{"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": [[0.3157931264878338, 0.1625395959971642, -0.2733632306437748, -0.14471069880708948, -0.650899622402581, -0.06183320738252511, -0.05674227901491875, -0.10120855897885041, -0.16214018200926975, -0.33693388037376093, -0.20557936527969545, 0.24099405207963956, 0.1423226881193459, 0.3112911134108484, -0.23612232772891076, -0.0436359913631245, 0.05471247709987419, -0.3079138920265355, 0.47051065908092904, -0.23778317080550868, -0.34896337460620125, -0.6353651443636583, -0.04786292585826489, -0.36590877943147015, -0.12360220403388272, 0.04242890226412556, -0.46122043300158233, -0.23120172184506707, -0.2648143294915486, -0.17948058105887588, -0.0660554263914447, 0.08448320347892901, 0.07948174455118151, -0.23148939385022868, -0.13162708055649192, -0.2251162783081964, -0.18178362812840004, -0.03699394398888534, 0.29044325198002807, 0.04302207623304545, -0.16372674222863964, -0.0818750083636089, 0.4371996426373157, -0.2594605509907374, -0.20866867662920846, 0.02088018533179073, -0.14093659836122535, 0.13000957832804386, -0.07181702205237815, -0.36447622762793225, -0.008455876818254198, 0.024189463175702006, 0.01329030805524712, 0.06934910296425484, 0.3043247141003174], [0.1922574623513283, 0.29714147493326776, -0.21721015045409522, 0.11740421856584324, 0.24808275842048777, -0.06504050114813133, 0.033404198357106875, -0.20465892884036638, 0.0496846248336955, -0.19126686972609186, 0.011283026644945605, 0.08786959233132717, -0.13044817312789467, 0.2494442915632979, -0.18300910635894527, 0.1262300517078939, 0.026838612389665957, 0.08611611093649418, -0.2146535645732289, -0.27239280671540517, -0.3334292293803544, -0.16437012990751143, 0.35770359646722727, -0.23373719157021183, -0.2732902064584404, -0.07122795787237736, 0.237939856171383, -0.0959191628459822, 0.28598217100465756, -0.07351916946886305, -0.014874885959695286, -0.07342461232577192, -0.30276201237042044, 0.29454218597873727, 0.2869963058233808, -0.3432934536577983, -0.2158135772924224, 0.0834988989067958, 0.2470253115202724, -0.11590469338548601, 0.21678154056549062, 0.1849334122818169, 0.21920112694270846, 0.31660851985430427, -0.024125969153042555, -0.14684945920705886, -0.017338251590263566, -0.2645779443717022, 0.3024008533882267, -0.04426342740489643, 0.37562571344642504, 0.13521587978866323, 0.2911696672822558, -0.42942492696478746, 0.19096153369515795], [0.40902598391822886, -0.34267146256286773, 0.20280531848577352, 0.027335022413141986, 0.14388920154999077, -0.168303731484122, 0.24852429563876022, 0.3106622175436064, 0.16054964496436622, 0.10295507600220309, -0.09715319672078682, 0.4503675343096953, 0.0915591194687281, -0.34229368904181995, 0.16510867552442185, 0.05701490342364044, -0.1414000029603754, 0.09117795676347104, -0.06497049497384327, 0.2872309978119059, -0.47789164847243076, 0.48810627217276, 0.20075192819113508, -0.11604154897124865, -0.08922783544297903, -0.20773758952631338, 0.03643624095423407, 0.37424017054958303, -0.04927094574368868, -0.03599169686836414, 0.05213899044621374, -0.06675184525090723, -0.22473438665767076, -0.05525460219616986, 0.04425463765013741, -0.09639722073870027, -0.05608160621164161, 0.08453667450958391, 0.1494139472824554, 0.33138613834753383, 0.10110375449612313, 0.11753948248126173, -0.3246006464798265, -0.16101154697937156, -0.0076522510266733125, 0.24252390857909456, 