{"version": 1, "asset": "COINBASE_BTCUSD", "timeframe": "4H", "arch": [55, 16, 8, 1], "activation": "tanh_closed_form_clamp20", "feature_cols": ["stoch_norm", "macd_pred_norm", "osc_norm", "totalvol_norm", "m3_momentum_norm", "m2_tiny_norm", "newaddr_norm", "stoch_div_norm", "vwap_div_norm", "stoch_peak_norm", "sendaddr_norm", "m3_div_norm", "bearish_engulfing_score", "m2_nooff_norm", "m2_div_norm", "bullish_hammer_score", "bullish_engulfing_score", "shooting_star_score", "btc_spx_corr_30", "dxy_roc_norm", "vix_pctrank_inv", "btc_dom_roc_sign", "us10y_roc_inv_sign", "spy_above_200ema", "gold_roc_pctrank", "mvrv_zscore_value", "mvrv_zscore_cont", "nupl_norm", "fed_net_liq_sign", "gc_position", "us2y_roc_inv_sign", "yield_curve_sign", "sopr_norm", "rsid_reg_bull_norm", "rsid_reg_bear_norm", "rsid_hid_bull_norm", "rsid_hid_bear_norm", "rsid_rt_bull_norm", "rsid_rt_bear_norm", "rsid_slow_bull_norm", "rsid_slow_bear_norm", "rsid_delayed_peak_norm", "rsid_delayed_dip_norm", "oi_roc_norm", "usdt_d_norm", "basis_norm", "cvd_norm", "btc_gold_norm", "rsi_subtf_norm", "bb_pct_b_norm", "cvd_norm", "rvol_norm", "active1y_norm", "hr_norm", "sopr_norm"], "layers": [{"W": [[0.022789497747145206, -0.2518277059388251, -0.2724566420351031, 0.3447855362466168, -0.33409304191216727, -0.10695755460718616, 0.5360605891434174, -0.1272626011777977, -0.040487446372063154, -0.29455978105386965, -0.017138696540661386, 0.17260537884246768, 0.3291518759782531, 0.24818090113885, -0.4042424734320538, -0.36128799173303294, -0.017867875655607497, -0.13787087738054166, -0.5056151289604983, 0.3435999359484901, -0.4231640523506834, -0.4867646865450587, -0.027718147994711947, 0.20794290809523225, 0.12866867047386238, 0.16196635457053143, 0.42011768514668574, -0.11482512141786032, 0.3614871744537307, 0.06654028281056067, -0.05898924078882545, 0.23236426651734537, -0.10401298052739663, 0.2529374584755178, 0.11377780511572715, -0.05019941103082038, -0.4438137112663595, 0.07605759597583699, -0.0353124569580565, -0.10874035737778825, -0.15195021210306178, -0.11271045732015475, 0.09642692619084325, 0.1234140476582587, -0.2814919790078543, 0.14312910601745452, 0.02588847190452511, 0.2491651081801779, 0.2375390387546749, 0.05197527329504575, -0.1762616077729955, 0.1571126763974158, 0.1482762650874926, -0.2784676714363586, -0.08199166167501504], [0.2065977615932185, -0.23075067371587485, -0.2735222518623665, 0.09538729516341835, 0.1806795656537463, 0.14230539964382227, 0.4116426669733564, -0.00766285806647506, 0.010059625531621048, 0.25416692521546097, 0.02684957425711468, 0.5289784080508986, -0.011804609560485561, 0.28638454378626726, -0.15366077974945824, -0.10740967590058262, 0.3129767885241519, 0.0845476762203024, -0.3628165800719398, 0.24488640435438214, -0.14175181919929844, -0.18170569562129335, 0.2467894627918587, -0.07816918423902854, -0.058568984290016786, 0.12803315078069663, -0.4382824819449866, 0.42838202061605973, -0.1364540392627163, 0.027874883835400266, -0.3534894381969413, -0.10085404510494533, -0.10017478179293586, 0.17747511138497402, -0.3375221257428897, 0.28237986837247536, -0.029494492663724253, -0.42579384828260897, 0.0696093975401199, 0.0669432484574664, 0.09315024854364296, 0.08847952186113639, -0.406802743059416, 0.48438064831728006, -0.2885109279367119, 0.10491018344785415, 0.1397592623600209, 0.12130245980913043, 0.17403554815241395, -0.093676375116214, 0.23851108787721947, -0.0692107061966529, 0.09110968309648278, -0.2234877620459875, 0.05455668450758283], [-0.0935533768994338, -0.25118903023926314, -0.007782702100321351, -0.2973407059792883, -0.2765380812303218, 