{"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": [[0.016466905478309708, -0.3045700516159717, -0.2729187717108867, 0.1564886188361641, 0.09565195230807579, -0.19775585511275148, 0.3254478305836452, 0.17178349995206366, 0.17525025554041232, -0.1150197176527675, 0.3894135733944849, 0.2664888441113226, -0.30113732688639, 0.21240180469174114, -0.2107276844768484, -0.15036232327587642, -0.28658846563416696, -0.13034179365385046, -0.0167550769653945, 0.05250202931410908, -0.40694021774691924, 0.06961840296041533, -0.08273672224690187, -0.02517207318555801, 0.02564505459228842, -0.3986021427230509, 0.33409955736110136, -0.08798405957285704, -0.15129703819402412, 0.12026998467393021, -0.0546069132918122, -0.18847268939955253, -0.36712366754863124, 0.02925462858269285, -0.02119115547462648, 0.025086863712786334, -0.2569904440222547, -0.23533948007544014, -0.26149468671209614, -0.10505309142170453, -0.1920571923627115, -0.11076964478290291, -0.008264860493581744, 0.0853211878571156, -0.09710149026828652, 0.3201917603507689, 0.5399815892598409, 0.22146336463185515, -0.4732346741840917, -0.17155245221491655, 0.31475681825353496, 0.13721581161784105, -0.47810500292599406, -0.13070478372873173, -0.04293794302101922], [-0.3958419176264058, 0.35699991087621713, -0.3771878837333238, 0.03305468394431967, -0.012156245437671593, -0.1223921996181915, 0.562203831177009, 0.0857335205517405, -0.5151432946246087, 0.05029399775368676, 0.09617925641311731, 0.1653992638350318, -0.0488973577740906, -0.03659948708074667, 0.42191697119882676, -0.15603481883109455, 0.05307034773631493, 0.020500724200029116, -0.06605412965150562, 0.3566791034280804, 0.23725772915591695, 0.22867843690285322, 0.2335001954912959, -0.11079701470936117, -0.11002381324390044, 0.230642430723532, 0.30940481456514124, 0.018159196510266762, -0.07767540640435805, 0.20483127601872703, 0.14748142762193198, 0.09447377925306089, -0.23414004005103053, 0.046694830634604154, 0.2644727564686354, -0.34489003963120823, -0.03469950348345739, 0.07338740707728753, 0.3329316524351324, 0.3415112316065762, 0.06996479702953493, -0.23311269923982178, 0.020812505217765804, -0.4531834684250547, 0.06312278521346312, -0.070780021904794, 0.07840731974661314, -0.3297963648916691, 0.12463895175312804, 0.1524031681780703, -0.2789034001464012, 0.11493213202694216, -0.0695171889765864, 0.01814977581799893, -0.028223752401026002], [0.0049352734028939495, 0.4456728581472775, 0.1306615134322522, -0.009117219517072155, 0.2477046989695803, 0.4084659909260794, -0.4531186377717013, -0.049710191547418646, 0.06469985197937377, -0.36246125273817104, 0.39059946345864827, 0.2757355531909212, -0.08542754403749948, 0.05366671263476283, -0.30101770413618706, -0.004767713428256756, 0.02952872841080267, -0.08105985046946335, 0.25095248669992576, -0.2244616624309402, -0.30486787017579775, -0.14729652331850693, 0.17634102561373954, -0.3436755175601103, 0.38376798396293577, 0.038575800845879846, -0.07336875378496568, -0.038933763582843915, -0.16438323438538927, 0.397913149870819, 0.10860099446627025, 0.17032490870146838, 0.23652735036352943, -0.1339796154249437, 0.24604491728396793, -0.11905278265244837, 0.2451656804706782, 0.0015914446282944087, -0.04723270260704156, -0.013857448847504786, 0.03831258072782817, -0.1831705902932681, -0.19989797944146054, -0.1861397332078513, -0.21325987691902656, -0.09921184041764745, -0.6817498287360674, -0.23027055809123226, 