{"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": [[0.24197971049266842, 0.05337849663867503, 0.4486125207064256, 0.38662224208988016, -0.010637856128468518, 0.2558114062764833, -0.35940952675827637, 0.6145700056174345, 0.018972890368559286, -0.14641443958269798, -0.17831073283370133, -0.09606455368937597, -0.16165680609769936, 0.11328928110854916, -0.2972688524392906, -0.2152480767312491, -0.024678160937934096, 0.04699370639797064, -0.0152158351267387, 0.39856076781777006, -0.1338761744584474, 0.13257283041692797, 0.11638258142053344, -0.20011414666730987, 0.04198827233022309, 0.13541433403834394, -0.3852689882972215, -0.3448263135693299, -0.08038560127033036, 0.2163518880882419, 0.247160820966354, 0.12834179841608412, 0.25225186279213924, 0.05397997460502451, 0.29871152600640244, 0.31694431346895735, 0.10866415464465125, 0.22946942929469544, -0.20386567057429972, -0.44175723117785703, -0.3639333216574298, -0.2879765893956274, -0.02863912586172717, 0.18489625652801425, -0.005580504381244612, -0.07090629486233532, -0.0028875288366852275, 0.11156207497789161, -0.11572938975365046, -0.03134704022937955, 0.32946352995983097, 0.15095596633472005, -0.49589922736211334, -0.13705928933775843, 0.001728439566115219], [-0.01213405512145651, -0.045948946461972964, 0.3018824968091311, 0.18033994203258896, -0.2651049303643838, 0.14682721468769566, 0.09061502288903542, 0.37294776407736874, -0.2997820242817078, -0.09109730208075145, 0.20516662826292562, 0.21395446698954548, 0.15947031981352072, -0.07436131218264731, -0.438545446478193, 0.11779874147295745, -0.007311528197038307, -0.07298806891960025, -0.201934934041816, -0.07972652791377527, 0.21919514891667072, 0.045712468050668566, -0.21958853619604457, -0.002733851859475625, 0.3091496904814672, 0.015398825528065013, 0.02223944700925374, -0.08930669925227643, -0.06640504092809531, -0.14115272895580683, 0.49727241262832195, 0.005030891363629757, 0.2235935750230911, 0.029307159338406143, 0.053225238806579596, -0.010765571605916846, -0.027857088396274314, 0.10338819557788613, -0.17646183492827142, -0.07888266369979749, -0.1664577422623435, 0.3157116225281223, 0.19687312015848063, 0.2458425463322867, -0.18529863808665498, -0.2451749031775857, 0.24728851076085195, -0.26827406007996524, 0.06149801713800543, -0.2124245376923295, 0.21451751136845332, 0.01725777194926679, -0.06861284750169055, 0.0010089723567075182, 0.08256824814712863], [0.08040672114289085, 0.018312704780113386, -0.40195249544428074, 0.0626133228877481, -0.3770451515422427, 0.09729628147326673, -0.297049362545591, -0.029214232414998237, 0.6454965238399432, 0.328173911812686, 0.08872248415742567, -0.08999437241946226, 0.4784625902532677, 0.10585598580441918, 0.1704391062102888, 0.4210702080104741, 0.07510893744811399, 0.15631085569814915, 0.410661172648709, -0.094678044219091, 0.3263324651816917, -0.028225241862502005, -0.20357923283615603, 0.04878145238256193, 0.1951501645364535, -0.09534802899196217, -0.17949605281722883, 0.3683926224806926, -0.2858527059231446, 0.11954877134764547, -0.06653406708804743, 0.1724827687686283, -0.2013131239502622, 0.3314665502647929, -0.17616938936063078, -0.11960968409652462, -0.27489846618849256, -0.12140116713964925, 0.12285668323069239, -0.11379706851799037, 0.15551892371043782, 0.10606214458698321, -0.43582392845663726, 0.050802809773131216, -0.2317525335034608, -0.06230860442873717, 