0.2901140595723479, 0.13801400390133534, 0.4156520897336854, 0.17780272841673841, -0.21447512320343945, -0.14479858619973585, 0.14930042786803355, 0.13483199543358623, -0.1310928934198851, 0.319926034510778, 0.09770790383836041, -0.4359107179679408, 0.15838168939763891, 0.039430427597917046, 0.11059788754234526, 0.2874841703468604, 0.13300317173534873, -0.18442364183902382, 0.2051230020373928, -0.0009692111938048864, 0.036516819906162484, -0.6129438157328542, -0.0704085359639102, -0.06036931308075233, 0.07105509383117918, -0.10407403978617896, 0.4411586844971953, 0.3445365830221702, 0.28145518885745296, -0.28321823447468386, 0.03408879319822577, 0.3401928933588733, 0.07716291816973302, 0.5487516955301821, -0.26593576796513435, -0.47300782694512833, 0.20521290871591152, -0.20276757594168984, -0.0631519005030953, -0.22726802945416522, -0.23128288854984874, 0.4653446148536757, 0.19767154863160466, 0.02237710394689756, -0.0832517631052649, -0.27737382568911934, 0.4017799589338087, 0.14252078375695237, 0.22017606370586815, -0.012244247586291475], [0.2914184067532182, -0.05483055905960442, -0.18107565857387176, 0.44877938296898917, -0.24791348856759154, -0.0198333118456184, -0.11391258292216845, -0.38848449729875806, -0.396800761524742, -0.3382525181833389, -0.16900250501708106, -0.14582664280440805, 0.08228376848717586, 0.0735519629989075, 0.03080017494575111, 0.19788644798178331, 0.09440920293633626, 0.6784957552770329, -0.2384702046429466, -0.28884525994310983, 0.3623960037878904, 0.21094411913752892, -0.17089013221146407, -0.0939578114503803, 0.22614252220935036, 0.18451839769732511, -0.53626536471915, 0.2522627384026591, -0.5931566855232557, 0.08361363451590248, 0.17825888345392002, 0.411591245425606, -0.12817160022204793, 0.0786303259815729, 0.0733999232831146, 0.2311849065212707, -0.09703869204565908, 0.04093592299757907, 0.027514820336868705, -0.22134470281363142, 0.07272950260661974, -0.013150930619115264, 0.06447717431946728, -0.2178719690863081, -0.18767989804523774, 0.0433944579392464, -0.4774298878003752, -0.40320754713813745, -0.2937900260416494, 0.4325695651771266, -0.27446850130420947, -0.45020532685476544, 0.07352608908096239, -0.32801700947375395, -0.18006050395192988], [-0.1502595586954062, -0.10548935961905628, -0.03580554329405834, 0.0951053953749793, 0.027536487107812258, 0.014451293334338165, -0.019286694407439964, 0.33103341518226803, -0.0844775134662678, -0.20127620273584437, -0.06067681300739057, 0.25775729245333784, -0.41683500986220606, 0.009198294797415438, 0.1440995366335282, 0.12411065537497103, -0.14859792957070486, -0.2106233425786083, -0.19286873593944054, -0.267846125949817, 0.14992887333186222, 0.21894261384272282, -0.21087332982985063, 0.009825068426869487, 0.21246867694183402, 0.27171374374144897, -0.1341289636269316, -0.02184571943825337, 0.1357365466855168, 0.1132552773488974, 0.04095267749853546, -0.35247563275677857, 0.3679013972818175, -0.2065248124849898, -0.01653910194598735, 0.31131633752244015, 0.1264844545904229, 0.05935382620216824, 0.12094797843915167, -0.4783698700142717, 0.25949914692259257, -0.2209727606390187, -0.06329539459710068, -0.2991516603539347, 0.006071242629701379, -0.0777634854499141, -0.12737996502430263, -0.3819178336342175, -0.2572540444866098, -0.20997516460232735, 0.22671100671063793, -0.1451614868569303, 0.12335677416490487, 0.19399009774049067, -0.10395824410332774], [0.2398667224865185, -0.07505646667876106, -0.14647421085190543, 0.24000687410487043, 