{"version": 1, "asset": "COINBASE_BTCUSD", "timeframe": "8H", "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": [[0.0812630653208297, 0.12230940634054006, 0.010371848778238305, -0.34666096437618904, -0.13805191325280777, -0.05102194634349544, -0.1533010937638259, 0.014490985547718962, 0.4000354711335841, -0.09457298426610314, -0.37595200265969075, 0.2279126487924717, -0.09975540996121829, 0.10241872916064435, 0.19775522421821096, 0.5823842248023386, -0.10398745772061083, 0.15855787499968926, -0.3796674052924215, 0.173457984791682, -0.16201518975468365, -0.19726648396205498, -0.2922481668913036, 0.11507109430511525, 0.44179743757095863, -0.11226030644423915, 0.022032147922961716, -0.11600836541998659, -0.21975831608850963, 0.2490470297958332, -0.07057307466776516, -0.23389382451180937, 0.18771736257716515, -0.11347091536778922, 0.21717706581032387, 0.004580926747380254, 0.36405891730363055, 0.01011203734536381, -0.19210931199930953, 0.328465420967845, 0.3992871650598831, -0.012042195006257528, 0.3157566237238316, 0.004465393165929265, -0.0595308231651274, -0.34229566670325573, -0.09646546065581599, 0.20395443750619147, -0.07540022976928712, -0.06218905458280678, -0.01012381624261306, -0.009091082641505707, -0.1283167298713047, -0.15663718051050426, -0.15802592354081882], [-0.18972253942360073, -0.04431579033357552, 0.3147152527823184, 0.31871167988434834, -0.16925955151436436, -0.13945797089221867, -0.11380931845127701, -0.33727077656996685, 0.2027364082965777, 0.019955437907515076, -0.36189225811137293, 0.10384918732555715, 0.126389208764445, -0.14424709597187782, 0.08684767267745314, 0.4114899902745132, -0.3712701938306249, 0.3752726780564093, 0.2431737874834657, 0.07192321549940776, 0.3323372608534992, -0.1655083472171705, -0.10188971579088951, -0.2118648797771271, 0.06845409975721294, 0.19594338746509046, -0.48802253702639875, 0.15254626990356773, -0.2552968567530205, -0.07959116759470143, -0.1909877335794176, 0.07883640267882053, -0.40150180334682317, -0.20694432691224476, -0.15517915861847603, 0.13907149385759943, -0.6078508116422568, -0.225681290706826, -0.17224685585909646, -0.11442524302359719, 0.17736018582518676, -0.07408022266724795, 0.03684034371409673, 0.17726999505249863, -0.09111887859140086, -0.08462442413269042, -0.1003519815858181, 0.07317433389055225, -0.12800795056586908, -0.3264927611886811, 0.4378581505223501, -0.3599391727434524, 0.44228685897952763, -0.43208038559339185, -0.09159255199618938], [-0.06492603396044733, 0.07317631253344954, -0.19122092080807476, 0.027238127367862647, 0.09237180995944058, -0.6709996479609172, 0.05812581916755223, 0.2347331080157372, 0.04583908034547178, 0.44678225561428647, 0.10137549225947196, 0.17502471405182451, 0.16894696322001085, -0.1944573547978023, 0.5643059399798602, -0.23304052257921945, 0.29765463566609074, -0.5474699630146503, -0.2791788035246538, 0.19386923959021013, -0.2700202815274938, 0.15928188106034596, -0.08928911101723717, -0.5068674595440156, 0.277223472014745, 0.14657674922081906, 0.10415919132221771, 0.15134759046648688, 0.16949256147930009, 0.449892374321115, -0.18231027259379104, -0.2485294876320887, -0.19051302077728763, -0.06969691049032992, 0.1771665011060241, 0.07846536257637593, -0.19431399806486155, 0.05089771353113762, 0.10038197936070137, -0.24876066104150224, -0.048879701858539105, -0.06241291523533975, -0.09170209652125585, 