593, -0.19484803408943455, -0.04763921419561766, -0.008001862431118206, 0.21969743743734493, -0.050829120326229424, -0.05277777342501444, -0.2883851604115888, -0.19194654088511875, -0.29575963276220874, 0.236287635425791, 0.289087751302723, 0.2678860892814944, -0.1318646427950431, 0.024876484041964728, -0.3305772249405055, -0.029150010294730896, -0.2708593177104985, 0.4188340285172697, -0.13779180514243033, -0.012581890914664707, 0.008875273612943761, -0.07580901300430487, -0.3815065762108392, 0.14392647035790757, 0.15181221716551527, 0.031242558355490443, -0.5992012608187279, -0.41265734024497014, 0.6219609350839704, -0.2077520037677803, -0.07635443990795657, -0.29584980753079326, -0.08120614849750059, 0.11753767101023876, -0.10762564948635257, 0.20899009167715948, 0.11920473307270962, -0.3023674837772762, -0.41220133839107603, 0.06884971492123437, -0.2815853433565655, 0.2569460613331905, 0.2167534877888624], [-0.3437779280246014, -0.297026562046711, 0.0718001713022478, -0.5841734582792341, -0.005453134535965215, -0.39123166914239005, -0.11694804574895881, 0.0912259140046536, 0.5985362495900752, -0.01424192779263813, -0.010357780790204538, -0.3935662109345438, -0.07025921445748631, 0.018198625604281676, -0.12121540347231809, -0.10151211929341244, 0.041211007604854674, 0.3774950841558561, 0.123698434650925, -0.5983918242872144, 0.09216801156393684, -0.6873736529072603, -0.16219081787009185, -0.3914835212449936, -0.26892880381738515, 0.15285683296959768, -0.27694652622249327, -0.4176419422230318, 0.041743721610290156, 0.20407313596436155, -0.5057019976005297, -0.14704760404056377, 0.2551811531201983, -0.24147881685692893, 0.15322838336935593, 0.2300763785781981, -0.10968271058195969, 0.17033505263632898, 0.2576214161093973, -0.5054269320387123, 0.4111676081734892, -0.049837222641535686, -0.1020685610911373, -0.301542872175597, -0.042054673939818626, 0.1338940889777237, -0.05927639908441072, -0.34133909058447903, -0.046559301771834316, 0.007443995731497725, -0.22393955585545833, -0.39616552853341613, 0.056118606970258986, -0.2266011867337575, -0.03366474300605697], [0.24221650922982438, 0.08315733161559276, -0.1645279182249666, -0.06421559826058673, -0.3665210483367872, -0.15191774104208347, -0.081834385301539, 0.3717039785820164, -0.26259787961215453, -0.013874548091016906, -0.5779011559864045, -0.11528389533413365, -0.15595925580673006, -0.34498945533270986, 0.22943340553963268, -0.15950053153555663, 0.1387784217726689, 0.33234903706442964, 0.02819206679897615, -0.12477132879432243, -0.19408108400721988, 0.012964849569080138, 0.21443010683231406, 0.11284529099772284, -0.5360769773627704, 0.6907249994505051, -0.4832306896965995, 0.14664962697506642, -0.5376047604792451, -0.20410731129425874, 0.25490612621790254, 0.29766483039066066, -0.18507353084646566, 0.09635310481944506, 0.2712242937384086, -0.3250894434790774, -0.1133917686266008, -0.1986602777357386, 0.28492869428757517, 0.3079920429385951, 0.14095782078331012, -0.39769962775940465, -0.053579522360605265, -0.348187597759976, 0.1928564330503204, -0.13651443640845998, -0.20049863103802357, -0.11596929504729098, -0.20215042943824113, -0.5929091496510915, -0.21574497508117044, -0.15837882258528932, 0.22216691265347055, -0.38308415151722813, -0.3268237141058735], [-0.03838002055207568, 0.09423087447713824, -0.40485796823389997, -0.05970128682520409, -0.36143310954607133, 0.2435673218871871, 0.14813732937419116, -0.09862738790360256, -0.28210677109977134, 0.2403545688157344, 0.1838436380318789, -0.30570677766502935, 