{"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": [[0.260723179137174, -0.3387347294581585, 0.0012583057628469186, -0.11202392547206047, -0.03961578583486087, -0.09263773592764506, 0.07827218482629812, 0.09528838341020125, 0.03365388728758717, -0.23742111082576, -0.17120355809736248, 0.3138671927566481, 0.24169447334983712, 0.3436506542735672, -0.1527325328311018, 0.21801326942851865, 0.32506372357090024, 0.04843273571701147, 0.11592353520777753, 0.4753685156141584, -0.028381691599110703, 0.07807725579829472, 0.23447309121917068, 0.4097289851568071, -0.25562351835195807, -0.40555912844885983, -0.2388292373921912, -0.0810555276071337, 0.07301751056557344, 0.7012777651193272, -0.0011250169207422667, -0.07435636184069186, 0.014132524803892169, 0.06538648924690663, -0.004470504517322567, -0.000281586341969578, 0.11130286432592741, 0.1849713578660549, -0.04223888849594832, 0.07733977315570875, 0.34568645379006296, 0.020258555192777347, 0.28788877739693086, -0.10181686100284312, -0.3384030978567189, -0.016711417873729373, 0.020123502585143026, -0.11729404178958826, -0.01923189657902493, 0.33573309181807265, 0.38944221643759247, -0.10435418658266012, 0.38032262551068724, -0.2957304538784125, 0.1284091684111242], [-0.27903855893019125, 0.08585304010651465, -0.06225532903820985, 0.023319360507663686, -0.19126444093024014, -0.016570674272952036, 0.542288891254584, 0.10130266304440608, -0.04796210694656246, 0.4883894669657677, 0.05504652272217862, -0.02451574298415108, -0.25362474203033336, -0.19542879128895585, 0.2591043597480488, -0.0592974784192624, -0.07686865765642181, 0.13592300060843462, 0.02975659240035495, -0.2638969841102218, -0.05654915285277774, 0.1674377128615001, 0.07933092341953381, -0.38136411921412666, -0.1856207436405088, -0.006549047706137064, 0.012040973332321583, 0.30179933326720776, 0.3848842813536422, 0.36868988165667943, 0.12105497650811768, 0.016847635301757875, 0.29211646442161643, -0.04743957571318073, -0.2806465751821241, -0.17999316192942055, -0.007570407249520988, -0.08987658325710796, -0.2527970513243252, -0.30912095120571526, 0.14764671475725974, -0.47030182993964287, 0.20264607110336377, -0.4122539272931685, -0.04767741335510003, -0.3727533557020416, 0.16631745415152266, 0.034486795561297065, 0.12676405080887013, -0.3759352631613839, 0.254109522799658, 0.33169843810743077, 0.09824494144637222, -0.376822216105755, 0.3330104627081929], [0.6492386993355659, 0.109692188239865, -0.31460609877055995, -0.075906914846392, -0.43598166542916506, -0.19733727479108001, 0.5540949296244435, -0.28615909385619, 0.26874396492032027, -0.4823886853864168, -0.04680954189439481, -0.34199914638137935, -0.13705162617760996, 0.060175774593442345, -0.17163445151902848, 0.4254111367351709, 0.1060167038824488, -0.12894307356356055, -0.004817999831715435, 0.2001814048624788, -0.18201984216650777, -0.044426365849630535, -0.2524607378044266, 0.2064473924593384, -0.2804045960137873, -0.0460883291917626, -0.00361500340418568, -0.32945547682209625, -0.19863045344118302, 0.1397065150901351, -0.014557082510517906, -0.0796880180861514, 0.014161432601723405, -0.18936710982650923, -0.015985054916612482, 0.3514872891052508, 0.19865222714315736, 0.017754650835196832, 0.2043666411903165, -0.005609563965351574, 0.038362914749987764, 0.15435099390140822, 0.024094154887495972, -0.3487350639160326, -0.15842222074711448, -0.057160743319655635, 0.07586995934650774, 0.31143313319926563, 0.1443820830801972, -0.10963101467711948, 0.11738776660194995, -0.36134701725639573, 0.15458968722615438, -0.47868991569396163, 0.08904200044840324], [0.14407233920059065, -0.4972486905654327, 0.12667002950368145, -0.04114972181028287, 0.3367736073472441, -0.10159348225122196, -0.18738948852272058, 0.13455982326184146, 0.09044155726053704, 