0.2393159715044491, 0.235453864864629, -0.1103681681921481, -0.01086179836307378, -0.28465091039784507, -0.119709327672849, -0.05054480091244069, -0.29191352860978254, 0.169830117312567], [0.07320011229865099, -0.022692686214315628, -0.14584000707748257, 0.6961648780170939, -0.33477744432768863, 0.19125475150235932, 0.35687788869376075, 0.36119348530737033, -0.26147755719706695, 0.1712909981374962, 0.22514906023761994, -0.009262465168211644, 0.3899110332114841, -0.0542153339533259, 0.03321966269059728, 0.20439919517542476, 0.42018290520909746, 0.3885979928054475, 0.14085924583215573, 0.12454097627332304, 0.06781746984600402, 0.3982588126978301, -0.03741545436795024, -0.10709497368053035, 0.2303316042769782, 0.11502083126817136, -0.4840641544744414, -0.14917903469408572, -0.24540762865324847, 0.29347073893870096, 0.16964576433176737, 0.03429089985111956, 0.3252643533417507, 0.23412058802924654, 0.049191838721784675, 0.17750687973040832, 0.13029452775026815, 0.31664814275026143, -0.5712218816837313, 0.651794998863765, 0.16079173715911582, 0.32000309596656085, -0.2911774261457991, -0.11196764636360274, 0.24716285794410897, -0.3076571283685456, -0.08286343357846913, 0.3811029159663635, -0.1608056255457524, 0.19328223714273493, -0.06115507848147933, 0.30634203515213604, -0.09482933273610447, -0.19021073552334314, -0.1493581684799875], [0.16487502391248224, -0.061898730169749824, 0.06577769261154115, -0.2379345597508232, 0.1478801046734885, 0.0441497910013362, 0.01759123946549326, 0.0531079825008071, 0.09875725004725085, -0.6695859855403942, -0.21824355890724045, 0.21566847229537248, 0.019439969389289546, -0.2075304685280298, -0.1354339743768679, -0.05647086186046091, -0.09278549530170935, -0.15239620557349917, 0.031958684165814544, -0.19863011230279606, 0.2931432232108381, -0.3994036607234506, 0.4970882448160489, -0.49680084143234887, -0.00577207451216276, -0.0055212790104813645, 0.0007810438883794485, -0.158672047630715, -0.04270212077038556, -0.012628144928905904, -0.11110083558669, -0.13596273587215912, -0.057810235433198257, -0.2016132547581717, 0.1851170189606448, 0.13433579360386375, -0.011155239055049018, -0.00983718331459456, -0.07237658740386947, -0.10174894043451266, -0.05129201029311493, 0.325672695250763, 0.191162054966894, -0.19669346959208445, -0.09691656965535243, -0.3953754446893339, -0.020547596879060964, -0.059274955735034975, 0.48234110322400997, 0.37312560722459265, 0.05673576935245433, 0.04012099363408965, -0.1481871981948397, -0.12962289013978867, -0.055785790693813814], [0.12977886031015923, -0.21982903040405005, -0.13839039811687978, 0.12962124944910952, -0.07825771639562953, -0.2630015005580373, -0.11676699232642446, 0.11689544489091638, -0.05585547008108403, -0.05653077408658223, -0.054398396505498006, 0.19549466239631771, -0.05303496973086712, -0.24147241872538727, -0.12520909878784603, 0.17422319244753265, -0.09691686138165362, -0.22285639738241309, 0.6541292435860746, 0.3800155452641601, -0.10970130448920208, -0.15375660848748127, -0.08772315585268337, 0.22942204582395923, -0.19416589843377047, -0.17911197154168154, -0.031220821380302015, -0.6868674903456378, -0.047135353413990055, 0.21743061481537374, 0.17469721052769674, 0.09078866688875627, -0.005505614326332097, -0.12639943337360854, -0.2990200336853943, 0.008751215661657182, -0.36873076560788265, -0.12345884534580265, -0.026804117392518798, -0.17864981448627257, 