{"version": 1, "asset": "COINBASE_BTCUSD", "timeframe": "12H", "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": [[0.26279749775475647, 0.5144987950263239, -0.07295157022404176, 0.0808796645440674, 0.18070219276373312, -0.04589859396390636, -0.24591295865030072, -0.34667590817827904, 0.01536381335351672, -0.046948712903053455, -0.005862369576578909, 0.37344781603469723, 0.11802176249591745, -0.31309747456241716, 0.3136109644232246, 0.3770471141053013, -0.24684505694301223, -0.11181050442814106, -0.34436296802865507, 0.2502456066711244, 0.09940799083328407, 0.08547727566083868, -0.4522052301138973, 0.16336229529189464, -0.1369637996097363, 0.11767889995935207, -0.25006152718462776, -0.2921152258983936, 0.15918925682343338, -0.23442805776742043, 0.11573213924789084, 0.39677288758244844, 0.02289854584613001, -0.4151222288113307, 0.03580743723570744, -0.08433140743048109, -0.27802005761869136, 0.0017449650207375829, 0.03413018737605977, 0.04165117573391464, 0.08224071497568398, 0.0026460277052869456, -0.0686807871042587, -0.03492467709696817, 0.17299464499510842, 0.24502166128039282, -0.42096651993783785, -0.3883482323848505, -0.30881096987928397, 0.0659813112307649, -0.012474545974744622, -0.16348667359376545, 0.10916842195094126, -0.05653340844039402, -0.5935794356819455], [0.3362575956873332, -0.22958535337576808, 0.22707510945357837, -0.24934323129499664, -0.13527704855277553, -0.3388087870278231, 0.2133425263225678, -0.047109559800071685, 0.2422727658256652, -0.06636309815308677, 0.07845790172864334, -0.05773686380912833, 0.18670405307775384, 0.27983706337529346, 0.3615191880113023, -0.6310643460360741, 0.2666241445009388, -0.4094024535389514, -0.334925078826772, 0.3816826813521928, 0.048384779245438714, 0.2507518404435846, -0.3065147469418228, -0.10286439347817426, 0.22122284603425943, -0.13328568202331936, -0.12526932682981393, -0.3967950625253772, 0.1466168765631304, -0.17233586504575757, 0.024869504119281176, 0.2956916969713099, 0.18249246721697393, -0.02777075273866187, -0.3574804608616435, -0.2913501778674032, -0.13010917275765221, 0.21890699471841712, 0.02945893792130623, 0.2630984917419837, 0.23311463688605377, -0.09165477353387096, 0.031093995002798434, 0.10605919777791264, 0.2449926012372348, 0.3442613466728066, 0.004357926453995558, 0.4159338672135572, -0.22870404274579342, 0.20129210478974066, 0.2861762532754226, -0.4069118587409348, 0.1569157445817022, -0.16762264978249755, -0.5595472457552497], [-0.3669879838363687, -0.5101073037524708, -0.28216188282713434, 0.21662379342116322, 0.1930474179531346, -0.01918613824580947, -0.1777783208146283, -0.09417741748443208, -0.29772819656745236, -0.4155681337724214, 0.43132120550191644, -0.06302889275558882, 0.22520932732308283, -0.14596392428539812, 0.0025538515418089894, -0.133159074665605, 0.28868426709852146, 0.04974952115506879, -0.2076226508231965, -0.12312520382583195, -0.14593477196526045, -0.28009605450407427, -0.1309265638366986, 0.00046115357867766715, -0.21446211197633253, 0.24457434860960361, -0.10280286250641504, 0.008870684959092254, 0.1769877802936708, 0.29739501303638194, -0.07295732921006409, -0.3692858185137353, 0.1765837472040246, -0.09288252069168088, 0.3660837435348419, -0.4395826501660539, -0.35376743506588043, 0.3600328001679152, 0.17112971823253714, -0.0236266407441751, 0.23094062742925547, -0.32828871409959, 0.046897143331965825, 