0.3643042705682463, -0.06035967478249627, 0.17791207163389688, 0.13492060314035734, -0.05999834474174301, -0.07124376278280009, 0.21749249456991168, 0.547014715972433, 0.3755718943289084, -0.1053071276064757, 0.04713246997236304, 0.36076487319920114], [0.05649033935476768, -0.1181886979638654, -0.04375612251872565, -0.15715473560422588, -0.04173643905819737, -0.04661738258530852, 0.35904606230752284, 0.10131398481169042, -0.1943601310730692, 0.2588941771723472, -0.2267139733364925, 0.2766427580347698, -0.4048992331879632, 0.36814046201312334, 0.23850147863908144, 0.11602504471259209, 0.14290325833649997, -0.10882886258918285, -0.12511859162752006, -0.48052466068596195, 0.08598454059996011, 0.3132878799140037, 0.10813874277431859, -0.2281250073098511, 0.18567282205979005, -0.10175051547962254, 0.06193302130913535, -0.1480638983331488, -0.32511777460631275, 0.34754391329290013, 0.03200320955267553, 0.17339920862901656, -0.26571482705733934, -0.09871258131772712, -0.18348929005927359, 0.018097486722974468, -0.19942458322813136, -0.027013888365876, 0.1340324308124859, 0.009046485212142963, 0.4201757860888705, -0.08020695980761625, -0.42302766157383986, -0.01178463501029859, -0.45467049443009805, 0.6842073258924103, 0.005198912198701524, -0.4381787173246695, -0.3333819262101227, -0.3720135751103773, -0.5418722389370972, 0.1250724706024037, -0.4888567439326701, -0.182992331844743, 0.4059287402935471], [0.2206815639702574, 0.23007985484318444, 0.2046479262745943, 0.30431273299148975, 0.1337522645303024, -0.08646892382031099, 0.03294633473672334, 0.35618773279645743, -0.24297847390188734, -0.04796535927923416, 0.09468620115527143, -0.045197487967442364, 0.21106075709654137, -0.1103617267776367, -0.2116848243783805, 0.23486904280288395, -0.3016074639774111, 0.41679353076125786, -0.07943416883366329, -0.1178835640422551, -0.2876061897342109, -0.2820299779182196, 0.10582079327438455, 0.05349619342943241, -0.23995425103437534, 0.0911673478010814, 0.03332367712869129, -0.1136256522124354, 0.008511266100229169, -0.14327019186948578, -0.09892714100009514, -0.15069189442391942, 0.1421145254335333, -0.1405258528109641, 0.07950272160177355, -0.1985086610431118, -0.12505234793633566, -0.09949600493597405, 0.07558477906380434, -0.2472654488167255, -0.24936975195553598, 0.06251996199630624, -0.35106895990260034, -0.01390324266133152, -0.2136629284965635, 0.0918293989276072, -0.016073890027865346, 0.08577387134290809, -0.0022974034415144465, -0.155580270776348, 0.02396991826554906, -0.03293153087780634, 0.21171187667259253, 0.06531924582581304, 0.1783056542244295], [0.18434229868142227, -0.17724605138513375, -0.4312302747520432, 0.23221504900512527, -0.039634227959547436, -0.34814691523831, 0.10977439896285252, -0.15541278522802524, 0.2099409080195949, -0.2415528416924575, -0.46855809102372603, -0.04088458842776299, -0.25873381592136524, -0.5891302414775016, -0.19260302687588451, -0.04809486298973534, 0.13576237359289783, 0.031843984348810396, 0.14708950624466893, -0.30067471859681577, 0.287774823776619, 0.10455517998638802, -0.28506708539863423, -0.1109390278539145, 0.23047040760230325, 0.42016575473059975, -0.0023272120416538977, 0.19788395139766357, 0.22636562894705514, -0.015469903594250677, -0.22738710061198875, -0.050980123257182874, -0.18127257641244368, -0.005619515152176114, 0.1929886079478485, -0.20983055394066136, 