{"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": [[-0.11106749246283755, -0.032476477433854525, -0.21145574768533085, 0.4393059464690124, -0.05902429516675169, 0.12500055804256455, 0.06940267633272275, 0.3415022868993695, -0.061183726113285514, 0.09110748828708644, -0.3661281125957582, -0.06939626256675527, -0.12872857968536536, 0.08479515537683982, 0.27891859666742963, -0.12319881363469123, 0.003020070226479705, 0.22071949890133122, -0.46009153492239735, 0.29970055313012856, -0.1303249217345983, 0.07872436680835927, 0.05710141584674247, 0.197992419983184, -0.14001954270965325, 0.006355551713241512, 0.11454923419614879, 0.07861908230408998, 0.1911987543610003, -0.3326177336890075, 0.02720853694365786, -0.3930600289965127, -0.27080980913557956, 0.5482813552268349, 0.1809258936216609, 0.07044918722575212, -0.2840809738161238, 0.19922873978542185, 0.30888357830457125, -0.27987799674507513, -0.05970249760762236, -0.31844604103093077, -0.05560120446756887, -0.07300399239256009, 0.444300875521773, -0.2548551852999965, 0.14340346689964478, -0.1803363953633727, 0.01858561646473451, -0.06647016889959761, 0.2720109947543363, -0.29940174842374384, -0.05369073570091891, -0.29991363325996645, 0.428534985645925], [-0.07306890410095589, 0.16321720103185128, -0.041193721336649135, -0.32300222425748226, -0.38008143130107347, 0.25425631745018984, 0.23548147323495008, -0.1409046757006589, 0.0005544875612763026, 0.07570259328302739, 0.21534448242891802, -0.08988749623445949, -0.39395560721428247, -0.0820976822559718, -0.050038539332891596, 0.09244932950257329, 0.20811293009885948, 0.053848368495454595, 0.03668319028737991, 0.10039588506479503, 0.2087242645644426, 0.296098161723903, 0.28567947597961874, 0.10251068101805944, 0.02757722506252243, -0.11203370321966964, 0.010315690028481303, -0.09058672904915607, 0.23565187800979487, 0.16060794145618557, 0.334380223232932, -0.28178334575809366, 0.3833030469812209, -0.043395622255695036, 0.25463372718744887, 0.09194633795082627, -0.19191288409476395, 0.5107309049265519, -0.10737318213176121, -0.5209847469163509, -0.3922643344944505, -0.06962099248502203, 0.22380800938054607, -0.10863904470606062, -0.3232363482553855, 0.11005384634859532, -0.04649363910822928, 0.37030640282288096, -0.014424786394613507, 0.09721947308210982, 0.5794111936062155, 0.019122857840301086, 0.5032731866117695, -0.007024577234485553, -0.16745948569002517], [0.1861993306024824, 0.06410490439735267, -0.3862020772716413, -0.4094677703671486, 0.08846197803663745, -0.4275892520194359, -0.5026043588581758, -0.1740579289926549, -0.1466772427586411, -0.0292823800959753, 0.06678776883179789, -0.16304158763997506, 0.3056215523320003, -0.006529379002363833, 0.04281115184387073, 0.10322310870800908, 0.06873820067423074, -0.3467406163901447, 0.24741803427415238, 0.09504519649730303, -0.15760849460336251, -0.1274412561603813, 0.040852018720600305, 0.12176783896846431, 0.0005977342021723057, 0.19455914333484392, -0.6093489525475865, 0.1999186711988207, -0.0055863826589862605, -0.19325648806465995, -0.37850614053084214, 0.017147320132139092, 0.024127211944625263, 0.26399024894606493, -0.2344830392142507, 0.13559362010530485, -0.09276019865714664, 0.1601682666565327, -0.2522115451943283, -0.14229374447939827, 0.43603139908202393, 0.08138907924490058, 0.12895448852369143, 