{"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": [[0.17285036369706383, -0.12929947529270602, -0.06062206236876515, -0.1335908574550948, 0.5555191403668014, 0.143709457061114, 0.05087847879830532, -0.07468465935311837, 0.26755402879240786, -0.16611209189424891, 0.220172585803439, 0.48736756401246895, -0.22743248564680213, -0.019974874460330114, -0.34791485948444606, -0.39814488483029725, 0.025866311977275368, -0.018539958857916834, -0.11902597719965537, -0.22825060594627222, 0.049569698195135826, 0.039142538642221544, 0.07644950307188994, -0.0384534920279704, -0.3938464398741919, 0.4395893495223444, -0.08143259672517672, 0.049995952931233496, 0.07703442803469102, 0.02970565029811917, 0.10201989894007198, 0.03610940752904961, -0.003982081897533751, 0.23067678742784442, -0.08315308596612261, -0.09016642534598233, 0.122271207950289, -0.4166992514373228, 0.16681558354846457, 0.19671264482044998, 0.07084815520558752, -0.07025230952593997, -0.1154026675752385, 0.5627929489063713, 0.03394023927807918, -0.14795399361302938, 0.21042696341836203, 0.2691886350798424, -0.09848942903719915, 0.07390929036257818, 0.20661585984461212, -0.3646956061626289, -0.2538959503264326, -0.22428804674095168, 0.5474693591715895], [0.2478287902785504, 0.15454472284302798, -0.16674600392921454, 0.25865486285542655, 0.2581591950096809, -0.156815482794099, 0.09020906084895144, 0.18994750462303464, -0.13049991298948543, 0.280297871099927, 0.11729764090683842, 0.17485472692549117, -0.34352470513528144, -0.12429397071516167, 0.11359671894798443, -0.089790311298767, -0.17165205149957988, 0.3239928964611541, -0.10891294358107345, -0.29289426735472507, -0.06905642368128835, -0.1608393288216699, 0.4391113184101804, -0.22961831026693308, -0.01720898091608176, -0.5334176644424977, -0.25563977103524027, -0.005755933804331139, 0.4209284320886001, -0.22949058082736712, -0.24809872701189337, -0.11536752123063417, 0.2354371470263171, -0.19546805461551273, 0.33575776960172915, 0.1923841179823108, -0.26367625881326534, 0.08459287771016724, -0.20571331688255323, -0.2944312072573218, -0.14851033060403734, 0.6091914052807927, 0.23422888582507453, 0.3354810596660581, -0.172465025545775, -0.20818365545647385, -0.2758106719525991, 0.05555143847281552, 0.04278242256718243, 0.08636490697385463, -0.031406957680977746, 0.023958278636872925, -0.29015498370676385, 0.4506452592070722, 0.2547010760988069], [-0.30831905256932945, 0.24522785459260116, -0.03228823590019003, -0.23153242182001296, -0.5632250864961691, 0.28825474075982643, 0.12617570412197512, -0.11969636631172129, 0.14732816686069236, 0.5142040629207266, -0.02627866950362012, 0.010875022066192605, -0.034232475599780904, -0.23975038946055618, 0.03371625736400739, 0.14596058799571993, 0.04947602100762022, -0.22617006260731562, 0.3442850104177491, -0.16500580910707857, 0.20626762579394553, -0.09900338287240526, -0.08397138163296618, -0.023350026526186653, -0.19468877685019945, -0.15325276175754593, -0.001911504242822922, 0.1077058856346471, 0.02314771576448646, 0.2265467422690436, 0.21119097367372525, -0.45507940571341404, 0.01866008652979404, -0.19288668826948963, 0.0849720111352223, 0.18473777060626861, -0.03231478514469136, -0.09678983592577536, -0.15335256996974034, 0.6015875293170229, 0.13998255950720967, 0.14147004213847933, 0.22512083885080159, 