{"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": [[0.10400311768071813, 0.1846992992204926, 0.1422332032716342, 0.4420790013868535, -0.13994875543195573, -0.09570744011965157, -0.18890321076304784, 0.22879423399125962, 0.0012625468767503457, -0.2966310651630034, 0.4932897974403488, -0.005933629345340826, -0.14602202090046462, 0.01597452743757971, -0.2515751196270819, 0.17955387102290293, -0.05253235246147604, -0.46960808089488276, 0.22408116415375082, 0.17614067178672738, -0.19663352455213082, -0.029276737912883766, -0.3804755332959905, 0.2108313174191082, 0.11639210033094494, -0.050175756610321226, 0.30891450564311845, -0.15195736819301267, 0.011423735536899163, -0.07709311026499036, 0.057344850647669275, -0.3737940612615194, 0.18348300255183755, -0.28813139064833637, -0.27072106069975305, 0.5694555946667125, -0.10796635232037725, -0.4095255153622966, -0.013517552904221488, 0.13655439476484646, 0.21062663752653768, -0.06920133688993946, -0.4713161890342639, 0.028087974802692574, 0.10958885814181385, 0.11752741641997437, -0.07896955283894179, -0.03680160847640884, 0.14310194189106365, 0.2259177506974917, 0.16617161018240667, 0.05232567428653942, -0.26475171170971173, 0.1282861827468217, 0.10184819088506723], [-0.28826799717072943, 0.2446071817765253, -0.0576123769818336, 0.07986896887236826, -0.1375792714940042, 0.08283286761273476, 0.002560942779514899, -0.30905288812725673, -0.3714031410567171, 0.09393715235996501, 0.09528590227394243, -0.26095812774193783, -0.12677662161524939, 0.16117586382555882, -0.32174396643437664, 0.1002850491134501, 0.280441454520446, -0.2649611040438651, -0.0004774943966324441, 0.6595476884866723, -0.3142050778589092, 0.37331634818394677, -0.11505504205273065, 0.2830030224310519, -0.27384017027038926, 0.02455660812896998, -0.24737271495330965, 0.14924174462229492, 0.2965299663126737, 0.19662290478258818, -0.437016001722693, -0.3103339653763667, 0.09952507446427919, 0.012522955377823861, 0.4052528622744506, -0.19270481739867354, -0.0952451861356526, 0.23738570860762917, 0.18897898143066555, -0.06915965241113983, 0.32813486815943405, 0.05514505227690111, -0.1633987821398558, -0.06241002833336809, 0.22621261964374378, -0.6383982308710626, 0.28107108420981264, 0.16432163946935713, -0.12413163375511313, 0.2188835785481931, 0.3107508598250058, -0.28424203165078377, -0.09010890126570367, 0.34048922546167937, -0.03519059690827854], [0.1486259711793499, -0.25089605434474077, 0.01937576064171595, -0.2857933551311571, 0.3205629047390152, -0.3950983599348509, -0.05280671396813441, 0.08724104688662969, 0.1427250933210878, -0.35174401750681894, 0.040698937601880855, 0.214286587820588, -0.009012941298281747, -0.20470880031239735, 0.0768430382300227, 0.21145641589190595, 0.242000700400531, 0.10862599164589677, -0.03979624707897534, 0.06292917555673334, 0.2895635315328568, 0.007580250020300085, -0.10207741406681647, -0.28344858126354583, 0.06849018552311915, 0.45400453501139754, -0.01529650625012667, 0.25105723651169465, 0.07411054469403063, -0.4755737109533964, 0.16938733766712433, 0.029457243200062194, -0.1975596526868042, -0.3612992251124893, -0.10559933618896303, -0.339122428493815, 0.21294220991585486, -0.27650779146456483, 0.005637844701352798, 0.2319970878245457, -0.34728624261606444, 0.04061193640048315, -0.10568284092721017, -0.13132901419010998, -0.6738422675140449, -0.38457370273494246, -0.05485015621114654, 