{"version": 1, "asset": "COINBASE_BTCUSD", "timeframe": "6H", "arch": [55, 16, 8, 1], "activation": "tanh_closed_form_clamp20", "feature_cols": ["stoch_norm", "macd_pred_norm", "osc_norm", "macd_bullish_norm", "m3_momentum_norm", "m2_tiny_norm", "rsid_norm", "stoch_div_norm", "vwap_div_norm", "stoch_peak_norm", "stoch_bot_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": [[0.37687875557843464, 0.18265075870975528, -0.3967710024805478, -0.15617372867210477, -0.16988459738863565, 0.2427968298172738, -0.2920450888422542, -0.21053046939515727, 0.16994046853171055, -0.2654082145787295, 0.12635629251025077, -0.144100261872266, 0.49686079863639143, 0.16275938084473796, 0.4453253482360913, 0.2986329202939416, 0.11437165425595636, 0.07372945938969838, -0.3645620080251847, -0.033370236773854235, -0.5408435505514637, 0.16087586407161855, 0.07232005368080922, -0.5045372383074962, -0.5748112882050007, 0.04113260638792983, -0.3032736536663462, 0.20292774095831095, 0.0913184331292155, -0.0088658627708777, 0.09454013666237472, 0.15688697058004128, 0.1917232553126943, 0.26750797019330524, -0.14690915035304508, 0.3304995704681014, -0.32156280256203656, -0.3668114518696702, -0.21818318366262507, -0.13725650249914254, -0.2274265406943, 0.24888814647048982, -0.11428890790588696, 0.18540590770313028, 0.06122690132566301, 0.1737295650176288, 0.19747725929981794, -0.2941294113374152, -0.37952658552201807, 0.09494660849661662, 0.21668384308676705, 0.2663058033563603, 0.026988831746288026, 0.10977554908825589, -0.21694145559362346], [-0.6285223808482906, -0.29868669563817907, 0.340573903920846, 0.2226608643226254, -0.16321412160010165, 0.3255738272661642, 0.02874766844925848, 0.025476643665974304, -0.4708082787783281, -0.10787472218481814, 0.010041001356646906, 0.008971299548998921, -0.5193452952925658, 0.04850591639689359, 0.12466895284511294, 0.08048023520834821, -0.03887554903751222, 0.16408258351836597, -0.08665740899732487, 0.040826724395550525, 0.29758667880689504, -0.27445068822555163, -0.04623067500257584, -0.14637521580950896, -0.10716769087372356, 0.44461584596350423, 0.12613524827406325, -0.0588649235847622, -0.5084658731399704, 0.04015812913099448, -0.43186053305852723, -0.4394643901897162, -0.12121522191302281, 0.27268838165951964, 0.005930711108323793, -0.0034778540096396856, 0.27170800230167547, 0.20929750235464567, -0.05280547368877579, -0.11702042957056916, 0.3194375023119199, -0.08027764765173284, -0.4082121952991681, -0.30287875590131275, -0.2555945677510912, -0.14697527471742164, 0.32464687311094914, -0.2365573221631574, 0.4096179924370338, -0.07732781287308693, 0.14389024100103529, -0.2885667953622214, -0.36081153579996844, 0.08163540548369261, -0.04468920047427201], [0.27011121297919766, 0.23991759946803326, -0.2683651847922835, -0.4857632337328521, 0.4322662459153267, -0.3860548267291926, -0.016594475726005427, 0.6915564568529, -0.30064605686882945, -0.02761271972196374, -0.11866071012860162, -0.1769911177125164, -0.17570799997072464, 0.13629069655592432, 0.18687121965490477, -0.040278969242267246, -0.06929341657653007, 0.1000029462019158, 0.276218200019256, -0.16607080333722876, -0.10432019046949818, 0.08823150796222035, 0.2735018578017911, 0.1699739714346682, -0.5673402504104501, 0.28368462765210883, -0.20965068500082365, 0.013991256284619773, 0.13853816946430791, -0.4936486167684709, -0.034194406317914226, 0.34055629049333047, -0.38427018941173635, 