{"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", "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": [[0.37557731276760203, 0.15843246005937803, -0.15085490441362992, -0.22195935546673, -0.3383272445347511, -0.0288067457628457, -0.1703157067654918, 0.05729399460336658, 0.0017960483209656583, -0.045582361764617996, 0.133552247326299, 0.14843729818541473, 0.3076416223340944, -0.15072229131946946, 0.09590211345969282, -0.07849996208187646, -0.024204669910361104, 0.0029456861075971737, 0.06660415065357625, -0.23820924692085527, 0.19859634378744606, 0.1366495271623448, 0.00806652697967098, -0.2715218693841417, 0.041229235199824486, -0.3851425454399742, 0.017496836502478748, 0.06425313701660977, 0.037055399377381865, 0.3142260504150213, 0.42818184130032094, -0.20029069005143474, 0.05048878263897308, 0.05480151867010502, 0.3428208006850569, -0.08963873147468547, -0.30968019904755834, 0.13630110011833968, 0.21732617894503173, -0.19752420209819488, 0.1716422945229413, -0.10613347062057828, -0.227347061935464, -0.054024639554743764, -0.12427238861917919, -0.12032529004752301, 0.48347066500551894, 0.07317946145946953, -0.30162434197042887, -0.16753039419981586, -0.12214954020428286, 0.553669418848255, 0.18143805124034323, 0.07702401843787318, -0.04133055913458111], [0.3616291893678034, -0.11451838509372873, 0.35340893620398217, 0.30969185540821836, 0.23799241782007818, -0.10441462496277273, 0.06265569706900938, -0.16258048215853763, -0.23770443296165636, -0.08083901268872073, -0.05996429845415335, -0.2842222581024869, -0.3479948221112951, 0.029198757451911396, -0.20541607004012483, -0.005279667791123769, -0.17335307989465176, 0.07747465580742642, 0.12155551064677325, -0.2119100348736845, 0.14852159915414664, -0.4521784853440671, -0.2330945959506221, -0.11494967612734268, 0.08761571720319114, -0.18011338167970511, -0.07029275233989023, -0.2029536706795473, 0.16546893966665938, 0.13460531957585056, -0.24184268233587597, -0.18453503115075817, -0.40909724398216346, -0.15508426393522134, -0.2077556833796891, -0.17317907950585065, -0.25207090602325655, 0.04210269221281503, 0.18165367002629865, 0.15790448440912605, -0.08462494937772357, 0.5447987978308717, 0.2717646931158725, -0.3298598977849847, 0.032693312726471184, -0.15356247796354444, -0.5717583866621623, 0.1935642859271948, -0.3552615191796917, -0.20419050412887016, 0.00543668708029197, 0.0821465341911902, 0.22315485409696603, 0.14258780069378857, -0.16795085005538518], [-0.12118272909366964, 0.03858741319377436, 0.19599681565769292, 0.3593257670935127, 0.03155399588798725, 0.32015129298352046, 0.17452149244387904, 0.1844345595016737, -0.025011714759613918, 0.04821592947917602, -0.047430672037721056, 0.21779033056298674, -0.2331584145567162, 0.41797635503040426, -0.17514572895220892, 0.11187973809266807, 0.05820687180958151, 0.21448346856958572, -0.0003199039365602077, -0.12628558547015115, -0.23518467511909003, -0.08576107170527213, 0.11703033021243003, 0.01670437835321157, -0.002801238224110318, -0.042920961936671734, 0.15094272380373844, 0.0020350351688685694, 0.2245369933810727, -0.19296575668243482, -0.2651338215481076, 0.1200611623448298, -0.0699946293027352, -0.12069703349965422, 0.0796964504058934, 0.3215382778632739, -0.17833162392198826, -0.25519696541615405, -0.058997937710057485, 0.13508665597129194, -0.5186249664176049, 0.13836056009047684, 