0.004312054673557719, -0.1679973929828409, -0.2687672703189942, -0.4773404620413043, 0.02981638555530612, -0.13033478219946754, -0.14728556555765973, -0.05846629848438873, -0.39071417465196323, 0.23586925606971876, -0.12143109239158523, 0.11570701457082484], [-0.18781463896452055, -0.1063670554550049, 0.24092282051841465, -0.21296142751894526, 0.2441939131064829, 0.09521645531786146, -0.7250862335233541, -0.42170579229830546, -0.3409925487236233, -0.06551393732913663, 0.42955369215312156, -0.2918419576519228, -0.02804468566217063, 0.1584469001818315, 0.07816587712210112, -0.20258976450341665, 0.17127677784144266, 0.2186761164547827, -0.5243023616941008, 0.060895978624369504, -0.23819936399179512, -0.33644828466256244, 0.1520312762364318, -0.01691347064754549, -0.6280124549838899, 0.14242349039491653, -0.04298469742216611, -0.28619435172233054, 0.22341843618300067, -0.1674766673780882, 0.029443740345374947, -0.007994148142450697, 0.06324015363272587, 0.22618609999692016, -0.05904586581321855, -0.35717666568656, 0.35398563485326606, 0.06518823665767756, -0.02080152603559387, -0.543308841393198, -0.1291093882708861, -0.08434700933455384, -0.11698957080080084, 0.19778945423473535, 0.11137028263349485, 0.1381427245272751, 0.11897344552387981, 0.37699956405136886, -0.06818308952097415, -0.12495281612438856, 0.0023644996203329247, 0.007786754481972701, -0.08527127507744345, 0.2220812764267448, -0.02086266571075878], [-0.3283900365408353, 0.14484029911863466, 0.010434658660053268, -0.05553511495277978, -0.050817067846806736, 0.010579947361951732, 0.4089797123878942, 0.22543636550768498, 0.22063124520544905, -0.2951140480038541, -0.08584864717722089, 0.11809669826029087, -0.16480846364950957, -0.018593355659121524, -0.14953883547579716, -0.0029932407681735884, 0.1090555608025614, -0.39803165291586184, -0.08409948340424592, 0.005231622512726467, 0.2752174173680029, -0.3066697594327731, -0.349199991816404, 0.06793112834535767, 0.41235134873468404, -0.007668181681270883, 0.1482253698055151, 0.13267284231060728, -0.019600047827835983, -0.38910115527400363, 0.014171104819956044, 0.2216611063149808, 0.3149859543545835, 0.01976093850147207, -0.22622894823334733, 0.07881510277499715, -0.008762045716268665, 0.06713493954277666, -0.23925815667595607, 0.05330068808058418, -0.2757630536299045, -0.013494843254041598, -0.31974381078489894, 0.10708844830151137, 0.45306444880637015, -0.044894485718419405, -0.27200879077218115, 0.154202137230672, 0.05749614910120487, -0.26415765796404855, -0.24215926756895226, 0.020302100155212846, -0.23206301595546197, 0.21985010402646588, -0.25348318533914105], [0.11751762148136548, 0.016770952898003077, 0.06295964696408884, 0.19354644206177862, 0.21918408837154651, -0.3660765846269515, 0.5180163083677162, -0.026166288764649957, -0.13832767269704957, -0.2961935330650596, 0.2943742848951795, -0.127827554636957, -0.02129073062186986, 0.016756998138702763, -0.27887974861723974, -0.026564709600461617, 0.18214669793463395, 0.47798339777687554, -0.3044244674244885, -0.0015847960999524173, 0.0025428186870413184, 0.06737172627352395, -0.19351785279975495, -0.1415570070775379, -0.041706513610948084, -0.2948186682809009, 0.2101932198683506, -0.0931547448691324, 0.26138224049947656, 0.05127108930505774, -0.11562105167168116, -0.11410909612854167, -0.15560107296972564, -0.3814803740630482, -0.08528751191497141, 0.20164107207752513, 