0.09168184811893698, -0.24747207088114248, 0.18368278296752966, -0.6903744389910693, -0.09889577903220957, -0.39337892417238784, 0.07751289745546838, -0.013083432537043247, 0.022241993505154108, -0.19582103560493702, -0.20933956539307563, -0.27487545910754413, -0.5141955915820074, -0.035492710884049414, -0.15012704221453682, 0.0761025407287848, 0.08398653873199537, 0.07692221806041524, 0.007464335660733706, -0.18495146047387062, -0.21251255069595545, -0.059431401687633834], [-0.028315944831762717, 0.009878273828604026, -0.10981501411403821, 0.22779463983866896, -0.02560121664823723, -0.0009671954545363362, 0.030894084038655206, -0.4747286091661313, 0.06129729209720787, 0.07690428014673371, -0.1929497151432164, 0.2785301191833528, 0.09750527714371729, 0.08486433943283254, -0.3789388926120978, 0.3004937478599567, -0.17965541542215954, 0.05264360894384021, 0.1545856792948165, -0.25747728304249695, -0.4038628172814475, 0.11732061188230077, 0.15598348297072434, -0.04486237750981745, -0.29230699671476834, 0.7576444155256542, 0.26518687625073883, 0.01757597366090302, 0.2228699938740008, -0.3304901200115131, 0.26655994651571596, -0.4545160113510618, 0.20556076685083766, -0.12798045311015682, -0.09073731616273531, 0.10401303441264953, -0.06845643001653146, 0.36795073699337616, -0.0762849862393429, -0.3659304508105714, -0.10952383312057312, 0.2423168180682266, -0.38362937499644745, 0.07138374215685081, -0.0861791600118133, -0.08033614642477649, -0.3049593983674326, -0.28036610315471994, -0.07404680781199846, 0.01648412948584055, 0.4791553205376988, 0.08777841295158606, -0.3656880916109453, 0.23914606602276978, 0.047830150553989134], [0.07166036209916354, -0.2929290605125005, 0.34789696260919717, 0.21515212083712418, 0.19277671047874434, -0.37892272250844056, -0.07401670300281675, 0.13957752574876772, -0.39276034739169907, -0.0658011548209339, -0.17878955537635455, -0.0063414135786121345, -0.11546655248957631, -0.30405402373865864, 0.2593284354701666, -0.02474735776843373, -0.25752770124645297, 0.03225835353593612, 0.035038492031134676, 0.007699225109216584, 0.7044252635579855, -0.09119762707976534, -0.2970517317303519, -0.2862306539916963, 0.30805224779716756, 0.18590174530982378, 0.0489302370737974, -0.025458874449869644, 0.24959750604721603, -0.30381601533408853, -0.19224443870028343, 0.04592391245385803, -0.34995667433481836, 0.15501645042450998, -0.23378471703523768, -0.22416691437704567, -0.17582073740414075, 0.17254161426436582, 0.5246790265561815, 0.27985536154167817, -0.12393347602845153, 0.18957311108391117, 0.3849040227453302, 0.36039772995719743, 0.09236293663299638, -0.40233901183515575, -0.2100842259366526, -0.2629113182287565, -0.020823950215575898, -0.1661228617468492, 0.04423737450437891, 0.04691854711023685, -0.45301929552400544, -0.2295347955597224, 0.03712362723400041], [-0.2114594111279546, -0.14091845069624848, -0.08679966041873381, 0.36565121555700497, 0.626080231058618, 0.04950336321848906, -0.12499524604612015, -0.21979246985141135, -0.08259227349941105, -0.25061035815615457, -0.1204653224807453, -0.28025065915490777, 0.007945224147012337, -0.4203915272968368, 0.17011703630400304, -0.49541236878859646, 0.19756538838817306, -0.19477796458969562, 0.07657554068607011, 0.21486811126687289, -0.3576563074589806, 0.04630247531690689, -0.250055409247399, -0.15575242153894472, -0.33060702223186, 0.10580982330616068, 0.19765610789113452, 