{"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": [[-0.03143531494054354, 0.13289650259607355, 0.08352239682890344, -0.2535025006293669, 0.06262504345188798, 0.24587861154473276, -0.41369426972084883, -0.20082025449655258, 0.1580574232890443, -0.08670650605576848, 0.6507752162242317, 0.007979920424497425, 0.19782752179665197, -0.09968747461629657, 0.20731707684250347, -0.29409156275505727, 0.231325910075245, 0.08489807286036274, 0.3417330835218229, 0.2060131567117638, 0.08178651255076877, 0.06789611310687513, 0.2535683602805481, 0.002377019963967164, -0.4526541230407409, -0.3935767419051183, 0.023452609151419626, -0.06466820373990156, 0.2573193948736287, -0.09094875064592997, -0.10243805236969772, -0.290308771923333, 0.09561374892060498, -0.22645059579474205, -0.14016638228987066, -0.5375770377487246, 0.2505542535283734, 0.23057187755683958, 0.06434245843297665, -0.15663062969953445, 0.38189744266879355, -0.2572649579396106, 0.1978549132824516, 0.21159127521551985, 0.13304030273880302, -0.18027329620475846, 0.05337075007470229, -0.10787169479806717, 0.012988220705652684, -0.18760020293954147, -0.01841386524138283, 0.05007730233052706, -0.2836858896835008, -0.25372008425954684, 0.28543230183086266], [-0.2268711981398277, -0.05699676691407049, 0.18910992858006453, -0.27276271351388004, -0.045910481266852605, 0.15885419404180365, -0.22528825271504757, 0.11799322864441092, 0.1909797841099754, -0.06305596929263108, 0.12227118792575238, -0.10450773985883442, -0.33046027547923, 0.031146278470499614, -0.44767733222393763, 0.08525284260238988, 0.03459808248008338, 0.035792415823513904, -0.10060856208096229, 0.25676406823237014, -0.24730971058120216, 0.18475416372449405, 0.13721964961225366, -0.10125565021071989, 0.04120868779901969, -0.030685976360935507, 0.18487275444870782, 0.10168644604256653, -0.4260648789175952, 0.39132109349584915, -0.1121399588421717, -0.06666828352354565, -0.22555190574160283, 0.18690372234480532, -0.08437244121245825, -0.1369455762868782, -0.32706083147733894, 0.015483401847472242, 0.030373749156380817, 0.03163813931747344, 0.29838136299549517, 0.07144240225872629, -0.15701517293525466, 0.05142081386153126, 0.09956201891352882, -0.31737841323921134, -0.30322019060574246, -0.08503963728624289, 0.02381426539067815, -0.2242221089434221, 0.21620612426418595, -0.09105796958056707, -0.34848935022466837, 0.09616451217211079, 0.3133224818778171], [-0.43372624317071584, -0.3682634497985769, -0.076474745188747, 0.3278896486908791, -0.10110019935133797, -0.2353019978491745, 0.279826053192498, -0.06144801089934844, 0.06558908211841603, 0.4196253629835134, 0.04380567924573765, 0.017435774040924102, -0.23143732283488652, 0.22444432776951487, 0.040082859084893036, -0.0657190114812828, 0.06642730712579506, 0.2944662425729416, -0.01784942687777368, -0.4886026353582824, -0.04637428271768754, -0.11451546071132265, 0.22861435266622473, -0.1024380102326013, 0.27771504485521936, 0.04090241802635425, 0.03319958736275505, 0.21148197927104914, 0.19010615475324635, 0.09144723801788986, 0.3449415760888771, 0.15612919121747643, 0.04274254407332744, -0.179261035368256, -0.3572584492817687, -0.2932803639902386, 0.05566048753902232, -0.28901737653078485, 0.07243288512757814, -0.0953253858853523, 0.007689791139883877, 0.18312336425168502, -0.2425977345358396, -0.09753551066216445, 0.27637611001604745, 