0.14153016066203505, -0.37336387385974623, -0.4018507383038261, -0.18676298543743589, -0.03741149853280229, 0.2221906420057217, 0.44159443787429015], [-0.20213749439537612, -0.25728094816295594, 0.027605948094395736, -0.13704881027698265, 0.286949426297387, 0.045528402136972956, -0.08909733550657006, 0.17994792641425514, 0.22205325547750826, 0.022701599022683747, 0.3217618144634303, 0.3111541658889378, 0.3440889454552284, 0.3450596724695991, 0.24104602763214603, 0.31318971653975924, -0.0997027270588466, 0.4564368184867838, -0.48048770257123435, 0.07321751465476373, -0.3561713170872082, -0.09436223178714764, -0.744471400705312, 0.23414284061053953, -0.2908921215105159, -0.19981040881838807, 0.04833959693595469, -0.4112505095297472, -0.24098333545937936, -0.2249516901674051, -0.21490651027426066, 0.17371251690388356, 0.059023658911395493, 0.14462046655746522, -0.1241561267292641, 0.17315854266404018, -0.15884773709942762, -0.39291980837406637, 0.00045605097897327327, -0.28061505147554755, 0.1560156088593541, 0.6134049977262599, -0.11614338731280932, 0.09331789123132582, 0.07591552112596371, -0.010902744006670058, 0.17641400207915894, -0.15412231947627497, 0.2896444060091903, -0.12328803069217763, -0.2203690063353093, -0.10289443846559655, 0.30611629073849855, 0.009793973922751198, -0.3296185441038899], [0.030528467410491034, 0.10852172948016212, -0.31049922638212835, -0.039713020973520266, -0.11602100318657935, -0.16409949758973041, 0.19049003161133085, 0.48192809321148306, -0.14301634701761864, 0.2647944646650456, 0.5699515260403819, 0.24159563193835135, -0.09635438798797415, -0.1561973525907027, -0.29761509642515244, 0.3731781993485469, -0.15350833238965597, -0.27062904123660775, -0.3371384645003568, 0.022860734923888494, -0.25666843256548993, -0.04568116686736883, -0.02988437395510541, -0.03531758876030585, -0.23765549475437472, -0.27945889960241865, 0.20657543255393657, -0.151965057117294, 0.2914824654498548, 0.07137498978782447, 0.2387663543126275, 0.261999212527107, -0.12762871918555613, -0.07815317226441673, 0.06941868286493895, 0.23831197759218548, 0.15893730084548813, -0.15021007009130027, 0.2907406844191445, 0.05046043564051639, 0.16325541698828983, -0.06154804108889024, 0.3800386763440844, -0.10192634763687926, 0.14074813333049485, -0.0004908815171243558, 0.06842878505311553, 0.1590358484870335, 0.2381972074865567, -0.0507887699815215, -0.10483046466072726, -0.015111348722108628, 0.4318861433077954, 0.42258070702477357, -0.10641921015275271], [0.025699149695720333, 0.34419489695629957, -0.0784702443908434, 0.09032072165800027, -0.0561133473406823, -0.023016261194084675, -0.39464013096675615, -0.1806691349794477, -0.0018087296813243062, -0.15091850564054266, 0.0027251968199450693, 0.1299263772447789, -0.023206902803319815, 0.33780863677690226, 0.03343147742484817, -0.13598694792588917, -0.15056417682656134, -0.0020242839089976133, 0.049565639928430924, -0.040461996671124906, 0.0513380215401058, -0.34209798963266896, -0.09231798128885402, 0.16589944003014429, 0.16256120592557796, 0.06714109115008507, 0.0684901098533059, 0.007040619681807574, -0.17693906084766212, 0.4239883992781111, 0.1139760904115852, 0.1469892925953872, -0.17066775653279642, -0.14411029486662458, 0.15703063450734173, -0.11000572858107599, -0.32584551458900624, -0.11285890396133458, -0.1556216767717188, 