0.09667232865513198, 0.2142216194740613, 0.08257105286359183, 0.40705282892457134, -0.3190476702976386, -0.3138218541065654, 0.3288587063450474, 0.2919572447214722, 0.08494225920513042], [0.3264499571973095, 0.02936008884937255, -0.14724489572491195, 0.06324993644650219, -0.21575009798078087, -0.3768629647199702, 0.03823229614443137, -0.04930507718300861, -0.06675685604439963, -0.08732010903542983, 0.2055254252158965, 0.0637336331550375, 0.33202015248359823, -0.237966766550317, 0.44562214475945516, -0.17247205415133648, 0.09563109690673441, -0.08238890479468788, 0.14909252739390816, 0.1864466308044113, -0.10650656418554619, 0.28634847379340045, -0.1350334490489863, -0.14394123937095094, -0.2237110993718489, -0.18966942090866787, -0.06564927469298183, -0.2561279993960419, 0.16803610966377328, -0.0859125467514238, -0.13131462347408362, 0.026256732268882733, -0.13159292876526293, -0.13609392382593272, 0.006772517704120625, -0.2128472249079641, 0.1496056802950732, 0.17097031056528092, 0.26478048114706687, 0.08061253061176235, 0.012360913795858589, -0.04767835951065194, 0.4096833500230172, 0.08027193158352715, -0.01190605414604999, 0.03870793973458464, 0.14111250673643103, -0.043352469749129735, 0.18905873187674882, -0.2257133827159722, -0.0963922453847198, -0.01758259037431173, -0.23866745231155706, 0.15673782929503807, 0.21420063589661748], [0.07399901812106799, -0.05307768428366366, 0.028691360690457184, 0.04937923508481626, 0.040223586696080796, -0.5009869399389402, -0.18046296346405846, 0.0818705627550036, -0.27033750705611087, -0.3097215602122501, 0.4795261370666293, 0.10268571000781355, -0.23347223523096622, -0.00976833527032833, 0.12144072781994149, -0.02125444845316111, -0.10887239495350619, 0.1983105474355215, 0.027995177518838604, -0.40705091187739684, -0.2670699104286604, -0.18066620237877312, -0.045832628372419706, -0.22049948089458216, -0.08615184493199136, 0.048740223725466436, -0.16323602141173177, 0.269057590775205, 0.20188326470151008, 0.07710053311181815, 0.1405894099245618, 0.08685532496407086, 0.032003703230161926, -0.23734876412295733, -0.2591935192329499, 0.14687798921996648, -0.09227295221893922, -0.24534734461192187, -0.277290386668269, 0.2596833468578588, 0.21749801973519925, 0.12486448964034039, 0.24746311319233097, 0.42530718553583796, 0.3376712976162368, -0.31930874618480254, -0.3038747089650568, 0.17538973288734272, 0.47799927626772243, -0.3120397907212938, 0.045786233781839505, -0.028026732181193427, -0.27286937118986854, -0.19188683710608717, -0.23024759721491805], [0.38749859689616367, -0.30367929093565516, -0.5214454722400361, -0.0028619447841014382, -0.49941554984841446, -0.528577125231789, -0.17824315082093312, -0.051196610483132184, 0.3371111539388043, -0.0894540834123535, 0.3406189739113185, -0.47828362582280726, -0.06229560079966233, 0.05566751975898971, 0.05039234227052932, 0.2036585308071294, -0.07915364070881022, 0.09524402186446004, -0.06492156030971506, -0.14721044029031174, -0.1013042742752801, 0.37445552516907243, -0.10998691366126973, -0.41729355269360796, -0.4128951077739279, 0.3790999228530088, 0.4498380668588471, -0.14720644469323893, -0.14508226311418834, -0.07794365014320653, -0.3176155916966526, -0.027833925668360817, -0.01278650727522973, -0.22129221470249272, 0.04712111733731342, -0.1165903447319196, -0.14848637212226093, 0.06997947005568751, -0.25982868033271267, 0.13152106952042458, -0.11155022472228146, 