0.28513686864594795, 0.17446017735446712, -0.06613395574033712, -0.12422512891011557, 0.1263250813338387, 0.5560856236342648, -0.058970585156729705, 0.3023905639963113, 0.29236789465689794, 0.43506688233717494, -0.08386601925059915, 0.047764890765804875, -0.3496114845534471, -0.27136327650574504, 0.1297703657737083, 0.32096018495945394, -0.582248587802195, 0.17232537610816256, -0.09989072188976073, 0.04278505837146526, -0.13253652989797474, 0.3521327613980242, -0.3020314484604559, -0.15677780280770123, 0.0728537468055793, 0.2768876726101392, 0.0018780549546925339, -0.13241661791482834, 0.041072133094271844, 0.0179211393909236, 0.0050150277942096755, 0.238711925685105, -0.07125354916985106, -0.08581677910580524, 0.07780213958630025, -0.07439182697631713, 0.09669346988573942, -0.13974758732156625, 0.31612279457829123, 0.1465080539028386, -0.1120038771298617, 0.15358027811785052, 0.3867111796653785, 0.5428031972242646, 0.24502019603825864, 0.22845388751766105, 0.2541243330933092, -0.14523741195147633, 0.12909641911148761, 0.027530019792852457, 0.15265519401302216], [-0.08769439894894737, 0.1493458610938982, 0.2704532199812976, 0.12988779244768617, -0.5748411335002348, -0.07470209631560959, 0.2444475898898831, -0.09782637952051491, 0.2289652432872871, 0.03328247531186583, -0.0021015482397426857, 0.06539177740367116, -0.07062987905194817, -0.1308239126060063, -0.11206999763909278, 0.13910717863979968, 0.23898070993160084, -0.09678934760673141, 0.028913566763246953, 0.13451395085315912, 0.26753724512566474, 0.25455416818366544, -0.0588121010244453, -0.033744153164737986, 0.19690374282699916, 0.13194108038192387, -0.05693256153424826, -0.11536038614822489, 0.3138462264350564, -0.19472586512249074, -0.07850800623846743, -0.45777909338595274, -0.25765894248905746, 0.18776096750684748, 0.5136105002396919, 0.11102417794875208, 0.1502156299478877, 0.4293212724542613, -0.13746517195839947, 0.26940923694772945, -0.5161681902910097, -0.25666023054923015, -0.44197914704541985, -0.2933887449760205, -0.26819128842395434, 0.13823301648333874, 0.029683386961680183, 0.2428087201485335, -0.044357031033475935, -0.058560662831059006, 0.10109881981264887, -0.3329172124152977, 0.35193904851807906, -0.122517897674422, -0.10564708496633543], [-0.3842703938567468, -0.334447495138878, 0.2434673084697568, 0.28353135813551517, 0.4069608531507682, 0.000993480116900117, 0.10567782322944863, -0.07892374239769494, 0.15885820559229188, 0.08695550268821527, 0.12689515592875045, 0.25812449734058185, -0.023823339285448657, -0.24477652839938221, 0.05606322111253511, -0.11349841801394495, -0.19255979854895944, -0.014750903423672256, -0.1641323468985692, -0.061661793820403536, 0.1335052707087934, 0.22691801037430087, 0.21662737235183788, 0.19464801439563564, 0.13173052901176324, -0.0738353484890521, 0.2768851767351442, 0.35151394916761836, 0.16790753693833796, -0.09385641457271661, 0.10736448642245068, -0.1639679039327799, 0.31523852296672394, 0.012481216399122882, 0.31505337182274534, 0.016660704826069593, -0.1950244515641814, 0.22411970789699273, 0.31187543991501737, 0.18679704545350473, -0.0172834372425091, 0.3687975337515746, 0.24103214252487698, -0.1050687683747421, -0.11358094889898074, -0.20304683263497955, -0.07644693365355289, -0.048641961420793266, 0.27522152562325275, -0.04275917954502764, -0.0446045166956545, 0.19869179603130355, 0.3375681873380198, -0.04920397038092172, -0.13809805218322346], [0.3236203294625209, -0.13984466172041865, 0.14697522319793865, 0.18160899167189393, -0.0473494000201866, 