0.12605567463587625, -0.4348608056020466, 0.276146972665796, 0.09727352866340483, 0.09989286824299705, 0.355258806631493, 0.062346153984513916, -0.3946367262506643, 0.19043438832083645, -0.09899233989567215, 0.22107187359881722, -0.09173930881525373], [-0.059348478781130115, -0.38193394634429806, 0.04715787644989714, -0.16517587773101602, -0.5725729289171584, 0.23651070314723552, 0.11897564948715895, -0.11305129824067087, 0.4019742258814325, -0.22667129228666133, 0.5619060584517795, -0.2633466694543652, 0.12721632540044733, 0.14833443529255214, 0.3157875823918703, 0.1901121364204087, -0.3642262286144819, -0.043478952984839815, 0.27479513321099674, -0.1900183964214729, 0.16562796564357274, -0.10200830663502075, 0.5343564681782669, -0.19030404493557587, 0.2369771229404976, 0.2457486364937177, -0.11088271111346612, -0.20196270199287447, -0.40264811167755343, -0.260453093505483, -0.1653476036993234, 0.21311642984886703, -0.3224234960333975, 0.09140335374679132, 0.4053909486832987, -0.009962632657558177, -0.07763527874227505, -0.19629311773558883, 0.215286450227611, 0.3512888460519246, -0.3144173620536936, -0.15475530710679553, -0.35671988567687474, -0.2545991706193396, 0.10243746227000936, -0.06758675874517553, -0.38667454697464754, -0.16182237462369767, -0.13448794307653228, 0.18275304383779556, -0.4424010456143546, -0.07963143050658092, 0.03245815403014541, 0.10084732126317059, -0.04287619618884025], [-0.2977189321279583, 0.04628175388165694, 0.2832258514188092, -0.25298524758377716, -0.028532625159158605, -0.4311001389978357, -0.4607364690819715, -0.3229258998668126, 0.12891924178937425, -0.3651853619288444, 0.10486959133345808, 0.10596553604725564, -0.07568009977240131, -0.06160808945532559, 0.4802551911894869, 0.11344360303403518, 0.3776448106537556, 0.09101845417114261, 0.46562961176150947, -0.2539488364402733, 0.26553147581676795, -0.4256625204843309, 0.2176557397973252, -0.1309307319204456, -0.11765602880238779, 0.3208714549974903, -0.09834186418514702, -0.23259622480458317, 0.1514265076290776, -0.02306392152580185, -0.02405163830144402, -0.10668744286039022, 0.021676595766953667, 0.17289594145146636, -0.09134191473001227, 0.2803854481497027, -0.1689395314679576, 0.10274135915716993, 0.09356991956749594, -0.05244127082193179, 0.3686248639887121, -0.05610062296135052, 0.18434209319220138, -0.09552020397981155, -0.04160703465622031, 0.30135597834169137, -0.211447440559712, 0.13184175794728373, -0.4603115477430994, -0.5551259261029267, -0.2114535581776719, -0.008504960690594636, 0.10255450405743743, 0.14661373894537777, -0.08483235721621073], [0.27083571117040794, 0.08426615064165112, -0.015562189028897996, -0.1532409644504448, -0.20859512043543774, -0.03416208785991586, -0.03561552988477655, 0.12953970746958662, 0.300088985482561, 0.5599847638533714, -0.18038863584303233, 0.22701070147366686, -0.06531310747372107, -0.07717704356623228, 0.011650631579410584, -0.15695781088878055, -0.10685006249421332, 0.1415347637879134, 0.3730394650498884, -0.16492491498530124, -0.3860223843539647, 0.3220300592414976, 0.31999134933752227, 0.10728786830830214, 0.11416151171990802, 0.1022457489746972, 0.10313403838074582, 0.17631184181562434, 0.009158796921095922, 0.01292368734657217, -0.2341262715779941, -0.04008751391940301, -0.2823910895603424, -0.6286243767924311, 0.2173948599481395, -0.12348167578249661, 