0.20139827368084923, -0.25622592890281415, -0.02542490158441875, -0.3612424641842931, -0.02754979319326828, -0.13301685895074405, -0.33004847312907354, -0.1523341970994625, -0.21494003210186627, -0.13279008961707417, 0.26502390990624, -0.08652725947396196, -0.30422091702598403, -0.05592199275902992, 0.1070167370732273, 0.07026925691249791, 0.1991326467193597, 0.20541931620431747, -0.4944654536662022, -0.28224380389317566, -0.12912731847553668, 0.010558775327097345, 0.32575948804290766, -0.15698033447108148, 0.04654206305521353, 0.3655325275075167, -0.10114617107630663, -0.18855652221354216, -0.0006529980023459205, 0.23752066181877685, -0.1520419684204371, -0.057452918428385596, -0.21302023074535317, -0.309228075122388, 0.5856182374097407, -0.16624627831050623, 0.17141799739211555, 0.05165220775881408, -0.05550576788381143, -0.0796368723947583, 0.20254866377504632, 0.0366264615341296, -0.3149592230389184, 0.16406206854403857, 0.067931243850085, 0.12920486913227935], [-0.05076571509611928, -0.07911230154756423, 0.15299741997582372, 0.03516679083259757, 0.33428766346587074, -0.47975969046925143, -0.0033075640005912586, 0.1482602084689217, -0.17194927200182306, 0.29235433205396244, 0.4134127803271429, 0.018993467625171453, -0.10259906240906996, 0.036843158280306564, 0.15297383701251535, 0.20083239363027036, 0.1247426100539477, -0.13164790178311817, -0.25567407090661814, -0.0409046057603801, 0.11057226611656693, 0.07423577122719063, -0.32164507671855125, -0.21574995101970246, -0.027507447196679188, -0.10713462809389336, 0.11476657446483038, -0.2697984979388693, 0.08393018998643532, -0.09743459087714648, 0.13153387338423275, -0.08113183371329327, 0.0574528042482827, -0.322685887758574, 0.14044396424081595, -0.4469823447336275, 0.5463881716526697, -0.1323576549949397, 0.21346791239221877, -0.47900143635267634, 0.37228901291356076, -0.35229680415916154, 0.04949525459246002, -0.07581526917870234, 0.08901350044362774, -0.15228395157743568, 0.1837001464870715, -0.0881404373040735, 0.20865102780083628, -0.14398644920565723, -0.14452200050670885, 0.3303124865113879, 0.20651126335899544, 0.25274388457021646, 0.04515646772905978], [-0.17360963888156775, -0.03743615730546785, -0.008181041587938778, 0.2132370593669184, 0.08530069068396587, 0.2466180744991509, 0.5623141063704642, 0.1397470276031786, 0.3784810564986039, 0.1779322454054124, 0.07868905937069491, 0.45919014370378514, 0.04734539927813553, -0.44508785781641313, -0.2114886704448088, -0.1727405273481586, -0.06245179987123414, -0.07497121593316021, -0.36068928128863315, 0.18571979405893474, -0.10888765132186815, -0.19097894834721196, 0.26270853487283247, 0.02184106542903974, -0.24891404225137187, 0.1945571877250165, 0.2236162913702451, -0.162820723036402, 0.14552897245318747, -0.5504632450765468, -0.09982305556253582, -0.09058280854300914, 0.05697187023145315, -0.06148036856256036, 0.04357046685350455, 0.24250231680924345, 0.002933010324917877, -0.11202877243433207, -0.01963712971101813, -0.015531163436958317, -0.027592647709756963, -0.35881616674169725, -0.005068682327306659, -0.222745444223648, -0.3648250680321271, 0.1739465827355826, 0.48418578874353213, 0.2403627768133571, 0.25134562244657077, -0.3040963964726107, -0.1327495227434148, 0.32231433210315846, 0.02157267755396597, 0.26860253143321317, -0.051358188159684556], [0.46087416419253274, -0.3397089458917072, -0.07618427060187044, 0.17486332781264421, 0.12028947693151397, -0.30839057739979214, 0.3371503578785368, 0.02641948629971274, 0.546914608976076, 0.3697099151613337, -0.197960555186118, -0.12319722400551487, 0.3309797895697665, -0.3817656694591092, -0.21242171913192195, 0.13053919806769942, -0.5888992163532375, -0.27451523152506907, -0.11839914870537407, -0.24162682687891285, -0.14845775044646375, -0.2575501104026189, 