0.05471202586740564, -0.5209474190606571, -0.4335346329534525, 0.018961878657344035, 0.4635179107527374, 0.10665065278015867, 0.05515630985161359, -0.15640399938708607, 0.015305457680751079, 0.14967650304845165, 0.29625561966533154, -0.19459654259611506, -0.3905189315748294], [-0.07135534074726181, -0.16376140074884427, 0.12451697903295375, 0.09495416731959737, -0.33744911501972724, -0.06314852364403561, 0.2215249035178988, -0.17614760782749736, -0.371002264052638, -0.18285897588614158, 0.13206473751134395, 0.370136128444893, 0.2005785825492105, 0.5462110695959059, 0.3732825308364478, 0.12140475098244144, -0.028748931719965228, 0.053063687268510566, 0.1812654307915857, 0.07657366423177141, -0.2921267101195492, 0.031036247419366156, -0.23151580343272224, 0.34928202092089844, 0.27116118620568697, -0.03420937150681939, -0.10777700647206669, -0.1304300318446565, 0.1609972050897783, -0.028619873423666217, -0.21833132401820263, 0.1393549290399672, 0.07202853694489625, 0.3954597541509296, 0.011601008171904306, 0.3154621466860195, 0.04803523358559091, -0.115302443377373, 0.43597836756576347, 0.018227606078001838, -0.0751985813863323, 0.0655395213586506, -0.03387742563767497, -0.6832709276797946, 0.1502765768625163, -0.05614507751338543, -0.008119386863547212, 0.2803968826565072, -0.049639242252019836, 0.07117709865184413, -0.025348221920198005, 0.07519531197158268, 0.23753073336729386, -0.11885310552505338, 0.018029455343355226], [0.3576050911278812, 0.1006543877877028, 0.07646359856411433, 0.1838769296347902, 0.2797706167429332, -0.4900571472543713, -0.20087270442349622, 0.12559924516441973, 0.2775492549500974, -0.46468975654726824, 0.22023224324210247, 0.029798294274983775, 0.20243873356876452, 0.07162174709649273, -0.43364378014774535, 0.08856147029210015, -0.22324079740206987, -0.16068653765082064, 0.024058590701454188, 0.19909836162345687, -0.3104297072365116, -0.19079821942962727, -0.0698243778199212, -0.03767339146325128, -0.01649468082292868, -0.32185722391970345, -0.024662996045389865, 0.2433153743812959, -0.31850511010688465, 0.3684171128086073, -0.14340604480114194, -0.17695284319785104, -0.0986311817365082, 0.6059838332288432, 0.24307677299581373, -0.12037927857396392, 0.033100774794850185, 0.1305954768883075, 0.15734671151608845, 0.2931549146721437, -0.18014130139071063, -0.16088006606166838, -0.5331722072048718, -0.09658356900287146, -0.30582772227294314, -0.36735653503977317, -0.32772067534743987, -0.05558330194165983, -0.0770750927983829, -0.00022501246235231281, -0.14652255563618238, 0.2935393528028201, 0.011461841473291426, 0.03349400496351163, 0.1172071035222493], [-0.10144711623952185, 0.17994018712307353, -0.0794202524400639, -0.0998420553886766, -0.19197686153862062, -0.07893057259032257, -0.3061311515451105, 0.2396226344760114, 0.2191831226561118, -0.3878769913043274, -0.12651320691787546, -0.3883969209798568, 0.0922621000052846, 0.04112904803263491, 0.25697946912305875, 0.18515440328688218, -0.5891013650859066, 0.19213953185194793, -0.24504299718804168, -0.12628155945943909, 0.3540430082070827, 0.05574714132423347, -0.07954054698926291, 0.38273201858681566, -0.20073683376173918, -0.2519510181674241, 0.040991778384834504, -0.10267637784828319, -0.3415028274366967, 0.1332064066939972, -0.24730385470170285, 0.06938474337968688, 0.5674105105293579, 0.021973140927700877, -0.06428130355558757, -0.13576692735873794, 0.30517526612316365, 