{"version": 1, "asset": "COINBASE_BTCUSD", "timeframe": "1D", "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": [[0.10457328511692832, 0.39934162859015654, -0.14063872504441777, 0.4437233138833511, -0.2401127926632557, -0.17924239540992093, 0.3802060107237224, -0.0704811198450431, -0.05234204733417204, 0.2951982550880632, -0.48872690840857524, 0.20939123748854932, 0.04353653726835788, -0.14080696398551115, -0.4623832718329531, -0.1004567948928852, -0.3425356263142839, 0.23336780633261167, -0.15984034760126573, -0.17115439243760394, 0.28105386268205523, -0.20356593733295128, -0.021608296271814174, 0.1413431331590203, -0.17334389286051285, -0.08137359768436883, -0.028414687974077476, 0.3889997748786672, -0.22589836797521448, 0.19919744524030825, 0.2902923978876054, 0.5054799614553563, 0.1979481586882238, 0.2603984767177159, -0.32767608200677495, -0.05854977759529085, 0.1927077589881994, -0.4960345900450654, -0.09361798449390596, -0.3118310720769757, 0.023682521222230756, 0.11109525220241548, -0.16928630969340516, -0.13440428613165467, -0.15370233680788137, 0.16716300415714713, 0.1711851105213732, -0.5337225103119145, -0.04943000385250766, -0.12237555563111821, 0.2758377952217567, 0.09812950675476126, 0.3176427350571699, 0.05435097231698907, -0.04346236339304471], [0.15029130115421946, -0.07540973197874723, -0.15160491567375256, 0.010219887126056836, 0.2617474170829289, 0.46981621970983023, -0.023994664840755884, 0.0018731848388736858, -0.5338081372021262, -0.2551769667787896, 0.036350147557871935, 0.17121996371702058, 0.09203862385467003, 0.34128886509607526, -0.024652340135557723, -0.2799650632550707, 0.09099718670067324, -0.10119504237928319, -0.040028639554104885, -0.28283073761069555, 0.01864560546937801, -0.18041478261335073, 0.11866806748597075, 0.2675329157918526, -0.23982066526308635, -0.2527884221493881, -0.08277406382522869, -0.3166064760440511, -0.11699413125169858, 0.04237509002246191, -0.06983789121331241, 0.08095751555724506, 0.22109067196155593, 0.2509596200035757, 0.3551035030940801, -0.3288303737129577, -0.24591051499597016, 0.14377919155338792, 0.21059853235721915, 0.18742550913936454, -0.1963087567333986, 0.010531635890675677, -0.30511900952749454, 0.1708445439901569, 0.15230566500013457, -0.2094065714918542, -0.2122461081916754, 0.07985367983381948, 0.03741435479441548, 0.013941023054332626, 0.09109655014056035, -0.3167693845700353, 0.22040428544260737, 0.13081287934939811, -0.10302978230089652], [0.39500256642939147, -0.2597032932199679, 0.425375095734068, -0.0690672904883602, -0.2593641236268447, 0.2924305189136015, -0.3831144882084835, -0.46967387816001227, -0.05395803207856255, 0.2488174832829322, -0.1074072752715089, 0.4311058472789018, -0.06371862133874627, 0.3918455093462195, 0.23032816754653163, 0.17152961172592224, -0.1522735803780161, -0.011784597885605604, 0.2810631526446683, 0.395751133683537, -0.4486972370995879, -0.12036836647529323, 0.19975242723286837, -0.03883116740680881, -0.049952875966520746, 0.02370802459437991, -0.14129602018999693, -0.3199437872340809, 0.2884409651805896, -0.21538351577689938, -0.19745854051128744, 0.3612597444911386, -0.1434794231962923, -0.04057860149055594, -0.019790883816328708, -0.1901292929256735, 0.00257481220195006, 0.03336239484976923, -0.25401580456899453, 0.4007186109781353, -0.21646799402717048, 0.48983316678880173, -0.26716784908708385, -0.23952766334378223, 