0.1130169025212783, 0.08600887937415104, 0.0046857241484366124, 0.06070907645725308, -0.3833654116731092, -0.009351694725573755, 0.06032109728276852, 0.03574758160587816, -0.05023345195562297, -0.20357663489896838, -0.02102178479511866, 0.030975606357690255, -0.36116667025211957, -0.16867178230812782, -0.24042399558341068, 0.769585920905649, 0.019285901759491443, 0.19409597420235292, -0.15380932039555784, -0.27770044860545784, -0.10009676096541968, 0.25738404304970236, -0.14495829629328533, -0.3563416312432521, 0.027585396393895758, 0.21071185268786136, 0.46703547999260114, -0.23488696956177135, 0.4650609823284573, 0.13329959435603567, -0.0862858445691176, 0.07089797480573432, 0.09411164895312954, -0.06622107666405497, 0.012859481645958746, -0.13735112878998712, -0.21319220026776298, 0.3021866201030465, -0.1454559859823269, -0.06254214438882319, -0.2005664125370733, 0.006915834570161546, -0.16914611051453787], [-0.14240934578299996, 0.21794595922487134, 0.14873489306018248, 0.24317767033639998, 0.40048578631153275, 0.5758757394662162, -0.25920722869429674, -0.38080292739607496, -0.022824393924479713, -0.11703798730890196, 0.47987962001850804, -0.1632353124622231, -0.1599433866842397, -0.04813462952459084, 0.17414610077718207, 0.04608746822676481, -0.06584211083413587, -0.36437561956045994, 0.5591731311066772, 0.12012800750602037, -0.19451818318259972, -0.1264776629827752, 0.5545170081276269, -0.004844459064499953, -0.06585863201492281, 0.04542733478550159, -0.46901994946032965, -0.13405297392490223, -0.00189427457823922, -0.23279686585976478, 0.07618858834758664, 0.06983574956976654, 0.0641890823210923, 0.1654346672277463, 0.3764446451813136, -0.190648936419456, -0.08847150751357945, 0.07170341082731121, -0.05974579254688057, 0.10360051803886236, 0.06480844176525004, 0.07877300516155025, 0.18628253810043904, 0.02154287450288072, -0.3127314718436703, -0.16927800239714183, 0.4713348297696275, -0.05774618293694214, -0.387379004434292, 0.00785041514889482, -0.3417536681606412, 0.143508389141044, -0.058731130816164115, 0.18749508557595507, 0.06463409009746156], [-0.03862632986435021, -0.23564623872839802, -0.3760604627906631, 0.2681116931500654, -0.3413819664420202, 0.0348514839363973, 0.14513924137797668, 0.12225954428877323, -0.305639023659962, 0.362184279451941, 0.2142594078245442, 0.15852733605923458, 0.030363952545314588, 0.14524778138454444, 0.07179365424119999, 0.02963386446875729, -0.22768332052707954, 0.27456469097081293, -0.062195653451653496, 0.22177371579399252, 0.14574677711657746, 0.28447997404312375, 0.09663611534396678, -0.30864764019944774, 0.4453684071183866, -0.18931268394269996, -0.29184378847163794, -0.23746251612737437, 0.0988849345439033, -0.7512578553880157, 0.19173846373390896, 0.05852472461624811, 0.22913953079603905, 0.40242613729847326, 0.6179464224183695, -0.0017937521267494538, 0.2823988125364185, 0.17005022617001742, 0.04162512800457378, 0.636280428836609, -0.3522943575192886, -0.012860872044357347, 0.07022929664675956, 0.21402466370721865, 0.22060338592607787, 0.1369351719526332, -0.7751694318314197, 0.020202819799147002, -0.09676783208753204, -0.13730856117725349, 0.021242006911503037, -0.20004425523511374, -0.30263469194643966, -0.036281187948191296, 0.07191802054476319], [-0.1374008220645091, 0.16659609257597047, 0.27423965284915075, 0.21336031476374187, 0.19789748621342526, 0.32225925824541796, -0.13681224284503982, 0.1915021424686722, -0.17841200846471547, 0.1104429701841543, 0.4529538956910415, 0.1143227458670548, 