0.19452935271953833, -0.01570604360563426, 0.04978323729602352, -0.06538896056594773, 0.33670699004205995, 0.25341931166249226, -0.3410005125323883, 0.517528975032076, 0.0748430952748308, 0.047386165403194846, -0.1178821161505066, -0.10112747431374003, 0.025400459492878943, -0.016851181175152, 0.18759598582891593, -0.17071492208672182, 0.2112282870643449, -0.2600824562729505, -0.35407379133406275], [0.0063876105162658375, 0.13662714010521668, -0.13013535603785287, -0.14824574815619962, 0.11256600269430451, 0.15973925216569357, 0.4138657079837472, 0.05937697251243229, 0.17274297724121634, 0.31844399142417745, -0.09578203048714808, 0.3465394655936623, -0.19757746311187893, 0.05769629720177552, 0.08458167195211591, -0.4153264126796721, 0.3159588693060959, 0.015127151599523362, -0.4973807284690536, 0.19115078622682835, 0.1145849692241323, -0.07438570738103548, 0.4964312914814401, -0.06486998561379116, 0.30988837238126, -0.19962698646488106, -0.3837909773410822, 0.3260173045931906, -0.15382965559198172, 0.1943429023559134, -0.1524961518141829, 0.19894845621902976, -0.07991902639712836, 0.18506643002866552, 0.3416370706492586, -0.1793793111413015, -0.12974112115863234, -0.3414115868716599, 0.06124210345936642, 0.10092334751363996, -0.23108873978261119, -0.3459716398381551, 0.05025497711764068, -0.16443151697297528, -0.04930840047504887, 0.1435758590335584, 0.25032490095961024, -0.3016262472568647, -0.14110931621831682, 0.1764173546485489, -0.2002816018671271, -0.2416893417427626, 0.04129866383318631, -0.038832432441560545, 0.06679958168830408], [0.5036265937135188, -0.14636527024710339, 0.2458115407614111, -0.2692269907431821, -0.1394175538032247, -0.1307368157223578, -0.23358780549501024, -0.028783636999416405, 0.2815222846001019, -0.2498108999334327, 0.14603981719535994, -0.26510545748648573, 0.29809868462302824, 0.15255009703506744, 0.2990845631713766, -0.19390106224383674, -0.10066991112145525, -0.2641279206124469, 0.22499867209089466, 0.015353982172441534, -0.27036635428303174, 0.23512554033361183, 0.005103674775674419, -0.013207527444675345, -0.280042922925415, 0.19506394617554698, -0.02889583854776665, 0.3023524873199647, -0.021445812724629837, -0.08878038797871392, -0.2422381811611614, -0.13024250463150888, 0.26900012433549353, -0.0022743076734359075, 0.002428465048078303, -0.2547330711365226, -0.016380618993859668, 0.02735340209159846, -0.17461866794291972, -0.16428068671465554, 0.030545450328950646, 0.5483310076620972, 0.6828818191709983, 0.2560922271842701, -0.11890823717943606, -0.31092796184912447, -0.0962445760576921, -0.135710496509707, 0.11917198579336312, 0.5736442170333823, -0.14423113522859982, 0.2349447770696396, -0.11434396403196645, 0.135496033396555, 0.38903794357720206], [-0.41613529184855336, -0.2270584134489199, -0.15022750024923695, -0.05723012080650751, -0.08122311817554786, -0.07939632836369766, 0.10451621314344911, -0.03611268801515704, 0.38625236954847675, -0.4232760772706534, -0.16013146485216687, 0.2704040226989796, 0.08593868808289942, -0.14588718303079384, -0.28345795739967683, 0.29409373572768066, -0.04109758232520291, 0.2358362421846038, -0.44919398223998147, 0.29057781244748043, -0.0988832944398475, -0.24470910518806463, 0.056691439958855644, -0.004048177401622305, 0.07448681177305036, 0.2064959445563896, -0.5732578351961349, -0.23677769733200096, -0.001932828873523862, 