0.08248197491211717, 0.10758008314023568, 0.10280643266736503, 0.37316581101496726, -0.11856399995332001, 0.1687164011050803, 0.190219540513204, -0.6434550106081196, 0.31338047855886314, -0.3882567361347672, -0.2822553686142455, 0.09425602611799411, 0.20349069262863567, 0.3696764633934163], [-0.38808174726899547, 0.01773262224034993, -0.0327274377867755, 0.2145375180114628, 0.11037200540220521, 0.030314302163656923, -0.050538481505824726, 0.08711457784862281, 0.04095183250074442, -0.3051314529652184, -0.3335347519980535, 0.03355462798532506, 0.19037959216150424, 0.18182228382829493, -0.0533319806285273, 0.4021694081527117, 0.022477309405322915, -0.2592785142934205, -0.15783814822176948, 0.013093082955920307, 0.37211039532977935, 0.14529075712615022, -0.17306133675615654, 0.05906668557928568, 0.0729987105584246, 0.17299345945492423, 0.028103345756584294, -0.29247095491064506, 0.041632392692364774, 0.26089688037467584, -0.18595704815780958, 0.01074102715445532, -0.057277685125097094, 0.2572004063660381, 0.3470964037228945, 0.12252049045660598, 0.02150924483928216, -0.1682217928654346, -0.1425870976577381, 0.5116752964797955, -0.011804716277492421, -0.25758762818361897, -0.2874502368302356, -0.025707579828105703, -0.18426744465612263, 0.09500274819715837, -0.011553413382873644, 0.2426916619901859, 0.3128221016093296, -0.46176934073856696, -0.013353357371186293, -0.2722419384176021, 0.15179561722297558, 0.14938869432700935, 0.2123396500307304], [0.38253581791098845, -0.43579309553268275, -0.05811917388745967, -0.3708018363784116, -0.11456251345943869, 0.2729748337391139, -0.25929498874358564, 0.24078799899631015, 0.03713101646419038, 0.10681146323178403, 0.1796853031028803, 0.46897165865938, 0.22082285530787277, -0.2420293631437602, 0.2133154344139373, -0.0674991356028837, 0.2202708452848043, 0.18718203751405574, -0.18025852656079283, 0.20332050571721136, -0.2442151792916012, -0.2454030903464392, -0.34232024102721714, 0.30459770551319126, 0.30662972234660774, -0.10664856962818807, -0.6147009095372497, 0.3114504838207201, -0.11971744544795494, -0.3695220597747258, 0.11177918725319627, -0.2692425642679836, -0.2978311922435233, 0.25518442412253395, -0.07924764813047605, -0.20566216513967542, -0.27827609744059034, 0.34467520406951746, -0.0271684412323872, -0.2632017366861293, 0.46724591414669686, -0.35630669251748426, 0.4843091339691988, 0.08122420129623541, -0.19412194120159537, 0.412555154421361, -0.03835533643612432, 0.1008675076012149, 0.08316490634306127, -0.18227152775462988, -0.06837468109365488, -0.2632151442712335, 0.05922545156762057, 0.22530086883767472, -0.22923373013833717], [-0.4927552238306776, 0.44217808117368224, -0.09248888084148274, 0.06717016348587831, -0.08435129101184997, 0.1301377984732744, 0.030372717319874246, 0.09092494111856499, -0.18215862505779273, 0.08804219724881004, 0.02565539444373016, 0.17674120401854593, -0.4076057870977392, 0.0006892736416967207, 0.049845238825563465, -0.07133716754755737, -0.2956855923222576, -0.15907232196524473, 0.13858383315984787, -0.17018825114751346, -0.10790073280350655, 0.2424151537358159, 0.1203716083951127, -0.14137035750772384, 0.001686770149059771, 0.18503120961147973, -0.43363124898094635, -0.22565344051634062, 0.014433442414066897, -0.14700786249798858, 0.06591697217966537, 0.1398863826959784, 0.06900640761051141, -0.09724352313915821, 