0.5658483262277589, -0.0927593802739983, -0.2008140525428106, 0.00528068769873203, 0.18422314198079315, 0.6052378896853666, -0.18410420978511838, 0.14695731725592592, -0.13447767036651745, -0.29274816494215566, -0.24548497573255693, -0.1053237955484824, -0.2622124658914053, 0.08068086486748267, 0.08709499089677558], [-0.007805901559305967, -0.41273354313161664, 0.12521526458478416, 0.4770598277289874, -0.07445773312325542, 0.36042218841907986, 0.08129715938339883, -0.06864123714586977, 0.12174971832144564, 0.6031288452751705, -0.02568923728326594, 0.10654190700973404, -0.10636496823012963, -0.1367378635817669, 0.3869693226339033, -0.3955577155376265, -0.2919035836331901, -0.5498116155162582, 0.22022586300547314, -0.30800855677543254, 0.018946014215807657, 0.13138465781302988, 0.156988766764179, -0.10150507388177754, -0.024274558828654758, -0.24710930584731872, 0.08101608585445472, 0.031230277820321728, -0.014312232406300553, -0.35995504671564293, -0.23350033629566083, -0.05156966416528541, -0.4484099129194108, -0.16435360602891982, -0.05256775943177976, 0.03284611230020205, -0.4309009906035052, -0.04917178884631862, -0.2289730482823236, -0.06689128384554531, -0.3621646756811792, 0.06315520866108637, 0.08416012661437182, 0.39765417681346876, -0.1704645912507089, -0.08885362411559602, 0.2047713056002285, 0.06035170828483364, -0.13082728207113165, -0.03245479800034326, -0.20241199418919933, 0.0947073733496018, 0.32950942329964394, -0.4254210692090543, 0.09330581670308055], [-0.08218914293696927, 0.4420144429536385, 0.31387714944691436, 0.29826855566966887, 0.27657270306810455, -0.1630484182946023, -0.12980281383263914, 0.02255888577614566, 0.22118637539551045, 0.22654148371164853, -0.29818140883383426, 0.11483683126133071, -0.19360092026540487, -0.34250111139473843, -0.07029027284775065, 0.2341636434165736, -0.015546149161633719, -0.11673333965277755, -0.13642863844580133, 0.030131048508168883, 0.3618267306539307, 0.14837447244389546, -0.48774820152443366, -0.04718995157189609, -0.17526311471147718, 0.04583751448114531, -0.26478555742443566, 0.1585341024456357, -0.20155026704572515, 0.0024427615330115324, -0.3315647354852986, -0.2381416577014965, -0.18592416986339547, -0.29431518739211254, -0.13789010164569254, 0.10689100955851788, -0.20756671775043384, -0.14968408496484015, -0.10380240942823987, -0.44118985398881827, -0.008249292909193913, 0.24693803617207644, -0.1083040893018516, 0.17965924651971518, -0.51694510588534, 0.18816890312434292, -0.1339308967879964, -0.20863760072236562, -0.3524718053070524, 0.2318015617307251, 0.10028523023917263, -0.02912337347168874, 0.043598925695852025, -0.5191158252312922, 0.23772541395934804], [0.006632656020249924, -0.40202418039903454, 0.022975323984560255, -0.08107993197204223, -0.05222594843254591, 0.11568812467839797, -0.4670259509954768, 0.12086051756349023, 0.41322233292766813, 0.2541162456671013, -0.23105134116203482, 0.39647719520097063, -0.2740662647550562, 0.2377029804745196, -0.1705908506747434, 0.4834668605775059, 0.20314580201718566, -0.2480361780520713, 0.1414859974825533, 0.04505470018848554, -0.3129636705238732, 0.05170357661200429, -0.4125892393110815, -0.19371839728317697, 0.32406225634320174, -0.38754437653160895, -0.26119166238864305, 0.2848559330400447, 0.2768640102967467, 0.2836900388987165, 0.12885413750474858, 