0.16751840848678745, 0.18030361970512887, 0.16626531009693668, 0.3004234311472844, 0.402632623929616, 0.05541192795139767, -0.07054288686552986, 0.026320099042785268], [-0.24631281201261324, 0.05106068904529224, 0.3563903481042673, 0.22772636111260935, -0.03788847713363828, -0.21836089722787963, -0.07244336954619607, -0.21848227866850983, -0.36275914853333, -0.052787791542406086, -0.49371436478001673, 0.3313763123771576, 0.1661192887118405, -0.051425118784861085, 0.372277807612198, 0.009679451132747811, -0.3195738703928526, 0.024806702207388034, 0.12961155839787172, -0.22164303531218765, -0.20759909203047217, 0.3882676404350694, -0.027271034178564003, 0.19671775100784328, -0.16140176321736313, 0.20740357171635931, 0.23867635532194575, 0.4412609553431607, -0.33571123788827567, -0.40345151004670804, 0.06475975746254539, -0.2048110836215547, 0.02475554458126026, -0.005531747549689333, 0.11484386561777629, -0.4331011924434555, 0.11052554084104155, 0.5737890074098789, 0.09084669897615379, 0.24874558134860053, 0.09175176380931672, 0.2335609335464095, -0.29258863125625756, -0.1609456336617584, 0.135044293641737, -0.1613424919633191, -0.15220700244154434, -0.018180447411469965, -0.008604647697293098, -0.2953094691791668, -0.3927375076016888, 0.541388810737809, -0.1127889985796998, -0.051198758212880245, 0.1457260863709959], [0.18178938306141712, -0.29962304064775996, -0.004452684033291989, -0.2697832066776664, -0.21854428937467735, -0.020427811536861903, 0.10662861186558495, -0.43466949263625204, 0.06849082091895793, -0.3038496004724136, -0.058558892500572356, 0.07804264377183569, -0.11353294956277282, -0.4287282500919265, -0.14392234025368716, -0.21493400923027245, -0.26304987905999927, 0.2802974123252275, -0.15708983053404466, 0.42814584375376247, 0.22478774005404475, -0.1304353742315696, 0.16750161090006224, -0.23461417668592635, 0.3288778701072087, 0.18986183334941317, 0.18311925768070958, 0.19901987276623254, -0.11988626621096019, 0.1317304919538961, 0.06819056794724859, 0.37527437323063717, 0.31045913807871683, 0.09733208071319474, 0.12931513380269566, 0.34125182196682735, 0.08286308448917191, -0.0737514486831078, -0.004334687968888425, 0.10888592146080679, -0.17262964816841864, 0.2609244355841888, 0.019546847606965453, 0.11053967267831946, -0.05440981203471306, -0.14161120257550486, -0.11019906279748455, 0.11744613378717883, 0.24179172928173187, -0.11963606898957967, -0.1551237421601842, 0.16889732769640153, -0.1702071902806233, -0.10306387258008978, -0.17796456258613552], [0.24732662111267234, 0.337499477175003, 0.1058071604726255, 0.19356837118733536, -0.018292780673586136, -0.08727602169033802, -0.23740721027808878, 0.4915088137641511, 0.154401393800838, -0.41781988649715973, 0.06980030252881919, -0.36858431540351344, -0.10683434478787682, -0.017812634460278413, 0.03894753826431015, 0.03332722809266071, 0.1517691057745702, -0.06895346227967522, -0.04990278177382208, -0.07575299986307488, -0.03584736211354483, -0.21751892097719702, -0.2090128549555098, -0.10012329286139224, -0.09915825453976329, -0.006498890099788181, -0.3378757638792057, 0.002428561705972075, 0.2121550424213355, 0.15148857364003734, -0.3544920698843519, 0.28226149036345066, -0.032682104989657824, 0.008656481065247093, 0.08930694955587044, -0.7712525252931774, 0.13649440327319515, 0.238678217283059, -0.06628768594687673, -0.18596871938751355, 