0.11188928594471906, -0.11496276715816173, 0.2587897091499438, 0.16777172856983602, 0.028746167101238063, 0.3178808380887683, -0.20172341032950047, 0.17961440376087207, -0.06072569105692562, -0.5720480758039963, 0.07194898419617693, 0.15821373959381574, -0.33078339069483204, 0.2940939452655593, -0.03449858101375107, 0.08412616105175703, -0.20150367792955304, 0.17086282880952006, 0.23729181640286806], [-0.025970226255973408, -0.37386201905742106, -0.14669587113686228, -0.26072048677640713, -0.2512733898032707, 0.3267492701573212, 0.016258264242447286, -0.1636247996796466, 0.14447106791073655, -0.1012828570911502, 0.21116890060394491, -0.12649640713206267, 0.08298792760408087, -0.22030090498857785, 0.2176582068737952, 0.1593102515440762, 0.13169684195458783, -0.08349281075868041, 0.1815688407288164, -0.20413399955343112, 0.10556193522194106, 0.08411098375115814, -0.06565670041137368, -0.4599647543492935, -0.04910053099314124, 0.4938845911171153, -0.3583124187788538, -0.36832012017720406, -0.07977656757175743, -0.4519199102357715, 0.08601607143741753, 0.2104472381618412, -0.18256709449732098, 0.18109723278942408, -0.2939852026310056, -0.10110828630984041, 0.26384424676426516, 0.12848297725950342, 0.08563799764485498, 0.25463188424011596, 0.35321018747341765, -0.1366373559083228, -0.035380103137629244, -0.09495155002201913, 0.4288120319433181, 0.16826317478827757, 0.21914551543565794, -0.3592812742542311, 0.3942883112635885, -0.14582574891735486, 0.0026670697133647217, -0.13346366804586182, -0.1305504003439973, -0.34552694910524934, -0.07751246905243427], [0.02937076073139698, -0.033373184651556996, 0.06538789129736716, 0.08912130673033966, -0.34489913242796827, -0.185659287761601, -0.3145246890345005, 0.31716759990222215, -0.10229102617380373, -0.021611541063221554, 0.24977173394185725, 0.198626105506981, 0.27917145134567906, 0.08802604718710864, -0.1775831848283761, 0.43230792947192825, -0.3996384081790968, 0.4148372385483671, 0.2216795247249727, -0.04104672969801812, -0.3409771976516185, 0.17966645471054465, 0.10738190936553714, -0.3786238238234426, -0.1386904963028223, -0.19016901605244152, 0.4607289871016383, 0.07473241228821809, -0.11199829662573206, -0.08624678804453448, -0.1272262395584922, -0.15540165256538502, 0.19475177063281263, 0.1321091412231906, 0.5892844062071145, -0.33088480814239046, -0.08314943954893583, 0.06536504810738891, 0.08767730885359204, -0.4584743187916115, 0.2772925949211564, 0.08999923549620492, 0.19857699726877986, 0.0681067327588013, 0.6512368576699034, 0.10770419840977832, 0.18694402720740336, 0.17228844658948944, 0.3732858577079322, 0.045144858873285544, -0.4688964203556196, -0.3049143867244631, -0.12075465697073132, -0.07667572962235672, 0.16843062158576638], [-0.07354310561338624, -0.005828627416209759, -0.051492545941357507, -0.04479444554326042, 0.2814972813358563, -0.5049298938955694, 0.01397691028737777, -0.3865623927181219, 0.4104796732944372, 0.014096712872639198, -0.51338243909089, -0.48271629702449104, -0.10608454995653864, -0.010238325175737103, -0.025711546285330733, -0.05256539669402757, -0.42225250100488654, -0.21020169140552036, 0.11207363695228455, -0.5017511993039808, -0.2463734440835167, -0.3035048317801157, 0.28430518827041096, 0.2888707430153523, 0.09871798609855324, -0.18154740814014395, -0.10558417656306204, -0.23796712523428445, 