0.39072835894935654, -0.4117011519600776, -0.06102335508187113, -0.18192661262581522, 0.16364679895538312, -0.08606692976699319, -0.3699298950892499, 0.16865723949875427, -0.2516545378994959, -0.2252278797735224, -0.18958000711775438, 0.2145926354531798], [0.33440345113469405, -0.43870133195290323, -0.10276696393243401, 0.4658815050332709, -0.35939678298968414, -0.056108766215147154, 0.04951921535360326, -0.4014142744077622, 0.11052604567432107, -0.07167057349219993, 0.2328753100023948, -0.22870155511308665, 0.3289390353335745, -0.4144803898473228, 0.03806098465078858, 0.1411702982636961, -0.021114786156731215, -0.11308873487154025, 0.3264477833247081, 0.17684098301311305, 0.16394185791578916, 0.34592210321835887, -0.15742172498478146, -0.11742867434424312, -0.2192522584377324, 0.36648376780777586, 0.011711065187849395, -0.3213706219432032, -0.09417651288081122, 0.014194680601418482, 0.04961371702214494, -0.20866699237593622, 0.3159359056181979, 0.07852537870237891, -0.09286174315357806, -0.1050924227631822, -0.12240931223347014, 0.25722495336520645, 0.04996837158379042, -0.0067643249123632045, 0.32432424306765373, 0.009106803035283002, 0.6136444864942242, -0.015137334354574046, -0.027962308689295067, -0.3353764979181928, -0.06515316931137366, -0.29409767940482223, 0.4661892013818137, 0.2134812312872873, 0.23250840468042425, 0.13227382746258293, -0.29786793945097545, -0.034756114677151555, 0.2121137273987549], [-0.19781212225755557, -0.13477560641261627, 0.004503632660529607, 0.09589547709691666, -0.029807308388462198, 0.298054565507127, 0.07783148786743685, -0.1584049530479814, 0.05340361750316365, 0.47387643538288915, 0.09491301360387998, 0.11476900765352559, 0.2572394638643358, -0.09105698164748405, -0.1720259248174064, -0.563189297264014, 0.06700097161954274, 0.23076826789973287, -0.055941594442841656, -0.25590533250721414, 0.0037496301818343777, 0.0011691346625145628, 0.29154804100655346, -0.3278901118614949, -0.02189733507968321, 0.07151216694988509, 0.1430098347211236, -0.31799220348941604, 0.17534196765160276, 0.08129574762938442, 0.004325591321157242, 0.38163078513454324, -0.0210502556623767, -0.08060916907094004, 0.07900775802082867, -0.39306720754504226, 0.15132763383870598, 0.16677695614304888, -0.21841367391440772, -0.10317260052232828, 0.2974572309874864, -0.10138958391067016, 0.7091861147245686, 0.10260143109756166, -0.379890426425778, 0.11597364533932196, 0.07029901641768246, 0.3203768132042288, -0.26017875888769393, -0.20347807531113316, -0.04664472883281516, -0.022209891843098573, -0.14296374667180176, 0.3483769294024339, -0.1655559841025113], [0.3833605828280549, 0.03836960965989264, 0.3884855834358346, 0.365204367717808, -0.04695688985420142, 0.04003629242371698, -0.15394195604578895, -0.30565956293349106, -0.24831863869877385, 0.2696385749270789, 0.2909876985960058, -0.15232112059250066, 0.40770555507846495, -0.486575766151084, 0.07543657855183822, 0.33990093563279783, 0.020932826226663245, 0.1258784957611039, 0.2535414898150611, -0.24008813106495028, 0.2161916246282788, 0.2239152115113244, -0.4571830963778458, -0.20594692975641402, -0.06435838556029709, 0.03414334118412531, 0.05539881649738067, 0.1344437972950796, 0.1274924955571035, 0.09040149965169583, -0.04473774491897342, -0.42771929209769133, -0.0077781018198597555, 0.010380457196924035, -0.07682416525238635, 0.0710752563461825, -0.09360799107074874, 