0.11857147999975884, -0.05293726141745867, -0.17248973938066198, -0.10788896592404865, 0.40614551618306644, -0.11616908131226795, -0.029886217841111878, -0.5076898454631782, 0.16009480107756227, 0.031167014716565432, 0.08484528935551398, -0.09528721383997488, -0.22282223194433723, -0.18365443348597357, -0.6619347108580571, -0.18540474523066622, 0.03952252098306136, -0.10994504763950733, -0.20870065429720763], [0.07049848531648173, 0.091758866543308, 0.09023275654495869, 0.08386942940212118, 0.19635295781733716, -0.28207663429381463, -0.2232886981478423, -0.14957122972529052, 0.5506624175918023, -0.3879334975777763, 0.23939628832257104, -0.12918663256162113, 0.34027293542437514, 0.0922082429891723, -0.37533747609163, -0.16188565448102085, 0.1339306454859024, 0.2153691448420803, -0.3687991309902392, 0.05513305118395028, 0.0119128902629769, 0.3218698347641179, -0.5462260089816227, 0.0552228176122418, 0.3948094696610474, -0.328022090369605, -0.10661067769548362, 0.3060176537394926, -0.28886900032232055, 0.10029460821748136, 0.14715838532016656, -0.2714983961317949, -0.25741041992112623, 0.09578603539508468, -0.24302632918344969, 0.26073346965894056, 0.27423622599310427, 0.14102361976876715, -0.3996467744564721, -0.030404254188762574, 0.12211687632297688, 0.13488847197054424, 0.16984383464596875, 0.055728305992051766, -0.25457867055231864, 0.028622943936604348, -0.18033300419238077, -0.07011176157289563, -0.48222857465991703, -0.007978028937466138, 0.20152929191885977, -0.2352719404870591, -0.2997993117879836, -0.16602204874692905, 0.6468597824347131], [0.12765964673204105, 0.36965525818360423, -0.08102336885532735, -0.07104340626644925, -0.17011888136193548, 0.24949846932013894, 0.0308369153197827, -0.11854186497822834, -0.16620098333512756, -0.2325122901654535, 0.3451493539185768, -0.12230480947420534, -0.015302170538277177, -0.02517888082591198, 0.10690375431815649, -0.2172538818076135, 0.08729934329460642, -0.05458764125803612, 0.395072603908328, 0.051161914463419784, -0.26862511172569614, 0.10181241896075706, 0.10333662447470815, 0.36205585257993356, 0.1402100883976358, 0.3359581617473801, -0.01514993368513081, -0.3987443287578674, 0.07127312149023117, 0.016382631195126233, 0.47376929610625323, -0.23970474706563422, 0.31515180384785985, -0.47575406068671855, 0.19474747113777763, -0.2118049196110222, 0.3765869354699305, 0.300539855275368, -0.04525462184556473, 0.029095196202042345, 0.41259813083042723, 0.15513722029855634, -0.40268009108910907, 0.09786443247729942, -0.1821328474833922, -0.04202195604359535, 0.02074843318905668, 0.18091565111081132, 0.21762950424500557, 0.22585490008854595, 0.13057007308869034, -0.16119521227344683, -0.24363355179910412, -0.00921412744958075, 0.2339731376897396], [0.09223600615045952, 0.010906066315767843, 0.15633011575889463, 0.18078985433741546, 0.43539693931146545, -0.32546701007682877, -0.18576144506052417, 0.05953521647532406, -0.13108413499459415, -0.025110454421448426, -0.5447108042468948, -0.4137713969343036, -0.032389062257586476, 0.03928870728203707, -0.0004959511987403034, 0.1163120687086663, 0.6197121547712136, 0.3591099925161386, -0.08945629612733969, 0.42992889216168884, -0.12842330542743505, 0.47694260935437977, 0.041609899140987755, -0.4308500514245373, -0.32972353285253747, 0.01844457812532079, 0.24803741542540753, 0.13793882101725685, 0.4174801019012146, -0.08912257823124294, 0.011882309516452916, 