0.4015287558617823, -0.11551227994163671, -0.022562300437714913, -0.26661487321635297, -0.3357309774755543, 0.0477847696624846, -0.08570335264560627, -0.1995340639466415, -0.17127743262005454, 0.4819225439758911, 0.4420466107036028, 0.0030236074761632314, 0.09397546537592061, -0.1567343431844045, 0.2648637190645108, -0.463693407891998, -0.09315737902182367, 0.1351533284293762, 0.05292924206152237, 0.14176043963285345, -0.32395629956645594, -0.23226060577493118, 0.17893599836081298, -0.08045219980043752, 0.10942195484491468, -0.31107353143737726, -0.30455656133988696], [-0.01647955589499581, -0.36169337887964054, -0.4572810101615495, -0.35000607475945583, 0.25734270294911366, 0.1404565124651627, 0.4229888325166834, -0.17634431139340984, 0.2290699247974971, -0.2740309558468825, -0.10162147189633233, -0.09488216160371638, -0.11308135817771234, -0.21082195366957593, 0.06470639685071784, -0.0602565803873676, -0.0773880265580164, -0.11013471869146352, -0.19948592581103924, -0.1876016899877431, 0.10848277943627099, 0.08973106749543926, 0.15735188727794802, -0.038165674172153864, 0.0991827814027236, 0.49474983760144053, -0.1268168081163557, 0.185231826314622, 0.5062291250642768, -0.3220435860979764, 0.1987584190435632, -0.018299606595040013, -0.196807187582224, -0.3085827329318138, 0.0048895879375377965, 0.014890827955479032, 0.22336284669021073, 0.22412463862092652, 0.1505611994944529, -0.179271828325161, 0.32700645752258234, 0.2848868189652561, 0.17778691692835952, -0.06681109602385421, -0.0853570169415572, -0.03421991049409688, 0.18271318573250717, -0.12880622116414414, -0.06880976176238626, 0.09133609312109588, 0.33913427989819767, 0.24609747371860746, -0.4182505743560846, 0.3370022731829592, 0.04644047557005056], [0.21651910224154747, -0.2858407879888023, 0.15193675998864964, 0.10599283511365594, 0.06950184310714448, -0.05988586527974661, 0.3442579651951714, -0.10359400932673696, 0.1787613352400553, 0.35079345589927446, -0.15601478893924398, -0.09791986520175197, 0.1380886751614336, -0.5190454931286399, 0.2839493517046571, -0.5099498674550873, -0.5420968104661935, 0.3103482163721669, 0.24486277823171781, 0.5000946617396335, 0.1567205605055326, -0.08720421251577974, 0.5925727939498793, -0.03763637515359285, -0.15038500258158038, -0.027057513992241808, -0.06915362014466431, 0.08895890274955819, 0.13307944151524853, -0.2327882241778576, 0.20805714502120295, 0.4164177612702813, -0.06148673044131166, -0.20323067354131652, -0.16931964146631634, 0.23154235593163036, 0.4490102837727986, -0.15081089913204826, 0.2820796189103263, -0.3480084944601402, 0.05901615736759137, -0.13660484068009834, -0.015135883807093749, -0.17251672741864107, -0.2288782692727054, 0.006023545149485544, 0.06596425277436295, -0.039469371879767304, -0.06867596920347689, -0.010262244629718836, 0.3394782463208877, -0.03300118191891844, -0.033511806740875276, 0.09323790950166819, -0.12713909254476766], [0.10011931459109437, -0.0980624065966186, -0.04380736714559794, 0.13186689425306164, -0.10462612614457767, 0.21092718425669965, 0.12304814397405411, -0.19203393689585452, -0.2114864304793557, 0.19099833100100952, 0.05928569622428645, -0.09379177125529232, 0.09946638051540885, -0.024196385095237333, 0.0651298808350901, 0.3909421843571223, -0.3118537311603681, 0.05517269607301924, 0.2954593859325531, 