{"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": [[-0.09907499848388014, 0.06043885783817757, 0.16689960718974287, 0.1934231004489991, -0.26678218041567153, -0.05308570257224546, -0.20478678074402004, -0.3508638520595204, 0.4953341871177656, -0.435940416407484, -0.13336687188846116, -0.33902804575944434, 0.4020373053296707, -0.4530403137647557, 0.15240005615412025, 0.1305684249865968, 0.04339298679942712, -0.08793318237412104, -0.11897687134842297, 0.5091652794937856, -0.20898627481293905, 0.11330598769260583, -0.0015935804256425636, 0.0018177766929967018, -0.05481502700637514, -0.09563197215366911, -0.14733404997425203, -0.42063573937537563, 0.03854856718080584, 0.01410204091498548, 0.0024900952815733873, -0.4627116484104528, -0.016875382692480866, 0.417472768354852, 0.006529097467981056, -0.2510844203209676, -0.19352511603307343, -0.08915072582967064, -0.16158213335483046, 0.26677874542119656, 0.033062808163687056, -0.002598016443429542, -0.24369200113235834, 0.24099113726443458, 0.006006395296837391, -0.16961605948885924, -0.07771416357981929, 0.01509463032720283, 0.43807204632239305, 0.08878181376915983, -0.13238775511357637, 0.348198165891483, 0.47294035191158584, -0.16942189811797675, 0.1355432614272766], [0.43335472595764957, 0.04329424456472218, -0.33868221022132217, -0.10891217658517567, -0.027636864346348645, -0.016483284937030003, 0.23635947865579843, -0.041588091144418825, 0.04690087698746759, 0.03289709838413372, -0.003978243454203462, -0.12701365895273847, 0.3351047373305313, 0.009508184769814753, 0.30444917903699154, 0.038880292724699034, 0.019714954021629996, 0.0850544096799748, -0.09883174491193672, -0.16038730948133811, 0.3876012301089083, 0.25905063905721004, 0.03013404685885225, -0.09406818437877765, -0.020751615523653098, -0.11714429925899918, 0.3859182130118614, -0.047587104327842716, 0.15662362427295332, 0.07024107742617786, -0.09513088233608977, -0.24254655720959048, -0.0691427606617476, -0.017227274628698733, -0.25865105262892213, -0.10485666298123801, 0.19875756934653205, -0.012621655843034964, -0.14041194934049453, -0.003176338355727757, -0.13465756455523784, 0.23064803396913927, 0.40486820999537015, -0.00312552320711236, 0.2531861784978131, 0.12943118382658383, -0.03519291693420791, -0.06765397894461087, 0.0532789121069589, 0.05736686650304383, -0.022786270678093162, -0.2697960481339657, 0.527730706300243, -0.2914715891036587, 0.006603675437673963], [0.07083208934452562, 0.3390423015261502, 0.007177185596939382, 0.0017909846549380506, 0.4324178998083258, 0.1944148473161724, -0.46341927852746445, -0.07863367744319488, -0.08320035175799238, -0.09522845935549379, -0.6192213482743064, -0.31482943989672424, -0.24853015494138803, -0.4462412895331183, 0.06901110516350609, 0.07420915816278843, -0.48832570904432987, -0.5704571027674905, 0.7465012398204605, -0.18845924192997204, 0.05737951851334412, 0.049949692007208994, 0.03462854253181783, -0.3339080036171668, 0.13204108644491305, -0.04260148299285894, 0.6049644260736519, -0.1901483596644159, -0.011119060600077266, -0.042699802692203345, 0.17286964477569186, 0.2888198897386641, -0.10555068334769722, 0.41520054601728507, 0.0613292143324117, 0.2694073846524506, 0.05121625074849437, -0.27904818088061895, -0.2495683730848778, -0.12706791797402145, -0.12737770227918516, -0.05224802724153858, -0.1889874620378087, -0.140403807358716, -0.17239323471755452, -0.3656233001138145, -0.087946377199576, -0.4239242793715634, 