{"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", "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": [[0.27783176458797637, 0.06260967392779679, -0.22553614714649783, 0.14388278251940761, -0.08411546301091813, -0.37881239102085856, -0.4155845682877964, 0.2017768884079687, 0.09175819851343708, -0.009066466431370306, 0.0810741315268674, -0.32539845483494423, -0.3343540626462325, -0.3451278589878365, -0.10588416898210776, -0.20271232887864837, -0.22363362638974377, -0.05153081365834307, -0.04230564480506947, 0.04194929082197245, -0.218113312237777, -0.2932207235016626, -0.07422686295647221, 0.06555063543947544, -0.04224281250624974, 0.1284463689778299, -0.06580279776678588, -0.1611884156132189, -0.02732255487003478, 0.004062138504156293, -0.015092593911199242, -0.29443628113716025, -0.1521900150532875, 0.010360736005956658, -0.1702765344950863, 0.0008976110213501573, 0.11247613141341906, -0.2488800954234975, -0.10474359427825487, 0.38839952329883615, -0.14613144678014411, -0.3161447660535058, -0.03703323410055105, 0.2087807991752213, 0.02504773080946683, 0.1912946871021082, 0.12390002680258397, 0.25064561560401044, 0.30458289323832816, -0.013681978018178678, -0.12162374793803751, -0.18022561724020564, -0.044086526830615855, -0.12821425141336779, 0.1416071880298137], [0.09275460987032352, 0.009956183665983817, 0.492589799782838, -0.024572360932222266, 0.0766622733345362, -0.1366116207876666, -0.12230079492173188, -0.29958273430040977, 0.07495215384498383, -0.08789952951954089, 0.003582919544736912, 0.056885406051356745, 0.4348081283044438, -0.033672710393212554, -0.07284034654662883, -0.1683701186763674, -0.017849431554976876, 0.03410441553169734, 0.20528280612829997, -0.010902377381898372, 0.09491164411884634, -0.27663756359590874, -0.020596730481203022, 0.3654229370514703, 0.45321147593215827, -0.21356248256824098, -0.09927451337466753, -0.23611425932186253, -0.39887968270389157, 0.1455568576842206, 0.268183878603672, -0.04465120351240787, 0.30638279997756307, -0.41988589684269845, 0.10238778533637062, 0.47574100266761943, 0.2646583477799918, -0.05250484109846228, 0.03486209280322986, -0.16514922010146624, 0.23301754862254737, -0.1447489802437735, -0.3856992947351283, -0.10327586887976785, 0.06952520341183889, 0.3295171148460807, 0.19083540395267623, 0.22168067430080865, 0.055116155333674664, 0.15374132435306898, -0.020702191819142533, -0.04720968696601226, 0.080668069769302, 0.08161130525033351, 0.020728953504431463], [0.09795769701163037, -0.07696166734236422, -0.2825299753037772, 0.09119174928857318, 0.447811536772245, 0.039537212721929046, 0.5254391095007279, -0.1907575138445685, 0.1144854391979311, 0.06978528540706769, 0.2325682341676402, -0.15998936312341766, -0.2894518266941617, 0.19920394762105406, 0.04073826814875682, 0.17362282034144913, -0.0626491219607884, -0.2458363255008274, -0.2463514007836274, -0.551325853290521, -0.526428994422007, 0.03699034020409535, -0.10632117368894431, -0.4619501831015637, -0.044866984238096125, 0.2930668341208294, 0.18572380662880944, 0.2794151577813648, -0.14076142792448887, 0.15587040544395678, 0.20568826189944567, -0.2853470797580814, -0.29037677345543256, -0.38846464133681746, 0.05887623563147701, 0.03653372394277629, -0.6263828614770445, 0.12850130295415263, 0.03200833106889859, 0.06354223612627022, 0.0047082415125741794, 0.18480121086133172, 0.33185695795698655, 