0.13519901105570267, -0.030962699720594435, -0.43986348027103195, 0.04097105272029433, 0.3068730340180408, -0.43262937599945583, 0.2584798152343591, 0.19684821701196428, 0.22946913664496377, 0.11327476538830539, -0.048045345227837405, -0.7386324521386572, -0.3053464042882696, 0.40160904353727805, 0.23304146678839333, 0.14192212724828013, -0.09089906820440816, -0.029027450956937914, 0.22430418072705213, 0.38639806044597347, -0.31435864445241996, -0.3675874424312525, -0.44538940555528084, -0.21185090135616122, -0.3749428052091037, -0.3391238335657383, -0.0619905991311949, -0.47619003148371486], [0.357719962188763, -0.03656632500424228, 0.24876937312858366, 0.2106265340128843, -0.159815711591544, 0.5587674706874941, -0.34050890929024075, -0.14889395629850857, 0.34132915675148023, 0.021209073221647515, -0.21365617272779486, -0.27864363841182593, -0.09538652020860329, -0.03282940660153355, 0.02856572187083777, 0.05799458946989442, 0.069943205506616, 0.17246953126736184, 0.14601081673536348, 0.4160022794704058, -0.21496159051391656, -0.2897776243874139, -0.3049719430993636, -0.12198610249292913, -0.45016160570875263, -0.10639165086227417, 0.6688631495887138, -0.09484968701388743, 0.02951271230279537, -0.12493063848658463, 0.10675012518984413, 0.22135620085387128, -0.04705352666649407, 0.05796776315596662, -0.17061906614964814, -0.03326644161042398, 0.1714991375310532, 0.03889956748746784, -0.32980539532992625, 0.3813804968203238, -0.03180245234103973, 0.5290955960349332, -0.30859070692648877, 0.31914532418860814, 0.03425657450947599, 0.15783999098408466, 0.12689441652790065, -0.06680392754501546, 0.24451292583049572, 0.14773560755114937, 0.0022473074556224534, 0.03750811423502771, -0.07649797756589678, 0.22929517474841907, 0.10992790642509385], [0.04739769915474927, -0.3953895524636813, 0.2583878112157683, 0.21531850635062633, 0.0381342871750778, 0.0933005431856841, -0.18836134681336414, -0.08751392939435665, -0.015420792682311868, -0.41291063726167504, -0.1399864270346926, 0.1260118721726099, 0.04358056547460659, -0.26168939746802256, 0.34549472066460934, 0.6382560515476182, -0.09759729601581392, -0.16609482624304514, 0.10060282510084102, -0.4998585093291367, -0.33256354792083986, -0.10061197353004615, 0.16965389561457345, 0.2098045417540209, 0.23016706377920182, 0.10772579030023573, -0.19982046145538918, -0.19444573757871408, -0.26143663729606736, 0.06278846330035354, -0.04855591576908524, 0.2059151766462397, 0.29993878110892225, 0.1462009063869166, 0.1388317064413869, 0.03331286170334708, -0.32898445771485957, 0.17399017313444462, -0.008034850632556535, -0.2363874739828924, -0.4934153439622668, 0.01998810867188064, 0.201610046512232, -0.409829176386889, 0.17524748417682978, 0.15217397535090643, -0.08507903152837087, 0.3008460522649963, 0.22357857500929454, -0.2017087671517532, 0.33766511854290093, 0.009051246123669775, 0.16546892159009693, 0.11380956825357533, -0.05441263639278503], [0.016821875008344984, 0.41073624074002296, 0.0869307854284354, 0.3079146614387457, -0.26785003549296216, 0.2043554750417668, -0.21891811774662331, -0.2262586749931486, 0.024658546350167378, 0.10670238173401954, -0.0030948322399801734, 0.11133333016465559, 0.1528260907609862, -0.027027924261847632, -0.29807730022164175, -0.08909598556110626, -0.5784911499187695, 0.19860612740963937, 0.23298554957214374, 0.14022293095173355, 0.007224043794450059, 0.08039905341417727, -0.1361496882661953, 0.1946353979600686, 