0.3403008986321314, -0.05394410927592544, -0.1151177843153623, 0.13188778574020835, -0.28219661037232546, 0.19900014101429286, -0.46980644591642784, -0.12275980157841354, 0.20761697017897787, -0.5882450526833778, -0.23936400099473917, -0.11400632651203117, -0.28011249780743147, 0.14435733432650888, -0.38288704665931944, -0.4459220179284776, 0.34398053820195496, -0.05973634625741331, 0.09244315920155978, -0.30496437298587986, -0.2314657616991445, -0.04277258347364294, 0.1033988333809708, -0.00046642368741451473, -0.1183396371890942, -0.18120235173168964, 0.04913097788543913, -0.0746588214732986, -0.06122275195369742, 0.12510640725430672, 0.11801776059740116, -0.01123658272334745, 0.06898627084722889, -0.4945003367075903, -0.194855626140059, -0.2136941873367773, 0.11367746532294937, 0.2940178969612867, -0.12415379230363056, -0.5910532901661336, 0.32220562006867376, 0.011908310142922936, -0.7029539525388336, 0.05147403493187888, -0.06106406310973561, 0.4910890069264648, -0.1096307454225633, -0.25835743901176217, 0.14233410839815674, 0.10784776526222424], [-0.056629759996228816, 0.07344765238126531, -0.277305929237511, 0.0847015601667282, 0.1752539383189954, 0.09264491854840788, -0.12779158874110824, -0.5870542853987528, -0.24519197010509977, 0.06633977137222823, 0.21224329636406536, 0.3274138008782842, 0.14993832280564884, -0.2809544765100469, -0.01588280740116256, 0.30646165666224773, 0.0542890573270995, 0.025732604472801405, 0.1473617052539869, -0.3061642561441822, -0.22412219929412608, 0.4030642147306429, -0.10574897186140986, -0.18048731208524071, 0.26656518819531194, -0.18874164399681176, -0.1471828168739715, 0.14547400291072782, -0.09513026676558468, 0.1810092680735247, -0.5064368795737505, -0.016564582716330253, 0.05067325987025845, -0.13917941258877248, -0.01686900067585798, 0.1985969195067349, 0.3297366184064241, -0.17319051728456394, 0.1044788218665808, 0.15198237667080533, 0.3016488271592846, 0.009653400978708511, 0.15937683898934396, -0.12171213866016818, -0.051705746047001004, -0.057539830624797894, 0.46591767893132685, 0.08357392349190543, 0.2395048882267103, -0.28773421549917, 0.031353514871433744, -0.11265041224276823, 0.24078253048345202, -0.10964250959324837, 0.015739390752036675], [0.2378779483573451, 0.07997586490458598, -0.08055828708253612, -0.1074402285598956, -0.11457353623086285, -0.2823027876363584, 0.03238769292591384, 0.12487066067565092, 0.12631271816261616, 0.05564671100049405, -0.19755467868597398, 0.35041520600740766, 0.2952044380911637, -0.2747222299220374, -0.02048907593741071, 0.10795996116350981, -0.060850007532261316, 0.052595624496488386, 0.12823521636488208, -0.1505266585047641, 0.22050016840781939, 0.36561597054684297, -0.12180293219242513, -0.09032157039870653, -0.2344182283212656, -0.2744192471166331, -0.2885438064589336, 0.16932870065071795, 0.03069567291640605, -0.2845938351532078, 0.22079530309805256, 0.0549598793225044, -0.002510657819884285, 0.05736570367570487, 0.051001685990174114, -0.377744083679252, -0.030668725424585243, -0.10862511304157356, -0.4957203195673032, 0.056945544619785585, -0.5431726291164628, -0.26973259449118453, -0.03364029858801974, -0.020045942611413008, 0.15385262720852055, -0.3671166148113071, -0.015276095495343443, -0.18653253137476972, -0.12083590410636366, -0.03417305587263469, 0.1341532346632489, 0.24049504223912488, 0.13271016203208036, 0.23755619319202015, -0.06799055863735304], [-0.07856563312338373, -0.25959341276095343, 0.22645864219465267, 0.040365891762035214, 0.19375839959981617, 0.11771463835131654, -0.17488154699219094, 