0.09147516648426779, -0.1452299934687443, -0.029950867179041878, -0.12840811353378384, -0.17650860397835208, 0.29919287966449276, -0.32933326815099895, -0.23777822465933354, 0.07301032341579086, 0.0773202902254706], [-0.08552170417762033, 0.3730489341984238, 0.2050922094332987, 0.2946118114337455, -0.3119759961673152, 0.05673007359304978, 0.1592930456297378, -0.22816069332520011, 0.0032718874846825712, -0.15216360569451864, 0.03445719971536853, -0.004752476448206679, -0.016863608481468013, -0.07975646914596263, -0.29645479077103937, -0.15517716266903706, -0.36656167564843156, 0.08546334415244927, 0.09646533387183812, -0.01869152113904587, -0.4351621619334547, 0.097685239069468, -0.04569628774339631, 0.051974448390266076, -0.23943408890910184, -0.013861799324148664, 0.0907517073000065, -0.16109435630723984, 0.2621855855606993, 0.09595270480571126, -0.2586680114306135, 0.18580442936448133, 0.030380014354158526, -0.3744427815750028, 0.042548220673012394, -0.09289372578560728, -0.03271237109763509, 0.5269042581384041, 0.27088204722567916, 0.04292345118679606, 0.05669622112475893, 0.009621188060535038, -0.24052555248049498, -0.1851548971784839, 0.07203424477445543, -0.2767778140972924, 0.15659364147370733, 0.3842340370578653, 0.06554305280244366, 0.1716715775542491, -0.11665264625738686, -0.2780767137575923, -0.3217341829299513, -0.12023361456681274, 0.24584973878773092], [-0.17092909726909047, 0.010143268264762952, 0.1209840063241113, 0.28180364709510897, -0.08821219769379084, -0.4858839617552153, -0.03248562469530149, -0.20145216131651394, 0.40507217115081334, -0.044343350763295084, -0.19730123900208954, -0.3047498260340215, 0.3167078536378136, 0.08151217487568953, -0.14748777956371256, -0.08225487802255346, 0.14637720649724761, -0.04085393641244563, -0.13261365705161665, 0.26497207219562496, 0.4421257694804604, 0.3504502699902787, 0.46953101293119726, -0.36607650712448764, -0.06906819136008648, -0.3707893420998581, 0.21856277784581235, -0.24486136124273808, 0.02850962512999339, 0.252159960387844, 0.2563729482504268, -0.22968161707790297, 0.2724374980841202, -0.11860170596715319, 0.1326380284466349, -0.1324867298693732, 0.23748712298791302, 0.34327869799774857, -0.245740317438305, 0.2290936262567621, -0.13722293875371366, 0.161936706204069, -0.4223056710019079, 0.11386013685917137, -0.02711746644067244, -0.04430969846030508, 0.19073113631668812, -0.09131278489180994, -0.1887736543892123, 0.04279480132497879, -0.43486011133106883, -0.3727136442636962, -0.6366998280010793, 0.07081682604324938, 0.30769058583644077], [-0.04443286054675436, -0.06265570468848004, 0.41145820894342816, -0.39210378268789187, -0.04576287427664536, -0.00017700562488305593, 0.10772802669770365, 0.15693023970719672, -0.1778544770134947, 0.08095094060270897, -0.06860674454480103, 0.029361864310917064, -0.15381707666043426, -0.07945328506896537, 0.13704851396045087, 0.006913422141913892, -0.11083390631511879, 0.17338452057361523, -0.08176313927989601, -0.1956997519422158, -0.09038000557364487, 0.31495798093270355, -0.1974033465316561, -0.20706204379929577, 0.15747571759428639, 0.14983625763327948, 0.1524475641728511, 0.27118873749228073, 0.5285520778085242, 0.13362950047733796, 0.12698538186774233, -0.1721784826826726, -0.3407813618012453, -0.11976378866444704, 0.1997128798711708, -0.018395911148088525, -0.023713993478434347, 