0.09336530898170407, -0.5035878996172615, 0.02351885053506475, -0.048440656232574764, -0.131432602472247, -0.06603141643093272, -0.029208596234677545, 0.11315756243919382, -0.024138704804839713, -0.047132165183075246, 0.2043979796270826, 0.13471147164909122, -0.15330972573653445, -0.10702145905936145, 0.03298346868635044], [-0.024664964382817078, -0.012037619612968595, -0.1826330101486019, -0.15081419703639048, -0.4388559233193856, 0.10664899210766357, 0.13140168525328985, -0.03867589830019906, -0.22973874020523002, -0.17859331463558048, 0.11075650971323217, 0.5160621449382059, 0.2079260690119939, -0.06450085796581431, 0.1080838301609816, 0.030408767528510863, 0.019472391433424815, -0.08802373634679508, -0.007630037165757227, -0.027710625915962257, 0.14679727029530057, 0.10184033408322737, -0.13521867059065937, -0.05586301838560197, -0.28881483289922333, -0.2946262591753089, -0.40702608680977137, 0.3924624990511487, 0.23313191189710536, -0.28577401041843, -0.14765776476828024, 0.2041974292074713, -0.24253106636423133, 0.4677767651670852, 0.13253863714062936, -0.07764269996913428, -0.040160964996552306, 0.20377153546582924, -0.3192316490804457, -0.055716148503417294, -0.03947246008253987, 0.23018074584044812, -0.2933752843719682, -0.279117525758136, 0.06653686442978557, 0.2064017548074813, -0.006344007642339545, -0.07452812208376769, -0.24030420363545474, -0.4049162867004153, 0.1219790040836765, 0.1975881380900843, -0.48292126092713433, -0.12157397025988761, 0.2891776533954112], [-0.16487475971406937, -0.10536827782113938, 0.24907322597759252, 0.022122636455310055, -0.1907777174418622, -0.16339625077653047, -0.06977786082701172, -0.08401073496081482, -0.24915251311260586, -0.14420952055008335, -0.05976703238385298, 0.13202519632188298, 0.11022946756314488, -0.22112958783375067, -0.16510827320944285, -0.013422749047991456, -0.11021723640314586, -0.30819825544886126, 0.21161428010615968, -0.005320745257813828, 0.0302815813878929, -0.08400500277543527, -0.08319629065960638, -0.001571991133434883, -0.07252538194978056, 0.6168301186322277, 0.11452724122208326, 0.2333796141451426, 0.5004195866619616, 0.1672508620952519, 0.3764270592928644, 0.15038194636267943, 0.22556886816412963, -0.20515663913480794, 0.1667816458912598, -0.023325623868584902, 0.3146106741257628, 0.26366999502040295, 0.17035501606928577, -0.19333500451938407, 0.038740720367677374, -0.1874969958608926, 0.03645567961203416, -0.005576150925940845, 0.2280955556931623, -0.36575969786195933, -0.003040639148520011, 0.5003689512920616, 0.1695997549723553, -0.13221825844792703, 0.2657094726106133, -0.0480123763592244, 0.07610496995786106, 0.42728329219075395, 0.13074078867386854], [0.0899869921910177, 0.10134286852909295, 0.2743014019020933, -0.07313559878782162, -0.0116896798369234, 0.11160409824831355, 0.20708111975966664, 0.10915724232670254, 0.15481388025676718, -0.06025903667004403, -0.23066204722731734, -0.32259359516251807, -0.30277725299973984, -0.11444317990990376, 0.19713350029454618, 0.11726863965931411, -0.4260794026254598, 0.47176235493194363, 0.19249697987016673, -0.01445461045303071, 0.048984804444224136, 0.31693913042474375, 0.25743315153993884, -0.16210526985805307, 0.2604466614000649, 0.19212080024494493, -0.15977144622464495, -0.26688430493170995, 0.11719254035648645, 