0.1887080302109122, 0.20260769209235147, -0.0789941166354874, 0.232434537368204, -0.038209224856992, 0.08317518796673296, 0.17499640263029062, -0.38025159629013455, 0.4643475505005349, 0.36585133369945405, 0.3902071244143165, -0.17944675572281626, 0.08637255256942993, -0.16209631070840272, 0.014401200327571924, 0.1682916768956708, -0.4093088312758568, -0.36135254199792294, -0.31024824013901453, -0.24932130446567016, -0.3630030446103489, -0.15215935873325045, 0.2267082527711173, -0.0759808938064327], [-0.18762952742356484, 0.14574503610625272, -0.08812544270907693, -0.25121139381588176, -0.0987801854319589, 0.07766542622103617, 0.33229114782875924, -0.3014671861510206, 0.26428293006886405, -0.459669266741743, 0.044325019400802544, -0.00857807309819137, 0.5635656387170626, -0.05752407287206092, -0.31940197479870314, 0.12256194518467518, 0.246927785308833, 0.1669104430039574, -0.3762171795999458, 0.06929630966947498, 0.29620028130170134, 0.33704112954513266, -0.2162417427178488, 0.17895910040773452, 0.06075580028556837, -0.43204808227247626, -0.08191343537869167, -0.2038692009241032, 0.05884576274769547, -0.13747764339394275, 0.060421264826913956, 0.21295908123289944, -0.3300020021456117, -0.0994139439097214, 0.04923832622004763, -0.05110336149718249, -0.06970187575423853, -0.1429670912310639, -0.07443034488112966, -0.23349327571556094, -0.36749826614255326, -0.40561177144139304, -0.053686832829203994, -0.049630431824342555, 0.1121604442504156, 0.13366890485802332, 0.15313664677766847, 0.11806213720085555, 0.2806507308751301, -0.4106008748288058, 0.18613102568513454, 0.09515663891729066, 0.2505687548633416, -0.23974198055862775, -0.2569768968813847], [0.1499571546739132, -0.02305964660544227, 0.36611791344236705, -0.04962571867404451, -0.1741233975662773, 0.18209470155221597, 0.1102278616828736, 0.20795341741135362, 0.1364296692482337, 0.39972175591864484, 0.116309002668643, -0.09672029902887518, 0.5792792240459714, -0.23741803654276408, 0.10852053430952419, -0.1667029238349627, -0.149697832972374, 0.09176526493844941, -0.4523426684771619, 0.12655221235512323, 0.34204281028519357, -0.07257186743909383, 0.07664839959314308, 0.16906117581266236, -0.24841011470366497, -0.28673794898871563, 0.12251513596782809, 0.3786526425949497, 0.13363674644402135, -0.25593646175971657, 0.2082112646617208, -0.1064805211362447, -0.5464890097516973, -0.3894475115115664, -0.16497044701881616, 0.011642765714660774, -0.27326596004047227, 0.04086270355877207, 0.2253605286628782, -0.14789259831924623, -0.020465042539624147, -0.4370877336767541, 0.3266280153007351, 0.3877476303921622, 0.0968841928333378, -0.18487727601147638, 0.08899331440522311, 0.027403734059370445, -0.052992663324962455, 0.17687814391445267, -0.032608260941645886, -0.07411558313865341, -0.12445140694057073, -0.09418163158999346, -0.1497414434479678], [0.17118490986111515, -0.1639719969315991, 0.3768794742369178, -0.1003592867298543, 0.43422336025699626, 0.10027956813544817, -0.42947690052611504, 0.10289081665507463, 0.04329832831753446, 0.13866489567914253, -0.18024724184484725, 0.15025005998029817, 0.42571187066793903, -0.2803903053200876, -0.43825416369222414, 0.1413266377599724, -0.1088356631945457, -0.08350186392142292, 0.13402616385668695, -0.49928078606788934, -0.4251652254135509, -0.11542167532702556, 0.20704554783732976, -0.06380953493062537, -0.33829394548248043, 