0.21143444455542523, 0.24840539975241732, -0.20710095078512927, -0.013378526224408605, 0.366992819787534, 0.3349612590166756, -0.5062141701980072, 0.17722717328919335, 0.003731392092909524, -0.19622387931176632, -0.17836707937999505, 0.17682057110397478, 0.17942523479939324, -0.2213860983585215, 0.1461936572681759, 0.4709158571109787, -0.057507552229784355, -0.07238675348471846, 0.07592937221232365, 0.15627996195775967, -0.2184895144416217, 0.1446555639118608, 0.02884940740410537, -0.080408796426164, -0.2828004780638013, -0.13681387860988858, 0.20233213719568902, -0.08514859473629305, 0.04597750076946535, 0.21896920776670867, -0.13991963425979076, 0.13498000184306772, -0.5310913580302518, -0.09214589864698279, -0.1316678969913445, 0.17832342592724484, 0.15447369088892532, 0.2915246111222693, 0.13764851468684786, -0.15893652187425283, 0.31307606865090054, -0.3893931837385419, -0.1065463836731338], [0.05018186542738823, -0.43303508852836325, -0.11019586336734821, 0.1435558036835019, -0.21699909032205633, 0.23044057524848433, 0.4408208147419588, 0.2088725901058917, 0.019880413663102125, 0.017920668282290733, 0.08199882035786682, -0.1517776178868774, 0.0662321473569935, 0.23388731951050182, 0.07107543044145223, 0.3294323385495981, -0.3453726786257067, -0.01665390096556442, 0.01923383935088824, -0.5058136632011094, 0.28679798067315476, -0.052135092230861074, -0.2061866343359678, 0.5633663651699226, 0.49761921222453964, -0.16914485155506176, -0.33834610561509604, -0.019292039921559957, -0.09885332937910185, -0.05825600343831666, -0.09380673441535577, 0.0394791179043742, -0.3249156550662345, 0.03456555383689813, 0.5442457289288747, -0.001483597406647115, 0.2412850388579794, 0.03987921169668943, -0.18263824128212458, 0.09650932020991441, 0.5629983113357335, 0.02621586834336529, 0.22565463711600184, -0.16491823998383734, 0.33951724555693025, 0.2231679738266537, -0.187502394362137, 0.4645873224524506, 0.020740180667419693, 0.014961036578009778, 0.11936082356218664, -0.28288774140343853, -0.012199001255270077, -0.3610659522786253, -0.07745766875732239], [-0.22316153968689534, 0.00388786873929391, 0.198547035836948, -0.05982392828914122, 0.13315418903724907, -0.02059489353671053, -0.22887159915034286, -0.39468829743497863, -0.014693362111698149, -0.3047800409385812, -0.021882115680221963, 0.11731431355554552, -0.02475583116694177, 0.39475433761095347, 0.2860906286792728, -0.1894652935468154, -0.1173912661293999, 0.5956863175665914, -0.2266204251428105, 0.1805410279219836, 0.17946603974285266, 0.19764639641675905, -0.13138423390400483, 0.15591302400118673, -0.47481359088118924, 0.4870589801782856, 0.28258338974250563, -0.17303576218153843, 0.06976279291969073, 0.045837122465826344, -0.04585805333806616, 0.49097014579625176, 0.1401540169297147, -0.27525468651272833, 0.24545518640932568, -0.2566956909544155, -0.09381304916073041, -0.24720509346100558, 0.04224588583102139, 0.12211274929121368, -0.2191939807281349, -0.013215739781317945, 0.06733181166177836, -0.012329595645987283, 0.06066064910314825, 0.06219425181734687, -0.4081795442452764, -0.07332793047027676, 0.12835780797169455, 0.5359314096909555, 0.49988155583311444, -0.3209661214641296, -0.04731108321263947, 0.14953705024712355, 0.062450427490376714], [0.5072628636106395, -0.16945395772419744, 0.23260506240139667, -0.10380203517510335, 0.07298650355294654, -0.01435036519688912, -0.21556248844212467, -0.08648311571328093, -0.10758272241430838, 0.4223794278473352, 0.23352724278267004, -0.11308848990358539, -0.23260250327251464, 