0.018596025268001144, -0.6145781658597615, -0.03901903506587533, 0.0006297908049038674, -0.3720858703903114, 0.26688183373149305, 0.20920150969051304, -0.21219078742605818, -0.38750156729164165, -0.5522875285457525, 0.02132580496502232, 0.2872610297698708, 0.393541335792166, -0.11326131758977356, 0.027404058865546792, -0.1197708813918226, -0.19833554059923225, -0.008805854898856824], [0.10040369786534768, 0.30294633884305305, -0.27774613054952624, 0.19035358544926537, -0.08327837019600509, -0.25572855617762486, 0.29371498996519013, 0.28492740246140175, -0.43552172609315193, 0.14723152006131424, -0.12431719734463545, 0.0955646472579594, -0.1734435704295925, 0.08497526125616961, -0.1016651767301419, 0.09405586619761218, -0.18916047759978813, -0.22334251418712409, -0.10274689448961496, 0.06243278968171862, 0.5813972015030474, -0.06704591915023782, 0.1893917248415396, -0.14828175242583475, 0.1016811436252061, -0.12086645972747764, -0.17738334508467857, 0.30798044347685216, 0.11219843846687301, -0.0704395236195167, 0.29171390334799935, 0.3132326333350579, 0.3793413165328059, -0.37844930181791225, -0.18790728979864516, 0.06724535383542221, -0.010671358824606923, 0.03902506983694901, 0.09143996412184427, -0.09563953434158261, 0.34473639033575654, 0.13132080318502054, 0.3306243669266154, -0.06659961072432002, 0.08410848028189344, 0.2736331618668713, 0.22267159368558403, -0.01774117731830676, -0.1227078890626113, -0.0579228466511844, -0.16689820887583123, 0.13609442177551762, 0.15856191106575354, 0.2915472184067663, 0.155033930013148], [-0.17493751952999054, -0.006827286659651945, 0.17024648290724348, 0.02547948995063102, -0.160015681446662, 0.07357079861225907, 0.33775491674073616, -0.388729521758191, -0.3126113783359058, -0.1433943508349826, -0.19496398224300673, -0.22000682742435188, 0.1341021566574638, 0.1919394714958069, 0.3404268874640113, 0.19484618461900255, 0.47216590376132045, -0.2831292037094993, 0.04538272268550205, 0.28025955930514446, 0.18208258846779396, -0.1845983138084487, -0.283199337465305, 0.2679968874775692, 0.4063734814032825, 0.4854856307256724, -0.1396705307950236, 0.2684181056346707, 0.2313257921054589, -0.04667941964774512, -0.2504277825434902, -0.012840560210533635, 0.38572450534239633, 0.15087091456790555, 0.04444939286241888, 0.1150006350407442, -0.30692566856356956, 0.46172321226539337, 0.11488877382387695, -0.1928094887665568, -0.1375926705647808, 0.39469244061270986, 0.33698386337780173, 0.025552574767221822, -0.09425900865313001, -0.03878310159683639, -0.2414871543705479, 0.4646375732097876, -0.16704257064813854, -0.3906173599778964, -0.1026181894034977, -0.360490602649619, 0.18002324022318195, 0.040133940364025476, 0.03666339964438424], [0.07646135069769332, 0.30230110995387327, 0.19312689746985612, 0.2057018594101241, 0.11617096358653844, 0.14858121388992002, -0.09693777143336253, 0.0013057139753696193, -0.09785382647761624, 0.2259168216413028, 0.26423342474846234, -0.4008255074990921, 0.17240822315753318, 0.2153041423155332, 0.02968345113241438, -0.3046908671472813, 0.09682364039696217, 0.13298320729473845, 0.13107936479971719, 0.2643450599777045, 0.0896889310307126, 0.22892511802775983, 0.39957934878608425, 0.0995569918322233, -0.21566720497793115, -0.019196177256287153, -0.09061922146756576, -0.048682975465715636, -0.0155090706385433, 0.40482222089555864, 0.22022250791949624, -0.15545306141340895, 