0.02272243718936878, -0.22981552503206265, 0.21617949349644383, -0.5301429003046096, -0.29108153345095683, -0.31714752215922865, -0.17746525576963387, 0.3396489467620457, -0.02004542515208517, -0.07121654103190841, -0.18834236711496233, -0.13348483358270544, 0.018347557341054616, -0.028689611071238262, -0.034517959022346556, 0.2564321438640056, -0.05354685059692278, 0.28145614780786643], [0.2255434884916633, 0.10020180634588191, -0.13037701676036684, -0.3515524158210782, -0.4649457292977049, -0.15076823704652315, -0.09898014278740257, -0.0994563538305743, 0.3214703268186554, -0.08588153692025124, -0.4057353808444005, -0.3347401003414818, -0.010520240159994268, -0.34671841281274496, 0.17150931239002645, -0.4781972822935414, 0.1583177520979041, -0.17680285563904474, 0.19753764807465818, 0.42394134869550326, 0.21800668766019254, 0.01404559794310541, 0.057991928578904735, 0.2953985911758619, -0.013178822291973782, 0.11788592397290855, 0.16794922259019693, -0.02532804533179102, -0.6502770265689576, 0.020359372390108724, -0.36655597588180994, 0.13855672192451657, -0.14845109333375234, -0.09578106484131962, 0.1154839041870736, 0.24114796433705615, -0.050713837632123254, 0.19881439155385153, -0.18682813767875298, -0.5005546596730831, -0.08042568558390417, -0.048257706829137256, -0.32255590550663826, 0.5487853779012006, 0.23844228436556164, -0.4773722795133212, -0.3227630836443527, 0.3315666669074148, -0.14006883048673946, 0.28907114595341077, -0.18397994106233406, 0.46974763089113136, 0.007940269819215884, -0.34489592509649386, 0.42709129251154404], [-0.04327532469593212, -0.07689240462631511, -0.1856497743154073, -0.1829123112343866, -0.03543419344645718, 0.21117647824662092, 0.20036715398450827, -0.08791649262956225, 0.010743476917146194, -0.08139305569636161, 0.15064759332906896, 0.18201775992576025, -0.20622514784045953, 0.5597054414148578, 0.019585891192874058, -0.2740322550775329, 0.04915101267771399, -0.2095666377839183, -0.021240294063376037, -0.5070621079258495, -0.049223252156325226, -0.6762094853716847, 0.06606130048826381, -0.16948559248405226, -0.09695935317606418, 0.1850673078490045, 0.15573836695277402, 0.009837425477433355, -0.06212563464275539, -0.05735112335551234, -0.2551778720347867, 0.026066953442186517, -0.06832086849043377, 0.20825084195375612, -0.13460976909187883, 0.24220217621616102, 0.25214653059627495, -0.05268315468163703, -0.02998655283888344, 0.3216159047124835, -0.37709650930061994, -0.18276517059167516, 0.0684993790283407, 0.03937681156637217, -0.038413383844335285, 0.02461321598838554, 0.006337373654791895, 0.06312746571135128, 0.18650921129950565, 0.486573489385128, 0.07789468814130765, -0.2067829323164093, 0.022209150858999868, -0.47589680458117617, -0.6323785047643552], [-0.048693708574960345, -0.5260871236804865, 0.16490153824683468, 0.00027904198587928863, -3.3159217826268794e-05, -0.331154977717377, -0.28551880485602593, -0.4599613746871806, -0.22250477203012128, 0.41246804246194685, -0.15166302403874263, 0.38957788601243676, 0.13819441983395372, 0.0016402888725092907, -0.17966048079952684, -0.1635552058206545, -0.10706964072369031, -0.15005667348934937, -0.41179954070005587, 0.14568091430699795, -0.09799288548243135, 0.2820719871069229, -0.16701203685322946, -0.1576413007430525, -0.00726679635206115, -0.19552666665785806, -0.30964391476928615, -0.09975944749986171, -0.060798948404685554, 