0.26327184549561483, -0.11395567657423747, -0.20480406506732976, 0.2188850144802029, 0.027423522098116708, -0.1602938140483303, 0.2152891914219146, -0.18379884084985998, -0.2888646132679694, -0.07881542761257548, -0.09511740154292304, 0.24484886003928527, -0.04361980657162379, 0.1688896443529267, -0.0012012322288002374, -0.49242376261126597, 0.043473888542304544, 0.08941533684472765, 0.1174635148357175, 0.3101617602394009, -0.3424843759021813], [0.4816394119374205, -0.2612144144853609, 0.05223052322691014, -0.09262071009403304, -0.07916970920493469, 0.22722936259773313, 0.019151195516626984, 0.06431474068522638, 0.13593505398005146, -0.13346470382573167, -0.02927471203119692, -0.16396586810424166, 0.17904255231627744, -0.08460778051663295, -0.302578490655432, -0.20487980129357158, -0.028361519982841255, 0.16940396401241847, 0.06445785839754442, -0.23456998995547929, 0.47408653305911136, -0.3942614057833346, 0.15013222005894925, 0.08892974779686864, 0.2822263325032477, -0.12733917312452295, -0.014896212727179453, 0.03336892579423841, 0.494311359370204, -0.025348258204918712, -0.08143409717977036, 0.25414775479226365, 0.3765487362231649, 0.283909020771644, 0.2810483522189831, -0.3400745063560817, 0.11898788070326612, 0.09026703184667895, 0.05283989758185195, 0.06669910502014498, 0.06955296087279433, -0.21220818906918312, -0.492135958711813, -0.2519321213617305, 0.06944346381006575, -0.2574259638164959, 0.10805012919226573, 0.19613459564681165, -0.2847662922852042, 0.14918058164219333, 0.202884744449347, -0.2897095251078955, 0.44568391753915326, -0.5362738977623632, 0.17727680716370367], [0.3747614799836905, -0.27369369629494933, -0.06462889549847509, 0.033959197681183224, -0.5213571077525714, -0.19242618349179483, 0.058806509472416904, -0.23620577221969524, 0.4974263168985437, -0.05062374647742254, -0.06340166590432493, -0.4878679626172497, -0.11412351862227514, -0.17027965885423493, 0.09251781739567716, 0.4002215919778877, -0.09544894630479056, -0.04684486223800216, 0.007823361351011207, 0.042605034925174916, 0.1817114982941342, -0.07092691958922726, 0.2598270622859826, -0.1689348573268298, -0.032281631034489465, -0.12138169921064272, 0.1295228284094314, -0.20799793971531433, -0.3674718211643324, -0.4334781650003568, 0.04983464830993485, 0.08351117684617573, -0.2830981778872835, -0.10670855521428033, 0.13512060013897512, 0.0661801035399531, -0.020608746248542295, 0.1489851217715251, -0.44162827989835973, -0.05622395533589844, 0.0914366175798512, -0.043635267685320736, -0.05816016079946951, -0.22360112099615181, 0.36386738719774975, 0.37411072144798396, -0.6183188529329193, -0.282963997752746, 0.20708460627639233, 0.12550373685816477, -0.07684520436775676, 0.2732824416746591, 0.05260044177237331, 0.0744389086027407, 0.3192074137243227], [0.272701533791671, -0.2762214596949381, -0.16506075499000633, 0.08922558334221414, 0.2195821770739464, -0.43279110430040196, -0.27283145267988673, 0.2554862267146987, 0.2197362991975254, 0.5868563125019666, 0.1982290728300568, 0.08928087478909119, -0.020720534805667677, 0.529116274365927, -0.3878582144037917, 0.10724513222078708, 0.16653809689488974, 0.3923952795369276, 0.09811166777549643, 0.2601050288634252, -0.02122358203564472, 0.31961495679528606, -0.016965481036883064, 0.14461217941026897, -0.019230414028025333, -0.009447095408363547, -0.08893470518111249, 0.3327511405873831, -0.17767362897547892, 