{"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": [[0.2890378700138061, 0.2763897206985177, 0.23330253945735308, -0.15781635019583762, 0.04287067143219609, 0.03522570557109558, 0.446352179403943, 0.07215481439109672, 0.2430285225560477, -0.198821583367565, 0.1372767030891471, 0.20939024636861944, -0.18107116625992192, -0.14037931477555657, -0.3362530161668464, -0.20215737400442735, 0.25445651171367223, -0.16062304707549988, 0.027836486522349296, -0.021380570219970925, -0.049637202203491465, -9.110123538167564e-05, 0.17292084165927646, 0.23161273870524007, 0.06075840305709055, -0.22164223596173807, -0.14078053250707195, 0.012218458524836915, 0.31394856609874017, -0.0512282687967582, -0.5008302269454452, -0.2478295938995903, 0.3740749050193381, -0.08903597714723059, 0.40733303541238797, 0.11516354440433402, -0.3878422540436484, -0.04880944627320514, -0.18126607559171465, -0.29567057534152646, 0.3340486460246423, -0.12439625065933113, 0.39785871652059973, 0.5212447279430996, -0.2610311125050743, 0.15680012154240142, 0.03597083393362978, 0.0008541793902335851, -0.34642682966038213, 0.3514176996257162, -0.0525821232395277, -0.005766740022887223, -0.22373280513427796, 0.1367069920055691, -0.08613908033794357], [0.18481742536088677, 0.2304804290391912, -0.13648023073146415, -0.06192779608439966, 0.35445758805202326, 0.06924044174083314, 0.37962244736592204, 0.23207039530123877, 0.4560221253255399, 0.18398751549521175, -0.34697556826649845, -0.27170391632135155, -0.3005687251414104, 0.08922626791965745, 0.11469463137011686, -0.29223483555430213, 0.3107945906368673, -0.08858512391516252, -0.14221981608302142, -0.2806095194427021, 0.4251537172593828, 0.0188497483104797, 0.17600796751420164, 0.1644252176652132, 0.06546197806115975, 0.07186919895661262, 0.02714866171305083, -0.1792497664508718, 0.28329639538375206, 0.2212814803712224, -0.131180199801215, -0.10470934428404165, -0.15772622756596613, 0.30489513041799454, 0.22812222793423134, 0.06608814737303656, -0.25783933167353973, 0.022851759236280536, -0.3142856988869418, 0.15188546017361487, 0.24249849385306613, 0.11416988078636185, 0.36582835925550306, -0.15805748812818982, -0.06695026247450063, 0.07220395589076553, 0.20966256343531775, -0.2547262154953026, -0.355670350912225, 0.34616096910499405, -0.09808112113477116, 0.003458830158028628, -0.08832575452634721, 0.27139205301999314, 0.11695760399822999], [-0.10397363637513522, -0.31915677760470684, -0.2628772891231472, 0.02817754369744286, -0.1449231732467519, -0.03938421430940512, -0.20646227196801434, -0.29116475643721007, 0.4622838315732544, 0.13717330765474656, 0.14642430158063505, 0.0145339119622524, 0.14614222515640654, -0.38021764352877313, -0.12288439550637756, -0.23286132975390703, -0.2615107002211278, -0.1266331552690496, -0.42302493741719105, 0.23355083215140787, -0.2371603804307657, -0.18690437273275717, -0.15099261620667892, -0.03897288111423932, -0.07758779369734889, -0.0768273782095006, 0.060044664641010756, -0.21958620817173313, 0.39960183106541425, -0.2264644974503465, 0.10963264119463681, -0.10565044367733442, 0.10510429595204077, -0.054025956241550814, 0.23299597763778235, -0.2877625100865577, -0.06196510278802922, -0.029828723841960135, 0.07327362393634596, -0.14306655360750153, -0.06225129174320522, -0.01562559249193818, -0.05901435920662897, -0.5911953916948964, 