0.23622367043272385, 0.0904351511289674, -0.04391871403624713, -0.18220270467682703, 0.0809397627706197, -0.08111444308081356, -0.13431564957478812], [0.07448045071714568, 0.060565178089429114, -0.1516885275473483, -0.18139579840445505, -0.12984679378662017, 0.22793885688167015, 0.13503482126114136, -0.12130047391261042, -0.40678079321137794, -0.02757165663822521, -0.4233164829040582, -0.0044121290655571715, 0.03209859222690688, 0.25452372264154477, -0.45621862588504547, 0.3444390951584793, -0.27942785704590606, 0.2361379263278959, 0.3165303288669681, -0.17109552729735, 0.1693770722018897, 0.13476885065324892, 0.05568423637033847, -0.01819093794323592, -0.43554334916012144, -0.08539326705832749, 0.036983393942787504, 0.30268693708122113, 0.03357428645432274, 0.1439436186759031, 0.31663283679810894, -0.0933067939352502, -0.02057884023632444, 0.08525930460908382, -0.02561395218278334, -0.3041595401632605, -0.036926390773323325, -0.002330299946143961, 0.1721771907945556, 0.08897042144862138, 0.039258538941610466, -0.21907684621976076, 0.08355419945109588, -0.3579818802882074, 0.04461661862411838, -0.2653634713911608, -0.14489192226497669, 0.4669300516874458, 0.360550034728771, -0.08285256061473306, -0.07141608344715569, 0.2784060338654087, -0.3454040633036523, 0.24511325327571606, 0.2551529040709136], [0.03437739778144776, -0.6087529260262231, 0.39452923748439206, 0.06496610831072921, -0.19517393765788893, 0.04434633530045683, -0.036167945558778176, 0.07673080557753914, 0.1915326657409522, 0.13548662980226045, 0.2572856816659062, 0.1809319422616844, 0.2150584809002153, 0.11234167114820828, -0.47570016228016604, 0.03895214835336344, 0.1262165148658213, -0.276172355016553, 0.14019814329279873, -0.2930775180224057, 0.6038088196206899, 0.3904763740676043, 0.16612281166470436, -0.12726403959812943, -0.4540745724683014, 0.20739709481077961, -0.03876979492889702, -0.21705736504707715, 0.14010343532850447, 0.04499731634063275, -0.06286482564196097, 0.02269121489644484, -0.16480006628158725, 0.28761701114741856, -0.0808389146406693, 0.1286192266875689, 0.39856086692900555, 0.10241857476282293, -0.03742005038920021, -0.2173266261128427, 0.30368641882236863, -0.1970146979549435, 0.3192678898874022, -0.05201368229757972, -0.25650867373643915, -0.3592408620229859, 0.07288728095495019, 0.18929834121908276, -0.0879486421924943, -0.17144484284353048, -0.3250401455491654, -0.44616063572338344, -0.28532314455952856, 0.3796934929181039, 0.07518494422892061], [0.0014589720774747413, -0.2583556914554452, 0.5280571650871859, -0.03059012585298988, -0.0318247371876458, 0.03458153469363641, -0.03761047970045589, 0.0810572008970847, -0.26837858525607233, 0.013673742632125972, 0.22271563162004404, 0.17619368763704096, 0.6301804649255189, -0.26081946678577494, -0.04015169759329037, 0.22367883237553737, -0.15391923833968582, -0.1845431821771263, 0.2439354042390176, 0.258290649123282, -0.38169487292033966, -0.11051569629377844, 0.1958769732362614, 0.36844871121814204, 0.20704290614561294, -0.07624916618158428, 0.031405219545349194, -0.10570502462546968, 0.3008206838511068, -0.5583064635409809, -0.31815761929211267, 0.10808275202475369, 0.2013302059003535, 0.29839193874458814, -0.04204110375570267, -0.14628983213987484, -0.14344681671470566, 0.09378316367076554, 