0.06828124625798965, -0.13270406654403863, -0.14911668630527242, -0.08402525045947831, 0.009171070682113782, -0.20303242336966193, -0.17899996505358784, 0.047982201535529706, -0.2868840150628901, 0.22432935846178523, 0.17923096000225722, -0.194433175709806, -0.16469693694163542, 0.018299606726274693, -0.31285748408968783, -0.31097873314459995, -0.21201842317243366, 0.12589950339596626, -0.1920002893077619, 0.28283387143384076, 0.43057935435187256, 0.1288423264406345, -0.028517382487630194], [-0.19403993177770298, 0.23650922325925644, 0.039037892170313324, 0.35603796636384166, 0.09396121501738558, -0.09558489201807663, 0.03307445647875538, 0.035377546182423406, -0.03465023720330973, 0.164197678695885, -0.054839164010949924, 0.06751619524454938, -0.21317948767381237, -0.12309333785610517, 0.32402500936177214, -0.002462775976331072, 0.12120428868534491, 0.07820532272127322, -0.17908037307395713, -0.040559775716954315, 0.29785828987759666, 0.10785351395122221, -0.5561069347363515, 0.3470477946329398, -0.04598497790698361, -0.10520567737704041, -0.2775750621568782, -0.34055064904355253, -0.09888093135501065, -0.26904369330444355, -0.10854933655814593, 0.37593259775154286, 0.31401867522820504, 0.4779171625997013, 0.1410188993767285, -0.269858183229325, 0.05072818516121068, -0.08597904699622129, -0.14973576778925207, -0.01153473332533237, -0.15640513460021643, -0.47179529372985934, -0.03473840067627468, -0.14819870103508415, -0.14765243525472488, -0.026880598712495433, -0.18058038004192967, -0.01760000802513606, 0.2136160785248402, 0.10406534468773909, 0.10257826027617215, -0.31233539909465347, -0.03290042601796672, -0.020201833905956104, -0.32553348155377154], [0.3289764297397761, -0.1489753711183183, 0.4003098970607164, -0.3464985233907244, 0.1693696567383621, 0.029176180680856555, 0.3154303451967022, -0.5341473718571156, 0.04886088826918568, 0.10773153603466074, 0.15744641631048495, 0.1114478918623969, -0.40011378689300253, -0.003603085398341574, 0.3343172678293783, 0.15689167628164288, 0.36317843632471036, 0.05473784341106095, 0.27504395774736395, 0.04981994545801015, 0.5257015302541428, -0.13539341927716772, 0.426235267945064, 0.2652655275970447, -0.3651328136220463, 0.04996464046098829, -0.10415353588381232, 0.364577553444032, 0.01758527284354145, -0.5106842571948986, -0.23792039020146355, 0.11044263655848728, -0.1435668496268535, 0.013233129438187108, 0.16492456146405715, 0.473318654630854, 0.24114965414083966, 0.09676456548326538, 0.17145517881092068, 0.11833675774759528, 0.19894389105961177, 0.10279647280731263, 0.05504319277088074, -0.027077667595733837, 0.066033646175416, 0.013566536670825205, -0.03896636291682064, -0.07960074230083454, 0.08914378416550688, 0.10595206678377231, -0.05391950160635704, -0.09028850306408874, 0.15173638514333593, 0.28197635318772524, 0.20627583054766108], [0.17789253101067481, -0.054925592017249, 0.1503104973387601, 0.1995590227765781, -0.39067904423224326, -0.14193725980906235, -0.08265235898768944, -0.3194119935815762, -0.0536335426938035, -0.4059121125192914, -0.11999536274233791, 0.1524824647462188, 0.030200588057674827, -0.12641678500265807, -0.274172017267002, 0.43348594862189593, 0.1125915625192139, -0.37531226138943574, 0.000855500276729218, 0.08099759258485768, 0.24935165080569238, -0.342972632087612, -0.15966446483220298, -0.12916306233997643, -0.21899172510270853, 