0.0966115556209496, 0.15649444814729843, 0.05093171773994699, -0.5534575521021368, -0.04341049010273004, -0.17871508376951303, -0.007789655444960224, 0.06685274048387986, 0.19515743990034076, 0.34086394692939204, -0.19259923056981854], [-0.2240221812810734, -0.3092744788251981, 0.13707779551572788, 0.18122795895710214, -0.0829016979963668, -0.24412329934145, -0.153176270811252, -0.28109838673595416, -0.022837906288178274, -0.006927672971571763, -0.16743720581328544, 0.05556418557011169, 0.2144303587647731, -0.12846510960403082, -0.02039415256270671, 0.2523918123937852, -0.13958371209890344, 0.3065036711697724, -0.07834750634278677, 0.005091685924225625, -0.1270752810816295, 0.03550992067025324, -0.030426964352497178, 0.17600198047512827, 0.08889761405357732, 0.005114585924033483, -0.019601923074978198, 0.02878301202640292, 0.3032970525357131, -0.20761630941417272, -0.12911924721903772, -0.330293257265265, 0.001583391789557376, -0.021331274923043646, 0.0553748857451089, 0.09472665434870832, -0.05010094114977709, -0.3125116993231577, 0.14159107964195072, 0.49404322886773466, 0.137704984522168, -0.06894939245385161, -0.4767324479416821, -0.15227109339328754, 0.15963106954308592, -0.08544378892394153, -0.3283417131298143, 0.1900874717155148, -0.06860896488075505, 0.13131732404173924, -0.15011815778151624, -0.133330662896363, -0.0817716844878363, -0.07232355197362682, -0.47643904521489744], [-0.0914967901259266, 0.08747237461517661, 0.10810213529699761, 0.03961415033932271, -0.060841524748245716, -0.2372364058746237, 0.28649364106067576, -7.097432703528396e-05, -0.018222555606659013, 0.031901530604947874, -0.20505796358237455, -0.15442624878487252, -0.12963384377482778, -0.1394571830134787, 0.2065964545722893, 0.2614155457635763, 0.011024581137031579, -0.11413977747210019, 0.24935110813610786, -0.009109295981911705, -0.5652017653683546, 0.18733169225176766, 0.34524958134371836, -0.12774105038532063, -0.16128106812855847, 0.08491015437979241, -0.04998491276284556, 0.004644699617964907, -0.0516443884646771, 0.13204112599459206, -0.04052805191292047, 0.22456510543187863, 0.039073268053006226, -0.2882598849728591, 0.028537819877367927, 0.14058089322367529, -0.0914337206590924, 0.028770862783269353, -0.4768152548190309, 0.3302504089591775, 0.24128255909773608, 0.05238122374097141, 0.30360058362507264, 0.27930378173986703, 0.1474995517290384, 0.12876805003857994, 0.10105774968376476, -0.3819428303791146, 0.10153200717374594, -0.3072736111441242, -0.34549159481776986, 0.2649589895349474, 0.18807622798290502, 0.360627494518481, 0.024671852092818736], [-0.0660774974898878, 0.10644921376743777, -0.45319117326582214, 0.04702162077653223, -0.07719267015208431, -0.10027313327814967, 0.04950999708884078, 0.3147601083377242, 0.20758576164679804, -0.29230195943953396, 0.2700810229315836, -0.12004581040662646, -0.026661152018753926, 0.28626273686396336, 0.3703586041307974, 0.1621864147504012, -0.44509232372943963, 0.1635657186785131, -0.019083445565296786, 0.009112944280087958, 0.11729037739008678, -0.04295420653536651, -0.41589423144496906, 0.3083914126128236, 0.20687882884089104, 0.17846928299909004, 0.42288002782645306, -0.22083730207101282, 0.013317630369290193, 0.2388253502293343, 0.3783667986116917, 0.04852463081802741, -0.26931089908361, 0.27864831615652874, 0.23962046833329387, 0.026122964085961403, 