0.04899901570714566, -0.287094730405419, -0.15399042152479084, -0.3671261745336657, -0.0015364267526220346, -0.3957404058981251, -0.027038973447605613, -0.14674522363736459, -0.03600731620813811, -0.3244950949884927, 0.008669972412205457, -0.11335201057554554, -0.5155204233134671, 0.1444234168923382, 0.20027744987535182, -0.23497980582104233, 0.06564905262841082, 0.25663435578578164, 0.0032034830199168217, 0.06659907024061719, 0.02166613622676892, -0.3596755488615007, -0.08521452347571522, 0.6228545458666159, 0.07968931528776274, -0.049764734005654954], [0.17606920396244652, 0.018931559749060738, 0.12496195412116846, -0.17203074049224742, -0.016557416416092097, 0.18969834699808277, -0.1325844417639401, 0.030707863301305975, 0.01587742480880998, -0.06206854503092196, -0.15924723419953946, -0.20987940124506474, -0.47944420053870995, 0.09132934868926566, -0.3163645632439485, -0.03856770959146144, 0.10795652039816356, -0.1767981532878506, 0.2172576463432654, -0.08279485827171969, -0.17558852654624665, 0.4708087186365027, 0.40017242047900276, 0.15226094972079984, 0.1108248880112564, -0.17810488622123385, -0.029876931540698762, -0.11879281526725738, -0.18966136466135514, -0.19097734985979903, 0.1396681159422061, 0.11849206205495294, -0.16260574906303069, -0.12528816510065552, -0.24806572214063366, 0.1653438997480725, 0.11156063309952838, -0.049188823954928886, -0.24086037995887785, 0.17194571155020022, -0.05862269663051767, -0.44520777461148814, -0.01696367057310119, -0.04044892578288078, 0.13084436128530214, 0.0456577097485479, -0.07284276896009256, -0.13223246065865868, 0.31705184793791025, -0.06285901325620398, 0.4053814628596854, 0.4252092664728601, -0.2949976662005908, -0.05884326768890036, 0.0092734127426416], [0.4934021584363592, 0.23060443508107392, 0.17841762570022696, -0.015206545719273212, 0.18622269667009533, -0.14654052163275413, 0.25820147235421653, -0.23649092491055013, -0.19862294722496052, -0.13861423697590625, -0.3513687783460979, 0.34364692091920673, -0.17388253041691656, -0.15394548251404447, -0.0632983593382165, -0.13929895301145884, -0.1838328205849628, -0.18883094041239343, 0.05534643129917072, -0.3223400515889427, -0.17977439859586894, 0.6755681916206333, 0.062382169069875926, -0.003996757023046712, 0.04306423046209723, 0.013419831415791398, -0.17967473847409884, -0.10108644611381999, -0.14005126194020331, 0.4068566727515422, -0.15601345029943947, 0.4548459773997824, 0.44717986975084856, 0.03598055813989125, 0.2186879989301684, 0.012330000870952196, 0.22008661607461016, 0.24386402419551956, 0.05121433808549603, -0.3885067056945704, 0.20542841070206783, 0.05028154662693959, 0.43496243267680623, 0.18322002905184265, 0.27179420638903723, 0.2551649359710914, -0.061480319654034596, 0.2877616034512041, -0.02981004249129058, 0.07578816232980787, 0.2282180704258088, -0.09502709018360658, 0.145068155351497, 0.16678846931555802, 0.03221316822310075], [0.22823654652507347, 0.2568924505192408, 0.21233455233066678, -0.36580348356955444, -0.4435979474789392, 0.25771118949016486, -0.12781289613280167, 0.31494446345967136, 0.1950583848301087, -0.2202999548517499, 0.21043765981650497, -0.1553337266217588, 0.3106960637166851, 0.13875982667291453, -0.11598941475729718, 0.011445946753418347, 0.2729152962729292, 0.18282487830091057, -0.19578484182108885, -0.1195486469100151, -0.08787353777415614, -0.2912718920355921, 0.11294308184491501, -0.034518477492135255, -0.29402576879680103, 