0.13792076663005565, -0.07311643059203973, 0.19429130037588413, -0.4247428467007589, -0.2224846315232169, -0.3282404547289178, 0.29717924391210815, -0.14320289565804248, 0.2180229855567735, -0.045079519237855886, 0.060208135093318994, -0.043233520674286624, -0.07303230365596954, 0.11698498228013024, -0.007192318197353511, 0.3098055141539249, -0.468005414867097, 0.012131541090780983, -0.1650992429535121, 0.2290780928966054, 0.11062518198477417, 0.19392661852407372, -0.3047165226439962, 0.11917296354691337, 0.014205912684292143, -0.15420584481274], [-0.2873462912464509, -0.5234971598986672, -0.3176872331372963, 0.3008422169444754, 0.025826133569667932, -0.241831489143242, -0.20782302566127542, 0.08419636084473772, 0.03288042183602369, 0.07052335662599311, 0.15962139751551654, -0.1451982140152612, -0.2280479299576501, 0.37116386685744585, -0.058518138466557124, -0.14960797101238127, -0.19276057510751823, 0.10611403593930305, 0.3344523176060523, 0.4514249706013167, 0.11895565084094172, -0.24874628778159588, -0.3995557669208702, -0.18911281205459407, -0.3090174514570039, -0.13369156353192893, -0.18291197314056476, 0.09830216567009507, -0.004997951782264653, -0.09527156154948846, -0.2861941218658689, 0.12265564174050977, 0.20622127222968614, -0.06820713120051512, -0.15066730129251363, -0.0661800520103743, 0.14116460015217386, 0.23181304193756475, -0.4095353846155573, 0.16155789214466315, -0.712736270569548, 0.3826785977337014, -0.12444732187710786, -0.2961248021665373, 0.2994890198372845, -0.2882669728581326, -0.04879091938824216, -0.30773295304710324, -0.35291619980721434, -0.10357030451780777, 0.11620635540751949, -0.010137361472516843, -0.09478218742952199, 0.10806071403830896, 0.2888973098242433], [0.027026703625252436, -0.1864584040992309, -0.20850824200302426, 0.09595620060291955, -0.007935972932942624, -0.280810187123325, -0.10870375543543523, 0.039513595698684, -0.002182697462839444, 0.5682146092605347, 0.17044000626943623, -0.07767394698306122, 0.1296033114026655, 0.04003615873182713, -0.12362311437283868, -0.18129831894002457, -0.174162765678863, -0.2664608365086429, -0.029293426165222586, 0.0853318013641109, 0.058587884581437974, -0.003368837634596781, -0.32528376716969853, 0.07253543084629333, -0.44546471126967924, 0.06199218559918919, 0.2955831626737011, 0.3083776495065869, -0.26665421664182143, 0.37633809279262503, -0.08764480396436129, -0.06647686510674858, 0.03681578484661194, 0.16781676836669213, -0.05414326973094628, -0.33127082377701533, -0.09119105394133024, -0.26343830975759763, 0.36189940107619134, 0.2171495001151679, -0.08633612962955581, -0.1840222073580654, 0.31353326862819536, 0.14021867393895968, 0.18489868104603596, 0.21886434565939777, 0.647953332404077, 0.2434000496149647, -0.027611331847434594, 0.06944910372762074, 0.21700182811658536, 0.23551008374026763, 0.4295570915724231, -0.09854182499999689, 0.10360593450311914], [-0.05468375542933104, 0.21638035411131637, -0.00729074427917689, 0.3092938341304821, 0.6659118527989378, -0.18978896752449473, -0.17090482584125172, -0.39415976289757865, 0.11523848016457904, 0.32522097260800387, -0.21884902079265675, 0.2598474475115974, -0.25437074527874004, -0.008591507325660976, -0.37743318410583426, -0.32244316872562007, -0.04472567594917186, -0.08390140599860554, 0.3324340219583831, -0.40022514048206476, 0.24533660326013174, 0.07378129132444092, 0.23556189927726315, 0.04475490557601581, 