0.07289853199557977, -0.062270990560145144, -0.4355540451904464, 0.2085275859277588, 0.6119688300797379, -0.17863446529550442, -0.1596546245380161, -0.32809013495154526, 0.1520889110879282, 0.1458659011687389, 0.11916539436611706, 0.10143898843981869, 0.01371905457786467, 0.08988902890200469, -0.04700057765468843, -0.15719138583474646, -0.15142886992199261, -0.04432937000599377, -0.33756085223235355], [0.19480026924654018, -0.10977977491805951, 0.0037706383314834342, 0.2822700820134799, 0.2488022128055838, 0.27858979398132244, 0.07967324156824744, -0.2312433894346313, 0.0939498054998832, 0.23122431838938684, -0.44044119096968726, -0.08946653467355992, -0.036957446254908766, 0.10926503477059862, -0.00410882375596322, -0.30869522376891295, 0.1902392889573645, -0.072546264455126, 0.3275196121287191, 0.1077773222030549, -0.21404993082788243, -0.26415579742355766, -0.28391378660477207, 0.02174908022976431, 0.09357931873978817, -0.3618260746530692, 0.11934859248424684, -0.1862467575373721, 0.14156783410624407, 0.022812188365198535, -0.04064561013335203, 0.13381337699091816, -0.17836540818796204, -0.3035938210206059, -0.17695064098004704, -0.042050532973046804, 0.25197045578014404, -0.1797583738627986, 0.12212060353233324, 0.15192726823058153, 0.22276566277482318, 0.2256222421408075, -0.24138918773750334, 0.02544708729652356, 0.14875696975675912, 0.00891115583223373, 0.38094081936928736, -0.29444144769747893, -0.08783018256036117, -0.3595295752861973, 0.15429926718556716, -0.11548405851696032, -0.19037678196626007, 0.22727240590706443, -0.13388368209741258], [-0.32336058676245494, 0.54729594644914, -0.05503847051496433, -0.04160862094370612, -0.13382874133752135, 0.031107602710430428, 0.2942645856892315, 0.021352760237495612, -0.18026390659992395, 0.14497474853973136, 0.17770974497011527, -0.153851164093515, -0.42097558522149753, -0.1669440154297881, 0.21979530112373244, -0.20965464470383166, 0.48637495854338275, -0.3146487731480265, 0.01827421172893881, -0.4480064694646515, 0.21655198768765654, 0.012826068817486403, 0.13508333806589787, -0.3053689950497611, -0.16998202261930373, 0.03625276067163718, -0.6889532057284129, 0.17631419018716615, -0.05263565110681214, -0.1883673697657829, -0.37693307120545433, 0.09987705405074658, -0.30984325818486574, 0.17343989944715835, 0.012620400657964971, 0.13786743513904268, -0.03457229858976458, 0.04902057865087381, -0.161159724341279, -0.17569348155983994, 0.33257864004749177, -0.12626355386167973, -0.2377983964546976, 0.0886646528425432, -0.3056109271955043, -0.048691044190668005, 0.00398626667556266, 0.08417684047018203, -0.20718032713904447, 0.19034646893000634, -0.027685629596657903, 0.0015930947202298096, -0.42199736618999584, 0.4212906953540022, 0.15458182823645375], [0.26863913642779563, -0.31381098198930646, -0.042834721611563334, -0.16707360706108462, -0.03942649767931246, -0.02017092728975992, 0.39148134589690153, -0.05960049609802849, -0.1447401160912184, 0.09940765367373473, -0.09243613221232194, 0.056534614014549255, 0.258716586452382, -0.2116890158606592, -0.13720687746601568, 0.10011049100954075, 0.33456081822415523, 0.15714070021216642, -0.2021369263741898, -0.1277771711252585, -0.33832446309716285, -0.0732081991795208, 0.0012052567728601214, -0.020529496927832815, -0.19990653754232632, 0.05621211522763079, 0.09098767064367148, -0.10740951438766753, 