0.056155977650774486, -0.13243029317939622, 0.14281563453616727, 0.29780035465763804, -0.011005503638647125, 0.10127865788620148, 0.1368128323452238, 0.034669219770615906, 0.39062603653522227, -0.2458178592205418, -0.40499448074547983, 0.35927650245811443, -0.36896699594356774, 0.19530832315231458, -0.31654856604126, -0.5153047324456199, -0.5581701098928041, -0.18171795782590025, 0.3367736183648657, -0.0785684236218871, 0.04076547030337523, -0.027027919485699138, -0.11028856617921914, 0.39650371122591765, -0.3983912538973388, 0.040909112550907865, -0.015333727842830328, 0.13249190466672373, 0.38911556622702465, 0.03504111855700989, 0.01738147777296803, -0.02043982410929148, -0.09322886490698606], [0.08954082926806238, 0.07555418011649712, -0.08799030924481213, -0.3326693080171322, 0.22813329430021242, 0.13756391922146455, 0.4379713057861919, -0.26711408806422693, 0.4220536107969581, -0.3550879714805348, -0.2013918102951491, 0.17404291414688688, -0.4564931582375262, -0.005559035027108727, 0.17094064975261233, 0.1350142411397102, -0.009457363785414806, 0.06489733463342873, 0.3706376837745273, -0.151926368311184, -0.5275053768967133, -0.024618953491520178, 0.06493332367703099, 0.07170231176019144, 0.35026440071131676, 0.26368588658217135, 0.12058868327261933, -0.03073535957915797, -0.32266571648037073, -0.6529862589568197, -0.2563365408654317, -0.13482321418183893, -0.13589870162061612, 0.06904959820000697, 0.32398477914498136, -0.10715770123205706, 0.21992354468287842, -0.07895498392121036, -0.01779379912534745, -0.0047473373975419125, -0.3088545619668747, -0.12027320684249562, 0.06685477075222636, -0.05347920116093702, 0.48927913262455636, -0.03362616574602732, -0.46142558960868274, 0.21492392785165523, 0.03247427703699955, 0.006634040257971541, -0.5462352698719675, 0.19479438668216817, -0.027432031397034505, 0.061903306089692633, 0.18316910956359106], [0.13077191628273302, 0.18863411441588035, -0.06998286744404594, 0.12716950769441782, 0.7449762758124292, -0.4501695702194859, -0.13538651794329157, 0.012149808353212953, -0.0654543001313766, -0.03599481586166754, -0.08507060982632875, 0.04930127350615516, 0.0042598864610629205, -0.259439939986731, 0.14852395468707455, -0.02001400766400141, -0.3962167381722975, -0.04100304730600513, 0.12419992407565705, -0.19057622600788138, 0.34724017337566243, -0.05610053473108002, 0.10099540274033939, 0.06942714315950586, 0.21638852770978428, 0.024746620385278504, 0.025110425062337707, 0.5082241033041697, -0.113357375281421, -0.0862946999794515, -0.2915003022230742, -0.09458368339084725, 0.219580033615773, -0.18224656440751028, 0.11870032668550992, -0.16769512213151896, 0.010567379234378976, -0.3916220006233465, 0.015106219862716914, 0.2250847550999313, 0.05351472686548778, 0.29490503818803776, 0.0880246355704534, 0.1716366288648153, 0.09675924200461003, 0.17050267789318657, 0.022954178933649212, -0.19768613435848414, 0.24775096747471323, 0.17758770179701025, 0.14564354415856684, 0.2620449510984013, 0.0581287637084886, -0.3384611144178382, -0.06765049870253718], [-0.1860567570190382, -0.03470536524300026, -0.2740047134032226, -0.05288328847894455, 0.06053423894681957, 0.062539343126397, 0.1082400646150572, 0.02806809580852252, 0.1833210562328923, -0.25716934065944846, 0.4496793827716484, -0.06277481940227057, 0.07740637472353251, 0.09022472386956976, 0.2931296935491343, -0.2794680760360946, -0.24554428377563103, 0.27526905802601287, 0.18430217987280345, -0.16942674610237396, 0.02661109841157383, 0.16423495383462627, 0.1535248443366854, -0.3111362349229572, -0.2778010812604882, -0.33723898694663396, 0.5693705348415413, -0.6280874036412877, 0.08435056314729737, 0.2813943992607076, 0.06263868237648457, -0.4324461659037714, 0.3685158613821861, -0.249869028249135, 