0.3520397798640871, -0.03451784211403422, 0.1445976984328063, 0.004788733028156909, 0.13069256205239832, -0.28938374309474896, -0.0042343890210406795, 0.10404671116528866, -0.16161649591135185, -0.02163395988289793, 0.04456647860334299, 0.26842211417818695, 0.13363581953176923, 0.031405167401993374, 0.13893276436690188, 0.2850267366759307, -0.04597476475484449, -0.10913523747229122, 0.5796303371578403, -0.40615054853200394, -0.16801255123749598, -0.19292718497757058, -0.05656123050355278, 0.05153634180293887, 0.16665857366635503, 0.01806959673290696, -0.22758458976905657, -0.2876179492644054, -0.4539691385436466, 0.2840978009325432], [0.09671990794972904, 0.23248529621763458, -0.19635687271881097, 0.1308468755449671, -0.15883515357671604, -0.1607342658670311, 0.008503095802296065, -0.23696781130668712, 0.12237074869351121, -0.17459234988022573, -0.19630496121120475, 0.2172324513100832, -0.06732709605760037, 0.26222446899175517, -0.09435308999740498, 0.3664109300793992, 0.4246856676896324, 0.08344281499687942, 0.11803943590091784, -0.001028343469290511, -0.15093021261333947, -0.0303328808984202, -0.027330552787870457, -0.031238869744575744, 0.021378573844452357, -0.42907002355368223, -0.18625623265885327, -0.09281953669451377, 0.06818310107606826, 0.21012390886217108, -0.26435265605907843, -0.03635645762790737, -0.21197985688866133, 0.013393297032665799, -0.4115068364094614, 0.17231210655582196, 0.042391584309858135, -0.3252548035645512, -0.24415265672082118, 0.3004406457094318, -0.07809909038874703, 0.36993598818114765, 0.012619009654522976, -0.03223052966666359, 0.05991127673027644, -0.24088337708127297, 0.09377779522202878, -0.4440262579677175, -0.04941876797355385, 0.18991726676661866, 0.07203580534140752, -0.06350082712087378, 0.08493871932485028, -0.1965295092201533, 0.29155333911020076], [-0.026356404114414197, 0.011813756072687785, -0.1919227849784073, -0.19129768622940327, -0.5012394109336723, 0.3108606225157768, -0.23729244638054764, 0.42770115720797536, -0.0831230146986757, 0.6033916773614275, 0.26040642345415477, -0.3748355658803878, 0.03592180684189791, 0.2939277572045746, -0.05701086733430368, 0.13309731877850176, 0.37121775160917775, -0.07309523359733522, -0.0005552792399226032, 0.3664540430539506, -0.22619562314474623, -0.03318758730528486, -0.0318713537912867, -0.004000098290749578, -0.21916191089621773, 0.11155262662042734, 0.07907119686721036, 0.018422636637493908, -0.28220965013373406, -0.16647028560853505, 0.26931365008751595, 0.10575429535690514, 0.032384643395429694, -0.01767229114078879, 0.4393182323707986, -0.04391537616910733, 0.053008838650757756, -0.07968814153637437, 0.014845717394623738, 0.042426571875326155, -0.0750600276526961, -0.08616953375105274, 0.6522370900530307, -0.003125238281349897, -0.07723691282211248, 0.24065725624907794, -0.21098808464398042, -0.02053825090606389, 0.1526502618955481, 0.1407217210792846, 0.037318648739607385, -0.12754474480111871, 0.5091059102993222, 0.34088551454739546, -0.1489547348847282], [-0.10406537137451714, 0.215143805276309, 0.015668879697792685, -0.027059467381150892, 0.09770171980142227, -0.050337424147990965, 0.2664209417728114, -0.23495507970313181, -0.08369788183406339, 0.41081464386547506, -0.08166551554046961, -0.05255243347582071, -0.18476582941007208, -0.0470024833704252, 0.32986986578824795, -0.0010990538226882595, -0.08789957101591551, 