0.1721215941375017, -0.25982775400886515, 0.25456094448607464, -0.21514010807628964, 0.16734000152320117, -0.11031657065983516, -0.32938712061935393, -0.43954068608905866, -0.0029822767702670622, 0.3388252407806007, -0.2794072934233687, 0.10172847856041603], [-0.32864411219696704, -0.12294605101429673, 0.11988902357452381, 0.4294105989218011, 0.17929309890879422, 0.02552578665192462, 0.06123979286696472, -0.356962903426748, 0.09715855159715159, 0.10100085129001643, 0.09285576966222167, 0.16022057278498847, -0.2220854054885668, -0.17667289433670202, 0.1702066387292576, -0.3692786789111818, -0.023969876842234922, -0.45863652136743105, -0.20227178861380535, -0.10181747555361856, 0.05812818369614446, 0.28812678249208423, -0.18537670705827988, 0.13381285839809323, -0.00905691755695284, 0.3928703188703984, -0.07246896530379084, -0.1658276067379864, 0.22675101877149478, 0.02048312286123579, 0.199384241581321, -0.15540534062066086, -0.23668311272582793, 0.22476122488506123, 0.14677219812868791, -0.3377867712111017, -0.14343938835981823, -0.03165612453149595, -0.13465452410087395, 0.22252334071474705, 0.11854355816287396, -0.26047256672911173, 0.28476657993798216, 0.004634039558515379, 0.19056097238999659, -0.38208527066882764, 0.09681336396608167, 0.20641399702874824, 0.42216598547653056, -0.3460497965648474, 0.1575887594672789, 0.010427617169629842, -0.0366490484500371, -0.14231853308963474, 0.15554966557242306], [0.03306899503944998, -0.1404674720714704, -0.11613493634429661, -0.2093829520930823, -0.015167778730598703, -0.364967224181157, 0.08350798571535194, -0.19930381709393644, -0.3228384435963266, 0.46484666737210717, 0.06834902505317765, 0.16632610246131688, -0.2130293966160164, 0.12831409796258614, 0.08446093755463248, -0.4163715292995363, -0.10517304164787714, -0.03732911558341698, -0.33593871708583756, 0.21823705978413632, -0.2528201316418435, -0.2093038905935241, 0.107146526028634, -0.15612303040710018, 0.3667516080160996, -0.01674215919477602, 0.3352121472774491, -0.3456450559119469, -0.19258450587848508, 0.47206839573234194, 0.5419515327445985, -0.37113485199604995, 0.2632535281699642, 0.15978759420084546, 0.6581247070272342, 0.09840389342671765, 0.19176699208582187, -0.0740823902092251, 0.3144399876680657, -0.05038377873112287, -0.3856922453656183, -0.21173827808224813, 0.5257609091968516, -0.132454980699989, -0.22695024425244933, 0.11148322363516601, 0.03486356759669012, -0.15357824735218234, -0.35097639978853484, -0.2634804805700891, 0.07709469544379417, 0.03987021731676387, -0.1578357479867528, -0.11576667741877761, 0.09022643070586539], [-0.2269594601482925, 0.0448190578374137, -0.4193994353731446, 0.4018391626399807, 0.14947984681181592, -0.3059952440191203, -0.34711594705987114, -0.11872512343012276, -0.0415844785784011, -0.37252526007253306, 0.13499544720740728, 0.03218241940233534, 0.2370714873457932, 0.7553186205338343, 0.42648232912935446, 0.33942009846143534, 0.0014597262614648686, 0.08167758074952136, 0.04747167891814345, 0.11009740567099702, 0.4496105530635815, 0.17990135003444163, -0.19189586727319013, -0.11488499976920696, 0.26118944067592786, 0.03182296868935842, 0.040125073898152036, 0.22607208142006463, -0.11772686998952621, 0.07146070625227423, 0.12829401662129136, 0.10768765261029101, -0.05170200296994687, 0.07958503950179496, -0.30820170502929267, 0.06262808998427394, 0.2353081377432286, 