0.19576544418464864, -0.14781073108848972, 0.15105981262255494, -0.6304191463704696, 0.2716944467320769, -0.19867304250505283, -0.2826715283087011, 0.25425982947095016, -0.0030528975274672823, 0.3174176625987284, -0.1015031203161131, -0.21823839285661334, -0.2642036580140147, 0.18268750008266393, 0.19621404349801025, -0.15852610098927267, 0.22017435416298442, -0.1714340657745878, 0.24820890071567026, 0.2447173450603956, 0.19416024597278952, -0.061188766658157014, -0.32272297348816703, -0.05101199612997802, -0.12969028563318433, -0.23835189609236848, -0.17744533980242624, -0.08058271319258276, -0.22299614831510914, 0.07279331372671298, 0.3813895903310086, -0.02535663116947843, 0.14074896445564, 0.16187744905933993, -0.053151759713430786, 0.40447341803203407, 0.1329689876714442, 0.21734740636718705, -0.32039902786092705, -0.03212166109546065, 0.15634636918593944, -0.1533889313052674, 0.1943626686597025, 0.27486858238265016, -0.21164260993621326, -0.21070061086124475, -0.05045456517482044, -0.20247324497522912], [-0.19911820926000634, -0.22692221179057342, -0.08278468664599073, 0.360558983020215, -0.21984431794792986, -0.0047909528722413774, 0.048645777039189764, -0.13530900607599333, 0.002964237972043343, -0.24233485254561887, 0.13797624363125727, -0.3074063324602974, -0.19958103585773768, 0.09196421704817292, 0.17208877538435402, 0.30193917590564245, -0.002016549415395554, 0.337964621276494, -0.21569185053598688, 0.2825021150764545, -0.22817907289272554, 0.16266673121885245, 0.1318226701295735, -0.40283576514305774, 0.12889690356909903, -0.289191176975307, -0.18694987583295797, 0.17145178538520844, 0.019723902469466825, 0.1833785118160732, 0.5007856172848214, 0.07475592395899369, -0.2400150382954928, 0.06240584893142305, -0.28535863592733657, -0.2615815355974962, -0.3782013268627816, -0.06971498402926288, -0.0437080775734076, 0.31746764728585863, -0.03417610677227777, -0.53815041873358, -0.015954319123244815, -0.14135461567530133, 0.09994210698393663, 0.2749999762952385, 0.15195425713338026, 0.3747448080980033, -0.300759035102435, -0.5908161151324034, -0.13390188412242354, -0.04162392102049246, -0.290069596112158, -0.15980512206748193, -0.08315240707614582], [0.3456233006460547, 0.33424162864071894, -0.32423924106643903, 0.2063222096456961, -0.0605912124153856, 0.07740964591182237, -0.4610121485866504, 0.24546950079805852, -0.020244012462601865, -0.1889294924075659, 0.39321003716279695, -0.1978160707707386, -0.05602853774197689, -0.07809751988484187, 0.2904447759309147, 0.1489702266480066, -0.27896163070253294, -0.1896077918887849, 0.32535547226842276, 0.19438127999479293, -0.40164441104585646, -0.014652981549612053, 0.050619030444346944, -0.13637642377009287, -0.06960839819833821, -0.4085563595659191, -0.023166317417710146, 0.49278200550834833, 0.015837586645820988, -0.2673737859490871, -0.23788028090513236, 0.13833315123317377, -0.13071726887174095, 0.22692414421231943, -0.06628688732195474, -0.17004655728406537, -0.2724140063433587, -0.2716200192780966, -0.5069251976356872, -0.14517870602625382, 0.36220404512591065, -0.33685273336641425, 0.31199398212145424, -0.22745318548669036, -0.0920255662050323, -0.366926523586981, 0.12323715491728839, 0.2910021465111663, -0.1999071932644899, -0.06353310789947023, -0.24566925819423463, 0.40563703999590156, -0.029502597809234445, -0.014389289413122449, 0.26209621169006214], [-0.15371530877975587, 0.005927523301716489, 0.14727752600718272, -0.050792246241317694, -0.4446824211101475, -0.48155655640159895, 0.3977519022064282, 0.020472454536553563, 