0.40291880117102197, 0.12343900381206337, 0.15433537552183807, -0.08288644118665352, 0.2419948002608704, -0.010818447058870886, -0.22483586089856056, 0.20268719319338366, 0.012121288040468001, 0.29618740275057315, -0.30994278610736725, -0.3903689695991305, 0.2910338368265943, 0.0287683004233762, 0.06377255222038111, -0.09295040633320321, 0.07139878215163707, -0.1547739441814051, 0.16986982370013815, 0.1325797949767599, -0.010383566683172307, 0.11941306964852157, 0.09169008319778205, 0.04045588162509018, -0.22027817999253443, -0.2216069973517843, -0.38767029277721066], [-0.3195625515947505, 0.1026402712368936, 0.3912851006367064, -0.3643675678339052, -0.050870610087415, 0.037974593430518434, -0.20552819873592887, -0.07435050384230316, -0.14187619814757144, 0.015189636316977707, -0.0171629547199017, -0.3656124229247533, 0.059942688551736345, 0.23266065590114243, 0.008853589359150447, 0.026032997027813823, 0.01694116998253673, 0.20113895059926273, 0.0610119489158579, -0.6174608537845437, 0.21136623727264006, 0.02861052730171601, -0.18928239560879573, -0.034390495503713626, 0.14264910471961173, 0.1359679175374255, -0.059769875034689016, -0.03146049459398251, -0.009515655802526009, -0.024282583734398722, 0.03416046623293363, -0.020332478717170147, -0.17904273939270468, -0.43292409665390696, 0.3524599918166289, -0.3084287985878905, 0.22119876713265396, 0.0053618311742542335, -0.22103458657680858, 0.018709206976546884, 0.24427508980729012, -0.08717108575307035, -0.3886343912313434, 0.07505100600525902, 0.14406662510812807, -0.1275009479708845, -0.21235540178440476, -0.21855737165084094, -0.09975165751654687, 0.08341945636369304, -0.037978045415155114, 0.03983576543880045, 0.13374384910811282, -0.06069525055803551, 0.028031280823441036], [-0.03680512124088169, -0.3735122654201982, -0.3816551165666751, -0.11048259538601188, -0.023906595838213175, 0.07483397076462747, -0.17394904278826387, 0.23360149712338157, 0.4214648609126064, 0.10801502755289329, -0.09288749031480242, -0.08448754975729987, -0.15560129377891435, -0.2744262107488231, 0.20895939654173634, 0.08768116344333922, -0.01306483419447597, 0.05540044954981784, -0.28325691078611936, 0.4354746103303874, 0.2056582993919253, -0.17087881942770458, 0.3248452024159913, -0.019715567795371012, 0.4035877742616787, 0.10392346449467381, 0.14342460200090792, -0.5958463928817479, 0.1960924830394035, -0.031248056633136685, -0.1024141037326988, 0.21548915339683902, -0.15485079803887375, -0.2026161195740777, -0.04855797527085398, 0.05223055532312765, 0.014629679434946483, 0.16219094350460786, -0.18124185460948578, 0.09404892580632092, 0.19919085627127092, 0.16590901481352927, 0.04582744057568732, -0.04999743052801962, 0.0869925582161678, -0.016439276076709138, -0.14157305677780407, 0.22287398131619604, -0.044010910738170116, 0.05071065375128059, -0.36850023142724747, -0.05527538038127064, 0.16651041612471051, -0.07189932756814268, 0.014993892868421739], [0.04418298251485162, 0.14074913131433697, -0.24428744903344263, -0.10125381254149829, -0.10933530548022447, 0.22577055939601456, -0.21458405937370417, 0.21865201191765454, -0.37242025399186884, 0.11453568687308037, 0.1110365243879404, 0.16313752763570807, -0.09389750457488885, 0.1874279445112587, -0.13714838499373505, 0.26633540399090383, 0.1577841160091054, -0.13349184944671655, -0.04199011293736065, 