0.2711572967524488, -0.026480588896227696, -0.43573902853700347, -0.1996516239717376, 0.12374712362995816, -0.17125039275411205, 0.6588889680866156, -0.18382686571950918, 0.12469014441608914, -0.048438985458012125, 0.33333568182667184, 0.07622260178702889, 0.5053572143111489, -0.43286304116227303, 0.014707286295337865, 0.16316241339747833, 0.01659008085931825, -0.1424687062226009, -0.011612202782336253, 0.11210594055178742, 0.01248637618536929, -0.38197009928198233, 0.5548138958500838, 0.2011527544872378, -0.10800098352748622, 0.28173225014491615, -0.25757998002749727, -0.1273300415632702, -0.411814762592263, -0.2670581461199997], [-0.22618673635610942, -0.05748119491522193, 0.11656279881078865, 0.08175093553521746, 0.010761175568832194, 0.028935811340684202, -0.11284849908994801, 0.1153985497900658, -0.2860465028171902, 0.0034602359755145917, -0.032151882010310044, 0.15425600020250302, -0.1560724542893828, 0.503793442332282, -0.20642137388867343, 0.23736651547985932, 0.2950048246843887, -0.006396039631030942, 0.0812012361713252, 0.11363119532063226, -0.26617830044089613, -0.0988932396113195, -0.40209290830832317, 0.1376997185448137, 0.46304274581407484, 0.24826010807686072, 0.40425019207180446, -0.0032704780385226437, -0.05047593210966952, 0.10791866937871347, 0.02795025246429612, 0.2882855315338563, -0.351147510706048, -0.33558197267701195, 0.46994468098220316, -0.31553267398458495, 0.009811612517952928, 0.3501588727041073, -0.03160457914763905, 0.20286808867625228, -0.3250655862860654, 0.006601015579646707, -0.18160237720446304, -0.1747388436262987, -0.11206624256652362, 0.27053432775432407, -0.2564936772985675, -0.20394177119695142, 0.07597806792250639, -0.0722715791264662, -0.24518342858044478, 0.5434495251792898, 0.08471425703251637, -0.023976067338719938, 0.47939941662712054], [0.07638579138806742, 0.23362728355678966, 0.08824963469595062, -0.21187691449793486, -0.177157860289945, 0.060588972271645426, 0.28241184620409965, 0.0040583897026168735, 0.3239342840817585, -0.026191035752376732, -0.26646974234282433, -0.194529373558671, -0.26083598850531514, 0.411404154781675, 0.12307884234947636, 0.12051834387476437, 0.16500102169001202, 0.15844258445157955, -0.04707235552320699, 0.3211263586649594, 0.02866528442343465, 0.27892819319730383, 0.2452121128000726, -0.052762876680877556, 0.4317154275551559, 0.09216355887468257, -0.17213722243584945, 0.018560106907844615, -0.23989677061060583, -0.3316701425453224, 0.24403003786053387, -0.16230635254635553, -0.293546176398435, 0.14621294671131532, -0.15787292009933057, -0.5736858345728081, -0.2911767929694198, -0.1250846362246503, -0.14544048013757943, -0.07492973594501941, -0.01832063554214839, 0.33530972605116727, -0.22771994716874341, 0.009282471685255544, 0.12676050718056195, 0.12222640707057869, -0.7302510661866249, 0.18665350425710828, -0.25596511188331417, 0.14774108776843134, -0.14899641595945312, -0.19097805523122224, 0.17286221627449244, 0.2665386961193351, -0.09885127961869626], [-0.23398107792512557, 0.24245086529093035, -0.22105291393381155, -0.16400618633100883, 0.2387398022313697, 0.02584962282936898, -0.2048735483253728, -3.217707857981148e-05, -0.47615688255754623, -0.06299802341103175, 0.3811066005979231, 0.09594979541078835, 0.0645176156846641, -0.3944204057771287, 0.6515866429696269, 0.031895123917024884, 