0.0350643607047478, -0.19303108600077276, -0.21742773608583482, -0.08173088948751484, 0.3011633949373543, 0.08656540934485625, -0.6378182099560076, 0.14362352776063772, -0.07998031853711118, 0.5111262265740627, -0.06486121106927058, 0.22428821513461236, 0.7622935546795908, -0.3259855744995916, -0.24627695413023626, -0.1399271335153868, 0.04730635981847952, 0.07686889359669016], [0.05863666954516609, -0.37684010706583093, -0.39423535843354596, 0.23225692911160833, -0.19421310206863268, 0.21888997861272738, 0.22599693056977838, -0.02598126889825099, -0.16252614746990324, -0.11810128015470903, 0.18098766776543412, 0.13339036330014856, 0.2929929524089786, -0.3092789727852845, -0.1958016152887057, 0.04008148643453739, 0.24036764189764886, -0.21571983348507154, 0.12771320729785085, -0.0683111239766554, 0.4024945705219287, -0.07220766413565476, -0.0008244595232638971, 0.001627823439265784, -0.03038027008475908, -0.3354390935940563, -0.289063584888541, 0.1313288665533403, -0.2613662435785926, -0.3775845200954221, -0.08754578962891095, 0.2682630015132581, 0.21387582411452877, -0.06616350961044465, 0.20648131431703098, -0.2504873154566389, 0.22416533315195025, -0.028689236429244577, -0.20491473206319866, 0.4969822027844756, -0.07280372113425398, -0.2531011590520261, -0.1884468143628377, 0.1709767709236816, -0.009934262884831211, 0.01809252521417722, 0.1277619097062791, 0.1693760262948228, -0.09392303727628933, 0.22504201254531883, -0.60618442225058, 0.3366478470866061, 0.04826594838852822, -0.11197362867930867, -0.07501102664742312], [-0.1986409409345859, -0.11769979571663389, 0.5146562696803769, -0.0059980595588397245, 0.018293797038430697, 0.07460659707269973, 0.3624149879292526, -0.14033888478341083, 0.26532495157769653, 0.16932018472110494, -0.01788837558930701, 0.3890531600207929, -0.08334910389244675, 0.025811724053980474, -0.21442483019442898, 0.20158877460979627, -0.16592049891907773, -0.06754905796063497, 0.12949023005635957, -0.08500444652702206, 0.3093087368204513, -0.5073716403916313, -0.24002209456609144, 0.14481503931278547, 0.07182573143826612, 0.31718402212731495, -0.19173461042659365, 0.28987158196306795, -0.11748135669521774, 0.007731042880268572, 0.20422878072943815, -0.013222644084347701, 0.016301237494986527, 0.1154004681760446, -0.04730299902097145, 0.05412638465489115, -0.001453582314138847, -0.0648799745042127, -0.23737369156783947, -0.39030730157841115, -0.19168772879093135, -0.05875682361291726, -0.08422830217141547, -0.050606895343116305, 0.08256936172434662, 0.10215725267721712, 0.004411077006231931, 0.07749258780956599, -0.16062356851600884, -0.05689260035844835, 0.17475154484172672, 0.07916784112412004, 0.3964645687718138, 0.09800530928685205, -0.1128875592408535], [0.33035190311478624, -0.05615645825668622, -0.14985786954269775, 0.25515915734394046, -0.02116778221762245, 0.3209662575844294, 0.0977685889975093, 0.31072653795169675, 0.16477273631791484, -0.010327736016173532, -0.41307404102103856, 0.22917025049015352, 0.2649830278849564, -0.07234613586769655, 0.06848047048061695, 0.19434717448130645, 0.26068774746628626, 0.2070517821275353, -0.08239204162069766, 0.2692647146281623, 0.15859650074860074, -0.1615927446320509, -0.22963009517765012, -0.0574691031312381, -0.25275692242067377, -0.09131317321388681, 0.2859383232117196, -0.06970014479589472, 0.16655234304264488, 0.0063445850739122026, -0.19749317765917146, 