0.3094865238117763, -0.4247435696282278, -0.0060475920754763934, 0.2350276310285715, 0.4075136197881165, -0.13576801492458057, -0.3889864714217949, -0.13291233316130008, -0.04380892580869927, 0.10331905238625436, -0.4305346405590114, -0.32529698600461016, -0.13677016596232663, 0.11908650035947832, 0.17028900387352575, 0.09967387771144506, -0.09680288852387244, 0.05837027543745166, 0.2829285135599027, 0.30900871818219466, 0.3079204549490963, -0.04412639207909562, -0.049866250646855195, 0.007058981322940347, 0.32323776095581896, -0.23512071899801132, 0.21617527198406367, 0.20656268052007615, 0.015857998843711613, -0.3624992067192633, -0.018127882262105946, -0.14622479877977484, -0.18777111088636547, -0.34384666029809796, -0.058863273981577605, 0.20023532961815885], [0.4835405281136732, -0.21544014798879552, 0.02209466771180539, 0.20260867782738162, -0.1679186988782748, -0.35723500419232884, -0.29935801501881076, 0.23379520782591395, -0.01923188954304155, -0.29961373866004926, 0.02182003081824917, 0.19010916383692297, -0.1977764250306049, 0.4678679556441676, 0.13095828242028693, -0.3470069381926366, 0.3874675601474966, -0.25025309928695944, -0.21659984117136355, -0.08036902001279926, -0.08406670410531805, 0.2784452894049829, 0.06008129611844137, 0.4987117678399783, 0.06916417164279531, -0.0839170652485095, -0.011997163774321213, 0.09105492955758367, 0.1854584960740167, 0.48910623115868945, -0.08117073385548937, -0.16947924789351732, -0.2984223491842347, 0.1901750991322504, -0.12166531870278079, 0.01777537304962079, 0.30882897662534803, -0.128725476421266, 0.13394374061683806, -0.05050011168499488, 0.3277135192604293, -0.1974994690863657, 0.11718420036574476, -0.015465526202751687, 0.0015183940668957244, 0.0591417893572564, 0.008291895267614535, 0.3958261539883654, -0.33152201620673094, -0.13240118404554121, -0.013480412403454106, -0.08289260723426675, 0.3074148632370106, -0.05862266397647706, 0.1485368056274113], [-0.478878333680858, 0.0331972023613536, 0.1151555537851833, -0.16981101578047117, 0.2965385841841005, -0.012168327762200152, -0.4466885497092546, 0.2917372629420529, -0.011337010512207844, 0.4107981838329806, -0.15822620896326198, 0.12648783074080427, 0.0652976879587143, -0.2654847351978709, 0.31462801911818133, -0.294367790853879, -0.04402127367047594, -0.2232733081882955, 0.03839658290736529, -0.24811028692866333, -0.29411059057310973, 0.329356446105789, 0.07071265042782034, 0.07424254527170787, -0.013905924392013855, 0.04602447658233336, 0.07196800165488978, -0.19043512054607764, -0.0953796071117082, 0.07625891784273625, 0.08139714667644686, -0.1734523928102139, 0.036898011829824585, 0.04657047029028765, 0.2821725484529413, 0.4902662163882899, 0.05095607697973373, 0.5995392620806682, 0.4729805976148902, -0.006681215864006683, -0.07513655088434047, 0.16328490877273588, -0.14028823735085316, 0.08931508051096859, 0.5051208197934196, -0.2595302916860977, -0.19787449059079312, 0.4998542323625278, 0.4333278010678518, -0.07242882694429056, -0.07349818568231202, -0.028769008971527024, -0.43291944868792154, -0.16345728574957202, -0.4632186734086803], [0.1607321452696686, 0.3868598871304052, -0.1771899592112963, -0.24031502496314028, 0.06474853481944959, 0.06863933003775742, 0.4202683701656353, -0.24139219469410536, 0.34842190336147666, 0.08022233497821082, 