0.17404516106169685, -0.0550491196389758, 0.05005938711058852, 0.016458581902645136, -0.14023869001110426, -0.1706495270831634, 0.38302649774521347, -0.047706270932943835, -0.08468848854450522, -0.07165267324353522, 0.2382679891781294, -0.04731035394812532, 0.09106808384737407, 0.7431667891367547, 0.2980059467789691, -0.020704967961629635, 0.06177603661110563, -0.7103815111357779, -0.15205388562152738, -0.04411740904287793, 0.18085579150468206, -0.291440733237892, 0.239198073352699, -0.19136741197712337, -0.12997354171660422, -0.0805145864438702, -0.48850149657259684, -0.17906586448182213, 0.21737299980036898, -0.48736397528958947], [0.04564387956615696, 0.28131871169834427, -0.033816592133003254, -0.22011777367911015, 0.14868554982911403, -0.048084991099691755, -0.16855115254777853, -0.4255956317934429, -0.36518769359441877, 0.1494001056798563, -0.18664548068837092, 0.03264176632009018, -0.1529883833281853, -0.018544972283669525, 0.5961498575038282, -0.08337859927306569, 0.04310711084262674, -0.30909442647333724, -0.038213091156938064, 0.26629169012356546, 0.19746482792041142, -0.01926537276450621, -0.13163732483283772, 0.3126204867461325, -0.3952887540077025, -0.08864952467837776, -0.24849840328029682, 0.15699866632522577, 0.1255795501544353, -0.21220381494362411, 0.41531323810944826, -0.0359068354144772, 0.064923665553248, -0.2220281401980028, 0.3720908332302775, 0.3020956586705321, 0.17998424203936955, 0.03236247026634116, 0.05052133031389239, 0.0167693638917243, 0.05019830001746769, 0.18135544231575298, -0.2558702346943272, -0.3420609390407344, -0.0839323696335506, 0.16211294015412658, -0.4527760634110509, 0.17013306452293703, -0.3768571089324766, -0.07139526754805398, 0.4250023857420395, -0.0011066464238287457, 0.15066452266490327, 0.021631440129866585, 0.21560690126738283], [0.4223240160982681, 0.06292065268343007, -0.2888841940425648, 0.2134531857164204, 0.26733535380660767, 0.25132781943821425, 0.0397539835345825, 0.007000669900730297, -0.26918456826795567, 0.2675233489493891, 0.03526762783916665, -0.07387055142644451, 0.5191280142320627, -0.1458490486844698, 0.06988694540082523, -0.09415237152563896, -0.25962950548458924, -0.28394871814667516, -0.145807603079951, -0.10675995515717994, -0.13387510401712796, -0.17960243187789116, 0.31335002647867677, 0.38576085272671484, -0.23348584222920576, -0.33699018899013816, -0.00013308682407163486, -0.06671290481221291, 0.3850639512408635, -0.06998952143715945, 0.3390883187582981, -0.3131845378913493, -0.15052149528490594, -0.20282496989124646, -0.15275381564826507, 0.04451169177049861, -0.08038300501180315, -0.07534137083106449, -0.06980630297513896, -0.03720214599164516, -0.5119792282929825, -0.03309230918459581, -0.29952484687072467, 0.5155058169934253, 0.1303769029671212, -0.0006411291720106217, -0.025260612834249976, 0.34789344718621273, 0.39085616525623823, 0.08775089511298159, -0.08572779005875605, 0.004546387951421191, -0.037584505156227486, -0.30494102910231424, -0.42751388004822005], [-0.3368758280916472, 0.018668975338740002, -0.30376619636980356, 0.2562333740539626, -0.3244878886432638, -0.08493908188397785, -0.07663045791915257, 0.10767091880877197, -0.2674708600651248, -0.021982116638710553, -0.15751536334286514, 0.4178659049495215, 0.37633007486698594, 0.8228687921824293, -0.3948543734069467, 0.09999218341657778, -0.15151465308761003, -0.603370564595551, -0.14088044315169623, 