0.030279222353708557, 0.04085299292518094, -0.1423144839225778, -0.2549565561039374, -0.13359267076272163, -0.3479981214666101, -0.21657655100301026, -0.03375336351127437, -0.07774811021406428, 0.0942071953354312, -0.22644953104781726, -0.1908932493180868, 0.06404132332862755, 0.0186105701418873, -0.13576027974531618, 0.13816223952668125, 0.1277231655449374, -0.22162365632822653, -0.10732123325136791, 0.03294425431944308, -0.3021834654699716, -0.028700955157477226, -0.17981344814184594, -0.22826067166293837, 0.047310492971924446, 0.2975046233952194, 0.3477520493507619, -0.2177837219830328, 0.07703008761422263, -0.2194063071948283, 0.01994214645690897], [0.32304310284767784, -0.14173500551334955, -0.10890207109766444, -0.030645111349352147, -0.18828207088520038, -0.13551615481381443, 0.010939775781174423, 0.18307124974104183, 0.2909156513100445, 0.002808284675802658, -0.2655450651823208, 0.12657420977151107, 0.16601309789114416, 0.10348142762621215, 0.23945951730915804, 0.1609489311470572, 0.3649963249920632, -0.2329584436090925, -0.18461037366625097, 0.009361219982094318, -0.22654322534333052, 0.31688060891421166, 0.19939048527058217, 0.2222449155096987, 0.17570616627541705, 0.25033063804948225, -0.25396502514289193, -0.27111235388794885, 0.3895718175781254, 0.037095602016409907, 0.04988255050990871, 0.15908653234512019, -0.141703948255046, 0.08186043216334474, -0.2937897161837233, 0.3218974558242947, -0.4441750160797881, -0.35129216363737575, 0.08499764032402371, -0.02256563909980395, -0.1197558800527724, 0.052563762222659946, -0.030618825975819115, 0.3401466719327777, -0.02284201947842586, 0.534283785753736, 0.09765901724687738, -0.16219557820068795, -0.2699145031626123, -0.1793819834301913, 0.36653024983725024, 0.25770416253947936, -0.3741981932615241, 0.17909406073768389, -0.04141396840189364]], "b": [-0.21938911345846157, -0.45019880912164495, -0.22547418326223145, -0.42951486369554553, 0.6519484154777729, 0.21050959538866176, 0.06400128420325664, -0.23023318589225295, -0.08033504504694886, -0.08440695222034594, 0.13014017206936498, 0.2272117011275238, 0.11047140291429099, -0.5073808214902964, -0.16033337144984997, 0.03261575162436903]}, {"W": [[0.5068350388674134, -0.09151433347007285, 0.152040890009452, 0.1286006380432545, -0.37358323788592734, 0.020528197786112402, 0.4032023542306697, 0.13825582574900155, -0.2427035739185267, -0.5164937778587727, 0.27700536006070875, -0.21796363125639548, -0.2536372611645965, -0.011359535430734084, -0.00023902177829812632, -0.6014361780478176], [0.18257301792332659, -0.022333920455865526, -0.18869881821786177, 0.1556323263922489, 0.13190023422568847, 0.10691401415663732, 0.09403041036685038, 0.09903275848508516, -0.015421003527212228, -0.19032380062209178, 0.12116554999039986, -0.13480063376329196, 0.34808372625137346, -0.37116297052790975, 0.06934191511801242, -0.24001148393825036], [0.3286285562679063, 0.19969492481267664, 0.22697715294467535, -0.2656699435267333, -0.28248968830918936, 0.05760809286361091, -0.2972750135130313, -0.08245445906143356, -0.30705042707509544, -0.14936068989722442, 0.04140661655399159, 0.5480420857314983, 0.482363203260013, -0.08736875572741212, -0.0706083055845347, -0.28035566091326075], [0.07896992291404531, -0.4241531099647331, -0.2922922040437151, -0.05936790704280365, -0.04664782459286072, 0.13469755346981116, 0.01954703588050224, 