0.10280831012314055, -0.07191554869639466, -0.6116231983494927, -0.2853416093906131, -0.3320346526934152, 0.1765477469287972, 0.2612734227832962, -0.04824450824586753, 0.6654495393789533, 0.3126783531315053, -0.06424027705214685, 0.18235062134650307, -0.04419755572604877, 0.1912175125568158, -0.16520637480608072, -0.4712917553706687, 0.27691099715389705, -0.08006825628307793, -0.4052460443282497, 0.2568789670666679, -0.12517373859376124, 0.09701693195357171, 0.31147820769463214, 0.3587758932016548, -0.17027180894757643, -0.3429762654293892, 0.04186753588809423, -0.22825345112711837, 0.03854770617270509, -0.0048422452006588665, -0.25591849875626405, 0.17954295366835188, 0.12870686757843203, -0.27326169640441095, 0.43219425284126006, -0.1440105230315079, -0.10904212043556592, -0.07525855040275431, 0.15172305584635412, -0.19292560563356073, 0.481409293051991, -0.1787671041354744, 0.02831802008692055, 0.015905246803612296, 0.19668392207842558], [-0.3091283469617573, 0.24494843756005608, -0.09308796329366013, 0.1038257386402811, -0.04763834262328903, -0.27477576517810853, -0.2890390182995239, -0.10903396507716975, 0.025348351497493583, -0.05694683087338687, 0.04437113725522736, 0.033623701552095826, -0.04779119563568495, -0.13755828624473515, 0.29118688753539945, -0.541464745085936, -0.250654071988675, -0.6584130216113326, 0.01375671981913787, 0.3217762979077309, -0.29160715475208804, 0.3149526186890782, 0.04569193203542905, -0.24289916555523672, -0.39758249254605765, 0.02622546270986901, 0.14996123902522562, -0.25463747218999366, 0.18628515453550712, 0.20402390649358468, -0.0740832233442102, -0.1063992828578147, -0.1561112399913906, 0.33761879249224325, 0.13291668958327021, 0.24293389864529455, -0.11688089973391329, -0.3648045736408814, -0.05803583574093378, -0.1069738871591774, -0.1195234119588876, -0.1652416287984281, 0.128561985193784, -0.227605924210998, 0.16717418647263968, 0.3581575752618323, 0.030779654062163937, 0.04549721761898273, 0.16806167546489698, 0.07737595227965126, -0.04796455632177293, 0.34723241430220686, 0.03550322761926126, -0.029648493623219235, 0.1105120985981362]], "b": [-0.47595361299796146, -0.047870158060787496, -0.3533446500525808, -0.0638088923055879, -0.13292851343273354, 0.4513904574557408, -0.09658705224176525, 0.05287397072154522, -0.12913921661800876, 0.18392144254849743, 0.2292992363223295, -0.2768047613701376, -0.17867126020034668, -0.2953707558699801, -0.19699348988480253, 0.1092402740918891]}, {"W": [[-0.4380103781223621, -0.4775227728136056, -0.031874686171536465, 0.41998806712954, -0.11691225861419967, -0.07688173082506602, 0.00905778236835356, 0.12796450465861195, 0.1757669627657443, -0.17645462691540859, -0.13910463773484016, -0.2188606695222664, 0.041120025619947924, -0.036435761268364605, 0.3286493439519393, 0.18332134481049805], [-0.025116393461777235, 0.058003123944550435, 0.20997292888282848, -0.21442135915619098, -0.22686973945849176, 0.06991661771884458, -0.2988511042165027, 0.5255360171128871, -0.09504329833610012, -0.09583093918353475, 0.2462649369662186, -0.4836046479245635, 0.3497043257832381, 0.3129311448654404, -0.32127854577268594, 0.04227740548172319], [-0.1801590830903822, 0.13636441124725973, 0.12359997647985395, 0.24042123890975492, -0.12066566572720477, 0.570063896326316, -0.020594952229788056, 0.4134524911533663, -0.2388138858890335, 0.5483362369568292, 0.07494589849270233, 