0.06441500786338392, 0.07612693944099005, 0.3234114565589937, -0.06632798906173046, 0.2345206702450754, -0.01127066969700246, -0.26339743379052627, 0.4919317972786709, 0.02554672367873176, 0.061554134099959745, -0.023828465904782138, -0.08633033818183077, 0.24724172603867595, -0.2559118034302176, 0.030256710709191243, -0.46543011243040167], [-0.0698851821603996, -0.1409340770119411, -0.046423111383003327, -0.5395679486801391, 0.12045796391209598, 0.0036503029121104542, 0.05628121693785694, -0.4011214035240086, 0.08345879237942525, -0.46387517741092904, -0.007891434450443088, -0.11687964588930788, -0.5824358482300068, -0.03190475209657879, 0.047991270158647674, 0.06460147129582472, 0.2252143735065963, 0.1858646117831336, -0.05450623524109306, -0.37641758804114367, -0.15373907321601826, -0.2603463106673528, 0.04812251039385178, -0.2554294141008657, -0.14287495867992245, 0.09684737207419933, 0.0739608574401305, -0.1695093475417885, 0.2863912070304808, -0.2046109590544417, -0.14532762511754196, 0.12368942739604426, 0.02363151169849432, -0.3005325103798286, 0.06480908323197762, 0.034882547886029625, -0.2998058104799586, -0.12017021846366531, 0.07853947988204281, 0.33915634962582064, -0.3630597822908602, 0.14840798283780826, 0.013994043050856934, 0.020588958290899993, -0.388809341847356, 0.23743761091103543, 0.35239940774517703, 0.047612433059970434, 0.23484307298824814, 0.03676249324019358, -0.06179311447682408, -0.2617963929457352, 0.12314078129320047, 0.03328207518422638, -0.2934707742075802], [-0.00913314763677113, 0.32441976468491857, -0.2224251871271524, -0.033553096072373945, 0.32659290858282586, -0.2099151190792731, 0.2308459653132028, 0.13672275578759935, -0.15918747136956413, 0.1328148030552198, -0.050241965470480245, 0.3220071679945082, -0.06627410026287939, 0.0943428810529349, 0.012186325433428569, -0.093707846818009, 0.4765511189440887, -0.20992814496671885, -0.0795635182666789, -0.02020013688835396, -0.15245892154921717, -0.18223770780239198, 0.01647232611787456, 0.17592133205566207, -0.20615671247960118, 0.4318764678621101, 0.10608472210401314, 0.01132776901857133, 0.25883366935688135, 0.35713307001551703, 0.5650141466964999, -0.27421437214256394, -0.1481594001932998, -0.40305630373483103, -0.042875009036967254, 0.18518164451268732, -0.007764009612661868, 0.22028235570220542, -0.3563445627224026, -0.25984200830439813, 0.3368344301399443, -0.2910551679759623, -0.03797174576563979, -0.3924552545304415, -0.2934662719948027, 0.1925723160035811, -0.02108659993251628, 0.13015634314536212, 0.46137516946741497, 0.3371662883527681, -0.01689090362336225, 0.08738237832872094, 0.13774624964243198, 0.12498207930975647, 0.18901533536860968], [-0.35560498531561735, 0.12338259645139095, -0.2855162332647127, -0.07283703261924653, 0.49614696562742855, 0.12818346194200972, 0.1902069863678158, -0.14803080856388537, 0.05468701177594934, -0.34356386309776177, 0.19376884482834453, -0.06398322953329087, -0.0170883163102534, 0.27100839767417473, 0.36189303355717095, 0.1280849029891996, 0.18252221598498541, -0.10863698478331321, 0.5367707846312744, -0.50689033684643, -0.10922292845134904, 0.3447017897964968, -0.2689459272257101, 0.38390425186364685, 0.14980442715442477, 0.31949172499448786, 0.025821414656969154, -0.0032452944199602447, 0.015184194376716266, -0.09710380203887813, 