0.03295771015408905, 0.15500568608398832, -0.28398432510391564, -0.2516769407487743, -0.10170651365877861, 0.5087226964290061, -0.11585786383108475, 0.3913510112941727, 0.23518842859763758, -0.21918645256585195, 0.4452747954735451, 0.053302822237697625, 0.07235320203763311, 0.30930594204582956, -0.023487140790560232, 0.3572955656056075, -0.17878407933737084, 0.01842430969241, 0.09718022895517901, 0.0969635392611336, -0.27165650950781733, -0.12752123380576846, -0.01363676813770047, -0.4644858230248939, 0.05473801953318913, -0.02632208857374842, -0.16036718116381043, -0.5142482954660429, -0.008689065729170298, -0.0490446729356246, -0.016564979364046564], [0.4799735911822723, -0.029109988789734594, -0.2120100984556507, 0.0009842683482974707, 0.09063197295349704, -0.0959285055512791, 0.15256990727593392, 0.22127904691836997, 0.4381785804796336, 0.008545335205306634, 0.13605859495995887, -0.18606175972088027, -0.05577675789721949, -0.09412284440353738, -0.005301479407461493, 0.06924136354467851, -0.0742119278432817, -0.05031043396375451, 0.24276718194584576, 0.41862554513655337, 0.46498238435404804, -0.03686061443179605, 0.5500042023915545, -0.19575930411103154, -0.1317760079632022, -0.05101705871963184, 0.03228960107969281, 0.23063017685698636, 0.22872378073160196, -0.17044569202434612, 0.3974105795411052, 0.19705175133729422, -0.02292841144121345, -0.10589525354965634, -0.2978980377453769, 0.1497199796806727, -0.0013575143940039933, -0.23235591071190043, -0.06330697329489487, -0.5594946709285147, 0.4100972624480006, 0.23300667997525912, -0.2907626252241679, -0.03871863864152191, -0.22852140056280995, -0.3380385689565639, 0.27789349673347963, 0.33655362912966086, -0.08737127264357257, -0.3502653191293591, 0.03416886203428593, 0.0800253871377078, -0.16616175412460432, 0.4988598549742901, -0.6690988206625734], [-0.26811651266298653, -0.001262572219634354, 0.005020575672692526, -0.13726040320504607, -0.1850221558692156, 0.4225577688313123, -0.18854119264097852, 0.08242983255183041, -0.13418011046622533, -0.3277425541526512, -0.145620781155053, 0.21931624588588053, -0.2307026524243033, -0.24034019018558192, -0.646213021756382, 0.40059125256173594, -0.08544716885350348, 0.25837308882123805, 0.0915984700005093, -0.24202039359411864, -0.11750851433286452, 0.023954298900468785, -0.08446441504190312, 0.39011109592795273, 0.12705695160418856, 0.29150071090900015, -0.10000917055337374, 0.31796892970405266, -0.20430523593695654, -0.38379959311628686, -0.34420758222229303, 0.05166664883110886, -0.09788540204666785, 0.2206688516694987, -0.11743891408894834, -0.16938039781804398, 0.6720517534589042, -0.03013645790897229, -0.8621612624591221, -0.3635662395317671, 0.03753250482598866, -0.10233261605906774, 0.028951881071010876, -0.12495187245207504, -0.09587687870326025, -0.32234853432683724, 0.2498580187494776, -0.20022283318408296, -0.2479757649253346, 0.014253307384834123, 0.1385344054209403, -0.09131197299751262, -0.008018947594994282, -0.0744770277080467, 0.13056408480498694], [-0.03369563249499118, -0.11452175152284895, -0.48753550526199524, 0.6995059876815651, 0.026750466056584862, -0.009211360047263542, -0.22035212904127421, 0.2079373824105243, -0.18092243147874246, -0.6381900654255531, -0.1547674378568893, 0.36260396923119564, -0.3122986825428981, 0.12248498298086512, -0.20182505947979426, -0.42587274527039226, 0.24280056661927135, 0.058436351150285525, 0.03809934363990308, 