0.1927280029922831, -0.1383987971985024, -0.2632434998354267, -0.011827504249403905, -0.052699172530869226, 0.0988885952720637, 0.2981879947548546, 0.21755682129846557, -0.1215955855086544, 0.23269275624395178, 0.47758691848328616, 0.17917634353259504, 0.1449460466289289, 0.1128900194121844, 0.08438947546581249, 0.4548593719573251, -0.10649579386174565, 0.07728105209791883, 0.16231372883290593, -0.25310005862275586, -0.11901528943538872, 0.3722930114939944, -0.0329950587717971, 0.3519138096250284, 0.1143765927995655, 0.15361765941236571, -0.0518563668109069, 0.09675830663286371, 0.0312693742280964, 0.3408469973063666, 0.1145271132682991, 0.24025326294596566, 0.010159878892986945, 0.2622408941316725, -0.09622956712254417, -0.008309786949559975, -0.02728062050493812, -0.05941322349213094, 0.07094156589699971, 0.07612081644290411, -0.4306328848573933, -0.2114293772095246, 0.07857841490550735, 0.07932713881522738, -0.10967759102808719, -0.09182513038806975, -0.2714213877052255], [-0.209741358700282, 0.08178803727359645, -0.09733766200971959, -0.16753670804616522, 0.13843992407979241, 0.025797832985287, 0.5335668716659749, 0.027569427214473537, -0.04910281305993702, 0.00924355032291372, 0.11536448842609284, 0.0038069220344738638, -0.08530244675350623, 0.01858443945152865, 0.10026913164297989, -0.1895918057066216, -0.1510888240138965, -0.3404392721039142, -0.1181644126943371, 0.40981694778877015, -0.03388291152975011, -0.23772971123827533, -0.3678848204932792, -0.44442482466232297, 0.14308756839638512, -0.24525645117517558, 0.001747988971129464, -0.18250257865127065, -0.10000668523433356, 0.22603787380008478, -0.06376779310685132, -0.03969424214473248, 0.14485591957087113, 0.051811189067553616, -0.03609456905303005, 0.43703021934059694, -0.03799572913404997, 0.2855570708938062, -0.04209382667584919, -0.09101857259817353, 0.3181176127499118, 0.13520053071923593, 0.06632816159986843, 0.19329988059697653, -0.20677651991317816, 0.14942291320720466, -0.007004105409896596, -0.006956246705931447, 0.10071175786643072, -0.34409902131677333, -0.13696434114361616, -0.045202229478285436, 0.3152523446221628, 0.018769653605742218, 0.30134368993420385]], "b": [0.15929750191194966, -0.0353323153094923, -0.23645206504059027, -0.21690077939913824, -0.09885037514637472, -0.42038517447035584, 0.1689484642553417, -0.3611128261034658, 0.026217686193675135, 0.2734925539192184, -0.3650712829581931, 0.388428051966433, -0.17711112209495725, 0.2698852755809954, 0.15840185279499402, 0.1442828308717382]}, {"W": [[0.0004835340683434636, -0.33567622284107845, 0.14874748435093857, -0.5799665922213263, 0.2209689734070338, -0.2813724417315016, -0.4552385801446969, -0.18878983921175932, 0.10639135945193394, 0.0860843309737855, 0.32093083492901675, -0.20237644595177193, 0.004420412796783187, 0.03537077503727764, -0.2559604416250519, 0.02123182740501426], [-0.12022496360298154, 0.3931858399279135, 0.3522837790318417, -0.1764410731106193, 0.10640642621036785, 0.3792480263344087, -0.529481691359984, -0.12206470369035047, -0.08204350483179745, 0.126386668562037, 0.0024291780267076124, -0.17821495529726405, -0.14775560073700478, -0.3709859454501058, -0.07985999544161455, -0.2987344479803248], [-0.004837365003236942, -0.332896326731015, 0.15115477588718923, 0.11585827355514008, -0.2706905684818362, -0.27672075823149433, -0.24922463587273397, 0.3842829052648815, 0.38684464163839694, 0.2000618379900762, -0.0361496893157476, 0.32006675646609034, 0.12403031478832938, -0.06606108299876892, -0.10750117969616149, 0.4566615730540736], [-0.34072679080427426, 