0.10758346611281086, -0.1794664504862129, -0.06683890123062929, 0.004891065547116389, -0.3905191015348824, -0.3380517331541694, 0.3291273387596677, 0.22524796103273173, -0.6121185745486364, 0.13158752412426608, -0.1087707752169916, -0.39304168976662557, -0.26957079859880956, 0.24717392953761647, 0.08055012164239231, -0.2041136531887057, 0.2469633595071226, -0.19096002933318293, 0.36661547191741134, -0.010977195015880582, -0.6129604347681114, -0.2970317023056133, -0.05140173484999292, -0.1345570044999626, -0.1895367414504438, 0.010350695265579999], [0.03550115667216426, 0.1135929033721363, 0.08623560470477364, 0.06789907512871649, -0.29405378845737806, -0.14198076601402906, 0.13388652506133994, -0.07642127029424449, 0.531435217802, 0.07122549296639143, -0.13662485908582667, -0.1674055568019048, -0.2843369097547098, -0.24440052573959187, -0.24837512948268978, 0.1463995587513424, -0.03509322069979219, -0.0977188764574173, 0.1568557107622471, 0.05139888736294797, -0.04546382147536729, 0.0932962359357922, 0.21694341949470972, -0.19034974980220873, 0.3822929347691467, -0.1563324154418352, -0.5046948129874276, 0.10074310400044457, -0.15091306021451903, 0.19523758696976556, -0.16351099703274516, 0.342049850986486, 0.12673386605598125, 0.38116626225202205, -0.3231395360799361, -0.13152708878341812, -0.018093223767931682, 0.0952215518941825, -0.13083785956495997, -0.16394401236471973, -0.04285513910812834, -0.007750121260645336, 0.0103521062926606, -0.058264987866211065, 0.08415342439234227, -0.25134146238629707, 0.14235107567845434, 0.39047017438020876, 0.21902063125835683, 0.13888907176623044, -0.2486640248624764, 0.07388688034777788, -0.20723026827350985, 0.409922629700387, 0.055626981066792855], [0.1468664921754572, -0.21275654355394627, 0.36367607471143193, 0.10779432913796382, 0.19538964088980385, -0.33779439410074735, 0.011923226566078155, -0.14962468029716705, -0.7574309226655483, -0.11427640366333938, -0.2666601660390411, -0.0519373197850818, 0.15933619379198893, 0.12824143435743804, -0.4340053276998836, -0.09537967734255803, -0.1141603800719268, 0.23911369844344982, 0.18202660859103398, -0.037487008917642214, -0.14731537139020257, 0.08411848371034107, -0.08352029121634746, 0.32269228597527766, 0.17496683767046337, 0.13953471122416353, -0.2510034970500561, -0.05202400409147353, -0.10222778011087386, 0.22909712324652068, -0.10417427658156779, -0.06027698750451395, 0.38870067261009744, 0.07220696102126442, 0.0746078441137675, -0.315733238942467, 0.3448209468171843, -0.12128463552384482, -0.10088139058224012, -0.19268574670072838, -0.8511548777582815, 0.06493988438918738, 0.3083412850229793, 0.3047251407713025, -0.10122744236755608, 0.1846840893183329, 0.12665356023745072, -0.1002707994778678, 0.17915833980829987, -0.25063573164984326, -0.2684743138954296, 0.24572709807230889, 0.2877698341344122, 0.0240979443452407, -0.30783538603180105], [-0.1671891199673813, 0.08770215045329482, 0.3575255276292382, -0.10093142069101893, 0.553116737097262, -0.0745404611390176, -0.06810060260370991, -0.1038809801442, -0.03304537206680688, -0.033661994280388664, -0.035924591221923305, 0.07346290124690025, -0.3594606540777947, -0.29161702024478164, -0.21771041208888908, -0.23576617879758158, -0.2541356630361148, 0.20278222175861715, -0.23221658522965688, -0.1958773162796827, 0.20185162604250637, -0.3012454752827016, -0.06338213633515818, 