0.38484468674409983, 0.20007145823096353, 0.11667795321982653, 0.2993108251787255, 0.1067273537195357, -0.16339501847703305, -0.055809518731298705, 0.23855454050308206, 0.12617909098088215, -0.09306398413979662, 0.29615510865099454, -0.058603466529810994, -0.3524131762833495, -0.27893642367555155, -0.31686911356427266, -0.307257586023142, 0.28766753187797484, -0.4130276497625718, 0.4178713692953346, 0.036160338359473465, 0.05133437733578486, 0.22334792250856492, 0.2796786971805002, 0.2745263089263701, 0.12538836596994155, 0.2307988239232036, 0.020573735731966226, 0.27836806006470644, 0.1919171405982373, -0.01766049667170529, -0.30962011872454276, 0.49799379728645177, 0.06641169855461423, -0.6610767225473884, 0.005185069614542157, 0.2417664233191697, -0.20113426573729754, 0.14129642145487326], [-0.20680834807715337, -0.23355902799020178, -0.31502123641950475, 0.24967364752707935, 0.0774098599673273, 0.25674707904762883, -0.10067349958482874, 0.027578086646104758, -0.2832637680006847, -0.05175315325275742, 0.36425338375726257, 0.024137781293110616, -0.2546551907924368, -0.02557308582438518, 0.176327304432477, -0.23922738951400047, 0.23650832800585406, -0.004424972930337504, 0.2675687437380257, -0.1074846130686262, -0.10495164801791981, 0.03711311100185846, 0.09210109970471252, 0.03791101307552747, -0.15845959867975165, 0.5543156587852629, 0.2720408808309571, 0.20182891445088563, -0.3357559474596967, 0.21514801854439114, 0.18118711391754694, -0.12917055677996556, 0.2661609058593185, -0.18632077323000296, 0.267226369167818, -0.4297817619966621, 0.15108301724107806, 0.1270390048584696, 0.12539820729899487, -0.20396348639757056, -0.1848654969799234, 0.2080888328658018, -0.24553423004926272, -0.1751363625508574, -0.009964148556874209, -0.018049292463294814, 0.3661158625250307, -0.28435617807638974, 0.18010889294214205, 0.10448748071071995, 0.12211960777433044, 0.06452197581819055, 0.11016740445944209, 0.03614175104162682, 0.03821124692749567]], "b": [-0.09405848671522035, 0.11443142306678411, 0.09000848359001067, 0.02937805267809906, 0.1567509703656194, 0.26342476276456, -0.2839860759517104, -0.020325608734987066, 0.47526553902490254, 0.22841644602018363, 0.048327926753817224, -0.10903122505871354, -0.2811165612269783, 0.4009185228449025, 0.09691543411473212, 0.12540240855434204]}, {"W": [[0.03482764514675808, -0.7727289846609738, -0.13677173114160332, -0.08656707899269306, -0.24190507539789152, -0.23144624549151982, 0.00010729032784923681, 0.07384707798692451, -0.1033136879231138, -0.11722656114476136, 0.02050251284223948, 0.05412762042784901, 0.19957646021708292, 0.16469274007200285, -0.24317386824106765, -0.18423153781012166], [0.535193881516728, -0.20949525398087535, -0.5877537600369037, -0.09868564575793383, -0.36594914937631207, 0.07501681535278086, -0.06482442164707819, -0.48701084102855624, 0.25110423453774705, 0.15293664108696975, -0.09680256120926499, -0.009081607839002429, 0.0978211211803853, -0.2047780532995166, 0.22688272034109663, -0.03152492035843335], [-0.3811930797893522, -0.11006172009800412, -0.5100696420814854, -0.6243168734770588, 0.2128620046639415, -0.07599554307191873, -0.1270262765903074, -0.08162404277381155, -0.03452778349865254, -0.12315987510461539, 0.3404070565784416, 0.09553036971716802, -0.15697385153878285, -0.07190114496068126, 0.29587724839222723, 