0.002519525395593754, 0.31255806253600343, -0.036459428498158544, 0.3451834436337243, 0.20253783612142054, 0.07261220430053615, -0.11131206083486239, 0.18192034425480508, -0.01212796921048502, -0.1979332115615478, 0.019552698429546614, -0.31956051075610725, 0.010802624011404475, -0.25457730996923805, 0.3587084012065724, -0.031029199912767494, -0.11377469691044015, 0.3376054399447768], [0.0732682173648782, 0.4760837250986377, -0.12107440291165157, -0.3296156626113672, -0.2344898093376166, 0.28987199918742956, 0.2378285182942381, 0.2845318348258831, 0.01814914694218662, 0.13083302517054193, 0.20355785355381045, 0.15415522716481353, 0.290668982506797, 0.018163947616922558, -0.15782826495191304, 0.061643601135771726, 0.08280465838618772, 0.23604809750083536, 0.3732552050491543, -0.13762043287592307, 0.02858550099873228, 0.026919453170978852, -0.033454882514503126, 0.32644947012763326, 0.23337134278058294, 0.362124936020437, -0.16732018363336218, -0.2943362964466207, -0.09315006637560577, -0.31572092535730717, -0.1744697142563491, -0.047326318624781386, -0.2834109635294897, 0.2102126783184843, 0.08076198634569581, -0.37805573403333576, 0.3721719542348273, -0.01908039903661064, -0.23275515345158948, 0.30877463448153675, -0.04858276949711848, 0.052272770642160835, 0.2027143334166312, 0.008416114704690753, 0.003536311013943992, 0.0721298331193847, -0.22675510702060728, -0.3738126244513731, -0.03930274709668576, -0.01767859103456737, 0.2030292143357662, 0.18111458758687318, 0.03892411910436595, 0.1009895345867427, 0.02755226201984827], [-0.018997486557858993, -0.20011754160196896, 0.13998528357727408, -0.10724551958092085, 0.12762052311474809, 0.17082689854065403, 0.2268507419893201, -0.24002687033098302, -0.02172161366688934, -0.28200122627886776, -0.15707146894454332, 0.07951054433656081, 0.1973252447630912, 0.0989975216377535, -0.04565398403133598, 0.10611677868769599, 0.23494614688027862, -0.18030062658468032, 0.1674981494675386, -0.19912463818712497, 0.25672131033857293, 0.1943959539176372, -0.01740408485054385, -0.11703317504285493, 0.013263837588491006, 0.11047354383676658, -0.3184248153038962, 0.02300301018270212, -0.2781286695517027, 0.3107672012716411, 0.1754417817553924, -0.27284032191456237, -0.10817677939434946, 0.2091100421829744, 0.20458402320596514, -0.022666850384578607, 0.34343797437044105, -0.09477885234583672, 0.07854525832222481, 0.18124110491924555, 0.19692216177744407, -0.10767240600221337, -0.36570371657832423, -0.29073903031843984, -0.14516371379988546, -0.35976418213423894, -0.30942540717865497, -0.07060563729153559, 0.34635191348545086, 0.09095021018029924, 0.25609328794808883, 0.07548735927313366, -0.3987995511808353, -0.13961373944477595, 0.06770886026446563], [0.032517929426059654, -0.20004585222062618, 0.020496597027982212, 0.20544065234268669, 0.06477401568629645, -0.043450753675257706, -0.11293951669868424, 0.09986847741524843, -0.0770542106771801, 0.23268267260704484, 0.14749718115193092, 0.006511885173820172, -0.25141408532836884, -0.15012270655807464, 0.05833001302683228, 0.16236936269181673, -0.27674693430310926, 0.20590104911635676, 0.3190025231552728, -0.026186452393405765, 0.10660144022444502, -0.5598772295677057, 0.01975310812556038, -0.23832089836930415, 0.1058574157362483, 0.06066589896872748, 0.10135217044044191, 0.006952294604848336, -0.10713180400986319, 