0.4231376711731424, 0.13626752498694575, 0.18815459722667388, -0.26201312264207377, 0.5399092665696361, 0.07248577150590164, -0.24405367806017578, 0.02862482080440932, 0.10822660873534753, -0.41602670799064423, 0.02711525992953584], [-0.08118635678358424, 0.11187568524123895, 0.15981676146698395, 0.24920043286996213, -0.009262459175908348, 0.37452193261881933, 0.15928547092038992, 0.05375900206499012, 0.07691221596562944, 0.1480999340721439, 0.11541032261992466, 0.21744963492527378, 0.2155074531667916, 0.08993820553369775, 0.09364415366717244, 0.4636683093095877, 0.016379594887359947, 0.14937748946168203, 0.28684740776150713, -0.23293433918948742, -0.22613724378969438, -0.0157350600371666, -0.36363953236597724, 0.10359411841207868, -0.056788746871463694, -0.4665261474988804, 0.1651086691307276, 0.3200637289043612, 0.04104186284705125, 0.2677271190186546, -0.14387745020124265, -0.031999271555736127, 0.02718556408964591, 0.23552080460929153, -0.11839295981817513, 0.25620884532439203, -0.5818225557488276, -0.08259399300250378, -0.19302599849155327, -0.41109331834917096, -0.14994943513139253, -0.007844169306775929, 0.5031678222068057, 0.12743718901679793, -0.49724217000661075, -0.27829413260640795, -0.4815342612633424, 0.074019717478928, -0.17737800138940077, -0.07292685669876556, -0.06805352474661931, -0.24878454327390082, -0.20091942953571296, -0.2692824782741177, 0.3330463462773935], [0.08247378225437578, 0.0479580732133283, 0.17336045540137215, -0.2715633519816365, 0.1846761830641774, 0.10111623695365277, 0.17851049217902848, 0.2018021943880664, 0.37856330491396073, 0.01838779028652054, -0.11172616019523651, 0.38972339826903524, -0.16931719146813895, -0.13644962612443046, -0.04833810481536457, 0.15208653982435022, -0.19971624401619964, 0.3608844878877271, 0.5682752520506853, -0.20784981255249657, 0.33265943369171924, -0.14336714870715817, -0.0430325248063935, -0.10565526275817666, -0.12427500495006841, -0.39782523013275706, -0.029563757809960612, 0.00028844838037470413, -0.27289599591063246, -0.48397802202513135, -0.15468511687305414, -0.06627941720032929, 0.13872363362577628, 0.11859235120818287, -0.028688435991806753, -0.16685599374700336, 0.08161264205288504, 0.08043454411837932, 0.15955667917753333, 0.04538818952563136, -0.3380010393506958, 0.24622626084412128, 0.2517337592611129, 0.21157703835263372, -0.006447798234211703, -0.1464252219557056, -0.20467484010194045, 0.0016311219193835924, 0.2405719451743017, 0.12504780593911127, -0.29751786884702375, 0.4814211002551547, -0.060330732332832926, -0.05759883201793749, 0.13230627311619136], [-0.13879696327360053, -0.05325288384553982, -0.21424740607914222, -0.09257140464375302, -0.6114743464652679, -0.3767641303716773, 0.2699195356656788, -0.03515767520584066, -0.3649608798503348, 0.406934529691792, 0.2227351618670732, -0.20648593264399215, 0.13736651897574065, -0.08681271905552256, -0.1587189241519944, -0.3181695324069687, 0.10282857515346747, 0.24609933703603104, 0.04682190641001356, -0.07181748058302842, -0.12721430255614638, 0.2916380653728369, -0.14090395148451829, 0.16205071795876783, 0.17974976077187424, 0.22802176740296795, -0.28084452498030404, -0.12089396959243214, -0.13507170879708968, 0.1527280942591978, 0.05710028186284136, -0.0670645531095415, 0.09000674726336455, 0.3069828459498242, -0.12254591561769082, 0.1420209604794609, 0.27729047121915534, 