0.0842880407105007, -0.379597997849074, -0.5144293814430468, 0.006619337258699523, 0.23236668596870885, 0.5104577255192305, 0.2651742384515338, 0.20294337271603452, 0.015794227925582785, -0.26819503224445373, 0.1629438425398264, 0.4017924458705331, -0.015135805163697225, 0.1393866570073743, 0.10583766460326757, -0.49080252960076287, -0.1406998090173227, -0.2086311475766966, -0.027789897361154794, -0.25097239759533335, -0.2555126858191969, 0.07682699232555842, 0.34069068890978443, -0.25007185811615595, -0.1377351298859117, 0.34601722408164615], [-0.09036104921959064, -0.34937473369180516, -0.32458770715071195, 0.03683130436593193, 0.09662922494794476, 0.3404144736291504, -0.11954352542956916, 0.06690392736488202, 0.45762032064733454, -0.053811815267724994, -0.2108121458794019, 0.057708206378438626, -0.4499852528010571, -0.010785321544386058, 0.3634790401812887, 0.08376909538416494, -0.2466880203164741, 0.1948122010202061, 0.22539115038889707, -0.5243232041797203, 0.31046671577974416, -0.2973616567567139, 0.03612957629603994, -0.29760420860201187, 0.01809028418941302, -0.376382845383492, 0.3772934693830975, -0.26189712109049235, -0.17026893940216573, 0.02582055229797694, -0.10248393913152393, -0.03432373430151149, -0.12530641315501803, -0.1686143819044141, 0.5320351064240773, -0.19128942905391255, 0.11156761301261015, -0.1341076480130438, -0.5061782244837576, -0.06470320239423563, 0.3587092984076718, 0.21353896452841287, -0.10602618943173793, 0.4937052551511475, -0.16320371105668074, 0.22898856837301912, 0.1216961859964997, -0.2838080840910049, -0.26756508999115625, -0.05058838856300369, -0.2907419500156557, -0.2076987915202087, -0.025081568506285096, -0.18918842919534407, -0.050120145489527076], [-0.17954101002550277, -0.10027170887085812, 0.1015215237567575, -0.46862689830902793, 0.08049142269688832, 0.22641367721195865, 0.12453759409775722, -0.13713801932196407, 0.17134833586405124, -0.08565614503961697, 0.2926442665393576, 0.05822291729053104, 0.1958419519607023, 0.07196741812058641, -0.13172399053952416, 0.27907357015931006, 0.23925905194142594, 0.8844413729936651, -0.33998280156640337, -0.03909024284815092, 0.004788071933091774, 0.2778226240427054, -0.2352441004635846, 0.043394917806590064, -0.23616600081868475, 0.07811838120560136, -0.13395225611623535, -0.1477750876744294, -0.0371507050646472, 0.37051880738331816, 0.02064869502597722, 0.05756407030354746, 0.0981270417354272, 0.07662386858601239, -0.48963084941178814, -0.39648553121248925, 0.1892009474335591, 0.05484017390222891, 0.31259174104443754, 0.005147546119784949, -0.1723732138933168, 0.21066165084107022, -0.24474534647082932, -0.0018626940554405324, 0.05379792623834587, -0.22370793044908927, 0.3720694749853668, -0.3492129263915824, 0.10068110931635271, 0.15840952831346403, -0.3702774487683145, 0.003584339286353988, 0.4708604870308375, 0.021996764474760927, -0.07073196832026499], [0.016568353301114627, 0.12121614861217475, 0.6767023702155812, -0.03771422730584319, 0.01675231472784382, -0.1635200867177412, -0.38566328649465365, -0.052283830741455345, -0.22462676715333127, 0.09772420186793163, 0.10611769008214653, -0.03549625467363572, -0.036557099805320646, 0.3728678813869489, 0.0031442250154714644, -0.19532608249364591, 0.06007555619220058, -0.07565647304608983, -0.0958758873745987, -0.1757445149267445, -0.2985065322809594, 