0.35215454438030025], [-0.30586702465273874, 0.31382895582601505, 0.2805492480570859, 0.37770791277543375, 0.045823425499107055, 0.2653513590428074, -0.11978971921130126, -0.19693811117307994, 0.09518640423265395, 0.3429523623306163, 0.15197719733022697, -0.4027098877766388, -0.04150750892395986, -0.05214900633526837, 0.5481760158728914, -0.5191818749418907], [0.05937595642198221, 0.11218504583727654, -0.49405610336099437, -0.23802876799061262, -0.29720698557496184, -0.01648250202923021, -0.5460734047125833, 0.13914048022095893, 0.03870282875238581, 0.025701895131505198, -0.0957464991602979, 0.2860561385090556, -0.11259265749634184, 0.11310918139624336, 0.1190264632528337, -0.03270532984755377], [0.1798347277486808, 0.09267706466204167, -0.13388321594016897, 0.08987836960225348, -0.36549558656211545, -0.032713757335715826, 0.051268724376273014, -0.035932260429878564, 0.19441530553735883, -0.48692784467467765, -0.15305738009125663, 0.02192748103992126, -0.10049094956087812, -0.0076749885014177725, 0.0347859847682657, -0.13975450814531826], [-0.6332421758478902, -0.16051005241610738, 0.609798815423624, -0.1784487629072273, -0.39659383374051843, -0.17982409619308717, -0.36489472194691874, -0.12403996792421593, 0.20114047609156294, 0.12951808895823427, -0.05708419943659691, 0.08796757518694723, 0.22396750985366556, 0.08841374319068601, 0.3921953215570161, -0.4880916709899746], [-0.08786080860783267, 0.05419922658224474, 0.5950921633028866, -0.4134049701423627, -0.12592816436154822, -0.05867386163819603, -0.17451417361677696, 0.3757370014340263, -0.20548612537510702, 0.08483360368463573, 0.17093857881481098, -0.13131059418346056, 0.12107564553697084, 0.3980661929476074, -0.1553780349883148, 0.03244956660568103]], "b": [-0.09134484645990276, -0.048173120328650856, 0.264419530638892, 0.581035970217848, -0.43468155268505654, -0.2226522673045692, 0.41141813144828715, -0.0238078978254963]}, {"W": [[-0.23105911218982478, 0.14626533715712245, 0.057520991865395096, -0.4685849962718444, 0.05135541561542175, 0.09242804649729552, -0.562371396711329, 0.07272721075806488]], "b": [-0.22377227398995872]}], "training": {"phase1": {"device": "mps", "arch": [55, 16, 8, 1], "epochs_run": 25, "best_val_mse": 0.23366594314575195, "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": "c41f1a8430046f1b21006b5a30c941822246c844bf03d0674244f2c2a01f392d", "train_window": ["2015-01-08", "2026-02-28"], "seed": 5952, "regime_filter": "all", "created": "2026-06-25T15:47:23+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": -0.8361122293102414, "fold_calmars": [0.6197058732008044, 0.9239933340165454, 0.6628604975020718, 1.1797995469916822, 1.321355527774751, 1.8218569412959666], "fold_mean_calmar": 1.0882619534636369, "fold_min_calmar": 0.6197058732008044, "robust_diagnostics": {"valid_folds": 6, "drawdown_penalty": 0.0, "pnl_dd_penalty": 0.0, "trade_penalty": 0.044444444444444446, "negative_fold_penalty": 0.0, "fragility_penalty": 0.1, "fragile_0_05": 1, "fragile_1_0": 25, "trade_target": 15, "base_fold_score": 0.9476951293847871}}, "recommended_thresholds": {"i_long_entry_activation_threshold": -50.45978350777296, "i_long_exit_activation_threshold": 82.78300573908984, "i_long_exit_activation_confirmation_threshold": -160.5415180586566, "i_trailing_stop_threshold": 0.0, "i_use_long_exit_confirmation": 1.0, "i_use_long_entry_confirmation": false}}}