0.030627228127917454, -0.4945246434432414, 0.251639187599746, 0.052987648492515145, -0.04557728549083778, 0.3643091291399247, -0.15313585706205038, 0.4969648973354174, 0.47494715868071563, 0.23788870073855792, 0.2385911155126373, -0.12846448374249533, 0.10955448019842527, 0.08390272986148913, 0.10492885448959162, -0.49452648136900595, -0.15048364944715734, 0.31893779333412353, 0.39835279215535824, -0.34128346730237696, -0.11204526229822864, 0.37121310071119684, -0.018240336438977333, -0.22835222982567407], [0.1824168595997831, 0.03214293306490245, -0.4547079266438315, -0.15708886435558747, -0.21749780344410416, -0.4560807721310706, 0.4813047929673777, -0.16374048316571693, -0.6765039872932973, -0.0020466403284324823, 0.028697635090783453, -0.07345845235896434, 0.09436722516458527, 0.1920985994112657, -0.2018335433548617, 0.16931011565613643, -0.2026063725567217, 0.18681644241411402, -0.05436293419791065, 0.23032900529642322, 0.5708724980508689, -0.058870156164632315, -0.28929355312447275, 0.2679995967294074, -0.08063117239188564, 0.3421529682806021, 0.11570644249050627, 0.586737523766086, -0.13910836626866444, -0.37381866052924223, 0.08393417338388395, 0.3112700717433813, -0.04089167074471596, -0.1713855777598982, -0.1966771074724575, 0.48328435898347405, -0.32727482691315224, 0.23168307720479123, 0.2920607513148381, 0.06593801077920744, -0.13245299591641319, 0.37498716895944517, 0.07903365089270095, 0.22670593923881383, -0.01656848208656568, 0.3189482161969656, -0.2719756449024687, -0.36916440835249753, 0.23104918646154504, 0.33167350993846945, 0.2758354196204299, 0.058760213131110024, 0.041951232974577354, 0.40513017094657316, 0.07387870646145529], [0.2313784050176992, -0.03864324556149316, -0.09422318815445879, 0.009926273805182115, -0.20746375901309422, 0.2898903144504443, -0.12207018815788861, -0.08401234159346335, 0.29174003516515357, 0.1508843541036642, -0.6055129306518464, -0.05598396130814886, 0.09493441124588968, 0.4638120646461767, -0.30520962797678197, 0.1376371408200756, 0.014827479062574554, -0.20686607367790458, -0.03123606843121987, 0.3399566902136226, 0.5204721004660399, -0.11298509263363318, -0.1601938662385951, -0.17176351779011115, 0.18785769446875317, 0.18621224209995293, 0.15505944553142748, -0.1429329061045859, 0.03357607939249276, -0.10623332491671394, -0.06772995304547723, -0.11615843745908208, 0.13197255233647742, -0.27859517936279365, 0.011473631929777286, -0.18015732530545842, -0.18215490172553414, 0.11887929598168562, 0.3914158606855667, 0.23273989246292873, -0.16608977495628227, 0.027045000082037668, 0.19750812774802462, 0.1386895436253632, -0.35462542423621835, 0.5155968780693758, -0.17390115985375382, 0.1125694835860922, -0.2938783378233037, 0.10703745440098081, 0.048827566342957596, -0.12182712528051487, 0.4371610398698321, -0.1060379222025196, -0.15690894653086948], [-0.0020522584126993855, 0.038470781643320934, 0.005202476120384206, 0.05384390860534688, 0.15344655446424796, 0.07112855147414254, 0.047092734336705924, 0.30027782527370134, -0.04011982960117067, 0.36987861221098933, 0.2909431612264972, -0.08084666804817447, 0.11112903609781305, -0.01768717466760062, 0.2718611844680835, 0.011773355441132671, 0.17752834742694726, 0.08559952343377114, 0.21308641589116323, -0.0999819707414007, -0.5046700632208091, -0.44671206121399126, 0.35013806330521435, -0.1251658030691464, 