0.027504632059597647, -0.014383895029456376, -0.6934892474653994, -0.47219050976276755, -0.18510419978292852, 0.20586434640959778, -0.00040592664512226553, -0.24508523299469465, 0.37107681867551345, 0.3225466351421412, -0.0680922172569647, 0.09446452103908566, 0.05188527161098559, -0.16328315171947688, 0.024283048450666138, 0.033432278550995884, -0.2154574024526935, 0.195802254327247, 0.13029073098039842, 0.061397998846441315, -0.029508621762284998, 0.1477836583029252, 0.08407686282468185, -0.0805947411617047, -0.17390221507222406, 0.014981952872565193, -0.05839756045940561, -0.058810235077472, 0.533496909184903, 0.17104764556796323, 0.45054221492926794, -0.5720070067205225, 0.02253590873301445, -0.10705224978698691], [0.24052421240341126, 0.03283171040222109, 0.06689260163860622, 0.6769176621935661, 0.13315325069325276, 0.08961035890002839, 0.028455616841791584, 0.3746888945722247, -0.06973735548788788, -0.02807800606270906, 0.08933039399386537, 0.1599683359566504, 0.39659790495478686, 0.11605618841733063, 0.13533345325800816, -0.23452571811467543, 0.0735314838475997, -0.575506826628576, -0.061198983897926454, -0.1708944717517806, 0.24509034402607432, -0.3947516404286894, -0.4268585746989048, -0.4937480573875317, -0.14741173709012415, -0.260897294098328, -0.041282210475852794, -0.17166092087479903, -0.02530572501023243, 0.38364266572910577, -0.36428616257630364, 0.2895963701126711, 0.2162315328443738, 0.07155399654516961, -0.09856283710924993, -0.19002772641287172, 0.10955342218187905, -0.5208665102016076, -0.10790332513081503, 0.21468134207276418, -0.0915015986531899, 0.08499392379692312, -0.030287675764108072, -0.19174974799386066, 0.28183398416190913, -0.06780286365591973, -0.02071711518989293, 0.4174383092649223, 0.10397730699646311, 0.02858362217978269, -0.23929282972768368, -0.23769720100141473, 0.30012496477817674, 0.3545405311210499, 0.1864058643724962], [0.033680908130382985, 0.49844702950182174, -0.19894533747498622, 0.023944358229031733, 0.2216129555159141, -0.06987450705075961, -0.3753804868088806, 0.023518825734978467, 0.040805197580826603, 0.058359553223648136, -0.2575433844575998, 0.04961284293508896, -0.03378930513834767, 0.007050753786495702, 0.36159858481518864, 0.06496858979497354, 0.13858471386563623, 0.06843490232163701, 0.22283508349065378, 0.042925561137180546, 0.4254046229747166, -0.520252437800126, 0.30589199406221923, -0.17621989886963163, -0.12641924568424126, 0.3205821561978592, 0.20364646805944778, 0.3203654169831333, 0.021336808141692566, -0.024590667578602964, 0.054346714446063156, 0.07539343353756595, 0.04510796379162909, -0.4284047458829885, 0.04790725139289538, 0.21570001951176826, -0.19487207302342507, 0.08524355559414956, -0.02548790013247994, 0.06416966891716576, -0.14513288518837272, 0.0323626446122989, 0.012349687711675142, -0.009659731667935961, 0.010008028611164711, -0.06819399528568527, 0.07378446349210946, -0.14308939475353566, 0.11458909862407787, 0.1707181579481896, -0.33533290143748185, -0.05710792011436067, 0.38532196212516656, -0.3364423508785847, 0.3153593395557088], [-0.17000231483055184, -0.198147837902045, 0.2310781513840549, -0.3479563451432494, 0.05900389071324583, 0.10942603212737222, 0.002310815782965353, 0.04312625947622337, 0.03841464555820273, 0.1346775299473759, -0.4340512045437912, -0.16466339663714724, 