0.14541020600461785, -0.11047288362912022, -0.04772792605589638, -0.12415994037977895, -0.11576086645261613, 0.589148009204818, -0.11443969369854622, -0.07248195119357018, -0.21660333458424055, -0.09031174948499412, -0.10735332950369761, 0.05751803332722054, 0.09597933664896893, 0.01905815765622941, 0.03296612240552953, -0.07934198768439564, 0.23121921848496763, -0.11608970134144747, -0.00818326562116433, -0.4182366664786324, -0.14032733077261134, -0.18254423540868478, 0.3435905803502999, -0.03409670839357966, 0.14576054420383225, -0.1051073844495136, 0.05240875779590169, -0.06471607055867477, -0.21917672678041905, 0.11089137576350272, 0.30027146037880353, 0.22738045968038056, -0.10717945506285795, 0.15444799811736873, 0.34331303613641667, 0.1649887781053093], [0.10070190431598725, -0.2094272047259307, 0.1599133280303407, 0.24664331922347224, -0.047324827527076674, 0.3226943229693458, -0.41818754760279286, -0.16473818613474028, 0.3180774514898847, -0.04202633402383627, -0.18153112318994447, -0.08639308222713532, -0.10608746378615534, -0.44197906688405475, 0.06260779922553907, -0.28789847615417996, 0.12421376085993129, -0.0592566224088582, -0.17754300033625536, -0.5118893807508041, -0.0561226695781731, 0.008955906448322615, -0.16206132703266285, 0.3785830419334165, 0.047429725112140615, 0.50772416445762, -0.25960653574846887, 0.23255563357224726, -0.6419441418312246, -0.2374839546401491, -0.02895977747796155, -0.2354234979269831, 0.27617802008385134, 0.029510141357910063, 0.15868311670814128, -0.08775471562211859, -0.05642571955450148, 0.042627328882739415, -0.36982437471528135, -0.20832609063354265, 0.21893686051769548, 0.336307906715545, 0.11711929689570943, 0.010068748909040023, -0.3695954058854689, 0.5643449629131202, 0.2864236945356771, -0.33528570725648893, 0.389285242154085, 0.6716452881414586, 0.30324432374254434, 0.22706737054137063, -0.4397721547291526, 0.32239827186756953, -0.3698421043780786]], "b": [0.2078773494040953, 0.04133826525825533, 0.41873857800713826, -0.40031768064338646, -0.40677919215590325, 0.22734772589039381, 0.2750697373798199, -0.040422732312425255, -0.03175685498865604, -0.20822308354458158, -0.06816139312835517, 0.2597763792646602, 0.6476173321374552, -0.150543481968467, 0.8103818455142893, -0.6319830637661734]}, {"W": [[-0.14408267400404287, -0.3643768001137278, -0.6175244076280901, 0.2965841548969384, 0.12303424992117432, -0.08706235287327375, -0.5557927210891914, -0.4093820198710471, 0.07496629637201113, 0.05298299352596535, 0.11596234532900201, -0.06193427112747536, -0.010946619417903624, 0.046567410567977294, 0.10419469815867094, 0.16288282070475715], [0.18067724459170653, -0.37829877584720906, -0.06433058462612072, -0.06765574024035513, 0.3992996428028248, 0.15760327140881275, 0.11865491277708155, -0.503797419368886, 0.7654675958328576, -0.014074073328634255, -0.04956395991456011, 0.007962013428355137, 0.21733800636625736, 0.07782274461577322, -0.29174954213192117, 0.25341180924173995], [0.5456701008157344, -0.2112477491164288, -0.17283863173879205, 0.35003064490921515, 0.04082602211946726, -0.280401138369665, 0.10672840713294543, 0.15478434778111516, 0.548916628689827, 0.5302971402701314, 0.010126686792201552, -0.5586611297301354, -0.39150763350149514, -0.2106090247785053, 0.10781012130770262, -0.2704288724322497], [0.24329470037845433, -0.11553353478182145, -0.05455447607506658, 