0.25141563967704733, -0.1177592725977601, -0.19450993900462496, -0.2720978479428226, -0.11592118276784344, 0.49809618698392266, -0.5708661084879688, 0.16538664287325155, 0.22636082785837153, -0.6094098427734239, 0.15094655400787438, -0.4597708197927102, -0.47309347599342905, 0.6294676985675909, -0.17281120071491654, -0.26692895512390136, -0.22199677914787092, -0.009865740628462655, 0.26619933609326213, -0.16446170433093973, -0.81340544955956, -0.1409472246760555, 0.00288452153409663, 0.30157847918520647, -0.08851479884783015, -0.24968397283736476, -0.19371474413143897, 0.03923957862908236, 0.2253554904580242, -0.24019640280625174, 0.12601801868224544, -0.10153490847110386, -0.03363320383821146, -0.1667436697098394, 0.08098892359255755, 0.18744575037317746, 0.0882214615551245, -0.07372775822508686, -0.3511549461774236, -0.0445599402866146, 0.38744019955874565, -0.10371323513868508], [-0.0317972278731013, -0.07981993099689505, 0.03266141519914914, -0.36487980505215006, 0.15637742426264345, 0.14396950603276948, 0.3236361973063626, 0.19622131387171554, -0.3551972343512922, -0.24072776519805367, 0.41326238776068763, 0.07467161855012844, 0.02360388414441412, 0.1921323937340497, 0.3917755591953673, 0.15371492475458826, 0.5960921672701718, 0.029242501352756585, -0.09856701431864005, -0.17275452354107745, -0.11208663168412436, 0.1366823969399764, -0.08135388047725059, 0.1072065422788149, 0.14737790763564704, -0.1404414553530022, 0.0448713011699135, -0.36477965702554677, -0.1121294844969561, -0.0006512722674556354, 0.04371063943313138, -0.054795379736207225, -0.5363651574305527, -0.0023397913318075197, 0.0558445626343842, 0.27980068600693075, 0.03574954416862583, -0.12794025915219867, 0.30149033374380546, 0.4323298119163693, 0.006827012185239956, 0.0492140738374316, 0.21166348293645496, 0.10102178790608465, -0.23223109171994522, 0.21174923212519522, 0.17913998376724444, 0.3270373765898071, -0.22982909813907956, 0.29177922907716874, 0.06337990217618268, 0.1418358894087155, 0.13558175715105092, 0.14119946374508413, 0.26067158726478856], [0.05275246918089911, -0.13300640541601694, 0.041651123196277506, -0.08047075352072974, -0.10055564172658554, 0.1293111967670614, 0.1111056852997791, -0.09590457418603787, -0.17658627772550423, -0.007373608486646019, 0.278667004555716, 0.07165020098128613, -0.20146749676006903, 0.26386534181828025, -0.13586000678905097, 0.14609929425407894, -0.038672457472866004, -0.30384586977128436, 0.2788745462816634, -0.2860223067177801, -0.03523661031209751, 0.11949850819661567, 0.08839727929305441, -0.47961048471755835, 0.03635064919717291, 0.03530975896194649, -0.12111167885058885, 0.08025718702132163, 0.0042909064305903105, -0.013997864586755206, 0.09827002163976199, 0.5666681230352268, 0.23007411487766932, -0.13229516350937157, -0.032286034241243905, -0.220746080698391, 0.10939611526221851, 0.36762956188977053, -0.011608850200457717, 0.36408843487368553, 0.476614303763018, -0.05487335974185211, -0.3044478066508179, -0.287056699100913, -0.06410565816601425, 0.23695051370700554, -0.014784119546850709, -0.04320963818036516, -0.05901816941892421, 0.2741436947904329, 0.23342331357504628, 0.08678179738326677, 0.09497553689091892, 0.35189304683492373, 0.024605694815575875], [0.001096807596523447, 0.1257565434923009, 0.019390284370840432, 0.08650888179802535, -0.09778625207285829, 0.14919453978230035, 0.33876596314333834, -0.005708985256453233, -0.15844858274109636, 0.09575343575833721, -0.07103859747926566, 0.35672587997929933, -0.10394259103728545, 