0.21298764632786732, -0.27549397342347376, -0.05881204995011063, 0.006458762286960849, -0.10413070753397378, -0.004183322495507728, 0.1710853451244186, 0.35906359481809236, -0.05936790676905822, -0.3517145093204477, -0.06653079607023751, 0.06442800881964113, -0.38683233812806533, -0.2097859053495639, -0.1474201017639747, -0.358996842313944, -0.024694281562709468, 0.32662224188445294], [0.0829935859333623, -0.2526529240417165, -0.05428442275274829, 0.3002921582367587, -0.1932951361660141, -0.02648608600981294, -0.34091754179018985, -0.28651170712704904, -0.36075492775279183, 0.3118032831664286, -0.216118900211666, -0.3234761736927327, 0.21120521716049548, 0.22801738098188645, -0.02184620057813137, -0.09322762655492665, 0.22330623676522565, 0.3570652942593488, -0.2274600446423518, 0.1630362193973571, -0.33932656120428145, -0.27963590160637786, 0.09223518257381824, 0.10671421013214806, 0.3383480210399742, -0.10859894257415151, -0.5592929936443334, -0.02554180094192854, -0.100852871616603, 0.20993771549588658, 0.11598347278627245, -0.03426634228144759, 0.07318686103676972, 0.057788235714238745, -0.016348275411336925, 0.20356380447114075, -0.07545750032060936, -0.2570374309230262, 0.24109585633194883, -0.30895410237623694, -0.4952072549852791, 0.2961777153571409, -0.02709010671862082, 0.19501544043446697, 0.08102187464268608, -0.020391089622549007, -0.17319652913198758, 0.3590499678491614, 0.1159362131064832, -0.08966360462594589, 0.43277769474611943, -0.18645005281189342, -0.21716234686534416, 0.1157400664899475, 0.39581373990714347], [-0.11286349688022795, -0.01611259846047025, -0.052032927347459325, 0.017279080582189184, 0.1716634790710531, 0.0009528293627185866, 0.09243032028056888, -0.25959876142543337, -0.09744209148287189, -0.03804822264004092, -0.13912588201678372, -0.208098976104133, -0.6000145015599195, 0.06493853592436091, -0.25501704855141194, -0.46981307926028226, 0.5179800211546718, 0.24217749676108352, -0.2894024767951306, -0.007598103694768477, 0.17900191051096073, 0.16817133582475127, 0.40784410051671516, -0.1063697991961146, -0.301056067989303, 0.44562115704651467, 0.21149014003547892, 0.1586908724294495, 0.05137340411410052, 0.02659849350733815, 0.3943050371471784, 0.24320243274663847, 0.01746388265555697, 0.43032273537234866, -0.04681656719124254, -0.06577187316402089, -0.06814492566463162, 0.44420198291709667, -0.30321153212179336, 0.49049641628636664, -0.4558913339355591, -0.3399580107087176, 0.2802955093989473, 0.10254537535159605, -0.05141739123341295, 0.4020794354108135, 0.34889831041298386, 0.1343449727541687, 0.3015175214240271, -0.17010519738168337, 0.20895959181318696, -0.45210909899317286, 0.21827303972711729, -0.050687391975368805, -0.480512560095832], [0.1721344801498598, -0.14187579028579492, -0.12604590793495182, 0.25608775780138265, 0.1530043246628337, -0.03940720167347191, 0.11535449413305697, 0.3894235511964897, 0.1849371970743745, 0.053691511724951665, 0.04524090440815613, -0.20867398014093808, -0.45569172164989086, 0.37714223516224704, -0.405945162067614, -0.3153453040855952, 0.11669261573430134, 0.029729997633190078, 0.048286227875376356, 0.0954683206947895, -0.2999948447495441, 0.12650140425339435, 0.04198707805539922, -0.10746808654228429, 0.07710949280503626, 0.30209381106180966, -0.09728509726268054, -0.07075246896744125, -0.09894036605505657, 0.3964179352790267, -0.17099736996836842, 