0.028226453845124694, 0.08774490713061997, -0.27877275272550267, 0.1372421676764508, -0.04203306545362575, 0.04992348517815424, -0.19073562472299316, -0.1163007924559076, -0.025271254153209903, 0.03994494065320824, 0.27022710835382135, 0.17658324099788084, 0.12932999471983772, 0.057674823329861104, -0.09116027914869491, -0.2720973672832348, 0.1558074638184045, -0.18712272017619397, 0.22109882112270562, 0.12267299542496365, -0.04661316599622424, -0.15200831447849525, -0.02332985390777731, -0.36930724221969496, 0.18076687728992633], [-0.015262830190236368, -0.29818094155641334, -0.13846552469867102, 0.12467874327036903, 0.39540594117196326, 0.47823627311563166, -0.011325654927414875, -0.13323341045241943, 0.25852968800736875, 0.19674908961338466, 0.2898164275200015, -0.1581159142318576, 0.31749655239164004, -0.13500724580355625, -0.0371428945132839, -0.1758177520722058, 0.25917954045193564, 0.1482344842209496, -0.142542431996938, -0.08651512483051596, -0.17062798406430238, -0.11859614004633595, 0.005251665571497163, -0.09569760947324542, 0.16757241663170291, 0.4663102316461781, 0.19047163549588478, 0.2317203622741543, -0.0276660315925032, -0.11334848095883793, -0.056046707226641464, 0.037864645352445075, -0.18719248286608128, 0.47802742176788304, 0.038644084563758105, 0.12161037096978698, 0.1477403596369766, 0.052687083285794044, -0.26632673012282365, -0.004896323475375707, -0.052063197462239946, -0.5587284226053376, -0.20815352227552034, 0.032183624001899364, 0.16089764016098762, -0.052838523982639066, 0.018582440609692573, 0.4859607992290537, 0.16602890265813533, -0.33276305424019575, 0.0026237436052456466, -0.1516156015179208, 0.015831609537124203, 0.14375758426960353, 0.10541394872706826], [0.08874900310405281, -0.20316523932831648, 0.08702378477260186, 0.26516916084061837, 0.22865703195093517, -0.28495290825787545, 0.028375539068166762, 0.26255327225432207, 0.40762878679246184, -0.0569211321094145, -0.25615901851344924, 0.09720314751003689, -0.33182034938862914, 0.05988399196989369, -0.08910198052261023, 0.04306307450621672, 0.47781751284367735, -0.48256954541817826, -0.058799161852412754, 0.330495684350273, 0.00774154067610067, -0.0682011782356325, -0.02770990529564751, 0.39765197836838023, 0.032104653823390436, 0.10025551420846986, -0.05879511895822166, -0.2094051454642684, -0.1980439596764873, -0.02724458391593309, 0.26695868157598873, -0.0987565884690225, 0.04055329593167572, 0.04624385990696485, 0.16260784531387712, -0.3574046085194562, 0.3413319712432506, -0.06658902110263983, 0.18341252274669562, -0.014699599509984632, 0.11979843088508199, -0.14202212196042366, -0.09589365521280374, -0.13233721713801572, -0.05907313143746053, -0.09537474727027782, 0.22911577047399428, -0.23435678292588208, 0.012334250989019068, 0.3735261094239996, -0.07380431216418884, -0.45059849814912184, 0.2934934260790081, -0.059897132141035814, 0.02811837137505528], [0.2262901640690116, -0.1962583924752449, -0.013314042001581206, 0.21340540260992932, 0.08478194286157596, -0.07188103890083557, 0.3118872550485504, -0.04438020755193842, -0.030395710719310194, -0.44418906552452325, 0.42769219492617233, 0.1806140561822402, -0.23937043303782177, -0.017496286223209367, -0.07231386063665304, 0.2454481456558839, -0.3899057906187487, -0.13943956549430758, -0.23946487509955647, -0.30349270587609645, -0.2677544638984708, 