0.40083006460327947, -0.2686978011425989, -0.016432522598149722, -0.4294503044503676, -0.10849682359081672, 0.11074594410765223, 0.04684146057062687, -0.14282121610810908, 0.045651793224798995, 0.26682418619319836, 0.31797484667548426, 0.1081988041079142, -0.2744168239980494, 0.23788651680209527, 0.4127064205927872, 0.03639597072568181, 0.23738798575058112, -0.20375852432200214, 0.3070747738116948, 0.007886596380591436, -0.04456245533826824, -0.09174215370810708, -0.23318660035717417, -0.05945773860386051, -0.2724807177086103, 0.11328817795074726, 0.18294443236574726, 0.4475061005506507, -0.2076903539968193, 0.3620636931978871, -0.25430705921367136, -0.21725652707022328, 0.1937602227487772, -0.24360093523586795, 0.001423756358359552, 0.0919952640067216], [-0.08195793596901449, 0.07840667728592786, 0.00992504844528729, -0.7501438286479147, 0.11542047625552826, 0.3540830389727141, 0.290463914263426, -0.3038133432834953, -0.21063319224758875, -0.07167684980504443, 0.5231648073774688, 0.09355056333335533, -0.30768544726301433, 0.008183242124862215, -0.46105458061247906, 0.05840076273810334, 0.10750666583726548, -0.42140801021375535, 0.1596181495945441, -0.2098493495421474, 0.5933776680673815, 0.13832865878580455, 0.21766872160661427, -0.0696224739075534, 0.4986097075720495, 0.3065440456361986, 0.3181892451833193, -0.37098114466585447, -0.08003910710752962, -0.28553062748388186, -0.04585012840446812, -0.15537306329366257, 0.459851413673841, 0.04781699473280756, 0.0521574879185226, -0.004989059189039474, -0.009926807459301985, 0.04208510420126056, -0.4739847545818534, -0.17176115125643, 0.22255937520925972, -0.1736368501918527, -0.6469034369082176, 0.23276530404009765, 0.13235883326479192, 0.3744420472012185, 0.03385733537024166, 0.30429193446977676, 0.19011343822885246, -0.1590140845051039, -0.43135511758799777, -0.04235050153800976, -0.1601159129689503, 0.2588943036933945, -0.16828728187159273], [-0.1461557466015982, 0.17331366089164743, -0.24506823114817405, 0.15570570450089782, -0.41380594441775564, -0.3154702413901994, -0.07226430162073606, -0.05467837508731835, 0.2975113838398959, -0.2902325910288818, -0.03713721076130863, -0.07820076769469184, 0.004271235845079503, -0.05788570503954077, 0.18612817469092485, 0.01104376879855222, 0.3116282071044839, 0.04917379780867319, 0.17229142284416527, 0.12011768382822868, 0.03983306594569843, -0.2754719749943506, 0.17793819985543935, -0.07911719226604336, -0.02670553769013636, 0.28563406482658105, -0.09792710527152593, 0.2863030628378058, 0.5751353634264001, 0.2667092368896218, -0.14134266500281478, -0.13905366671511837, 0.34299050800082276, 0.5533809358420021, 0.3749101438542372, 0.10532548313538505, -0.23201280157635376, -0.4393530618620869, 0.5016221401195557, -0.2457851904403125, -0.16320310304240715, -0.07621016109815243, -0.09603257019984236, 0.1583612647984318, -0.2449432002866297, -0.30860844676825433, -0.330405456196725, 0.2293490365612298, 0.07062062933695795, 0.15012072093887227, 0.06716888135293819, 0.385005417431934, 0.5636350665536798, -0.005384237069912591, -0.10739449459955333], [0.18593863414538556, 0.19282699811685317, -0.0017367859460666983, -0.3575656582234868, 0.17988836794885874, 0.07542631490200553, -0.15046919903917302, -0.003359011471509077, 0.15951150522694457, 0.14232105041999388, -0.14861003312422108, 