0.00652227575032047, 0.14763124339052341, 0.2886080426692292, 0.4583561958860815, 0.060820298790163485, 0.09799501627709872, 0.21836130794415046, -0.11764081678814593, -0.004676850352705986, -0.0009641149438273933, 0.18007206955912725, -0.07289471695646674, 0.2982415508597632, -0.18731728415560256, -0.20365554722014403, 0.32026255818058286, 0.1689898888482731, 0.05289327073095562, -0.020523849885287437, 0.011656472867580633, 0.20481586576378769, -0.1068096366992459, 0.749765856996945, -0.18777035955186577, -0.010122001778491431, -0.7723021781037082, 0.08730364435375199, 0.10999377271602835, 0.1750319932517181, 0.11728405592589167, -0.035562216509517075, -0.18336867700588577], [0.12573619949646503, -0.06377766485099143, -0.10542320272899579, 0.23115390737348693, 0.013174028571835729, -0.35413554718886553, 0.09711838100295704, -0.34944709399268664, 0.3075035968022515, -0.2741671146944999, 0.06943230419448457, 0.20217985536263122, -0.036902157448034933, 0.013620427938003624, -0.4038645549542528, 0.21967737301984522, 0.14554281490030538, -0.0999738932033978, -0.10047234145371536, -0.16939724835976805, 0.28251220985255665, -0.12927677729029502, -0.28907864624948265, 0.27163296158578704, -0.10232668334899676, 0.13357360238996413, 0.26075369853283703, -0.13566650389765586, -0.0005736781411798467, -0.43022453334620747, 0.13424093705111048, 0.179005670281464, -0.07214194385229113, 0.29153567829683324, 0.09269541037976359, -0.1804695958579541, -0.09857582937188906, -0.36960939025039075, 0.25337455063198344, -0.03538400961627739, -0.15907749093479479, 0.5504943456209658, 0.4220679558762621, 0.23213707641916778, 0.004723530636438558, 0.2536064529012792, -0.10633171685024914, 0.006092393313695484, 0.2667259623395557, -0.08674818869022491, -0.4115496496795164, -0.07096574543687141, 0.12306377629159912, -0.07088852353732354, -0.2595152272471678], [-0.6716805854570864, 0.14230170404164616, 0.22293757081560958, -0.2936385353531368, 0.14138038034525496, -0.14477156235412256, -0.1944753251933734, 0.4216772135069364, 0.11240693180680308, -0.08673883787463822, 0.1371788444980284, 0.11509577267293994, 0.0122287508800177, -0.2837528014574906, -0.10263496405898628, -0.10294826843916877, -0.026556671099793785, -0.2674018902283783, 0.47715384702178476, -0.1556491643721844, -0.05870806018079468, 0.21492480553830826, 0.5099769654216287, 0.1679198743365117, 0.02849250777970059, 0.1039562507055787, 0.0905647523633257, 0.12317095024075948, 0.057215062056406016, -0.06418273760735127, -0.04531850328665992, 0.058365827437230844, -0.08408037684118125, 0.19427836415989708, -0.22870664560623474, -0.10996928443757184, 0.09121024135739206, -0.4740123053740236, 0.34744607420164053, 0.04290277955581602, -0.3044736750003987, 0.31931705973693003, 0.5355881189510635, -0.37243286863568625, -0.22298569673764146, 0.15393978119045035, 0.16717621250331452, 0.09959685353088035, 0.04161480433210861, 0.22870660897668832, -0.1048210490389638, -0.3952803428194185, -0.08844324449607563, -0.12835264340723934, 0.4699337535644805], [-0.47219014727943276, 0.050080251174490074, -0.14444835086064395, -0.07585489676535533, 0.10065050446325097, 0.6648955932293887, 0.14741179501644927, -0.21271080500083195, -0.22771874916413626, 0.2652554155314719, 0.03901697037058034, -0.18032544212221222, -0.17137221695355917, -0.04584958902283992, -0.36371841439544383, 