0.07363208157663327, -0.3059559430080073, -0.18795161514096462, -0.21235223309213533, -0.13363139962212328, 0.0354488906890313, 0.34339640072503075, 0.4127015526676913, 0.5301023968310411, 0.08554728165557494, 0.08458453057687534, -0.5173594538537122, 0.32621031867980615, 0.1460556186484425, 0.4797155039646006, -0.04723447442512121, 0.18721329072841958, 0.361212297171878, -0.025046941316320216, 0.4501220148709786, 0.03237515958278346, -0.09008139427410797, 0.032806448403547524, -0.043976777273522734, 0.21435262928290166, -0.23141208919863407, -0.2550161393428025, 0.0759920091773053, -0.6297049853209274, 0.27204194711972546, -0.01960543053873677], [0.1511237379380596, -0.3001281372152656, 0.21975910730698048, -0.07546345404546308, -0.1618274657918798, -0.030507547690314923, 0.05590240149518286, 0.17704781285728766, 0.2731037532441459, -0.4499348057395927, -0.008499799022079361, 0.04562293276093497, -0.3609657542744239, 0.4047973483090986, 0.03268679853167893, -0.045799714503649926, 0.4800511767898398, 0.09173558982651098, -0.13651860561670015, 0.1457482714950424, 0.06962407109147148, -0.1930804057759954, 0.4729174506287965, -0.001958976615805047, -0.2778496393048737, 0.16748781567880108, 0.01232582693174462, -0.1919051916040703, -0.15528372411796748, 0.4320770424385178, 0.29469820541280983, 0.005739972355431308, 0.39116342893783873, -0.21087827482834676, -0.2428023674010505, -0.25965985773042294, -0.019763121664507395, 0.21398083934625137, 0.16045470214467494, -0.3341912925871071, -0.195467927883383, 0.11342388982533445, 0.14138658592775222, 0.09007499364666113, -0.06496133615387896, -0.2504077443119454, 0.12280452509881151, -0.1424633295633776, -0.0010294577310342376, 0.049034370897170804, 0.2292126490151606, 0.19505903043946893, -0.43995576188806806, -0.0822867863884593, -0.08177278907170722], [-0.08566950698555555, 0.12473430790091798, -0.4496278950035574, -0.07810748091472085, 0.17488084226449552, 0.27016468390147824, 0.13265312989891154, 0.13410658204108078, -0.09632656447954617, -0.323373201908182, 0.08070782043464261, -0.054048820117617205, 0.1849643035390528, 0.09520637346184668, -0.3221779268623668, -0.3000779664640867, -0.05198988920029593, 0.18699236709037692, 0.16804844886326986, -0.04663833828168279, -0.13044230616688413, 0.008041675842220115, 0.14196058746927773, -0.2807503295841544, -0.5088638976307474, -0.017331454952578453, 0.39288553461444925, -0.3440948746806272, 0.03027762367025743, 0.00011826186720723716, 0.2587850797369654, -0.07986844001806288, 0.3691023906453756, -0.39444000916425404, -0.18510684345683623, -0.13364825410359854, 0.3233095368705243, -0.10258388645751015, 0.18174233728107222, 0.19763017536286492, 0.36568851073940223, 0.09197060821503827, -0.1781605187657549, 0.11797538647356401, 0.1629394042910885, 0.2780985868952457, 0.10780467526638035, -0.2153316216509695, -0.011999438553298745, -0.07062178790160968, -0.2044489097990761, -0.11051137551727358, 0.08479135871557815, 0.2237438564771961, -0.45684306443218586], [-0.11095136552299326, 0.014790420054325659, 0.15744875214954018, 0.16266435320873227, 0.17245295330227753, -0.42920291438402147, 0.35821993484952896, -0.3190936532638276, -0.24272335676955156, 0.016860738799131213, -0.07762903944433189, -0.05769826864043638, 0.23611264506415738, -0.08796439869820083, -0.023820309634397734, -0.008225286333162378, 