0.09600394508031819, -0.2597459367524977, -0.07069097083778574, 0.13319956366294225, -0.1785609306427411, -0.32760163897316774, -0.38071409217221747, 0.09336551330565587, 0.07287869644795504, 0.058606157529897215, 0.1695637589706413, -0.34481462857343476, -0.3613290174780539, -0.47736720651338804, -0.234432152252955, 0.2104036321534961, 0.054785049944880745], [-0.11636440650571513, -0.18257348241418395, -0.04133196202015568, 0.3670378972619942, 0.14690212542792655, -0.25040716566185894, -0.3293946755960645, -0.17013314627950113, -0.1791571664204161, 0.04328752338706621, 0.26889530884186913, -0.15824932527389654, -0.38961797818461474, -0.16350327083668967, -0.3087574976418422, -0.346032620437782, 0.3103985007701069, 0.15400028861303686, -0.13808479724983744, 0.2959208993859332, -0.13063607214144782, -0.024808990157085865, -0.03154378896957153, -0.12848655856236596, 0.11308247252218273, -0.06012929035119328, -0.27317699605737955, 0.3751791644704275, -0.19361363587915292, 0.5965146415252305, -0.13969191277579807, 0.019070302779947236, -0.043574639111740976, 0.13445215884114547, -0.18140049297538563, -0.13491347791611455, -0.08116009441514621, 0.12417341588584535, 0.3386904712457496, 0.2576478158400606, -0.3913713629547642, 0.09299040552618427, -0.22992842531874494, -0.2356808677431342, -0.10643961913272101, 0.08404155863857068, 0.09534809038746815, -0.27508305288666435, -0.13331946873778006, -0.05404916922972731, 0.296865887424102, -0.1028455202797253, 0.37975180741519043, -0.1932551056126359, -0.05594785915418338], [-0.16714835341519568, 0.1267489329815263, -0.46859649339603304, -0.0528569035378728, -0.06535087790945937, -0.48189653097584645, 0.0040088427525439285, -0.2979252687913053, 0.18999358223724888, 0.40155136197059543, 0.3785231606454342, -0.2742214578002264, 0.14432988924114937, 0.0893858955266746, 0.2928010642863827, 0.28107687243598556, 0.17368220642432383, -0.09792011034110469, 0.2328189121916042, -0.22372434318057782, 0.2951377991966641, -0.29108419458820817, -0.11379019487645153, -0.4156061950200928, -0.2096354886611347, 0.3317830714558029, 0.23391618680278803, 0.26044010965608216, -0.1969044833278667, 0.3617003609204079, 0.21397626052689217, -0.1641760915632687, 0.0776015662903388, 0.2540398626717189, -0.049703832501582806, 0.2074229968488979, 0.1208088035922188, -0.06248613382031, -0.01827636548008193, -0.33273440773223867, 0.12796801830715945, 0.1364079768961342, -0.1345459670036147, -0.1049405314108632, 0.1749133275812398, -0.04312622534649925, 0.22735791633358388, -0.06702899037053511, -0.31165335352339946, -0.566970533406718, -0.17412619133773935, 0.15801622981138816, 0.3487921231969234, -0.3393634507482137, -0.04673056912177927], [-0.36133144375921805, -0.3154206129149169, -0.1463341816873957, -0.20711013682966, 0.1248657782812577, -0.1314456566980483, -0.23964603695527179, -0.08696799623751547, -0.19951051112139362, 0.02772990069491156, -0.08246025317307465, 0.10992258402780104, -0.10920013066631921, -0.22424149421498404, 0.2314413163489663, 0.32774769907134704, 0.5499425174048858, 0.18357768293392618, -0.10443419166680107, 0.26143567430939524, 0.3389455598448694, -0.04638671322297187, -0.066249471185336, 0.12864004767206913, 0.4728226789756503, -0.011472720729720748, 0.31956147454747985, 0.2960577143208161, 0.509363652149661, -0.08681772446851013, -0.20497259275390686, -0.14534072998822226, -0.20820895595120664, 