0.0483711342703579, -0.3642597210748466, -0.25975922208018376, 0.007400473529395975, 0.10769233882227197, -0.12490931671902714, -0.1385076886299111, -0.4923910332160054, 0.5740436686084092, 0.009856249572174833, 0.17691587849797819, 0.5553310291836497, -0.3842741010596295], [-0.296082864107556, -0.41985062793712713, -0.09844359740776366, 0.08316961069099806, 0.4021794731182064, -0.7355588759609548, 0.3981545678148139, -0.20285887942315586, -0.11443265047559986, 0.05891144561092068, 0.009160547327701288, -0.15501171599366786, 0.04104045326942224, -0.33888418206064974, -0.13079419759861075, 0.06837741616831582], [0.03979063338497242, 0.08105167151055012, -0.05509635028803707, -0.15559188883906708, 0.3565848417361736, -0.04787207282118275, 0.24816200393101087, 0.05597612696477189, -0.09863185880265982, 0.28842889931020493, 0.3438031953994052, -0.06402788076215757, -0.3759276456883491, -0.03250796222404807, 0.1073602419950761, -0.0103560573849786], [-0.2961056209361746, -0.18431677579356434, -0.17559721375346127, -0.12716078362434688, 0.0443528601151409, 0.27695928783641016, 0.18500780055010996, -0.11262180786458685, 0.09328529198806178, -0.10480150328869665, 0.13894894819559225, -0.08927356751168283, 0.36896648699301937, -0.07894960477226814, -0.11303894008465368, 0.05594190197740653], [-0.31404683311958914, 0.16599874861884928, -0.35303059005167375, 0.034147266733307945, 0.08326288933672538, -0.4343159817677687, -0.2070709932789489, 0.215944982714152, -0.0802754844630704, -0.07246767808355767, 0.19931878583462626, -0.2336404490829203, -0.3453379057621467, -0.1537352501192053, 0.09200209424555651, 0.4162156739858706]], "b": [0.34373821792289544, -0.3877565583387923, -0.4973822386966397, 0.04266384494933844, -0.21742941241897146, 0.0005908266603129597, -0.41632353510381115, 0.018738930647688373]}, {"W": [[0.1749640498302057, 0.28123485968328693, 0.4310731501961841, -0.34482761462821887, 0.2459283084693527, -0.0988271648554928, 0.24436932555594737, 0.16794698910120315]], "b": [0.14170448004616867]}], "training": {"phase1": {"device": "mps", "arch": [55, 16, 8, 1], "epochs_run": 32, "best_val_mse": 0.28411638736724854, "train_bars": 2109, "val_bars": 240, "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, 720.csv", "data_sha256": "23aeb2371da163e918a80d884ef0a1d99117d78ffa0ffbdb5467e748b97d3664", "train_window": ["2015-01-08", "2026-02-28"], "seed": 4747, "regime_filter": "bull", "created": "2026-06-25T16:15:59+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": -1.769508853235391, "fold_calmars": [2.230379329573757, 0.0, 14.403545584635184, 2.406977744730408, 0.7855955705352273, 0.0], "fold_mean_calmar": 3.304416371579096, "fold_min_calmar": 0.0, "robust_diagnostics": {"valid_folds": 4, "drawdown_penalty": 0.030765848602875345, "pnl_dd_penalty": 0.3333333333333333, "trade_penalty": 0.3111111111111111, "negative_fold_penalty": 0.3333333333333333, "fragility_penalty": 0.07400000000000001, "fragile_0_05": 1, "fragile_1_0": 12, "trade_target": 15, "base_fold_score": 2.313091460105367}}, "recommended_thresholds": {"i_long_entry_activation_threshold": 62.12093035265316, "i_long_exit_activation_threshold": 143.53247428799395, "i_long_exit_activation_confirmation_threshold": -49.28224609259968, "i_trailing_stop_threshold": 0.0, "i_use_long_exit_confirmation": 1.0, "i_use_long_entry_confirmation": false}}}