0.03290662985657407, -0.12818657224769586, -0.42510874305334934, -0.12451435892506343, -0.3753100481700622, -0.027070075405932266, -0.14288434856526297, 0.24539832316885835, -0.005431054900669505, 0.3920754446925922, -0.3416798177702597, 0.04410402250824789, -0.03881370911151791, 0.15290611679004143, -0.15506567200436486, 0.01007721647726545, 0.2067208966974522, 0.2763753090298394, -0.056843550751824755, 0.17252676647223059, -0.1552064806724997, -0.30013493436625627, -0.20012231359874616, -0.006622106035195391, 0.09807292979408469, 0.3422906593676393, -0.30600591555098616, -0.3729150331559155, 0.2790917033610489, -0.4356482861338432, 0.12309361349741878, 0.016541689658894, 0.00232437752638524, 0.5824915262852463, -0.03747093724942947, -0.3185531317787283, -0.4074482469645967, 0.11485652464272031, 0.4560748695012541], [0.0265419096787104, 0.3389006723881136, 0.02798374581522388, -0.3800285192541281, 0.01188559979166117, 0.27395333484515483, 0.037674789532626, 0.2701551171891591, 0.11054640970459267, 0.09442165766173417, 0.04564642315040484, 0.21371324242700687, 0.34781780639993254, 0.0027269761171646797, 0.14041330616885267, -0.007255488517193142, -0.09588342300549671, 0.09585716271114617, -0.06417705330948799, -0.0323645999174143, 0.2692492398998909, 0.07768680761814842, -0.1616486329189326, -0.1627373310540212, -0.15895293225659046, -0.27895557877221805, 0.20781885135771516, 0.058100797088251985, 0.2918640800143118, 0.5165331378413384, -0.05526039514452502, -0.22139576710867984, -0.18326083154039804, -0.027779280643167297, -0.4231625280813196, 0.16219765705442774, -0.07892048195553963, -0.2561226103245481, -0.08838974234373148, 0.11989674786913933, 0.04748521708976639, 0.3048121462067196, 0.08249891473842909, 0.018420353925975068, -0.09738104960169497, -0.253436806628853, 0.18998728776548435, -0.10653828178401285, 0.30929350832308755, 0.09015426434359879, 0.11182329677341685, -0.12869556759263384, 0.09628142083077383, -0.05263397514441132, 0.07876664241314817]], "b": [0.01655854178145339, -0.13577540373016175, 0.1521564425877191, 0.036586146411006826, -0.2962943172610828, -0.05181382156964219, 0.27121933631077394, 0.2808162004265871, 0.012868077449098687, -0.057644647634053824, 0.2813173002089171, -0.10968867143408273, -0.15249921113720166, 0.23759508274717542, -0.4546288947231229, -0.3209161558763078]}, {"W": [[0.15593201309546342, -0.11284213710907906, 0.09058863757403443, -0.0957641415868211, 0.23030383001074575, 0.19756853814012684, -0.184061961010721, 0.18617099233382273, -0.44083759862484856, -0.12695300618373312, -0.22904515129711128, 0.27081179341088724, -0.011831240216155874, -0.04727453013640413, -0.04273793865396388, 0.06726093860445043], [-0.30351908933783295, -0.05814026928092664, 0.11819785441720833, 0.20721516527181996, -0.05126271859331135, 0.1237440806469988, 0.278299289142719, 0.21969485864897234, 0.03193865288763681, 0.29440935239063015, 0.2127802403842419, 0.27553446444688867, 0.07591481422583138, -0.3214043579735676, 0.08033348798712107, 0.10081294187200107], [-0.2301211776935469, 0.08683012201206057, -0.16890622089487156, 0.22760199039094023, 0.5298011686530499, -0.2806061951215322, -0.003279421206394198, -0.11918100985297203, -0.3206042797789615, 0.06939010487349155, 0.3010383225098222, 0.08524205344679306, 0.4777769572568821, -0.03823636011362749, -0.2882543639922867, 0.04880033607597239], [0.026897301140470724, -0.18982652698760374, 