0.5373248282074305, 0.08118775701074668, 0.24057511629720701, -0.09444484635434515, -0.14945796680205273, 0.0508912165884072, -0.19608912486830546, 0.12463267080634857, 0.5482486442149896, 0.1987235580935461, 0.2974511854813162, 0.12050286271685004, -0.23332310377502857, -0.051176777072027155, 0.35885558495819353, 0.008031105351703757, 0.06808417385320431, -0.36799107251235386, -0.5435682984848588, -0.04508340600685408, 0.11238969942055713, 0.05036899413659554], [0.07581794763630513, -0.2757239822684504, -0.15350905531189563, 0.24255956932107614, 0.19076784799624974, -0.2910076369268936, 0.10831719746402313, 0.235375590008302, -0.23700543020658627, -0.019141713695987682, 0.05853157131598869, 0.11979845625261194, 0.035308291983624854, 0.16631914023094196, -0.2471913468798695, -0.346093374419587, 0.21140628942097617, 0.2974905872333111, 0.3806294877551881, 0.17872291770686463, -0.07223811872607813, -0.11205653227676608, 0.04258783624293732, -0.3230216491364979, -0.09072414191670106, 0.06686000465451608, 0.27777107005748647, 0.1748823011905487, 0.2001023569854975, -0.006307919050122811, -0.09303235160068955, -0.046655737777602006, -0.174968673511692, 0.05852318698975854, 0.23853057523546972, 0.018372938211301437, 0.135981176395016, -0.34113342890025794, -0.531637371810084, -0.41053464227690506, -0.37393674849902786, -0.08485050232033156, 0.007613783687363929, 0.5794775247730649, -0.19972365183995117, -0.28063827461461416, 0.21335323729543335, -0.024174492635848983, 0.2508397003234527, -0.21958059703865532, 0.08101581390038284, 0.17516261114746556, 0.17456396980001215, 0.3792307809849827, 0.4044633885755441], [-0.1432163876538908, 0.2648622142086393, 0.1261956677798392, 0.20864266827784264, 0.3333142704854876, -0.39840463192742537, -0.05687478715367604, -0.38537731772954575, -0.24512143160053348, 0.386987081683704, -0.032320357824171024, 0.15171373334663485, -0.012044884001922579, -0.08963241217639493, 0.053421577171183544, 0.11703208202089266, -0.06505201796359579, 0.20489844803477744, -0.11059533955274846, -0.5890842396589323, -0.17273346139261622, -0.016735563396631306, 0.41245631779744657, -0.22507848403709219, 0.04815258434805439, -0.13977424247371792, 0.291053539687391, 0.3648522688354052, -0.22642111988571717, -0.45587837380155977, 0.40620161340345634, -0.47541930624419354, 0.20758498899663239, -0.14233022104853088, 0.468697859287294, -0.20949715581276396, -0.09155648020096745, -0.2871045856443006, -0.5270944629906575, -0.03547400755212298, 0.021493865369258257, 0.15940823531435735, -0.11584420407206485, 0.16608299191048181, 0.20102524983202236, -0.16023268452776615, 0.28371260569683776, -0.22361043277808015, -0.495703327265281, 0.07295134866456676, 0.10636394595639884, -0.12095772906900634, 0.24600499475664012, -0.0742956386703997, 0.19722739265288852], [0.045868771876778264, 0.2676006592261803, -0.11990070539008717, -0.022959204943436645, -0.5231350252684579, 0.3644133396577369, 0.38976645397387316, -0.5852446037360134, -0.18188676302523127, -0.24684541295456627, 0.3217802732519296, -0.3400813592612097, 0.3766626831812391, -0.21290987608521514, 0.15958130122176745, -0.2798973859883897, -0.7802878606202309, -0.08020213603043526, 0.1914292958147277, 0.15288457122471913, 0.16573322251172679, -0.1354366026417316, 0.10158043767976807, -0.05169776168173423, 0.0006851939550750197, -0.24912706806634133, -0.21792303446619682, 