0.54826726864752, -0.2662914213221007, -0.07374413326513675, -0.41302241038682547, 0.30409035020398, 0.27291871760416514, -0.09013454518140773, -0.2238050351856618, -0.126031575094464, -0.015385188351985463, 0.03288440257548609, 0.07698169478895425, -0.11106113014597016, -0.3255964623125912, 0.3093061319194592, -0.4645009117499605, -0.292395179327092, -0.2316411476653094, -0.07026555588583142, -0.2978380643200989, 0.005964334018398862, -0.12160556073149462, 0.02120156911543383, 0.15668957316934798, -0.2940725391833471, -0.13204256436306339, -0.17747786103436866, -0.07005382304747287, -0.14539763783060128, 0.0011962789363230558, 0.26242350855129365, 0.1241646419257959, 0.08626431868096188, 0.09664743569165482, -0.2177033115053439, 0.23907827286303593, 0.116893439018384, 0.012410514189468244, 0.38751421579351897, -0.15983379478953197], [-0.3474693063558616, 0.05534892425131547, -0.35563708710624675, -0.0947934271363214, -0.24044923615109604, -0.07153919638982198, 0.34924352291496286, 0.34814917232305936, 0.16395974063942184, 0.1657412508127116, 0.17615251089201167, 0.5451817449356339, -0.1541651058749794, 0.1063658201933665, 0.1637451922777647, 0.05080445138459595, 0.35882013567080623, -0.1750196673328784, 0.23881269368887958, 0.018583798571053568, 0.2221513453513966, 0.07001824023879476, -0.27202181616653176, 0.28336116537283335, -0.026463448194573705, -0.31346193411077117, 0.05478600761065407, 0.13390341718690468, 0.20601225119975278, 0.013977113778115228, 0.43086383146764823, 0.15342529833475022, 0.1192974985007644, 0.015644499763407618, 0.36349945618642576, 0.10707492814417627, 0.04320433754209056, 0.462723782003329, 0.021911587067765827, 0.16528874616344233, 0.16749771618188647, 0.42875730751649116, 0.2357138843747887, -0.006267263128452737, 0.10212160239437328, 0.0012471291552002516, 0.08033897991240806, -0.08960153574634441, -0.4117910054928599, 0.1982957246606134, 0.16927661763797672, 0.4019346879594387, -0.12987940924543145, 0.21061574684966824, 0.42691091883356264]], "b": [0.030237347792156352, 0.09014771336881826, -0.2747383883836451, 0.011051672718594339, -0.3725990141637076, -0.021389981556365636, -0.0746835014340579, 0.46503132690153565, 0.11192932935268246, 0.5181408923398256, -0.1945562793809128, -0.2553528152933822, 0.34155637884549844, -0.44738366080782566, 0.44989197188567737, 0.171793206786731]}, {"W": [[0.035006456251912885, -0.048935304548926584, -0.029049051119488335, -0.05992120320143431, -0.05753677409161835, -0.1311945532759001, -0.12886334674946684, 0.10206961684739509, 0.07900992982766629, 0.09300785660595015, -0.16046146900297806, 0.5064301238119499, -0.1901534978713665, -0.22176927822698025, -0.1247831713456896, -0.08926334856026022], [-0.5730595786901681, -0.03940512240591288, 0.24003360956558611, -0.6517133854625993, -0.17481771685248654, -0.057170208265798536, -0.10254352561754802, -0.01571017797764889, 0.1253518368640676, -0.22545343455567946, 0.055755372647317065, -0.2470485022816499, -0.14969054764582798, -0.14709341516437896, -0.04723713347134722, -0.1300928133012699], [-0.17301012955089642, -0.5000228936809982, -0.4403986329420004, 0.2759703246885588, 0.06969029552107131, -0.07480096445460313, 0.3457805162958557, 0.14313437594853973, -0.05613894829619348, 0.2412692622578358, 0.11589808290263477, 0.17928114584556823, -0.29050038380608784, 0.050671869227656506, -0.5970590519719864, 0.22773739889296066], [0.46448633217329816, 