0.11248812830434696, 0.09597538949717392, -0.488087900587627, -0.34293917041035493, -0.24443257100646978, 7.082452315507887e-05, -0.2376604906939944, 0.0696844354913219, -0.26821985121262953, -0.014790378071185661, 0.0011234788311644053, 0.04828440423400235, -0.2345702349054219, 0.5206394972663428, -0.14420950552288173, 0.07499510310385549, -0.10569913644426965, -0.05174907490139306, -0.016209579935126898, -0.04008974902540547, -0.26596063886599275, 0.027054888414599996, 0.2900653389686142, 0.031877735803508056, -0.14170579200576416, 0.21136961514480956, 0.0006202226231356578, -0.4293863559173647, -0.28290998737995865, -0.6296887867420515, 0.21417012118715922, 0.3883270480774912, -0.04763004064712002, 0.2423086785505958, 0.0061397940546117705, -0.23768059619112067, 0.2727577923712059, -0.29141025170581225, -0.04579980090250472, -0.22309994572651454, 0.06892657723621047, -0.24205996648186556, 0.13642420982778344, 0.15900006230493824], [0.2093704294982934, -0.10165831625519076, -0.15985988548431454, 0.10041958629593913, 0.447905560695566, 0.4052526623935071, -0.21306078344962853, 0.05175079713420738, 0.2275888094200099, -0.13787101621569478, -0.20907445957061893, 0.04597583133222227, 0.18418051839401794, -0.3120621806062141, 0.11871753695854897, 0.05776492888749929, 0.017919570426169318, 0.29905606294516185, -0.0012351633504475688, -0.10704982131933108, -0.5798612238667815, 0.09821797945285132, 0.17983740175160928, 0.38024599212608345, 0.34166301319282866, -0.1179445081544729, -0.21320472280766622, 0.27326775402727804, -0.1697740531703647, 0.16469556275449632, 0.1380212497018329, 0.13020765570692538, -0.10918907604157208, -0.3325590433686454, -0.12141811351530786, -0.22123243245617977, -0.2215478648078284, -0.1150594863188441, 0.11449393437919615, 0.29614795270438954, -0.13937940510083635, -0.38515946404318785, -0.4778418926589842, -0.20200559584699088, -0.27243738278474255, 0.22045983124330698, -0.3178177752726981, 0.5112411555946054, -0.06805394330649744, -0.22725767420615817, 0.24525032634919225, -0.02649131606405457, -0.3761539291009991, 0.17573468459692357, 0.3806444475636523]], "b": [-0.3412072487909808, -0.16550014709439825, 0.4329275447311886, 0.3423608908709241, 0.0793702660195383, 0.21283604668764491, -0.0744380792121021, -0.3563995119770659, -0.19640638224304685, 0.16572142305548684, -0.2829132063441948, 0.16772593864429816, 0.32805054493778263, -0.08737716811524893, 0.12440665380230401, -0.025723447355145236]}, {"W": [[0.5193987874790259, 0.19864432936287413, -0.07200847424882978, -0.2822197588908079, 0.0015123692796444634, -0.23458057474804503, -0.20225338866183973, 0.25117583024712437, 0.17749457171234467, 0.43387356118822934, 0.2216422130064083, -0.3671496179296998, 0.5079514414830221, 0.36433603295972344, 0.14388028190220378, 0.07888169842270841], [-0.38820364565033594, 0.4550938093982042, 0.006424609449712362, -0.06570239962025184, 0.22530151028596745, -0.1348741072154669, -0.08269966885650325, -0.22483590223320124, -0.21199041069507854, 0.13150963588519665, -0.1316871898707449, -0.11890190996621712, 0.23128323018787755, 0.06089749572733703, -0.07817396120611976, 0.33535957904185887], [0.4103999299149666, -0.2480873241394825, -0.07150327061490905, -0.42126001201397834, -0.2474690702270751, 0.636970002628664, 0.03656483561006466, 0.29487397212958055, 0.23675357342279704, 