0.03426144964372157, 0.7066632930554924, -0.1065817304227085, -0.13916781247650425, -0.05847947843402603, 0.07910663022059977, -0.28513824712870467, -0.20634679639797623, -0.048144389059718774, -0.2116949730680806, 0.039060456470388694, 0.06974732101841133, 0.010919016902487486, -0.01676989972081935, -0.33226922234735273, 0.4497332411785497, -0.1409689843008582, 0.019846349137276707, -0.32653807705715393, -0.3735273857590798, 0.16291145484570313, 0.027079573029603638, 0.08675657602111156, 0.22143524737301745, 0.033879231869468535, 0.3829542802457119, 0.33056676452365436, -0.45990192938762386], [-0.1788539999423287, -0.2908478224866541, -0.10482889759002634, 0.09390110140360693, -0.024458224800318146, 0.27084983968600146, 0.27458352461170404, -0.1465127270176138, 0.1681447530993532, 0.3236846109868357, 0.2283910233136625, 0.11444403221851984, 0.11277828048202895, -0.16556031340323368, -0.08710884253767254, -0.13509190578531538, 0.15986898393379742, -0.2964903001640713, 0.2845149256332079, 0.051202752338717974, 0.4304829254654252, 0.087759404803615, 0.36332548592115527, 0.029652824970827968, 0.24969492781944788, 0.07345286586975379, -0.16561360491620286, 0.2306606362713711, 0.1171504762201682, 0.22307858752064447, -0.44378312264102027, -0.17159134205084015, -0.14519579850881384, 0.3032129929226381, 0.06580936250559112, 0.14655510858401483, -0.17975171955984973, -0.11398730237464723, 0.5683270345096465, -0.3320170629390908, 0.36519916132634433, -0.007828054916522748, 0.22483431435602774, 0.22610839596886265, -0.3143134873393938, 0.12644050254814648, -0.1794400790370493, -0.013082344903546712, 0.36050038447875826, 0.3076991445130975, -0.02710879532423503, 0.03123157312937062, -0.06106605638146386, 0.006293140177071256, 0.19175772951880113], [-0.11974763649467943, 0.009047465832100728, -0.19019272613418436, -0.18970516963484801, -0.2552284003540023, 0.22467746421076784, 0.19514449768007025, -0.2409476375602545, 0.0020578232700511657, 0.3455059100216586, -0.3576017538893453, 0.09804559930296725, 0.08518442839440911, 0.040700596550974966, 0.32542528327986797, 0.06635430634703389, -0.24359634980979555, 0.06935365322612312, -0.11596489779678965, 0.39049037511341933, -0.011887515555621819, -0.050268630435180206, -0.5286272215751782, -0.20129418563910173, 0.34877522545691475, -0.03473298023576164, 0.3031048213402537, -0.2557449370570023, 0.17829407720656998, 0.300380139372387, 0.05384763922156487, 0.234388550048902, -0.14803255213471755, 0.07667378669571953, -0.021201658389131094, -0.14685790672812604, 0.11131637801409484, 0.3114679510222513, -0.4280516817516481, 0.0625335922611515, 0.36177247520649203, 0.41599483703996293, -0.5591439867258939, -0.3155296951506073, -0.37040042645227794, 0.004936536371501172, 0.3018107229062203, 0.40335251932572846, -0.1411011114560707, 0.11992435478940487, 0.0641347218704835, 0.07640859011012502, -0.1533936415731723, 0.2248202795526885, 0.24084606320759594], [0.4143133302127264, 0.13942896168658014, 0.07011027824015473, 0.4856915566725919, 0.5195485204230921, 0.1529564610724731, 0.02209322900722352, -0.1630014921570172, -0.08792104240230846, 0.5114661036049173, -0.08265688439777137, -0.15714754268382855, 0.40248437448984353, -0.19291240625180806, 0.01447685503893853, -0.07738035062899226, -0.10412082822387828, -0.12829686754997793, -0.03007707483229902, -0.09490457143059247, -0.17531543397537758, 