0.1777000145212746, 0.011684532756303642, 0.20650308267202605, -0.12059404144159283, -0.14641876002421333, -0.27374450008663387, 0.1654704206145748, 0.5424001981382132, 0.065344519064882, -0.18399129157715247, -0.12396662571799573, -0.13250913741818676, 0.062042856852617796, 0.3930554715248355, 0.5302636990329049, -0.1687467618238284, -0.396423869260881, 0.44316958894743835, -0.005934650742395672, -0.10994484565134305, 0.2898257894932438, 0.08765894053436628, -0.14964185339066946, 0.3260180090935385], [-0.08096596655232041, 0.12028837656292264, 0.1508561253933061, -0.2144162442170469, -0.11059720814562371, -0.15456445090589377, -0.0017449255262099173, 0.14171580170172496, -0.14419760371171747, 0.005995668005141525, -0.11308450901817386, 0.027953378965626594, -0.032350627300258575, -0.14502748951282535, -0.1174742692408055, 0.05584069549173277, -0.39197273877808203, 0.2020208435607725, -0.14343129243271815, -0.36370008566374346, -0.21743739127954484, 0.1721198392750717, -0.2653060162322667, 0.16587368417233855, 0.21800661423979875, 0.10379664488990376, 0.09843021348506842, -0.12994379149602253, 0.09673538259193162, 0.2768533173722873, 0.1485464915848047, -0.4391067897076147, -0.10886936565860991, 0.16088375650235753, -0.4250263450781812, -0.09655433879572889, -0.43744402197189175, 0.02993469493280261, -0.11754942177990604, 0.18619963747054977, -0.05660074379381761, 0.2723074493998488, 0.3696076775612626, 0.24585935839290582, 0.1765050962408521, -0.22824111673051817, -0.043970642208201884, 0.054551259007505425, 0.21420669427660827, -0.0601691707268551, 0.07474821338968275, 0.4835570652472263, -0.32190871694580114, 0.041308345030216714, 0.07234042520636674], [-0.08586631423536528, 0.2830348028171379, -0.21542675686550294, 0.3402711720506017, 0.3682166214091207, 0.5291219665887742, 0.06648476227504345, 0.37528625027541146, 0.11701450293601631, 0.12995624908263764, -0.19312892887171978, -0.09031846692115811, -0.16798473935749697, -0.1530537720776522, 0.14061857210336814, 0.1461864561398075, -0.005308670971355595, -0.1373249538594707, 0.14417433380636163, 0.3074592179391872, -0.155652870503252, -0.31391502318791564, -0.05647544756037923, 0.21006318793848566, -0.107308564903905, -0.27207708239677275, 0.19614610283517706, -0.06840159868106033, 0.23677269660203004, 0.13854395570118613, 0.13341862485184636, -0.06184846998714662, 0.17233439723187177, 0.04668173825991426, -0.1777115895062577, 0.5256787408013176, 0.12872834857147006, 0.22397932290134756, 0.1469308630985088, -0.18408834298559879, 0.317241040134667, -0.34474830965557757, -0.1256736353549151, -0.10112251019598634, -0.3120361586909893, -0.06603711160138773, -0.36757763542921323, -0.5342039629898115, -0.07825728877057214, -0.3555178877404256, 0.2132213858596245, 0.30626774818797836, -0.3833640136873206, -0.5278505008694465, 0.22126742165200117], [-0.21566876022190046, -0.21820826509325109, -0.20648455128186552, 0.09916569877073089, -0.21991693856403338, 0.06617956355115087, -0.12874897265633198, 0.23926506768887595, -0.3220947116474612, 0.12626711582845082, 0.2636155071690548, 0.20993769383784366, -0.07612144989019361, -0.09778677351806862, -0.043803012482565296, -0.09080577652291943, -0.04193236494677565, 0.1851758520719689, -0.06503317656128503, -0.4225719364625136, 0.15858537425183217, -0.026163265615474055, -0.21989602305755618, 0.04121294455787627, 0.07454106869312907, 