0.1584582379314232, -0.18704707054648478, -0.3818138917582183, 0.03469172698449603, -0.3369529817451485, -0.41220447266070137, 0.40511935570022856, -0.32740309498662046, -0.03064946919265118, -0.014089012328282956, 0.4485036059305972, 0.044765376672562834, -0.19864984040365108, 0.5886451315510611, -0.23585094444150848, 0.2873554861926308, -0.2131594916416777, -0.1009992741840263, -0.08235363859349765, -0.35585709274029215, -0.6059211069904991, -0.08804444568399383, 0.20080951972543912, -0.08632126475037184, -0.26547006977694076, -0.007587195337044786, -0.17512804200218648, -0.004814165946553914, 0.0033937296468698683, -0.04146264835886705, -0.28151704744974815, -0.4419874957355643, 0.16329542907144656, -0.22380467067109253, 0.33934338323200497, 0.0490155059918101, -0.16863083077613036, -0.2776675969740372, 0.3857358235349113, -0.08998106361019267, 0.23757538428465058, 0.4185803724985463], [-0.02029959192210347, -0.03411372291730147, 0.09340221381764097, 0.3347810404705943, 0.2598433270621864, 0.255975062809392, -0.13085998520422576, 0.15671136598184798, -0.23103973209844406, 0.3302521286214539, 0.026779337750634666, 0.09546064719979223, -0.4579845942371106, 0.23318041530565087, 0.12710608444177235, 0.1562717928574851, -0.4285546379388423, -0.022083997598932027, -0.1284684491103232, 0.027619747282888983, 0.22973841192871053, 0.2747017648430331, 0.16754486272705757, 0.3507006940908679, -0.1294009118134998, 0.0775703547398613, 0.2298883695548233, -0.0951151875517144, 0.11215326454737731, -0.06821627003612202, 0.12723551667087937, 0.011975357603269968, 0.13971503778347788, -0.14752162392360563, 0.19970698178911436, 0.05972186002530744, -0.025392900922062575, 0.32243972919335584, -0.1926592905897156, 0.10236750322998345, -0.11827681059850276, 0.24133836052900448, -0.006679377398141437, 0.34149641277595516, 0.43969524494868634, -0.005388714158154392, 0.24847931500274995, -0.13959770651694614, 0.35833666976634093, -0.3180451620891976, -0.13216394398799, 0.03134234479423499, 0.06557601224963962, -0.12996905068636755, -0.0019253528319500834]], "b": [-0.29945298959534755, -0.11120422540836047, 0.47272243613454895, 0.020716032169094768, 0.12351678386243561, 0.03927885987183483, -0.032415239824470095, -0.06608247575007445, 0.35097157564470305, 0.13474169285793153, -0.3840742235168175, 0.405210321506389, 0.26499114538665286, -0.00413096218957551, -0.04010765257017208, 0.0598475222654705]}, {"W": [[-0.15117032138871733, -0.20481932546832604, 0.010032025142099624, -0.2797569945056488, -0.21570317346698745, -0.40429264920645647, -0.36610173158331283, 0.1892396571930317, 0.012212656216759474, -0.08730646390445392, 0.010221141255577423, -0.08715872810527037, -0.6425124361288054, -0.09813135032694131, -0.055361821699093365, 0.05227527109657702], [0.20618590638151407, -0.30626627758882297, -0.12623360205381218, -0.29467385484354364, -0.2759860844904039, -0.10151881571439571, 0.2561836413886394, 0.17316222923005037, -0.2492938102543668, -0.539021785626751, -0.3136575985019896, 0.046320564607872025, -0.0253744614502662, -0.25030234677316976, -0.0053072843216868115, 0.25725099224592257], [-0.29736509381714626, 0.08881558208296524, -0.16464129724190765, 0.029298487487008962, 0.26185372118858113, -0.26696200511094537, -0.4214634834926991, -0.12589644259485128, 0.15640480458520484, 0.005707027241132454, -0.13448797142083685, 0.058187934970000896, -0.23022539162355182, -0.021047437627597802, -0.09711888610156627, 0.21143854040938703], [-0.20171586797134347, -0.1300435375898612, 