0.2624705374822929, -0.11584412377811915, -0.27897254697359786, 0.23623715949185023, 0.21851054264210817, -0.26762070947498245, -0.18808019129358583, 0.10726988129225412, 0.09812677853720271, 0.2779173269902952, -0.13629111564300522, -0.3034824250947251, 0.4683973695045033, 0.15856959353302816, -0.03028520358692076], [0.21493595204679666, -0.0780082478184161, -0.14848538220600593, 0.01730692523523609, 0.3649556813242138, 0.23348670234794097, -0.4295032100372985, -0.19437466184530883, 0.1864557361593312, -0.2646177749462384, -0.2563515308487831, -0.009403580070759799, -0.15971264805708535, -0.007511859297300309, 0.19285761085089131, 0.12986461193764537], [-0.0706869215173272, 0.22382886176307776, 0.1374221212558021, 0.2492925431159993, -0.3063569891147054, -0.39118560359617016, 0.31121003190998414, 0.20415563667020128, 0.14903452713021528, -0.3114588770779737, 0.41505158115779633, 0.30554925150223433, 0.08091084552777275, -0.6579487873093346, 0.24300915672606163, -0.38219802308633033], [0.08026301584430329, 0.1985256815120725, -0.4206551638642644, -0.2574455633036973, 0.636659053848775, -0.13459791097794538, 0.34336020667155953, 0.001068695081773506, -0.11888190859214312, 0.114770644010879, 0.44469169850860796, -0.11249313918518497, -0.0837231259706725, 0.14689981087231124, -0.5339442964219261, 0.24412921259522075], [-0.28799849702673397, 0.47336823310480436, -0.42283801509966784, -0.10102279281684357, -0.38477400294243125, 0.13577898028745888, -0.4368500653983853, -0.0016818769424240434, 0.3158649349240139, 0.08128323292274865, 0.1894849120337647, -0.22296607498124502, 0.24907252585679723, 0.14815663648887856, -0.14403948136734357, 0.23685108236803848]], "b": [0.0186070294520806, -0.14203666492870215, -0.22552841442829127, -0.23149769267577858, -0.34293812289536574, -0.03035522050648548, 0.018643428878715597, -0.7469703045062087]}, {"W": [[-0.28095350219391646, 0.5420925798827186, 0.12159856616192513, 0.18414873381135038, 0.4587510169838673, -0.42061691624320724, 0.15682635665785122, 0.5642535215383645]], "b": [-0.19949126842079354]}], "training": {"phase1": {"device": "mps", "arch": [55, 16, 8, 1], "epochs_run": 25, "best_val_mse": 0.24947594106197357, "train_bars": 10196, "val_bars": 736, "target_k": 10, "vol_window": 60, "target_scale": 2.0, "val_span": ["2025-10-01 00:00:00", "2026-02-28 00:00:00"]}, "data_file": "/Users/jameslopez/projects/TradingBot25/data/mlp/COINBASE_BTCUSD, 240.csv", "data_sha256": "dd87d11b2289db479135d0d8c351e665a52a3c1cbb75330ff2f99d3d3d7a4b42", "train_window": ["2017-01-01", "2026-02-28"], "seed": 3131, "regime_filter": "bull", "created": "2026-06-25T13:42:12+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": -0.20367947374334075, "fold_calmars": [0.1946226813181146, 0.3118414628183824, 0.033129669176162196, 2.7300146234384832, 0.576276156943865, 0.0], "fold_mean_calmar": 0.6409807656158346, "fold_min_calmar": 0.0, "robust_diagnostics": {"valid_folds": 5, "drawdown_penalty": 0.0, "pnl_dd_penalty": 0.16666666666666666, "trade_penalty": 0.18888888888888888, "negative_fold_penalty": 0.16666666666666666, "fragility_penalty": 0.014, "fragile_0_05": 0, "fragile_1_0": 7, "trade_target": 15, "base_fold_score": 0.4486865359310842}}, "recommended_thresholds": {"i_long_entry_activation_threshold": -30.742526513260625, "i_long_exit_activation_threshold": 126.6989089707705, "i_long_exit_activation_confirmation_threshold": -87.46785517365872, "i_trailing_stop_threshold": 0.0, "i_use_long_exit_confirmation": 1.0, "i_use_long_entry_confirmation": false}}}