0.10046358714617928, 0.1333643819802824, -0.5908833870268162, 0.16860134814662198, -0.03975591548458217, -0.1832166722481671, -0.3758178627095269, 0.22752630186298148, -0.38656222514746647, 0.03061960292296926, -0.00019506134704666556, 0.061715739801526115, -0.2835158041607635, -0.1254902908135381, -0.06317399353447781, -0.09324894861172071, 0.4506747516101994, 0.05419724598333755, -0.20114481722785052, -0.0803979406725789, -0.018268485397673364, -0.16759488609207734, 0.2854722258297132, -0.27645594140455026, 0.09163157813360545, -0.01975641043466714, 0.09942334979606036, 0.11775482402702722, -0.2141055821762385, -0.07637045915418894], [0.12894622791665913, -0.06398260310009538, 0.5050835690987375, 0.03452886316273532, 0.11459632302741535, -0.3255896229050534, -0.17685241878347327, 0.0933785385001843, -0.011722545968358212, -0.5829862171873998, -0.43595324112700296, -0.13863690233565532, 0.22413425406656104, 0.21235457248729867, -0.19129285580797567, -0.08531788044357205, -0.032798493272980775, -0.22063357329104016, -0.06562655416021931, 0.3263697682733681, 0.08386635973891579, 0.13887022929153497, -0.22961179461696912, 0.23533612046456948, -0.09150441594839125, -0.04905265851646307, -0.25204715738152383, -0.09009265034961475, 0.39274769881365806, -0.22593986534996024, -0.06725572329542623, 0.06447982895850426, 0.24746352308753153, -0.43714000286701477, -0.4246893944910863, -0.1541149957625956, 0.12131718470992531, -0.011101990980037007, -0.1251035614460251, -0.13200568559424128, 0.09471461688142932, -0.3328324586258102, -0.35384256107309053, 0.0159110282489039, -0.1531712341652732, -0.26485474799659403, -0.26448890700137156, 6.742086319608612e-05, -0.10469416189678976, 0.41177154438643127, 0.0440534176881396, -0.38346193857770106, 0.2515944047124014, 0.5477227438671168, -0.6857865514751923], [-0.4102326147144147, -0.09066655863883524, -0.09887673034072766, -0.27090583600057944, -0.40350302078238853, 0.005383346678927461, 0.020622486503804684, 0.276187812619152, -0.08929275256688807, -0.5364790472211249, 0.15117935949108752, 0.3097216218700265, -0.07382844002584184, -0.055002039125372416, -0.17581708137703178, -0.05903009568887055, -0.3644509620515184, 0.14982380449122923, -0.053727874649506874, 0.12698152133533633, -0.07536116410465304, -0.3960019801489941, 0.5181338725427893, -0.677441239649578, 0.11289773922342261, -0.03548553906510051, -0.4957481973833923, -0.215491806408146, 0.11527014708023336, -0.04956505072462156, -0.28810227473930916, -0.06650665762289762, -0.3653563010456134, -0.6595542215331097, 0.0017011779645710531, 0.28600979138183613, 0.07677653896826574, -0.12247489434265085, 0.0016444398990725045, 0.07502030163921833, -0.11439151208771813, -0.14912881651988844, 0.1506594996086166, -0.11042638970402664, -0.29053735075770226, 0.04747952181435245, 0.2172959079820297, 0.14283378132835697, -0.24553048952899123, 0.17567324385831665, -0.2178273601571395, 0.08905154875963486, -0.24419883673842208, 0.11175274456236985, -0.5227552032511059], [0.2552068103382144, 0.5527535203873273, -0.3378604588580423, 0.05275421528080946, 0.021287758912478354, -0.14409921115050855, 0.13940604886779695, -0.24689705731432782, 0.1388719643397375, 0.16418836746085266, 0.11604215066299021, -0.026354357068264805, -0.16750302810917161, -0.1864581259495331, 0.08194852999525709, 0.17605056206005043, 0.40983784706452886, -0.19736908261052524, 