0.22504108553180574, -0.6852393266024646, -0.1299829956359388, -0.014955339898330974, -0.2763624772940613, -0.21695917040844714, -0.0001262963526687949, 0.44727056520546415, 0.8581015329635849, 0.28132147067332824, -0.1255132511631808, -0.10732417884064545, -0.1910203260582382, -0.04708022955429632, -0.05942388994662652, -0.5462869804265401, 0.6099384431246964, -0.11324703417994215, -0.29106482384080146, -0.3446235731221461, 0.20713103757443002, -0.0571615052185994, -0.00691765796227687, -0.14692512814048858, -0.20515174976557596, -0.17393125417214012], [-0.24672959706943898, -0.13570838127328377, 0.19912407367879514, 0.2917930039407851, 0.02496619175490838, 0.12562655038141832, -0.5642491534044949, -0.1861608367303686, -0.05881963529706045, -0.0995032900773742, -0.010368095901906176, -0.45153762063272773, -0.4514495656592883, 0.3839920637726727, -0.0027398508693219706, -0.3396921756921309, 0.23866600606069122, -0.17584821988134314, 0.06544334226404176, 0.1549482254124927, -0.06731556308582615, 0.16408340344713165, 0.031027132521119164, 0.39356516478004644, 0.38791804609136166, 0.27094858667912675, 0.03515854693270486, 0.18716149030767434, 0.13729050769783915, 0.27382060922385004, -0.16591984618518835, -0.3243872068331473, 0.08787273187243573, -0.0426885443609981, -0.21720964396656753, -0.2352343391791082, -0.14731558211738463, 0.06971102202162133, 0.1726368349411324, 0.024871923848487555, 0.11303026099858399, -0.1857370331579341, -0.2165345278672859, -0.29523428098352217, 0.08154178670566539, 0.26137938123055404, -0.01669628121233986, -0.44772673114677464, -0.16637311492147944, 0.19525440001412978, 0.15031432898022448, 0.14513468560966286, 0.434959838196722, 0.016312137971000288, 0.04308806255734994], [-0.0011962329309898045, 0.09961673247823956, -0.28037117177882487, -0.3376598819181332, -0.1877301443982621, 0.26955147395845125, 0.43312748640337856, 0.11493131638918344, 0.38164016164853237, -0.2868599053887717, -0.39897243837048885, 0.1406511777370732, -0.19550094569071183, -0.38273698745808826, -0.18554171892650298, -0.015156668323455285, -0.18239541456622452, 0.12745985235938623, -0.10398188758370648, 0.3977075844109384, 0.022453583579985843, 0.3543333777020304, 0.03856841965808756, 0.47050004635397974, 0.181999353364195, -0.3536206904692336, -0.09908948552142147, -0.07550771916956044, -0.1958763964721848, 0.20532418280332518, -0.07750192882970401, -0.11079724292473968, 0.17210157301995974, 0.32573557320581614, -0.15232017777329937, -0.18344440211543384, -0.27332013138568634, -0.22443223810862278, 0.2978544368394234, 0.06465431031307575, -0.17247691730079526, 0.31116232799803084, -0.06534892079804652, 0.043014045802632406, -0.14167124380462562, -0.24120804976365412, 0.013824763100369654, 0.28286124572477833, -0.26833058434144036, 0.07581913982988248, -0.04070986602365765, 0.07972663299714454, -0.18103500581950074, -0.27218244470049935, 0.5794628631957556], [0.03387254226885994, 0.062448903327763344, 0.2841360191953631, -0.03007455881124568, 0.0016255548757930088, 0.29942140826763636, -0.19469824864820778, 0.14911812920145967, -0.25810776535443153, -0.01158606879902636, 0.06538230347929427, 0.10035969726731911, 0.15963368262668437, 0.14982321402629267, -0.3221567508951917, 0.11475583741059858, 0.10395886005739706, -0.18650647623453828, -0.5110040839805774, -0.20648475727980653, 0.2649937838851194, 0.0522010618971137, 0.028096682714957723, 