0.06928007741429601, -0.07986362490064879, -0.3598810323493639, 0.14447857571830874, -0.059849976817940354, -0.4893187228592593, -0.08521409754815054, 0.18367838836763647, -0.1788856275633916, -0.1820870313752936, -0.358253684311703, 0.3711073618430232, -0.14962840446131975, -0.1319622133094113, 0.04722470264606072, -0.23258705323475262, 0.10247271009481101, -0.21812174641505302, 0.19209234002642794, -0.06325245964169487, -0.2839660270114003, -0.350385513420167, 0.01596782152839949, -0.19010707499553425, -0.30608555633110396, -0.09223536609991508, 0.28577953674054857, 0.0707476247239083, -0.062476223019312924, 0.09611127596950675, 0.17258684548110906, -0.2067090241892759, -0.029931647005885954, 0.12379762691821623, 0.16612674342984882, -0.0684571779763867, 0.005340292199311911, 0.16688244702366387, -0.09807040737456925], [-0.32044284389610533, 0.14225413031932332, -0.1074961590439868, -0.10072297951829634, -0.5669422016472344, 0.07409706824573611, -0.11278787158511025, 0.17874160103556228, -0.3448727992865732, 0.1620539370588993, -0.1587767365566723, 0.1684381956535196, 0.33117703749746197, -0.08441589735811286, -0.10085833088260815, -0.2951237608026126, -0.03582346595880521, 0.1611719004478375, 0.15815486204117774, 0.16440675837719076, -0.0013354014012156995, 0.06527090457028153, 0.14562976865406757, -0.3019975941069961, -0.5354151659166891, 0.41998180567842475, -0.2698014140466252, -0.5917480879995235, 0.13083514579260339, -0.12121540792996527, -0.05876714896011715, 0.310853263803682, -0.03435430191955342, 0.16277503233851687, -0.2016043750300623, -0.4288731904149954, 0.10566722167005868, 0.47470241698861165, 0.06284924048042688, -0.37537933448139316, 0.019124542447279208, 0.18601718116699276, 0.0726440706359854, -0.15256058650741958, -0.12832930028217684, 0.09755314908661421, -0.41914004837692537, 0.29371383501195036, 0.03817042832235406, 0.15284072733285153, -0.12555845571826624, 0.2252093395005245, 0.14622282594228767, 0.4094406148520604, 0.00450262907248878]], "b": [-0.33414208495492487, 0.15709319803684196, -0.4693954778202431, 0.24769621666500113, -0.25760344509046273, -0.2597462824369131, 0.07062680312275638, 0.04935971132545366, 0.27577973952928414, 0.20654107923457282, 0.20218838322279709, 0.36549407121998156, 0.06473411077977224, 0.2579964683518968, -0.08485631703079506, 0.12254269269910964]}, {"W": [[-0.46921155449764584, 0.10573390746683607, -0.2649213920704475, -0.020837868618019617, 0.16167318546813403, -0.23455643145092614, 0.11365732701597607, -0.1369803962985202, -0.1945296209778679, -0.33294085794444506, 0.1425482108150831, 0.27359443136705097, -0.18578528405741962, 0.3670384956549923, -0.35624480788813573, 0.155103122411894], [0.40312744938798756, -0.1447012633170584, 0.24712686557991598, 0.2821466357078978, 0.1938201738292507, -0.41051832921036896, 0.2782010176098609, 0.21971201751911965, 0.013661818152997721, -0.14161163327664336, -0.14502253973874868, 0.1379949204710201, 0.35739547234378566, -0.48607948966228437, 0.07378310648197482, -0.016127753661047316], [-0.20668498390313095, -0.04125236376481045, -0.2545589822444981, -0.30643004218365166, 0.25524632007120984, 0.18442125164836798, 0.13100663249506228, 0.2875381957466662, 0.07698185536229883, 0.16553726913468275, 0.10933554867077713, 0.08860371065384959, 0.33146445666553054, -0.25127056657628083, -0.008263642988883449, -0.04435428975595938], [-0.29223571700017825, 