0.09272546935371587, -0.12711807291007568, 0.3799685595469029, 0.4436981934345509, -0.14018023090415782, -0.08455976213659175, -0.14363134834722444, -0.12030049665919954, 0.16351243675873708, -0.29130872795807666, 0.3146647706217979, -0.18288069322379807, -0.32003677624372284, -0.29011091271640543, 0.07448581095028663, -0.010745351376607898, -0.1648582628232264, 0.07051153996048024, -0.10007714512400817, -0.2696958874298968, -0.10630555284818761, -0.5751379520071134, 0.2180547037727497, -0.31461210136275075, -0.09558852193543113, -0.04474107445614156, 0.016310353456273102, -0.04474032931283912, 0.04095149541630215, 0.08929677987555812, -0.03321387518699553, -0.035012463121023386, 0.13953183836732685, 0.038404278403553746, 0.09636103179674171, -0.5733488707507618], [0.11000177969472058, 0.1524077704727161, -0.20513276993787283, -0.05770548066708978, 0.06939683477014484, -0.05541143500943217, -0.097687484494097, -0.1781627358393444, 0.08085666223043189, -0.020609930643382, -0.2102856542578096, 0.26349188354532305, 0.20772067355545829, 0.06264364652718483, -0.13047424354028414, -0.21688441527339075, -0.24986502125638654, 0.0801909954472385, 0.07079329058214144, 0.01774788819448928, -0.2895126702999226, 0.11965352641969464, 0.19593388072687906, -0.04924731867937595, -0.11958035955526386, -0.004282103831213184, 0.227164060096565, -0.1365804270248771, 0.05857995798107968, 0.023747949968744998, 0.18676404671600955, -0.12255403148667787, 0.10540971604482785, -0.2695854985332257, 0.19065024489351468, -0.06256222561363257, 0.09365410341160009, 0.005101754026163759, 0.2280204213333635, -0.06726209914016984, -0.05623277097800896, -0.10535181579813888, -0.06144574075689294, 0.5665760514268321, -0.046054691724358617, 0.16794271222015475, 0.049993369864289566, -0.20300482519749294, 0.21803760066158273, 0.11514825989620439, 0.2770969798292837, 0.1743637405535747, 0.2046527644606187, -0.09066985224597118, -0.1131851861821053], [-0.06209026671728249, -0.18598129667860847, 0.13385267132332423, -0.04830734855365102, -0.004577199024224217, -0.32713018757917095, 0.4444868546817514, 0.5101190852555247, -0.07654781994601198, -0.3490913352855046, -0.1841563408705222, -0.13296474914158127, 0.3702247091215825, 0.018738800285069617, 0.18606555181296747, -0.013758812894756771, 0.1381754078816763, -0.0143119392574118, 0.12076106272425478, -0.24168764148367233, -0.09875610155882072, 0.2927165581185401, 0.23440622015603177, -0.08578321640577413, 0.12040891810392412, -0.12429776271812788, -0.40893193271747863, 0.03332001072663543, -0.15101079245475155, -0.29980369906400184, -0.01469870873092861, 0.032215661818800805, -0.38965080454790313, 0.14126961608791097, 0.25359597117522464, -0.2623097721138249, -0.20139388648245338, -0.022557211996377283, 0.38248088026591315, 0.17401304341121537, 0.20723486425640558, -0.027073687900372175, 0.08776345467050738, 0.5233001680311472, 0.045313042781509945, -0.1237854841459498, -0.019540598609326776, -0.09869736624562085, 0.037558579644577206, 0.30094467869439856, -0.23773530606154353, -0.04275835602659361, 0.0657570029771048, 0.04615088578436465, -0.06413040263726694], [0.35936362828481366, 0.3180583388387684, 0.26245459295351903, -0.4529829061333725, 0.478210995943402, 0.3365074395320962, -0.28338294778340767, -0.314616016597931, -0.07618518694387696, 0.09650151180773553, -0.23794118827106525, 0.38154929914038266, -0.06210580631208944, -0.5287557559743828, 