0.049886545556484516, 0.06439353732970446, -0.024029150310080523, 0.18397347531119498, -0.06345059115613161, -0.20525058032092564, -0.07403286651855032, 0.2739249433974634, -0.4214075250323212, 0.12525601628252464, -0.14388470555270472, 0.014387298492362352, 0.1319485412231967, -0.2105643219952427, -0.11150183167567321, -0.022947386732805435, -0.28908101340462555, 0.3703702857254685, -0.26890768520077535, -0.009885104311718098, 0.33519607661334083, -0.05190578052453408, -0.26738525464601315, -0.3113636704467922, 0.15509276250483198, -0.1207134777067965, -0.3294345862146754, 0.09435568884039608, 0.4155266961218654, -0.15772692866538646, 0.272226735627948, -0.33379943132408635, -0.3298762343878116, 0.07274641293759189, -0.12939050566987487, -0.3132294849268953, 0.14866111451237024], [0.17836663727335467, 0.38958668853514633, -0.007471910390689861, 0.21105139561087682, 0.11201748406795169, 0.09500402017696302, 0.38530249053828886, -0.09804936487738153, 0.32586279900945747, 0.11027559150409667, -0.18893281349357086, 0.2913862665198025, 0.17471845814300646, -0.1288304730313534, -0.12144720728043312, -0.001041743376046326, -0.061684431342817786, 0.18439510087251254, -0.25383106894302837, -0.08655582681503797, -0.3486487975246374, -0.11051457563982325, 0.2857025641702606, 0.09728792039887638, -0.630289605291667, 0.16205865042744713, -0.0892184524303346, -0.1831561448545804, -0.051414178425938255, -0.4828278749055804, 0.15083321014476853, -0.07038295258441396, 0.2103207311367397, -0.15530846565725245, -0.004757535719849373, -0.07707507586760001, 0.08518796296876771, -0.15144844461238482, -0.10583342284185164, 0.19661063251731106, 0.02943458067655957, 0.2813385106401695, -0.13313204857812452, -0.29141102161927374, -0.19259541470073946, -0.4119022326422292, -0.29337830091593486, -0.08412578780643369, -0.053533218482484796, 0.41833129155606585, 0.01928628435161881, 0.03436200256461654, -0.1645604231427322, 0.3579183200004439, 0.2925022273043777]], "b": [0.45907169482742105, 0.5154244296636774, 0.41053552201587173, 0.21634421753376093, 0.13312917193367269, -0.06081803505678187, -0.05153993593072089, -0.2875747001339916, 0.6612248418163348, 0.06755552336583039, 0.2920308182387262, -0.09050419984513476, -0.3648437055874893, 0.013894128348181524, 0.13038121507975986, 0.20195048971402346]}, {"W": [[-0.5590354552390007, -0.01145530682458367, -0.18829395290585985, -0.2736061197648521, 0.05033245638815189, -0.29044447256058875, -0.3060877094926414, 0.104995037683057, -0.2844468222839167, -0.0550653720476096, -0.1456928008699413, -0.008691731209619358, -0.3583437639174024, -0.11452631427485843, 0.10978646383437704, -0.36733093240584935], [-0.18081184550708845, -0.24101818035693173, -0.3617954469369013, -0.2275503357456203, 0.05865496547407078, -0.12486295308632642, -0.3070228129417767, -0.28098197212266124, -0.14499825381593284, 0.2652101707458646, 0.35529740350814903, 0.1586792487323431, 0.46277137528090906, -0.30712493466204804, 0.06625454255655028, 0.19000669574650672], [-0.12194692200195896, -0.3193079072469239, 0.03921375800021798, 0.47722026000600704, 0.15691533056274276, -0.10216368415804261, 0.13210360039221572, -0.4033063973250944, -0.13838005097620074, 0.07586466467076854, -0.4380780219368491, -0.08450612917444242, 0.06297863911013168, 0.00175299133290871, -0.06704709438314119, -0.09695491884226037], [-0.14501086780171185, -0.12387385517035673, -0.03444524353170711, 