0.05210433097839368, -0.3156102800712011, 0.021925112944149026, -0.13339266716927206, -0.11474080106806685, -0.23706204486901095, -0.37697572656482886, 0.0773389220583912, -0.028654433419569678, 0.03741914979830646, 0.08229015966096233, -0.1290259093229924, -0.3753527389048681, -0.2798874161533689, -0.210494285514654], [0.14660422506273024, -0.30860205785502043, 0.12282024570123953, 0.19761848199735813, -0.2892835442351163, 0.26512017364457746, -0.7220582497817652, -0.08356844669086735, -0.2404199580153624, 0.14742299520985933, 0.14316384209883512, 0.2836256703195288, 0.05187757624852771, 0.0440185700955293, -0.04753081341441974, -0.10144607028231842], [0.0522788547752214, -0.19535937748468196, 0.3775970158575623, 0.017727859281114297, 0.09824628446584244, -0.3362032152025998, 0.29304934507062474, 0.033611365553035774, -0.1160393598847901, -0.5106472701490995, 0.29521600068246934, -0.18349296181525804, 0.08256862954551578, -0.2360363401263247, -0.06768954064512014, -0.20845909287381928], [0.008086064676962431, -0.08777886537135673, 0.06521179393157953, -0.04814738742773203, 0.1938335736638312, 0.2027005615894143, -0.1662525926928195, 0.01210195205435117, -0.031921885699762856, 0.09273444505309514, -0.0037312651479100983, -0.026814905747441792, -0.14435809941532313, 0.2689461511769017, 0.2792209614369061, -0.6821602117844788], [-0.2529521688152396, -0.07839820519447, 0.12720651420194395, -0.09480096329098586, -0.3179875777613869, -0.13954384506409356, 0.12741994462598122, -0.08537599873812624, -0.0011246444482723855, -0.04555908013319693, -0.11151709005237281, -0.3565294898386713, 0.0737902557219065, -0.42810068428272263, 0.6159468967920214, 0.05928611921090629]], "b": [0.03049185942957401, 0.3375175671253211, -0.01193986004299851, 0.03170190211323492, -0.37306442498491893, -0.19156051300121646, -0.3034655990354173, 0.04330499385997094]}, {"W": [[-0.2641013469665767, -0.2176190070803122, 0.21117725159940187, 0.1382779760695937, 0.2897189954253957, 0.10330793507599734, 0.193651842686253, 0.16110775850752168]], "b": [-0.24624857038364567]}], "training": {"phase1": {"device": "mps", "arch": [55, 16, 8, 1], "epochs_run": 22, "best_val_mse": 0.25315341353416443, "train_bars": 8582, "val_bars": 441, "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": "7fa4edf0e174136d384e983a060db712e3e02771cab20e67a6a28a0c2c63c1a8", "train_window": ["2015-01-08", "2026-02-28"], "seed": 4942, "regime_filter": "all", "created": "2026-06-25T16:15:59+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": -0.9066518321114941, "fold_calmars": [1.3407659642230747, 0.0, 0.7764675410978638, 8.357051041040293, 1.7499758849146636, 0.0], "fold_mean_calmar": 2.0373767385459827, "fold_min_calmar": 0.0, "robust_diagnostics": {"valid_folds": 4, "drawdown_penalty": 0.06270527124203663, "pnl_dd_penalty": 0.3333333333333333, "trade_penalty": 0.2888888888888889, "negative_fold_penalty": 0.3333333333333333, "fragility_penalty": 0.03, "fragile_0_05": 0, "fragile_1_0": 15, "trade_target": 15, "base_fold_score": 1.4261637169821877}}, "recommended_thresholds": {"i_long_entry_activation_threshold": -23.281301234254745, "i_long_exit_activation_threshold": 100.40751749542594, "i_long_exit_activation_confirmation_threshold": -40.37559008922683, "i_trailing_stop_threshold": 0.0, "i_use_long_exit_confirmation": 1.0, "i_use_long_entry_confirmation": false}}}