0.0028927957977615756, -0.103271056521689, 0.6120742362558029, 0.07085522708268296, 0.3217942315857265, -0.20199160746959816, -0.3354204770997578, -0.03391079260235522, -0.32941566991000193, 0.11798897059475139, 0.028180785145252903, 0.3857448502425796, -0.2612272580853499, 0.15311593767708945, 0.07631173565282462, 0.25983833853259325, -0.2864881333316844, -0.4246896235327203, 0.31254652181534115, 0.3897223810172724, -0.29932776196187755, -0.062018919881580516, -0.2369798961849677, -0.17414244048657979, -0.03580991021161025, 0.31971938525974264, -0.24168363822467506, -0.06988430832917696, -0.0006950353132283479, 0.016974835491449628, 0.24453036981068402, -0.422321864405015, -0.04936278583667529, 0.34842362054355747], [-0.14334065705858456, 0.04037292820866183, -0.02017788906717053, -0.31023826146197425, -0.04334942442920144, -0.23945880156602622, -0.4184929522582478, -0.15872361663961182, -0.10565790900152491, -0.12932724572825324, -0.0901292650497845, 0.1953137455721436, -0.10900904610402778, -0.35203814348795515, -0.1091210030019559, -0.08282553514113916, 0.08889320763370137, 0.024532722722822677, 0.3573350172505416, 0.05984831823535526, -0.31731478633214266, 0.4294365909436813, -0.2524295189867574, -0.21241796706355862, -0.06617199612803427, 0.10670580564873335, 0.0490856744819709, 0.04209519586014589, -0.25884685012449243, -0.07919392082587673, -0.06897844681809881, 0.23492049703223875, 0.059757310528653795, 0.07755843578677481, 0.26420776670773205, -0.0735699749843813, -0.045730274930580815, -0.00952057447033008, -0.06401844063752324, 0.10014917984997138, 0.2713813296766483, 0.09018944564136955, 0.1463269536326672, 0.07901298900309862, -0.2162685575295106, 0.12041466984290304, -0.07439398081251966, -0.05275529837110193, -0.16474735232544674, 0.4309168528755687, 0.04068944005522338, -0.12330099384995204, 0.11980409151770566, -0.05125012761093455, -0.25148387330431293], [-0.0969464535414945, -0.2796653646327656, 0.11481701740785148, -0.03791131353635262, -0.37471114630939695, -0.008605468488386728, -0.1962480241230378, -0.13954588057059233, 0.02164503229901321, 0.3508492294142024, 0.05436468231559845, -0.06692049899042771, 0.06643743943468489, -0.03355218378957197, 0.1375152091931953, 0.014720956687007888, 0.01880794870437944, 0.08275129789126841, 0.04876608947152713, -0.07262217622332377, -0.31685355565420115, -0.3823172655095038, 0.15455956543411098, 0.32947221455801134, -0.32094475543275935, 0.12540124958208898, 0.08262812173812775, 0.14026499017429717, 0.4542432343128447, 0.3479499974655006, 0.16918789097501288, 0.09433458019694982, 0.05819084425296285, 0.30413545989468627, 0.2164171063677855, 0.3286531751919883, -0.009142167989835037, 0.07991487261050932, -0.21465684407555435, 0.3774290690487555, -0.017059992900697832, 0.20730671243714774, 0.05210620816263138, -0.2819590357877723, 0.34242956324121504, 0.21810836644304998, 0.24044713247649688, 0.10870213728032209, 0.03434407513151956, -0.06627904938563749, -0.01985642658657931, 0.0012317032143879594, 0.02326794542126067, 0.03780188314471093, -0.2222873485637756], [-0.17584088186736324, -0.4890856892234441, 0.16981360810086965, 0.016526031907456017, -0.21963077413615137, -0.07446841997127537, 0.10040420450652772, 0.022829131985847798, 0.019633036821492752, 0.16065771423092737, -0.07013865381553756, 0.0777335016819739, -0.2809344277834992, 