0.6950611981770384, 0.1933157438943337, -0.12633930374805863, -0.07086321979360787, -0.3015662347888775, -0.38452745953133743, -0.07602933180665215, 0.12136741727767568, -0.12070852665564774, 0.0015488849760157547, 0.1060672291013889, 0.11567606413390373, -0.008677790078672691, -0.061088796381467844, -0.15759369114653193, 0.009811786905263683, -0.09809693689518259, 0.24964073637499987, 0.17603615308866855, -0.009100140340226416, -0.19012791978371138, 0.054277958344946184, -0.024301148513222445, -0.12996120556504553, 0.34863799624557074, -0.18536048664161264, -0.3219164877371929, 0.5777603686124942, -0.07102986940769979, 0.10598570260371082, 0.33354493836769583, -0.0790649127516217], [-0.26610621536870666, 0.20868270795039065, 0.14862563755544766, -0.4217384992053763, 0.0015207656861407418, -0.30136212598937684, 0.5339461665929804, 0.06539867552265131, -0.1174357101702338, 0.15038960816732783, -0.100575152637351, -0.061294945047273945, 0.2546995651846823, 0.31316396475625896, -0.013866988280783102, 0.09615432750542714, -0.09190023009556472, 0.19036920548527597, -0.15836458270452042, -0.2602858850741158, -0.36048537592369967, 0.258199718580177, -0.07930426077947822, -0.021901331612763954, 0.2893464910046367, 0.4398241581272733, -0.3985475089408979, 0.08835736205277825, -0.08996236456180255, -0.6727946212685241, -0.014764303362492126, -0.02545562233848381, -0.022468493947538307, 0.5992199577738001, 0.10731728081345246, 0.014924965819020343, -0.4124637351727479, -0.04027361951743086, 0.00853951787244276, -0.029803570986831278, -0.2877234987820678, -0.15385357441955277, -0.22715046381815046, -0.25199540173693347, -0.3995290116201611, 0.2815052224806745, 0.10694029111278769, 0.040930936043849994, 0.0632509029100323, 0.21045386447676262, 0.09428913555248579, -0.3991227968006542, 0.22374650279472127, -0.02867553478914018, -0.3391687231164335], [-0.09182443753297012, 0.13498731443039708, 0.3774150072594961, 0.4300048446230336, -0.06323213385246838, 0.4248424251141684, 0.160255180938119, -0.009035632557843006, 0.14426330197893478, -0.19695892568040585, -0.0652840884456632, 0.2736187722641032, -0.039391990494212825, 0.2977385556596782, -0.42350220632265256, 0.11646711055604184, -0.1784925817124583, 0.01943448399873164, -0.35567610208955286, -0.1704429289290628, 0.34760091311911234, 0.14634234703436924, -0.23560373534197146, 0.1290994991303585, -0.19340091049840546, -0.2126356476813394, -0.027344148172388578, 0.04644686695152433, -0.15252052129261645, -0.04484106573497405, -0.07895168346400945, 0.10668973186829453, -0.024644733342722845, 0.1526787000467205, -0.07036255308828424, 0.2170219235867576, -0.6830894663393647, 0.06696015822951927, 0.04349819680811157, 0.043543212057057024, 0.33191936224965984, -0.24656851662913964, -0.22375973798011634, -0.09247148908140128, -0.06634565030948454, 0.3497444735101484, 0.045029263837287004, -0.05403400557280718, 0.15506554226601235, -0.22336762478634403, 0.006745313975093481, -0.29088684458059433, -0.2300665459846136, 0.12547862939702015, 0.2750875767274877], [0.0934755321235313, -0.04242270528957555, 0.3946190384105147, -0.24242028199866378, -0.04203506807464937, -0.13793396666515664, 0.04027317701953541, 0.24313017671705184, 0.20849193683666029, -0.24413927808481667, 0.25577665291348195, 0.2295375036589464, -0.2564146383705035, 0.27199393549740924, 0.11804211982208093, 0.35069352227818074, 