0.381866190937344, 0.1843840841870538, -0.19576876607610938, 0.4251564399121956, 0.15389455087229625, -0.07664082269062893, 0.08256044480836117, -0.29474846023967805, 0.3298056749029326, -0.25511028649350753, -0.42190371347510125, 0.244883597552386, -0.11785190632396671, 0.2951560608180046, 0.10498832127932814, -0.002852044942075485, 0.3647255846756274, -0.10187312786601366, 0.3894679497163455, -0.027338848596507592, 0.09513784197558806, 0.13617294972840588, 0.2551434761751388, 0.18743379480987493, -0.3942330331889297, 0.2499793372685412, -0.018100043409992654, -0.09565430091138233, -0.31243230056898946, 0.09228293971815624, 0.3782015366198382, -0.13768004697992833, -0.010081051606018947, 0.37796471982588525, -0.04063850935874856, 0.10829194617664893, 0.48200507062575176, 0.14869220438999808, -0.38229911176082726, 0.05668499497090656, 0.06040383725149949], [0.0718012878998267, 0.3534419103798508, -0.015314267302216744, 0.19815571028103748, 0.17966375349402, -0.1434057601299766, 0.11024070393803793, 0.07980258379194637, -0.2598193783341692, 0.026579163392301694, -0.03181414170604665, -0.0813596489843656, 0.43972919480861883, -0.11381361809644383, 0.37273932772991647, 0.18606939296714836, 0.24964689272003524, 0.09909147376393068, -0.3406418602284003, -0.533580976284365, 0.09180094759026793, 0.13767598849976997, 0.24867915159074094, 0.4024262816424142, -0.18970344615812962, -0.11729637863169928, -0.3303413328967497, 0.054772617292737205, -0.1344178682873559, 0.513621604672115, 0.11274194326234764, 0.18179249305286604, -0.21634060470122202, 0.3344969700352197, 0.1876554038897299, -0.12078889455689053, -0.35523355214766883, -0.1857839658483747, -0.0815484464995843, -0.14675506044052994, -0.13174106797877952, -0.34565266807516315, 0.4568164590144009, 0.42229135095077247, 0.1306488150874765, 0.22113770877518393, -0.22587354274095406, 0.3095988782507553, -0.062070646971992646, 0.00471494213149265, -0.3784875440479062, -0.3032082205768467, 0.47624431760714386, -0.1123677904494779, -0.3492239857616826]], "b": [-0.2548548109570365, 0.01943308344876716, 0.12701877433305256, -0.04800275574396026, 0.1910096002692246, 0.05227837680209443, 0.1353061341567275, 0.20781862197407053, -0.07425842621255942, 0.20528139608279894, 0.5813595992341825, -0.23716127578156299, -0.048121452837606805, 0.07726859913230508, 0.21832707296239978, 0.44764148620084315]}, {"W": [[0.13903728980865, 0.07870057641185643, -0.1306044630210948, 0.0744626703293962, 0.39257220962113965, -0.1530816902812805, -0.1647056283370943, -0.38169162782168214, -0.14646818544174245, -0.09780424172995178, -0.34876177908942496, -0.1548994709809443, -0.12464359782975301, 0.30322026265897517, -0.03764371411473588, -0.012805265654063841], [-0.5855853554236469, 0.15351830165223523, -0.04846262539326611, -0.2996538374093365, -0.008988031006635432, -0.47862091950794144, -0.5034655511567144, 0.3485314207592598, -0.49497654796168894, 0.04969414248464266, 0.39596714979488495, 0.028410074107678956, -0.034943806517329146, 0.21435793783423962, 0.2799587779900036, 0.4798493593716958], [-0.07139860976951029, 0.04259828445793498, 0.35006003538966257, 0.26170831136967715, -0.4448991876631519, 0.2165820528817633, 0.26943438022704724, -0.05829317741701818, -0.15053491273165864, -0.08651713939683049, 0.0108639300121251, -0.06458342619498228, -0.08436036235727065, -0.14298930035687743, 0.3660340002347229, 