0.13107778551345112, -0.5819769194262334, 0.1076933063740575, -0.22639960930528366, -0.6151768450528371, 0.06436278531198335, 0.5261556708898079, 0.11090901737814489, 0.21688889926362737], [-0.21937774501210647, 0.02723712339358727, 0.019895780504359088, -0.03355548796590346, -0.17574766780344067, 0.09246004430647672, 0.4170111458674429, 0.2909866568210412, 0.24624435312515106, 0.21146825830555957, -0.17509195978322264, 0.10242574881462133, 0.2566788920479177, 0.002675068217608753, -0.000279135750490489, -0.16677964400056652], [-0.12120908599832803, -0.02567970455662527, -0.1381904759040561, -0.08218706124969193, 0.18216620698156932, -0.23798138333695817, 0.4218602803409403, -0.10379785957074682, -0.03916968598694995, -0.4438559894057199, 0.20375826937371827, 0.44178840461337665, 0.3195403531783795, 0.2840153078790946, 0.3873941448885255, -0.15119128364949844], [0.2732935522427599, -0.03093042570872127, -0.08835414323410068, -0.03748245825246049, 0.17611304155630414, -0.3251274146662727, 0.16855534980761533, 0.3528902673522386, -0.21030423046076716, -0.44992471304547554, -0.6233563019543619, 0.5541716930319227, -0.14602807589344718, 0.1818128433782044, 0.49240381241292486, 0.1561900668110423], [-0.14245522263371704, 0.05461517385359971, 0.24141887566725784, 0.21583639138760563, 0.3144349571301161, 0.08792209521378554, -0.09694668450153872, -0.18349171793993552, -0.10119379303028408, 0.48639761902628775, 0.45041854143301213, 0.054137642890456465, -0.30615472199244537, 0.11638653995682725, 0.24029739934121885, -0.3203256564876477]], "b": [0.13243737933924693, -0.013572980617057473, -0.19291675177358664, -0.23585493023940549, -0.06975455537938183, -0.3843772202158685, -0.17044736561065515, -0.2544222254473601]}, {"W": [[0.0424511552947477, -0.5503889781784739, -0.06176119170789299, -0.007475335465359721, 0.051800239343953565, -0.038000046973492956, 0.38718479604779, 0.3270901474854022]], "b": [-0.4434884072991147]}], "training": {"phase1": {"device": "mps", "arch": [55, 16, 8, 1], "epochs_run": 21, "best_val_mse": 0.24803468585014343, "train_bars": 11443, "val_bars": 591, "target_k": 10, "vol_window": 60, "target_scale": 2.0, "val_span": ["2025-10-01 00:00:00", "2026-02-28 00:00:00"]}, "data_file": "/Users/jameslopez/projects/TradingBot25/data/mlp/COINBASE_BTCUSD, 360.csv", "data_sha256": "6901261031d2431ea447bcedbc43955a73cfea610917829e403939ff22a57c4e", "train_window": ["2015-01-08", "2026-02-28"], "seed": 4336, "regime_filter": "all", "created": "2026-06-25T00:42:07+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": -0.3538712400705291, "fold_calmars": [1.0689348492054223, 0.15665158902290086, 3.014765414980704, 0.9741919259081155, 0.28740811442731995, 0.0], "fold_mean_calmar": 0.9169919822574105, "fold_min_calmar": 0.0, "robust_diagnostics": {"valid_folds": 5, "drawdown_penalty": 0.0, "pnl_dd_penalty": 0.16666666666666666, "trade_penalty": 0.08888888888888889, "negative_fold_penalty": 0.16666666666666666, "fragility_penalty": 0.082, "fragile_0_05": 1, "fragile_1_0": 16, "trade_target": 15, "base_fold_score": 0.6418943875801874}}, "recommended_thresholds": {"i_long_entry_activation_threshold": -38.35338720148128, "i_long_exit_activation_threshold": 61.103454350028365, "i_long_exit_activation_confirmation_threshold": -40.27151439328024, "i_trailing_stop_threshold": 0.0, "i_use_long_exit_confirmation": 1.0, "i_use_long_entry_confirmation": false}}}