0.07723415208591719, 0.048775679768977134, 0.21140925857674808, 0.0414605451024115, -0.10212300783572582, 0.15232636572483907, 0.22382731545578785, 0.13866914258817659, 0.1286610208626326, -0.004582627474557496, 0.578534975069485, -0.14402662044126602, -0.06582813908813998, 0.0704341308758775, -0.20178894741325526, 0.18402695706683478, 0.21402853430146868, 0.010839356380442252, -0.07584399682437876, 0.03281200573884378, 0.254928990195814, 0.05180548913444433, -0.11050943455788662, -0.03631272824409758, -0.050323759110223396, 0.1844831740213118, -0.33472766580753943, 0.3952031276564775, -0.07258430054039229, 0.11448197801483763, 0.39510889866017557, -0.06380118026377418, 0.15737722747776628, -0.10956780916623336, -0.1639918647372398, 0.4772645735203669, -0.218702517504725, -0.15039619401680182, -0.5132464584190133], [-0.6036022804185869, -0.0133703996106956, 0.004641424021543962, 0.0222349581570504, -0.30647452973923817, -0.03044416507472106, -0.36303454889015213, -0.07188860548636633, 0.169596303000324, -0.11057186596791943, -0.020288163967818643, -0.2574846296529264, -0.007086881358981799, -0.03659862751737335, -0.18613437320218137, -0.05549428690162743, -0.40041086311793994, 0.394486847392347, 0.22028807591933078, 0.47807302860194895, 0.19098058158598133, -0.2466594218173281, -0.2372433083315267, 0.056447044989697416, -0.03353552881104345, 0.11972507217992143, 0.1606527628434139, -0.014833129624484999, 0.39537849234237815, 0.2117311156979348, 0.15977775337767747, 0.0673996787796059, -0.16802459668601508, 0.28311303441934665, 0.3602621628406318, -0.17088088566366688, -0.1677046782421044, -0.3263805091659673, 0.3384345647047396, 0.12515867653820045, -0.4201566539403284, -0.40702205939777214, 0.18096751552498727, 0.40756423444822737, 0.025144379237866762, -0.09349901878982962, 0.265393082443808, -0.12042598979408915, -0.19838871943550654, 0.15434764493536546, 0.1559599682009031, -0.06576394224151094, 0.2279914050110616, 0.1634666722823973, 0.03761785345645655]], "b": [-0.22128026791646943, -0.11890392011359949, -0.6517643132112773, 0.158415872362958, 0.15879156173620596, 0.0931170603607002, 0.21336927574566733, 0.027028085658797427, -0.16623812993561024, 0.036113637950354605, 0.23857727473561713, -0.31393304095104335, 0.1920053248829565, 0.22031523734213568, 0.3324841579997211, -0.14579047222154398]}, {"W": [[0.04217561886177255, -0.041420416411824715, -0.13953543778529576, 0.005823439713760391, 0.050580702896545364, 0.1987114615767775, 0.20559553043029116, 0.2518257470215433, -0.03340354124711492, 0.08409584982783347, 0.16417811147186373, 0.22157786103326985, -0.3482204176475956, -0.1728899688078819, 0.3457053631024547, -0.19738808822356937], [0.12115364239388317, 0.26285127076913073, -0.5595887578479753, -0.21061846523462177, 0.16243891788350778, -0.47506529110754775, 0.4101200209792078, -0.11007406116172569, -0.3186288719642516, 0.2624023090614215, 0.5202581426562907, 0.490119845927953, 0.39670342722984187, 0.30155934818161595, 0.49785743463253807, 0.4861589184193235], [0.21691000423122875, -0.15659670654880703, 0.4059898299753763, 0.17418063753774482, 0.2815039696821776, -0.17522134315386043, -0.32375623481603827, -0.38043896148722, 0.4956047562390946, -0.02416755204113049, -0.1460197916945565, 0.0825455042312419, 0.4132504654435161, 0.2773476381522916, -0.4734016645949879, -0.07570169955508843], [0.18448003215438474, -0.1575544984540015, 