0.04588364174995964], [-0.19983556708595726, 0.1118707612867787, 0.012615821412904096, 0.11569676960411537, -0.29647922534931553, -0.19335675905761407, -0.34124622593210735, -0.7959423580784909, 0.2755171195444377, -0.14526652510460056, 0.24278753601734468, -0.39595200818123955, 0.034968484512270304, -0.0026301985109404777, -0.07005501923332225, -0.3036060379296822], [-0.25373713997385716, 0.307251165169527, 0.0809556250886465, 0.12676675695338624, 0.2154175050119399, 0.09627249104164069, -0.15259694520552924, 0.2751458051748004, 0.3145114318083513, -0.3225906872444852, 0.2338072503170722, -0.0007126050001522192, -0.05667214124413679, -0.01953146393255973, -0.12466205144767696, 0.4695572991071839], [0.07360896798046344, 0.10949953152773492, 0.5012259956818715, -0.26870801950320056, -0.5550755837456491, 0.3731829270654371, -0.1905269646932769, 0.1647300557458454, 0.03921081995312791, -0.016992009774504387, -0.4391787860758234, -0.11843057829601236, -0.2515217113121443, 0.13525334800966526, -0.025238046543863135, 0.07836993132153705], [-0.4636434137597309, 0.09025205054965374, -0.07611784488097478, -0.11522677067578417, -0.2089428200775532, 0.14878676007393596, -0.20214111420530445, 0.39781713993516554, 0.018522730506075682, -0.13075550068743122, -0.2554900015963961, -0.5394241430312386, 0.04284695565928294, 0.42732943872546447, -0.14997649152282577, 0.1554223088016195], [0.04776066892797487, 0.1241480965934787, -0.365277034007242, -0.33802530667924996, -0.3159879121859643, 0.21142965253565987, -0.2648773059717576, 0.20416054423798038, 0.30327032051889335, 0.05288525987742123, 0.35009143807294213, -0.2766859793993209, -0.3971906265983378, -0.12873962135810166, -0.0030591371714956683, 0.2403342250585558]], "b": [-0.18168592924560156, -0.3154064646046273, 0.03192865134511906, 0.020501631777646315, 0.3655151721831833, 0.42473416814693477, 0.4954963187812979, -0.07515776617811593]}, {"W": [[0.39501018611338296, -0.22978170422844252, 0.11055138073940525, -0.1494862474215896, -0.626812404933625, 0.35558464895712405, -0.7389143733979397, 0.0819732886806894]], "b": [-0.3252142745757498]}], "training": {"phase1": {"device": "mps", "arch": [55, 16, 8, 1], "epochs_run": 25, "best_val_mse": 0.23866446316242218, "train_bars": 11443, "val_bars": 591, "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, 360.csv", "data_sha256": "45b0293cdfee5f8be33d2922833dd0b42351ecb0a0d87190f7418a2ee490cbfd", "train_window": ["2015-01-08", "2026-02-28"], "seed": 1811, "regime_filter": "all", "created": "2026-06-23T20:43:37+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": -0.4745538659127465, "fold_calmars": [0.26303600663978, 0.13482825997851214, 1.237978885969875, 3.4820262169300995, 0.8086065772073227, 0.0], "fold_mean_calmar": 0.9877459911209315, "fold_min_calmar": 0.0, "robust_diagnostics": {"valid_folds": 5, "drawdown_penalty": 0.0, "pnl_dd_penalty": 0.16666666666666666, "trade_penalty": 0.09999999999999999, "negative_fold_penalty": 0.16666666666666666, "fragility_penalty": 0.008, "fragile_0_05": 0, "fragile_1_0": 4, "trade_target": 15, "base_fold_score": 0.6914221937846521}}, "recommended_thresholds": {"i_long_entry_activation_threshold": -125.64476705410101, "i_long_exit_activation_threshold": -22.733296480736374, "i_long_exit_activation_confirmation_threshold": -202.04614845719965, "i_trailing_stop_threshold": 0.0, "i_use_long_exit_confirmation": 1.0, "i_use_long_entry_confirmation": false}}}