0.23248739615027483, -0.02965256150364872, -0.33512306533097186, -0.07565334956555086, -0.07994451807658969, 0.1091532798235832, 0.2223380873978698, 0.2832644944505963, -0.19473877380799162, -0.22351516117450218, -0.05621332949405396, -0.25717300937419774, -0.3433513754907003, -0.014227434521757436], [0.14210128068471836, 0.16365541213594262, 0.11697709930166508, 0.05540519909703884, -0.3160621482680823, 0.3004145782020502, -0.7868255685788219, -0.28248083301129157, -0.029520716708212616, -0.42580213583720694, -0.03529231102305759, 0.19018251135366931, -0.10424957516824906, 0.3202863182046483, 0.29349540274917907, 0.2788862530679923], [0.06540750281054059, 0.14597907706234708, 0.3716246981371291, -0.017188786577183555, 0.265243760078055, -0.015122801123792357, -0.25296469211232564, 0.11359303384462119, -0.053962850609266214, -0.12280894382568257, -0.4079315269068648, 0.17295949014040954, 0.017899787245588425, 0.22297314493086776, -0.01528375578610525, 0.09468699805515837], [-0.09428587993603305, -0.37549304717616316, -0.24934962244321723, 0.14819604663841898, 0.42565295538173237, 0.2820953284315102, -0.47819981148794316, -0.11222589464113966, 0.08270063704629295, -0.1506090748704558, -0.24525815121257552, -0.16172795156207165, 0.03852773717840501, 0.21049910155939236, -0.21804709385800133, 0.1442923995102107], [-0.02202506038952512, -0.23668990170065937, 0.1743155840879729, -0.2054603358578491, 0.042144576920379026, 0.5521447968406883, -0.23600734782333466, 0.006013605603815912, 0.054847724051085, -0.07142173226439749, -0.1663326081943341, 0.22381075665131983, -0.27184250589388326, 0.24657432441227914, 0.2046356672071315, 0.25248864287572625]], "b": [0.2909085245102735, -0.21070955963516663, 0.1317500218725672, -0.17762241775001888, 0.18646443269184476, -0.006329266312212173, -0.07880969428199497, 0.13991080491721486]}, {"W": [[0.07295738299458718, 0.017450885371123312, -0.052755960529250974, -0.467978901582944, 0.37690325497555854, 0.41418792307560603, -0.10493031835310296, -0.2307018701180577]], "b": [-0.30444438143344893]}], "training": {"phase1": {"device": "mps", "arch": [55, 16, 8, 1], "epochs_run": 30, "best_val_mse": 0.2718421518802643, "train_bars": 3833, "val_bars": 366, "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": "48127c5b4565224634390995a2f6f54637beffd06e5038d9923a3508190523b5", "train_window": ["2015-01-08", "2026-02-28"], "seed": 2727, "regime_filter": "bull", "created": "2026-06-25T13:58:11+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": -1.380107147865524, "fold_calmars": [3.5658385793555727, 0.14320596395434315, 5.403914910937716, 3.483323993742443, 1.6179538261893172, 0.0], "fold_mean_calmar": 2.3690395456965656, "fold_min_calmar": 0.0, "robust_diagnostics": {"valid_folds": 5, "drawdown_penalty": 0.0, "pnl_dd_penalty": 0.16666666666666666, "trade_penalty": 0.17777777777777778, "negative_fold_penalty": 0.16666666666666666, "fragility_penalty": 0.05, "fragile_0_05": 0, "fragile_1_0": 25, "trade_target": 15, "base_fold_score": 1.6583276819875958}}, "recommended_thresholds": {"i_long_entry_activation_threshold": 109.34890304654492, "i_long_exit_activation_threshold": 106.25370751973644, "i_long_exit_activation_confirmation_threshold": -61.25302048052143, "i_trailing_stop_threshold": 30.0, "i_use_long_exit_confirmation": 1.0, "i_use_long_entry_confirmation": false}}}