0.04272114137936413, -0.3686806097052052, 0.09461397144266047, 0.019481629722485516, 0.06233051795930937, -0.32891993879888953, -0.3518450085734106, 0.19268003693950753, 0.13649202692289714, 0.10581340345255828, 0.09346596460084731, -0.22557650565749746, 0.04802730704173857, 0.2133073980924351, 0.8120187971160506, -0.45204902893104815, -0.1636038879515606, 0.04114794187694091, 0.2507080166368827, -0.11822619756707407, 0.049294776199001716, -0.5652778300205751, 0.09332485965479262, -0.03691674075413727, 0.1862252348976745, -0.1250609146661026, -0.3553401231908104, -0.36466269255170736, 0.13737922910933556, -0.028550222763949112, -0.2715147344506204, 0.16758431214368533, 0.21546010688616396, 0.22179786451285924, 0.04558030851134837, 0.05852881052804282, 0.23727422664694292, 0.30462309792830145, 0.15380003685235957, 0.2902388098430436, -0.007565865639890763, -0.12849124797014327, 0.09068106225332606], [0.17514841919070467, 0.11715985151944479, 0.1960001441411089, -0.15826098870218316, -0.10255488302758546, 0.4253051546197844, 0.3973450087206877, 0.019553632041200038, 0.33492094221238466, 0.27239661279260086, -0.0987504101580515, 0.34960986793102417, 0.09814421963417912, 0.27669676443532654, 0.25377205831974403, 0.2758609683533183, 0.14451299904565226, 0.08332569241522411, 0.025439479299307673, -0.14035930862241053, -0.008806550441721918, 0.09780003987987959, -0.0931294067486858, -0.2538586647306458, 0.2308979243269123, -0.018689755945320782, 0.036336946893214296, 0.12805048508291864, -0.1114090468588869, -0.09656315926850703, 0.10615294650333193, 0.6594967973853212, 0.1282824838374531, 0.1064210441894557, 0.060773117068723445, -0.20309718564892645, 0.094905512349515, 0.004093997815126926, 0.00021780849685859235, -0.087420312299781, -0.050625400994749936, 0.037399462606875426, -0.09985939706908813, -0.35101765403517293, 0.5033178161001518, -0.20747731713552062, 0.11375398103433856, -0.03867557063294537, -0.1300044785239988, 0.01209754123597126, 0.15892526930628464, 0.12456225768680505, -0.0004213794396863216, 0.23129609609843338, 0.30509573456432537]], "b": [0.2323395128708972, 0.06251611102467358, 0.17500092578917012, -0.09548552530687555, 0.16069243875076084, -0.3383122269861213, 0.36200253936634885, -0.37629151714475617, 0.0744776787503337, 0.08398008951720087, -0.35972658943461133, -0.2334521234933043, -0.1914596862643989, 0.4062904033559499, -0.3016447908120184, -0.11264532719351891]}, {"W": [[-0.3742840491165828, 0.2672739807533106, -0.14822929909737503, 0.031702717989538276, -0.2054364858298454, -0.09901722667704324, -0.02516815150551758, -0.25057547063202096, -0.4058000145011812, -0.06261909767136506, 0.23352333865653224, -0.13852458364196638, 0.055605760687315736, 0.306176461388286, -0.43237917723422564, -0.22056798117655296], [-0.16315819963170408, 0.06967716003243173, -0.30202698177557785, -0.11580477099614031, -0.12889608703941335, -0.28497215166912004, -0.1582993133784902, 0.0809986842142571, -0.008486465283523828, 0.2848723789017013, 0.026185590741402108, 0.040236697577188354, 0.18796387210691415, -0.3095803058204434, 0.5985488901402097, 0.3760044515086298], [0.23431018303378665, 0.1484522474913939, -0.10943328161575777, 0.1237990209839441, 0.4843671756689945, -0.06839948995476777, -0.02689429612437097, 0.18587987542628162, -0.11972411184957264, -0.48446504396487633, 0.1503868052325548, 