0.04974825889830002, 0.2663098913147108, 0.07055355018194309, -0.19592065218962001, -0.15112445100013072], [-0.023016731959110623, 0.36794112391940553, -0.2706336846846064, -0.15826574976695196, -0.1165073555465329, 0.1797147547511365, -0.17464473707377465, 0.05603286222587944, 0.4180993010872386, -0.028032237221323572, 0.06175550478033461, -0.2902300201748684, 0.20879062612433602, -0.3775911232626206, 0.4317575189110788, 0.26385872121835785], [0.3113238242359772, 0.2432561207830662, -0.43257653106863886, 0.2485696555896614, 0.20621468940025597, -0.036691164840883, 0.021132139286598184, -0.310475814456013, -0.0810858627923492, -0.016442902983739235, 0.14578437450567253, 0.0840912034426274, -0.25667913712935764, -0.37886663918165847, -0.03487239912090468, 0.13626989667287318], [0.0052012005570051, 0.16222570977845446, -0.2899039550026932, 0.10707944073944142, 0.3803373578070455, 0.1798881709076602, 0.3691274788462631, 0.5300046438688396, -0.23758796665662724, -0.38614496947026267, -0.12990959464636662, 0.16008324704546842, -0.34081822973503173, -0.25617656614485534, 0.07751602030867041, -0.08338436836311895], [-0.14476992524523374, -0.12684093235541075, -0.06897899408570517, -0.0023876839303913263, 0.3013899500985401, 0.11521622713127044, 0.005989087629672185, 0.2913351014202589, -0.0034328096502728917, 0.11332926911192798, 0.6140294545437043, 0.0356129118155888, -0.45270768283654034, -0.0013518018423674559, -0.45437454412104317, 0.439586907219763], [-0.10678931847899328, 0.11652012785075767, -0.5649827705678077, 0.1966991919634979, -0.17613259420364788, 0.2645840115764668, 0.2033987406886716, -0.2000384947588749, 0.13872795593870196, 0.09757886556883236, -0.1294896563693326, 0.2095625389826588, 0.3156823034957646, 0.08342540491337215, -0.44762549950666, -0.12612864529889345]], "b": [0.04186833254250182, 0.30915113987123155, 0.04533146016968298, -0.5398642675172249, -0.0023588885710082996, 0.16408506689455712, 0.4010906682712973, -0.24462242850218754]}, {"W": [[-0.23226554834304697, -0.21651843758037156, -0.7532464635173617, 0.15833367472174847, -0.09129423477506865, -0.04335346136509058, -0.10172612235315404, 0.10999436788202088]], "b": [-0.48415021818084075]}], "training": {"phase1": {"device": "mps", "arch": [55, 16, 8, 1], "epochs_run": 21, "best_val_mse": 0.23755916953086853, "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": 5656, "regime_filter": "bull", "created": "2026-06-25T16:52:16+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": -0.44966045946596667, "fold_calmars": [2.7927310010808073, 0.0, 0.7478383891721162, 3.8489485727729713, 0.554768263230599, 0.0], "fold_mean_calmar": 1.3240477043760823, "fold_min_calmar": 0.0, "robust_diagnostics": {"valid_folds": 4, "drawdown_penalty": 0.04009571270053388, "pnl_dd_penalty": 0.3333333333333333, "trade_penalty": 0.19999999999999998, "negative_fold_penalty": 0.3333333333333333, "fragility_penalty": 0.028, "fragile_0_05": 0, "fragile_1_0": 14, "trade_target": 15, "base_fold_score": 0.9268333930632575}}, "recommended_thresholds": {"i_long_entry_activation_threshold": -83.45847575006272, "i_long_exit_activation_threshold": -13.552102910012373, "i_long_exit_activation_confirmation_threshold": -162.3905985523499, "i_trailing_stop_threshold": 0.0, "i_use_long_exit_confirmation": 1.0, "i_use_long_entry_confirmation": false}}}