0.08033926357312557, 0.1253851630164702, 0.45038045339026245, 0.5252726278435935, 0.0030244986138473068, 0.30916827394373714, -0.0623330360689232, 0.20443659611807244, 0.10311544161559026, -0.1478706701908523, 0.5905086165246853, -0.10267379519348485, 0.610771879796712, -0.15367937670470688, -0.01681979320809272], [0.38574394889981295, -0.002090935402004654, 0.2000660748394425, -0.09781483396318019, 0.1517073358960382, -0.2870446610354276, 0.42040364693986765, 0.27416006487589983, -0.5262264391986028, 0.44187501519898664, 0.08999051981517871, -0.43043780508345403, 0.028470201884656078, -0.12158168810685091, -0.3031584164190559, 0.05020597629868882], [-0.17383353734034387, 0.002266427010934064, 0.4273188007332405, 0.2971254651858394, -0.16437780549360065, 0.57082831137136, 0.04345561753391032, 0.17001047452302656, -0.4478384242189995, -0.7727546917173775, -0.3477245895910958, 0.20139256272912656, 0.17700156294482816, 0.06246778841993425, -0.002747018853793937, 0.15454205264211232], [0.314994921413569, 0.382191065158542, 0.26893290983617957, -0.06016719648096046, 0.13945639783377115, -0.12182513643315128, -0.12053651047089715, 0.47488505618000926, -0.06518979963621688, -0.09803139717528855, 0.1769285158365182, 0.17191460575410308, -0.054470933928972794, 0.0033392031069872236, 0.1157453563100993, 0.06507300361687061], [-0.2965403591013418, 0.3868094660011745, -0.2056640723982674, 0.09846120922786926, 0.05237613138450312, 0.146079677918945, 0.2993617779748463, 0.26110172743844406, -0.13774776047879367, 0.2340882180656445, 0.03177498159174041, -0.037798534221584405, 0.665380722445366, 0.17638068945107688, -0.07631712764774042, -0.1869322548309369]], "b": [-0.12220710732824691, -0.4336517690958651, -0.06166332105575377, -0.2327993365338345, -0.03398626512408645, 0.03054643661260269, 0.2021316945589122, 0.21162746489523443]}, {"W": [[0.44239922730601616, 0.6050652827458032, -0.13705675702359343, -0.20709258875384104, 0.6366033389653036, -0.24849484639679525, -0.1521389250605428, -0.6141174442646146]], "b": [-0.49032402702618355]}], "training": {"phase1": {"device": "mps", "arch": [55, 16, 8, 1], "epochs_run": 34, "best_val_mse": 0.24183858931064606, "train_bars": 10196, "val_bars": 736, "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": "dd87d11b2289db479135d0d8c351e665a52a3c1cbb75330ff2f99d3d3d7a4b42", "train_window": ["2017-01-01", "2026-02-28"], "seed": 3636, "regime_filter": "bull", "created": "2026-06-25T13:50:02+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": -0.09089811646336377, "fold_calmars": [0.45615226981070073, 0.4535567330446997, 1.227626691595912, 0.4000821559714178, 0.16865683818291508, 0.0], "fold_mean_calmar": 0.45101244810094093, "fold_min_calmar": 0.0, "robust_diagnostics": {"valid_folds": 5, "drawdown_penalty": 0.0, "pnl_dd_penalty": 0.16666666666666666, "trade_penalty": 0.09999999999999999, "negative_fold_penalty": 0.16666666666666666, "fragility_penalty": 0.016, "fragile_0_05": 0, "fragile_1_0": 8, "trade_target": 15, "base_fold_score": 0.3157087136706586}}, "recommended_thresholds": {"i_long_entry_activation_threshold": -83.63730970305568, "i_long_exit_activation_threshold": 42.61125865541756, "i_long_exit_activation_confirmation_threshold": -87.40911386116866, "i_trailing_stop_threshold": 7.536938565505251, "i_use_long_exit_confirmation": 1.0, "i_use_long_entry_confirmation": false}}}