0.2520967533534189, -0.38224390910128836, -0.16425762584484624, 0.33138208272613673, -0.01424248289623569, -0.15851276608868475, 0.1893202586424523, 0.28476292009715715, -0.056205108483525314, 0.11510440181029571, 0.03675236659523013, -0.30482033809746417, -0.15756133402247596, -0.3045830948014648, 0.3201821644307123, 0.09171512805147913, -0.005397118893222932, 0.03635342788315266, -0.1187452489081734, 0.04977138575829934, 0.027227327109995335, -0.3999849543287655, -0.11005876380291392, -0.11821008929785366, 0.044776289788071355, -0.18918940491342465, 0.041687776155908754, 0.6273727492694195, 0.10290251181102447, 0.16951217250448927, 0.2554472663924341, -0.6193071887273148, -0.11609456651270524, 0.08879135696727322], [0.15683163683044063, 0.13206862296372637, -0.0649310606570062, 0.2715294507457544, -0.07376667820043334, -0.13083284541348897, 0.10749744344649745, -0.0877071905575601, -0.34521045835363384, 0.24785638855176326, 0.3216554666878431, -0.517506429380095, 0.09640677231531208, 0.09512043810515892, -0.1383868426566195, -0.40766616188072463, 0.3767219402968831, 0.16488979533971532, 0.05423359782668607, 0.10995555022142216, 0.3460081616674238, -0.1827846792823164, -0.05518607432251177, 0.2805049070874565, -0.013384898851218536, 0.15031597185529844, -0.21780235732496353, 0.12330954301382596, -0.397524889977196, -0.040210910431548126, -0.06880076194325188, 0.02262678617372615, -0.12976474423151108, 0.08913982819589605, 0.035297929894928144, 0.4808408124099099, -0.03291444392882318, 0.5188515527710448, -0.12339391040772606, -0.35589296691593714, 0.26920311782197626, 0.19425958881335625, 0.33770968735851653, -0.07005697908806285, 0.31657132177141656, 0.48098299833096236, 0.08116444484527502, 0.09039170099022044, -0.7350092693494493, -0.28616542310623405, 0.09009860798774827, -0.13788585623800767, -0.18972259667204514, 0.19349711491421673, 0.2867293927844306]], "b": [-0.10765035689169283, 0.42120370036289134, -0.10317564695197697, -0.301202783606189, -0.05179244101861585, -0.005508671820987535, 0.053163358522861436, 0.1572108240432149, 0.11223588436967438, -0.011013847193571213, 0.08365505073256987, 0.04574737774372797, 0.025779377061738166, 0.15775324819735054, 0.01449145218078262, -0.058887535696440035]}, {"W": [[0.10688885819138338, 0.2617239011288722, 0.053066784028032374, -0.3633536713458834, -0.0926555323219607, 0.9179957188032682, 0.25248592733667075, 0.057576215368148706, 0.19108035701423198, -0.05502877478641554, 0.36306695438494, 0.12159717537220673, -0.558658839464776, -0.1313633369568795, -0.5702113960936831, 0.27112331888739505], [-0.13234072956442694, -0.26749967713347583, 0.11440508855312825, 0.003083002249566648, 0.45142990054945453, -0.022486889282342735, -0.159904020018046, 0.01375105121002907, -0.09588649058039046, -0.26709546389988015, -0.026350133765251464, 0.15410827913427544, -0.034061306491622464, -0.16374093865735204, 0.06173329587267935, -0.21827901686895046], [0.17725173478545034, 0.163286103665804, -0.1317545326816243, -0.29287619432305867, -0.5193020776566283, 0.18483613066486668, -0.03577985309348438, 0.3487746469034113, 0.21346772899591565, -0.35051002890448635, -0.12394128250711503, -0.08824384855770263, 0.1753227719615349, 0.20612319113705568, -0.3787404965209808, 0.17741086931083763], [-0.155482406649523, 0.1871672248700157, -0.16394802470600695, 0.05926985750012621, -0.04790015058434941, 