0.03407125133778465, -0.2486794056119741, 0.37868869829970697, 0.044377998015706736, 0.15020500161195643, -0.12053133870305607, 0.1189554902646986, 0.38941540917625017, 0.014410529518899337, 0.0053300851229395735, -0.4747609113530556, 0.42475371966185593, 0.23469092825190835, 0.021516133924460522, 0.12704469077176309, -0.02299577783816152, 0.038933420910216475, -0.08736634293891646, 0.029287354060789438, 0.19245694810458688, -0.03913257743006825, -0.10376257385135307, -0.04643655517206151, -0.029171139014139022, -0.27533152353435975, -0.02368794334155521, -0.25476631900190577, -0.2361514960782484, 0.0030030572628970756, -0.11646706649061431, -0.17805184462272006, -0.5656178720304518, 0.06376015313291986, 0.23353050108836465, 0.19738932446470386, -0.1402463544735625, 0.006914206053156749, -0.44304520096637384, -0.1997355037862244, 0.15365201523272942, -0.4433471685402235, -0.1719059233759079], [0.05354989429818829, -0.06819012898431981, 0.2589037719394792, -0.19827697791945928, -0.13346917142509096, -0.1746857454136782, 0.4967562740984737, 0.3544477579118076, 0.5253990001941933, 0.584866282430256, -0.06638334769411317, -0.2206442302722321, 0.1948185949217774, -0.25711217413141574, -0.05520749600123111, 0.3946338515596667, -0.1863701890717514, -0.19904036794051622, -0.03760698543791247, 0.011289880488920274, -0.17043430987608676, 0.3410070931637232, 0.3559872815930327, -0.06444488545262453, -0.0674747468365012, -0.23365567153719463, 0.1719987396849175, 0.023136095313887575, 0.13403100140933624, 0.03454956436751987, -0.2801823497141017, 0.10801876543685611, -0.27133485325373424, -0.16651558451896048, -0.5090755201525974, -0.3086596923636593, -0.2366468103430853, 0.09181681009526582, -0.09439642498061807, -0.008936996993152427, 0.06092227695879613, 0.0948494213454647, -0.028719551320770996, 0.12223957796022755, -0.37850141217373257, 0.050371835771638035, -0.18709745893107327, -0.05744612375403565, -0.08717836412013172, -0.14674114816749367, -0.33783291880849914, 0.34541643408876693, 0.08335550577942341, 0.10163641397568798, -0.3137637092928641]], "b": [0.03863963211775208, -0.054769689557926014, 0.07272506393544488, -0.1270531478322685, -0.11609920915077074, -0.16311186236883748, -0.0235197525952926, 0.08320473929730945, -0.18382595278994354, -0.13298851773421216, -0.106881290199138, 0.2006844160842206, -0.12837263945617844, -0.1839405729785862, -0.3332963771554431, -0.05556136770056028]}, {"W": [[-0.14528219114698404, -0.26010249643187794, 0.47902499169675294, -0.06920210057447632, -0.07372513469487371, 0.12045005495094926, -0.2703921653628661, -0.3594706742655086, 0.33680259791625194, -0.05816345046044889, -0.3173779552638213, -0.031257514510284946, 0.571586903721374, 0.27546316295275863, -0.028911469326196246, 0.020946358383553673], [-0.10866654194884925, -0.3762298840024397, 0.3523698007491431, 0.2989165100973039, 0.34042998891419174, 0.12612867444045087, 0.15197205985245524, -0.40533838017752033, -0.49517386007917885, 0.11900189765609859, 0.3540892173401651, 0.18194480932013307, 0.3131408888822201, -0.1367818456154894, -0.27821141124678367, -0.09967039863888347], [0.2506175743348249, 0.027896881347199295, 0.20754190628436375, -0.11476794866824377, 0.4234404060198308, -0.08746036900542153, 0.1734728477215559, 0.06177745868332637, -0.2122689950877133, 0.020812078380634296, 0.0018694789164001788, 