0.2854989504883195, 0.0867490816227375, 0.11031345887620936, -0.08671929237801007, -0.15223964194115974, -0.22336649349411022, 0.42237460624857, -0.1662503062615971, 0.059338178556069564, 0.17565870248099158, 0.1460291003187629, 0.19392848037601054, 0.31629839871026183, -0.07054228971725825, -0.14765532764520897, 0.09392081685962397, -0.5510751310467239, 0.4294201231572624, -0.27316921918222103, -0.1172452049730393, -0.1772133489036051, -0.13778814681362736, -0.031321092942097256, -0.3400073082171837], [-0.0668764201312847, -0.0022475954065139386, -0.031663763371561196, 0.06054366387767283, -0.06369329353318137, -0.3365904743011605, -0.3050339678882281, -0.17585143341688841, 0.17914312898846146, -0.4691372646607096, 0.24723251076451433, -0.09515167056623838, -0.14841917630188853, -0.1264031631292615, -0.17846116890018504, -0.09688339981999056, 0.08165022832318967, 0.025634901734467364, 0.3475624176349213, 0.5005646208827991, -0.3206343507814816, 0.19099124843807885, -0.141711049984334, 0.05707331454665059, -0.15524117789804448, 0.17796198692229234, -0.5126752486011742, 0.2905836431830992, 0.10585415279610133, 0.31244289872300407, 0.18828084619923646, -0.049555591017202714, -0.4954118436115255, -0.15317814581745678, 0.00549783943310787, -0.34301468595257095, -0.2935868008467227, -0.11995709869037208, -0.08988016840707996, -0.10515804866646587, -0.2507583716861169, -0.11170706430580435, -0.04135967288162842, -0.43266536751333406, 0.23449935685960638, 0.04341180251449568, 0.10058441729040032, 0.21163870374509344, 0.13238797465909566, 0.23259315955349186, -0.27783648766556884, -0.05098767323769292, 0.46830044302255475, -0.018314638029604275, -0.36238772806081343], [-0.12730604313923635, -0.06870272881513932, 0.042592403381836993, -0.2631770227480483, -0.19885822461292338, -0.29923148053425447, -0.3522140896118634, 0.1841625604735242, -0.21708376730085321, -0.0733232733168723, 0.23959076313942443, -0.5010717068422975, 0.29468378068652684, -0.17365951335205007, -0.13423701221070344, -0.052069324852505205, 0.04742563372905573, -0.08896770850264074, -0.0074639926964571585, 0.5016604590451155, -0.05551191336348834, 0.27485414159140326, -0.19604903259447842, -0.04642824089559226, 0.2883945385344269, 0.5064595502621028, -0.09790714751828639, 0.12776462997128157, 0.18014797402883853, -0.5431570828131002, -0.39143724254391116, 0.3836530668527473, -0.0528691628851798, -0.03605115721430606, 0.19558555727156599, 0.040432249584459616, 0.30485103055235246, -0.16973784341856943, -0.014057077934277545, -0.19288721386739435, 0.12785648100403157, -0.07385184453256262, 0.3919436840732658, 0.017560733873879575, 0.42368802757459373, 0.22539929087216906, -0.4122124006987172, -0.16685101455191131, -0.02434207046287467, -0.45082932701158773, 0.36867759909435777, 0.4114017460427689, 0.16313461980245683, 0.13641555420466625, 0.107518874692408], [-0.04580706051364568, -0.3104201742082053, -0.1355182641551761, 0.01826428282625936, -0.1881523649012071, 0.13936010581016775, -0.13648902413602437, -0.3417842363336138, -0.03847490839327429, -0.12526298057127863, -0.07723840596093964, -0.38652143762423274, 0.11629071520891016, 0.2587832491586081, 0.14239199916828163, 0.4329554836154899, 0.16266031893930843, -0.19839859321385706, -0.3190091666780292, 0.12846094461418078, 0.13918541895225525, -0.006101595762498364, 0.20626176382437414, 0.07765631776672277, 