0.729424732629231, -0.1339312069778629, 0.1843460822937105, 0.47489419799071575, 0.03696056272478894, -0.009962996792191193, -0.09696119750978868, -0.2543910811660768, -0.25818347184298013, 0.3028880293579925, 0.012627356873947296], [-0.3016955639513613, -0.25619207585972736, -0.03655662059654734, 0.41672972996510804, 0.4032178252399332, 0.017601520231734565, -0.2365482322575621, -0.4340147800062918, -0.06151049207883128, -0.18837864806795085, -0.13746626456035432, -0.28857047317252316, 0.35872174853491806, -0.24447428750023806, -0.17373570749260847, 0.06693911397023661], [-0.18421206563260847, -0.5460959577592973, -0.42908223880478474, 0.3080596075190336, 0.047302653332248215, -0.1059091026416106, -0.031091617365459262, 0.19559733200106103, -0.003829478576471479, 0.3008709709451674, 0.2457029264544457, 0.029665733589472106, -0.2814806126766365, 0.1469438172871208, -0.20111162095886537, -0.16158927367258752], [0.14727914485666085, -0.10398974826275173, 0.21253532623780513, -0.09050736366593468, 0.12291702272751637, 0.05991250177226373, -0.21625342505552678, -0.23277929451807325, -0.05666574445026651, 0.16534430239431347, -0.3245533032155067, 0.12934550627891406, -0.07395945547073526, 0.13170297617659477, -0.44317777951921894, -0.37019235498754266], [0.47463166205126606, -0.43161885911430675, -0.22085887544740418, -0.1468770305655485, -0.3956514109787116, -0.047082983306732815, 0.07827888833911645, 0.019320745437991737, -0.2511818063652073, 0.5396376898269789, -0.008162688301540648, 0.024266822840064733, 0.12448304133573396, -0.043601508550798224, 0.04871625910211432, 0.12936773119391096]], "b": [0.4523932396380823, -0.19973079545547612, 0.2955333730623256, -0.061927139728496436, -0.13989748050886497, -0.3733313331483509, 0.18299752056034868, -0.015911754179939012]}, {"W": [[-0.45930203733459746, -0.3440651286142292, -0.421435256580351, -0.38192362367216715, -0.17764293693669791, 0.1862084879613977, 0.04461238945572231, 0.1850887721750775]], "b": [-0.5964633482149814]}], "training": {"phase1": {"device": "mps", "arch": [55, 16, 8, 1], "epochs_run": 31, "best_val_mse": 0.24289287626743317, "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": "5e0e111ca9b3dfd5d0eafa7659301e295069f36be25b45a2ff3ad67fcc20e710", "train_window": ["2017-01-01", "2026-02-28"], "seed": 202, "created": "2026-06-20T18:02:46+00:00", "phase2": {"es_popsize": 32, "es_sigma": 0.05, "es_generations": 300, "l2_anchor": 0.01, "es_workers": 2, "fold_objective": "robust", "best_fitness": 0.014476965202840307, "fold_calmars": [0.5840361512536425, 0.22488135915340743, 0.5605340682560573, 0.49468771707756704, 0.2553202137014444, 0.0], "fold_mean_calmar": 0.35324325157368647, "fold_min_calmar": 0.0, "robust_diagnostics": {"valid_folds": 5, "drawdown_penalty": 0.0, "pnl_dd_penalty": 0.16666666666666666, "trade_penalty": 0.2555555555555556, "negative_fold_penalty": 0.16666666666666666, "fragility_penalty": 0.014, "fragile_0_05": 0, "fragile_1_0": 7, "trade_target": 15, "base_fold_score": 0.2472702761015805}}, "recommended_thresholds": {"i_long_entry_activation_threshold": -53.72425228221046, "i_long_exit_activation_threshold": 43.28829654560063, "i_long_exit_activation_confirmation_threshold": -51.319140680822926, "i_trailing_stop_threshold": 14.342557046365249, "i_use_long_exit_confirmation": 1.0, "i_use_long_entry_confirmation": false}}}