0.26329656216745256, -0.3839541037687574, -0.1423932549898297, 0.17562752951629526, 0.5783916466330515], [-0.2947361767958251, 0.013515495416104983, 0.12685580265040156, 0.23217967533370126, 0.015951304069928327, 0.08053801926401295, -0.4819906498130714, 0.2352907646038358, 0.23812171477619828, -0.13497401401984174, 0.026247663077737703, 0.3242778294618471, 0.1376680154738566, -0.47985597036043953, -0.0386409196634353, -0.08036019993573666], [0.31464472002232036, 0.00762031717155854, 0.1357289283897947, -0.16453013442916875, -0.21957013996499686, -0.17266474436551016, 0.5296497247894253, -0.1768532233275672, -0.04926620958979741, -0.1176675356699704, -0.553644392099837, 0.4071920738386952, 0.05468869306308679, 0.32089263178178934, 0.08490523505165236, -0.05403722790842974], [-0.3297901748820998, -0.09813436322906013, 0.04598712381485646, 0.2597995643875002, 0.325004353483201, -0.38932425777715235, -0.39518295000559855, 0.21796090890720768, -0.19855085151101814, -0.18848125551910674, -0.23257239644492608, -0.16011636601376109, 0.3947481486277835, -0.0246051771728363, -0.244749294323965, 0.23287767587461292], [-0.15328313385405498, 0.11869429808067658, 0.5954336342628773, -0.32449587106876293, 0.12589838429945488, 0.6115746572843274, 0.39748995068923626, -0.03181637802122572, 0.46946035810397646, -0.044425336144882935, 0.4554536305932514, 0.1130919064643288, 0.17835725333012914, -0.09873816550303913, 0.06916930306543793, 0.38586148314510216], [-0.19866758941636734, -0.1587717362273436, 0.04444266246371891, -0.13974171260054818, 0.020044178012189648, -0.0055012330996256536, -0.1272827407559336, -0.2588954698366149, -0.31574932949508355, -0.6110496889407376, 0.08082483244291297, -0.35092131716936376, -0.1493152635079565, 0.11905071395710619, -0.33488668703636226, -0.045930260188473314]], "b": [0.06543646175949447, -0.2534611960019923, -0.4356293510261888, -0.010183058184199515, -0.0004914064159385299, 0.15395516317046667, 0.2243509653353079, -0.3828274419563003]}, {"W": [[-0.1825809616429504, 0.3160768648923058, 0.5664987012672605, 0.34106834569152733, -0.20211558126946233, 0.011594743584205723, 0.06739881809473534, -0.3914790411760813]], "b": [-0.43661161881031535]}], "training": {"phase1": {"device": "mps", "arch": [55, 16, 8, 1], "epochs_run": 32, "best_val_mse": 0.23691830039024353, "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": 2010, "regime_filter": "all", "created": "2026-06-24T21:16:27+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": -0.40578799773835994, "fold_calmars": [0.1403454933417113, 0.44464761693513394, 0.355910624229545, 3.0202820604842167, 1.6895383690789254, 0.0], "fold_mean_calmar": 0.9417873606782554, "fold_min_calmar": 0.0, "robust_diagnostics": {"valid_folds": 5, "drawdown_penalty": 0.0, "pnl_dd_penalty": 0.16666666666666666, "trade_penalty": 0.16666666666666666, "negative_fold_penalty": 0.16666666666666666, "fragility_penalty": 0.028, "fragile_0_05": 0, "fragile_1_0": 14, "trade_target": 15, "base_fold_score": 0.6592511524747787}}, "recommended_thresholds": {"i_long_entry_activation_threshold": 19.418095976286594, "i_long_exit_activation_threshold": 34.325326372401136, "i_long_exit_activation_confirmation_threshold": -104.63472171811708, "i_trailing_stop_threshold": 11.83731578244882, "i_use_long_exit_confirmation": 1.0, "i_use_long_entry_confirmation": false}}}