0.3764035368074193, -0.08125515838055342, 0.28915416043754105, -0.01755745966111707, 0.09228682067579998, 0.08591753944202074, -0.2885718244788595, 0.13508925250350878, -0.4124248797498826, -0.08392138826632302, 0.0844527359324167, -0.010689813130489514, 0.2954490876369407, -0.01668034006844985, 0.13403098065066227, -0.5429748094220361, 0.33309690953040694, 0.21699000672419527, -0.10430434590571666, -0.42906853461843986, 0.22606183289099582, -0.30823690426385403, -0.3671754465758984, -0.08258978079176593, -0.2708235031484497, -0.14112209492092792, -0.2101280745943065, -0.45671043223020885, -0.052490817532086884, -0.03281950370955806, -0.5061361297203657], [0.1769975820444288, -0.03354966901738286, -0.17848385002335693, 0.31123323955674675, 0.16489838827711867, -0.09587160016634216, -0.08558471240647009, -0.09488972859637002, -0.03337608122711658, -0.00748242281610355, 0.1465557741015496, 0.33581132156126975, 0.26582877960503565, -0.21481385975886894, -0.3958412526215331, 0.29108773028940566, 0.14123786067209138, -0.15099156609270054, 0.1325287531013711, 0.34572922176120097, -0.13308192940589156, -0.6073145716138451, 0.12247172643898568, -0.04947224161407444, 0.1337977882789688, -0.12222170468387526, 0.25544975662657904, -0.21284498084089407, 0.1524011641429969, -0.12080594755659971, -0.1321607312919954, 0.06184879326346729, -0.005004035673216611, -0.5495427626904614, -0.14483827164922233, -0.18182133748636417, -0.41966114796036164, 0.12390818367172485, -0.12699475453649384, -0.23113907580526014, -0.13396364243464934, -0.19853906587804848, -0.029548959267769848, -0.02750438753503357, -0.3144404005365372, -0.16601508801217857, 0.061818298205166496, 0.23037262115914547, -0.02194359646313033, 0.0007067695365068558, -0.13558437217718838, 0.02024423717087324, -0.17441076150450413, 0.014119048219191835, -0.2727714464872082], [-0.3638041391317174, 0.12866353091848523, -0.3232986920216103, -0.261388105137436, 0.006864572709540346, -0.16685064310146036, 0.14092578035368356, -0.07102757441006069, 0.05881353411819175, -0.1253016954195001, 0.09206965077941258, -0.025667555188903835, 0.48089535705748454, 0.16707864094677488, 0.07777838948185152, 0.4357825565690445, 0.22762024497703226, -0.191539458734633, -0.10862870448584366, 0.31334719799839855, -0.18059755128120414, -0.027290895761830768, -0.09728593905065808, 0.018340330493802893, 0.08437865728556712, 0.23274088525682335, 0.2767455448344905, 0.1856042875206083, 0.31363732640844144, 0.1246231814523131, -0.024101706118253706, 0.06896160970597238, -0.1929295104630441, -0.5375327955280897, 0.01065550431931074, -0.2777540891263676, -0.010433494388147987, 0.021180184281829433, -0.275683772691041, 0.09072730775373812, -0.05775969865842603, -0.2530629540324776, -0.01196550110421819, 0.07265449471455557, 0.052118869748246234, -0.5793674736066936, -0.04102505007259974, -0.05770086584677839, 0.0006854577549532184, -0.08908981567874436, 0.11960544434763679, -0.16294936255576725, 0.17622297858794628, 0.24337914414109435, -0.27669855035312607], [-0.5371628804908826, -0.33603447703502887, -0.303499074345468, 0.051992167527385794, 0.05596285534865694, -0.08659051224985677, -0.07998793450647285, -0.27998172137609495, -0.09379902690955504, -0.2806186316853973, -0.6867895063991889, 0.09816901253844718, 0.014462899337925193, -0.26392844264609705, 0.29502794947497407, -0.0629851864482236, -0.16805106963338087, 