0.2128439000996054, -0.11450843120331967, -0.13840967228288176, 0.46625718817087375, 0.5515122842111586, -0.14404794366111426, 0.22204777075738044, -0.03777290615697534, 0.12556602173788767, -0.20652203842295594, 0.3454537466763852, -0.41042262928936024, -0.2212016298080345, 0.5358609600844741], [-0.3394332241357908, 0.19563877191066523, 0.002401443352509469, 0.09472878350414607, -0.0163327748215047, 0.36679377275044356, -0.0061268865831534056, -0.05222837644089013, 0.10430000348407165, 0.26068744218820944, -0.1641562002753391, -0.05562094884090443, 0.18956214354067555, -0.3267632026964556, -0.2498785639221578, -0.3319391689507463], [0.05301036252818645, -0.5192084773857958, 0.3735577317609513, -0.6126819202671137, -0.2746611364328355, -0.002518201816366847, -0.06876458337265609, 0.04096558597250174, -0.09112628279767968, 0.22175596248843954, 0.481944131368359, -0.532456267869286, -0.10464231286582708, -0.036274755351902756, -0.03277270169106405, 0.15207575572287368], [-0.01564208315410367, 0.3906870123930833, -0.578595698102849, -0.11306778449777236, -0.010774013193293137, 0.28336579064742584, 0.12355118407485251, 0.0924285453345669, 0.5445626477411482, 0.40278713524592563, 0.03287264354592259, 0.015253710363957802, 0.513083134196172, -0.570885015920404, 0.11135803021659733, -0.06177447956592349], [0.1095249070542713, -0.031447258364034406, -0.07020302244410598, 0.4881284290059537, 0.17732896052737396, 0.115201144643013, -0.06497829324824089, -0.07593898469373125, -0.08641148287367469, -0.08172284403750105, -0.03981163194395554, -0.027966793781588072, 0.15986482073682928, 0.1995238110216271, 0.27897221884712187, -0.0003983426786970043]], "b": [0.15671063771837207, 0.29488359883747484, 0.15553876494635865, -0.1004214576469622, 0.2708448553241254, 0.3676590407556654, -0.3528382616268236, 0.4720325847092604]}, {"W": [[0.36901543024801997, 0.23783002832173997, -0.17875178462345592, 0.3648335670352525, -0.3343469732803677, -0.3039762504685089, -0.408177148779536, -0.2738273154248282]], "b": [-0.5560719485715998]}], "training": {"phase1": {"device": "mps", "arch": [55, 16, 8, 1], "epochs_run": 32, "best_val_mse": 0.23581986129283905, "train_bars": 11443, "val_bars": 591, "target_k": 10, "vol_window": 60, "target_scale": 2.0, "val_span": ["2025-10-01 00:00:00", "2026-02-28 00:00:00"]}, "data_file": "/Users/jameslopez/projects/TradingBot25/data/mlp/COINBASE_BTCUSD, 360.csv", "data_sha256": "6901261031d2431ea447bcedbc43955a73cfea610917829e403939ff22a57c4e", "train_window": ["2015-01-08", "2026-02-28"], "seed": 3023, "regime_filter": "all", "created": "2026-06-24T19:30:36+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": -0.3890788244379593, "fold_calmars": [1.2255211373624577, 1.1530402279958016, 0.7214096929557663, 1.869468179064573, 0.6491146256444059, 0.0], "fold_mean_calmar": 0.9364256438371674, "fold_min_calmar": 0.0, "robust_diagnostics": {"valid_folds": 5, "drawdown_penalty": 0.0, "pnl_dd_penalty": 0.16666666666666666, "trade_penalty": 0.12222222222222222, "negative_fold_penalty": 0.16666666666666666, "fragility_penalty": 0.052, "fragile_0_05": 0, "fragile_1_0": 26, "trade_target": 15, "base_fold_score": 0.6554979506860171}}, "recommended_thresholds": {"i_long_entry_activation_threshold": -62.480986456552316, "i_long_exit_activation_threshold": 39.91575399336601, "i_long_exit_activation_confirmation_threshold": -86.98814453694239, "i_trailing_stop_threshold": 0.0, "i_use_long_exit_confirmation": 1.0, "i_use_long_entry_confirmation": false}}}