0.14136140956964843, 0.157142902883384, 0.21324478745765954, 0.15510661656021468, -0.14272712812243063, 0.17412939676795003, -0.09795194660468888], [0.28374200751739176, -0.1380947994944143, -0.019526962832393236, -0.08454038282096218, 0.13256407244263801, -0.44307623675444435, -0.03639979152624903, -0.08986039793955913, 0.034953488335878205, -0.05999075981108055, -0.36308953932769694, -0.47631228171546114, 0.05707023961935289, 0.02166917492506558, 0.2313373857284917, -0.008307511877596253], [-0.07106070616323149, 0.13999692612404752, -0.0735268925732397, -0.43542043248606516, -0.006005281448871567, 0.3639300214032082, -0.397657006382783, -0.3476702986290921, -0.44969806895579933, 0.20303425067576358, 0.1983856876555763, -0.1253444545686601, -0.1971476406362486, 0.160875334866493, -0.06481470128582226, 0.44946931034338095], [-0.16121216626175483, -0.13054359805360402, -0.24197814638087717, 0.04124755819801039, -0.10047203629744997, -0.12253022855604978, 0.08613503417783111, 0.16857510911406637, 0.20675164101271032, -0.02070222617157281, -0.021398739134066487, -0.01329073788776227, -0.30407913090624344, 0.136423898306689, 0.12564489634712633, 0.3984259990907548], [-0.3312444274445106, -0.1224352275198737, 0.023229299275104386, -0.3653298911856385, -0.10495367006049822, -0.009898802543899032, -0.04992277071330442, 0.32856255962904973, -0.4540802739968267, 0.025866187800883896, -0.08508995769016223, -0.1640582412245464, -0.26921469787536506, -0.01716535523427471, -0.07478690549694533, 0.041807834292364156], [-0.3961715019953338, -0.053171768497301285, -0.014116181625323534, 0.12580982054170772, -0.29105352434460957, 0.11858669789168962, 0.1543829217002906, -0.1596338656384359, -0.32073545460485875, 0.6000907888737839, -0.0708130221014499, -0.023048474981938596, 0.1169270783320442, -0.06623345465832256, -0.11835461679042303, 0.3376126872142712]], "b": [-0.32667915443225665, 0.2958743800809506, -0.36675003272855805, 0.31737913062796713, -0.4898690239632993, 0.14744228002724014, -0.007293615416266344, -0.27617531014507707]}, {"W": [[0.24353793725676884, -0.12273501351288954, 0.3714970332827378, -0.5648620417651027, 0.5458307023194265, -0.1869224884673537, 0.4897249609714558, 0.008392423082882128]], "b": [-0.5123770920268214]}], "training": {"phase1": {"device": "mps", "arch": [55, 16, 8, 1], "epochs_run": 22, "best_val_mse": 0.23903509974479675, "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": 3225, "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": -0.35484167157210594, "fold_calmars": [1.2039921768190351, 0.0, 2.550707302155176, 3.5940235258062754, 0.09701111928504876, 0.0], "fold_mean_calmar": 1.240955687344256, "fold_min_calmar": 0.0, "robust_diagnostics": {"valid_folds": 4, "drawdown_penalty": 0.0, "pnl_dd_penalty": 0.3333333333333333, "trade_penalty": 0.26666666666666666, "negative_fold_penalty": 0.3333333333333333, "fragility_penalty": 0.08, "fragile_0_05": 1, "fragile_1_0": 15, "trade_target": 15, "base_fold_score": 0.8686689811409791}}, "recommended_thresholds": {"i_long_entry_activation_threshold": -6.631191641235175, "i_long_exit_activation_threshold": 101.34788996993916, "i_long_exit_activation_confirmation_threshold": -90.28980909983737, "i_trailing_stop_threshold": 0.0, "i_use_long_exit_confirmation": 1.0, "i_use_long_entry_confirmation": false}}}