0.3052909312519828, -0.24162028820297565, -0.1734502877575969, -0.0008795182560523192, -0.18731150097402563], [-0.035877846758575846, 0.19448521725509244, -0.012420333755053942, -0.24261535372984216, -0.5192179320952193, 0.3588643266350099, 0.14680781978404173, -0.6205437448251867, -0.011664713222176347, 0.11019910171269637, -0.39870393483654715, -0.04015959668810267, -0.027569364923503925, 0.16999701131832096, -0.33569737848983666, 0.13137068038581617], [0.08363576606325285, -0.1428895724250868, -0.09148294916299812, 0.2524815665458813, 0.4018239195943473, -0.0012002505566646362, -0.2268071469669563, -0.1278990209991122, -0.36503999048812447, 0.23086072914113717, -0.21214777532605827, -0.47437519518484883, 0.3020247990500291, -0.14959894155333664, 0.43392008779214636, -0.18107995619354475], [0.4046599335961883, -0.23210783213307548, -0.4337606788981012, 0.3908044555081495, 0.012278338485983515, 0.013364917480292442, 0.0020686038189448377, 0.09472636966694686, 0.4439019333967107, -0.28766096856822115, 0.1737549851322952, 0.0325267378195863, 0.35794514806764843, 0.2505525209045136, 0.0703231747135652, 0.08938936254297239], [0.2480677132460058, -0.21018330693482684, 0.10452199246144772, 0.5156536565178016, 0.03269145300706022, 0.03764369395608915, 0.3040296495275702, 0.5034926382555868, -0.17622081594759623, 0.3533194903938736, -0.0729631047407306, 0.3104075652843821, -0.02109163320162221, -0.07445787274339659, -0.02727364204028579, 0.17941165632285339], [0.40382349145026364, 0.5386818369987522, 0.13794643343123036, 0.0694032434030167, -0.12089640694782017, -0.3406897123219765, -0.20652817104408008, -0.22383328860716495, -0.08007830815529335, 0.6016102288535841, -0.09383948541568293, -0.1101470805737341, -0.13843464256591578, 0.03310626719496462, -0.0929815932309342, -0.4285734731116978]], "b": [0.10361590185621969, 0.08912857114273617, -0.07749449595931196, 0.07607023908657766, 0.2138593455992222, 0.5164207580812854, 0.3623595513910506, -0.40136745439545146]}, {"W": [[-0.2554962246985464, -0.21938827784741566, 0.3052340733411055, -0.19092835238370415, -0.5573137962374878, -0.3705089104224427, -0.3654352874947061, 0.11281008327784477]], "b": [-0.4335570457103671]}], "training": {"phase1": {"device": "mps", "arch": [55, 16, 8, 1], "epochs_run": 21, "best_val_mse": 0.250383198261261, "train_bars": 5722, "val_bars": 291, "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": 5851, "regime_filter": "all", "created": "2026-06-25T15:56:43+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": -2.248335339965066, "fold_calmars": [2.2079540089537364, -0.5541455607714103, 10.032197543272042, 13.997917195470734, 0.4984681938109026, 0.0], "fold_mean_calmar": 4.363731896789335, "fold_min_calmar": -0.5541455607714103, "robust_diagnostics": {"valid_folds": 5, "drawdown_penalty": 0.0, "pnl_dd_penalty": 0.3333333333333333, "trade_penalty": 0.18888888888888888, "negative_fold_penalty": 0.2590242601285684, "fragility_penalty": 0.248, "fragile_0_05": 4, "fragile_1_0": 24, "trade_target": 15, "base_fold_score": 2.888368659521111}}, "recommended_thresholds": {"i_long_entry_activation_threshold": -43.44368989564693, "i_long_exit_activation_threshold": 30.026871899667356, "i_long_exit_activation_confirmation_threshold": -112.37386429874176, "i_trailing_stop_threshold": 0.0, "i_use_long_exit_confirmation": 1.0, "i_use_long_entry_confirmation": false}}}