0.028205703483997147, -0.037835687696071804, -0.1404850966318324, -0.049377829227069445, 0.08872872500922546, -0.04473207747358437, -0.009677092771549834, -0.09832681367445767, -0.04853870592284892, 0.010976299522210485, 0.1318320391697132, -0.02957801836246519, 0.5563298808798085, -0.0310142546992646, -0.27700439581909675, 0.3583486334875119, 0.6739895328503945, -0.14589807580587624, 0.1972427073154577, 0.11062023240177, 0.060269324940307435, -0.03950516203968722, -0.24243900564177245, 0.25445859259273224, -0.29568715915834426, -0.45913544085404023, 0.11136352954925982, -0.07382244644179904, -0.05589557070118627, 0.40313331891145476, 0.10494860669831511, -0.06878928409972378, 0.01634290669535112, 0.20037814636465295, 0.17559283308938048, -0.05048822702094076, 0.19768501024648133, -0.14732573837997612], [-0.12682376730024233, -0.00986979608269115, 0.033552052815858165, 0.6006302983084434, 0.5534891435426689, -0.32262898801538203, 0.24947693424405407, 0.04317044103817341, -0.16940696334211996, 0.39033497149116714, 0.16048687955787586, -0.2421864781136898, -0.09667321691030262, -0.1939543851510764, 0.09496309031763746, -0.058472578844516, -0.18184140380611397, 0.5431773173023834, -0.06617671510446921, -0.12910245352876976, -0.1979930517013163, -0.1063424255756359, 0.1886391504083955, -0.39997838631987226, -0.2812142252984521, -0.11747480957127907, 0.265629053036587, -0.2530781664394222, 0.039027396482173286, -0.3776605604876466, 0.24375959915180637, -0.2415574449509017, 0.0715846162550663, 0.06963456090107148, 0.39983603054409994, -0.19971071315360334, 0.18053287650909527, -0.43022423895031797, -0.3093716970670954, -0.02824939419609114, -0.39823655399021357, 0.09045792292275034, -0.16394280306638043, 0.24059320620881466, 0.020156900224222264, 0.36214095307189986, -0.3625627736310761, -0.2161010912757273, -0.07323975791360847, 0.3350800354462548, 0.22771509138797283, 0.14129559074425924, -0.2404066509049899, -0.36660823805173776, 0.0328666751999469]], "b": [0.00429845525207409, 0.3075451585773057, 0.2600849568987369, -0.062461537671118075, 0.08593863344427946, 0.27149889108004477, 0.2041849992852347, -0.020246380252940017, 0.1814227482121586, -0.2503488656422431, -0.19897009013380187, 0.43647466260423406, 0.37239693473369495, -0.4014725784675055, -0.22151456538292189, 0.16945651401746958]}, {"W": [[0.3274973514768919, 0.39177088516177233, -0.29901777405996577, -0.42486747475916437, 0.5203009082177743, -0.10201720610792185, -0.31376310614068326, 0.1772133288008322, -0.2043227264000039, 0.3511775930278187, 0.17871921568064342, -0.1881908463576379, -0.2548609665145691, 0.019743307334530655, 0.36569651389819724, -0.12079466212054812], [0.10668204988649502, -0.12129818534621722, 0.3478797073875406, 0.21589598936538923, 0.0790982781266954, -0.23777298805533342, -0.29352104992168077, 0.17505718924504846, -0.26427775231669576, 0.2709836918929873, -0.2339827110468617, -0.3342199170950917, -0.1346136056432952, -0.023141086473693964, -0.06065019466338181, 0.33293895654564604], [-0.20017784081005635, 0.31106691203909687, -0.25659362024512394, -0.01699344299836814, 0.6200139631159868, -0.09523096695419624, 0.07990367342038665, -0.06351301912714034, -0.5181802202781217, 0.41465978818653615, -0.2405574805726817, 0.40126042221409514, 0.07234482937090049, 0.16952463518746635, 0.36704700846682276, -0.5515551309725081], [0.15807002031237485, 