0.4014872722637717, 0.517542532428886, -0.00043182220701088944, -0.23994165826932895, -0.1857427431975548, -0.19398498225618982, -0.037342573041023105, 0.3200160656016559, -0.17546620947795566, 0.06608380150958158, -0.565828763432956, -0.016976728947369117, 0.38248345699304187, 0.2085111389842196], [-0.2527154384362759, -0.1291388638029602, -0.05941363008640508, -0.3767371608965567, 0.37121636628906046, -0.030874540214229067, -0.3600765648443303, 0.12146352437770609, 0.25818921301758857, -0.09835958880869977, 0.2420707635499381, -0.16467554397475112, 0.262435666541659, 0.21225418181373829, 0.381453926990229, 0.03026097849971096], [-0.08243040186675564, 0.3633710233659676, -0.11381911682385407, -0.20351707393456517, 0.1089053471312646, 0.315922211532613, 0.1948393083858482, -0.2896564024660465, -0.007706096071501197, 0.3951944237865349, 0.026105083558541874, 0.1576720188220295, 0.149504947280307, 0.08473247096824921, 0.33633928681783354, -0.3183356097680632], [-0.355510463945777, 0.21221424755232046, 0.5648448333740785, 0.17270489223516236, -0.015654625100444984, 0.15431036273413692, 0.22577564101959496, -0.4732140168193907, 0.14535739333128883, 0.20787580340132347, -0.23565026245440077, -0.1752494040775454, 0.15177802409254365, -0.23798102287589712, -0.3057934143566926, 0.22317445632537217], [-0.16174267984675902, 0.023001687483396892, -0.3314863858295337, 0.18199185106763272, 0.08394620077953754, -0.14938595796961587, -0.13056372137211006, 0.3753464924285294, -0.016306484087143663, -0.31481967854916754, -0.10981556100876669, 0.34340165601829575, -0.6315979499476265, -0.1255797424943335, -0.37972770867036687, -0.49244075595666575]], "b": [-0.0460969315992024, 0.33496954841641824, -0.2599652843863336, -0.33010640271466696, -0.26626729937123034, -0.18454419697999563, 0.03460740537657707, -0.06380504025560649]}, {"W": [[0.18352372981186652, 0.947522898446897, -0.39105086869447947, 0.07885168118845384, 0.07439483669881594, 0.01755563066522342, -0.44872692278671583, 0.5288809926129369]], "b": [0.12954115833652977]}], "training": {"phase1": {"device": "mps", "arch": [55, 16, 8, 1], "epochs_run": 22, "best_val_mse": 0.24067658185958862, "train_bars": 5819, "val_bars": 480, "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": "c41f1a8430046f1b21006b5a30c941822246c844bf03d0674244f2c2a01f392d", "train_window": ["2015-01-08", "2026-02-28"], "seed": 5353, "regime_filter": "bull", "created": "2026-06-25T16:45:52+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": -0.3363055752994139, "fold_calmars": [1.243669521144001, -0.19031930378863887, 2.82663672181825, 1.0777351734090068, 1.5419558974516459, 0.0], "fold_mean_calmar": 1.0832796683390442, "fold_min_calmar": -0.19031930378863887, "robust_diagnostics": {"valid_folds": 5, "drawdown_penalty": 0.0, "pnl_dd_penalty": 0.3333333333333333, "trade_penalty": 0.08888888888888889, "negative_fold_penalty": 0.1983865506314398, "fragility_penalty": 0.016, "fragile_0_05": 0, "fragile_1_0": 8, "trade_target": 15, "base_fold_score": 0.7011999767007392}}, "recommended_thresholds": {"i_long_entry_activation_threshold": -16.06480014636481, "i_long_exit_activation_threshold": 3.1613504051137635, "i_long_exit_activation_confirmation_threshold": -155.87547147963886, "i_trailing_stop_threshold": 0.0, "i_use_long_exit_confirmation": 1.0, "i_use_long_entry_confirmation": false}}}