0.2169420282840628, -0.1509189700390921, -0.3681301355614118, -0.08039169569374921, -0.5538667706088158, 0.2857298879328187, 0.520720588478031, -0.26917347844590583, 0.17128917636962798, 0.11539803248878265, -0.1711133921552394, -0.11436143771439816, 0.07077334956044057], [-0.19241606475013467, -0.06089651513290352, 0.03919826478326664, -0.18354698811747933, 0.15220826905975296, 0.09406252086768238, -0.23497430209304165, 0.10455807160333155, -0.19979436491116637, 0.34594207695038165, 0.005080551083747831, -0.1515718549510747, 0.7441726558935512, -0.041274559040288136, -0.14934032494919894, -0.08222578451235575], [-0.3407486715616025, 0.29035806203457876, -0.8608324271195238, -0.2754647938176674, -0.05369920880119342, -0.22393837272312483, 0.5456727523169144, -0.3217055028525909, -0.15811012338094482, -0.12070713837481947, -0.3441646409291227, -0.3126513950763241, 0.6105469526552929, 0.3730503062534006, -0.44290459727639697, 0.05688635543486773], [0.10858600170707877, -0.22522329993135706, 0.1365302803792124, -0.3432157781003806, -0.3725539273754552, -0.552086306163698, 0.2536907830274796, 0.25083753923035795, -0.14444885168927968, 0.3719663845555103, -0.16402524147621708, -0.2934435120788693, -0.2181548887875412, -0.1450571325851604, 0.12319714149954128, 0.26097818531802336], [-0.24154121388304695, 0.35482629595343057, 0.5661634417369777, 0.1653782994774461, 0.05545023193814558, 0.03519821560618395, -0.42214767417202204, -0.1489827018447437, -0.29166182013496245, -0.1851844987425803, 0.05274260169319184, 0.22486272574079724, -0.17192252849412096, -0.3954629016575909, -0.3702526847417547, 0.2376991106356236]], "b": [-0.10178371603461989, -0.42056764546489533, 0.230672752834816, 0.007200561981533508, -0.34323579775909624, 0.16149490514221068, -0.19901845014874622, 0.06670876871347005]}, {"W": [[-0.2216708862914072, 0.21156716481406354, 0.03766382105688479, -0.005611215659928258, -0.06995948546025468, -0.4651472810769841, 0.08165802127562971, 0.18558772201656082]], "b": [-0.6543555311276565]}], "training": {"phase1": {"device": "mps", "arch": [55, 16, 8, 1], "epochs_run": 21, "best_val_mse": 0.3240111768245697, "train_bars": 523, "val_bars": 9, "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, 1D.csv", "data_sha256": "cd7d27a2fe2acf2e71069adf804ed2304e81f52f409d82ede882ca8c1589284e", "train_window": ["2015-01-08", "2026-02-28"], "seed": 3535, "regime_filter": "bull", "created": "2026-06-25T16:36:00+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": -6.897100173226233, "fold_calmars": [46.50709472786428, 0.0, 14.915298757670117, 1.492469592764149, 1.0072675606430719, 0.0], "fold_mean_calmar": 10.653688439823602, "fold_min_calmar": 0.0, "robust_diagnostics": {"valid_folds": 4, "drawdown_penalty": 0.06566350280707994, "pnl_dd_penalty": 0.3333333333333333, "trade_penalty": 0.2111111111111111, "negative_fold_penalty": 0.3333333333333333, "fragility_penalty": 0.088, "fragile_0_05": 1, "fragile_1_0": 19, "trade_target": 15, "base_fold_score": 7.457581907876521}}, "recommended_thresholds": {"i_long_entry_activation_threshold": -343.11819910964914, "i_long_exit_activation_threshold": -186.5177852221082, "i_long_exit_activation_confirmation_threshold": -382.78775682256986, "i_trailing_stop_threshold": 0.0, "i_use_long_exit_confirmation": 1.0, "i_use_long_entry_confirmation": false}}}