0.15146179818809027, -0.1518822161667847, -0.26499240809891744, -0.09996003564840411, -0.1059349134348295, -0.14877828186127506, 0.23481929987814865, -0.40346194562578125, -0.013097270666794905, -0.07667623914056344, 0.02287337185927877, -0.07021281326006054, 0.3099031111688779, -0.2653724250978442, 0.2764456142467961], [-0.12838243597069168, -0.31795949452875893, -0.009236242951672899, -0.05385329372631728, -0.04209059639021691, -0.2099551192303159, -0.016504416405151406, 0.09808254927097264, -0.24809357474234128, 0.05529444139196995, -0.023636535679902426, -0.4577086556580101, 0.09462263990901543, 0.22441825317242226, 0.3468313057655018, 0.3563228146860186], [0.06541434054165335, 0.49443629935691075, -0.1639775180102534, 0.06739889117620837, -0.3645065231371965, 0.24405690817069495, 0.2306048050612928, -0.26729486939583397, 0.012157665593747976, 0.15330958906475414, 0.035377750766592775, 0.320549418311498, -0.08830849072400561, -0.056455229630404745, -0.15069184878457823, -0.08545902220689319], [0.3398200955654624, -0.3233720893110414, -0.1575488354247199, -0.3832094800535285, 0.41671233670547375, -0.14183086700649178, 0.16378072610504724, -0.07413910187306455, -0.1289036153211001, -0.308682955473505, 0.2012555121504284, -0.04203215210207329, 0.34893840921797453, 0.014300510341158031, -0.27340161405168245, 0.2244817464618193], [-0.7762677709935716, 0.08257896538439938, 0.04214784938287948, -0.1555695213404658, 0.18850359142262815, -0.05300879608660248, -0.37863029669689985, -0.3283772867569369, 0.04944946043673339, -0.25401559038488053, 0.2011590583422149, 0.16533980006108534, 0.09960005655695901, 0.2119972321833508, -0.022347688442852794, -0.08231988082280599]], "b": [0.030991211543431225, -0.3054793297867273, 0.09467820458205818, -0.0885786617592811, 0.20705070102817752, 0.2383160633116604, -0.05933794737471566, -0.298246294640178]}, {"W": [[-0.1557013675701277, 0.3571948788940059, 0.03306385906167228, -0.18395258623565883, 0.3353997745689855, -0.36964975276418965, 0.20427183504156005, 0.3647858185166821]], "b": [-0.08131012000751675]}], "training": {"phase1": {"device": "mps", "arch": [55, 16, 8, 1], "epochs_run": 25, "best_val_mse": 0.2524678409099579, "train_bars": 8582, "val_bars": 441, "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, 480.csv", "data_sha256": "1a882533b7a989efaa8eba5d2efcfba3dc1eb459964b21bfa0ca84afc5098f96", "train_window": ["2015-01-08", "2026-02-28"], "seed": 7265, "regime_filter": "all", "created": "2026-06-25T22:49:49+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": -1.3898767756808432, "fold_calmars": [1.991511410191797, 0.28440976980572874, 1.5326106694483732, 3.5774388814335283, 0.13740307830183748, 4.875969520994646], "fold_mean_calmar": 2.066557221695985, "fold_min_calmar": 0.13740307830183748, "robust_diagnostics": {"valid_folds": 6, "drawdown_penalty": 0.0, "pnl_dd_penalty": 0.0, "trade_penalty": 0.07777777777777778, "negative_fold_penalty": 0.0, "fragility_penalty": 0.078, "fragile_0_05": 1, "fragile_1_0": 14, "trade_target": 15, "base_fold_score": 1.4878109786777407}}, "recommended_thresholds": {"i_long_entry_activation_threshold": -65.95127799581672, "i_long_exit_activation_threshold": 11.880586460706663, "i_long_exit_activation_confirmation_threshold": -151.5772517698519, "i_trailing_stop_threshold": 0.0, "i_use_long_exit_confirmation": 1.0, "i_use_long_entry_confirmation": false}}}