0.24676753262768647, 0.004645707428652057, -0.14293614967734705, -0.19802461471259442, 0.16882772815540148, -0.025551263799434815, -0.004033951056515585, -0.15040669320402952, -0.08035770123329397, 0.03884526755563349, -0.34140004871964263, -0.36389283636926106, 0.41214280854769825, -0.16911106340168658, 0.44430078207825213, -0.1815626370976399, 0.06959002057707485, 0.2618212340747532, -0.26787177807613805, -0.2331910809986513, 0.3336899870698029], [-0.2094819284047441, -0.19794597650918394, -0.024670491053717433, -0.23797321925736956, 0.07237860604896057, -0.12754342080443765, -0.21643836000468125, -0.11597979928198976, 0.04019388204625181, -0.7000214105300527, -0.11332842357532984, -0.29171081909863483, 0.2597244617675286, -0.3541443025560343, 0.32398349329469833, -0.09787401923243713, 0.05101724404754028, 0.017922025513132052, 0.1190417826410054, -0.042521328027086275, 0.10530742974544714, -0.03511896835583905, -0.04419067834052774, 0.18464139559937973, -0.2033237867661899, 0.4593675856822365, -0.0004532314080549892, -0.041748945699770765, -0.7870646938879751, -0.0006604927430500993, 0.22642833876989063, 0.12177444230229921, -0.12369469956740148, -0.3152286502690426, -0.028147896824901132, -0.04680469947471087, 0.09683544726706846, -0.01144570186023905, 0.07415195330501798, 0.02715963808802716, -0.03710060332148727, 0.2059361100719891, -0.03506617649799932, -0.21978941816831005, 0.22505396750516576, 0.5035676364125156, -0.23959869021356706, 0.2383759767309703, -0.07915358105177184, 0.2949216537044574, 0.25503263518906333, -0.0005239431251545662, 0.015012131853999487, 0.5790901125019442, 0.0313108804719317], [0.1547016373309169, -0.10123459868589806, 0.15234168981967616, 0.08537249462830811, -0.03446143502101534, -0.058647488123538365, 0.22211443850813023, 0.002659408957940604, 0.06370374737549821, 0.22520830651861995, -0.27430251358263397, 0.1743715006203573, 0.17482759142501855, 0.028028478022019396, -0.05625600688739575, -0.45663175776587667, -0.18259616823054703, -0.16440601926646267, 0.21766003329734865, -0.40533794127316286, -0.16789056365943134, -0.25017794696702833, -0.05406122086113282, -0.2536512069247474, -0.5320066291758416, -0.016073254763893444, 0.06594713458504635, 0.08622396747528459, -0.6762328708213414, 0.21815322810030352, 0.2496621271817586, 0.3490704335540537, -0.31337850155719477, 0.19642065682674575, 0.0674152566726765, 0.08045939667058281, 0.30723048440406364, 0.28474830076464014, -0.23128584024260312, 0.1713664214021185, 0.2051945125449708, 0.27540843375903695, -0.19531456955303755, 0.3110328635978143, 0.2499542695833103, -0.16156993903662345, 0.200493417918536, -0.12486230380578724, -0.19384591542133783, 0.12220205738168112, 0.2154757694372872, -0.3478105614666973, -0.13185243081724757, -0.00547736660436424, -0.05755454851198973], [0.056297334594125656, 0.27781251873518487, -0.026569164047382132, 0.09289663656452525, 0.06335592651919644, -0.1580658454027121, 0.06331958670588558, 0.04301218569028556, 0.1277453434331442, 0.02345307516898315, 0.027245907715545498, 0.09243855153106437, 0.345977218772494, 0.2500202573570999, -0.2520664636987296, 0.04510665483711678, -0.01580374947275543, -0.37906131518928354, 0.019090636635983288, -0.22478076903676394, 0.1120935002248947, -0.016378260864742998, 0.5744161083633267, 0.34970343006190197, -0.24503026378267223, -0.09285606371072841, 0.062331084589693796, -0.08046130283224474, 0.14156220389836177, -0.0305282066114752, 0.08182227703059448, -0.3380489910434128, 0.08684148159318576, 0.3382452279456279, -0.010821245417239347, 0.08023696474441094, -0.37590808756722277, -0.26071578720697536, 0.5996995185655924, -0.04049555903888979, -0.2990747187776493, -0.06587716750274278, -0.48005115919787533, 0.2787813768256653, -0.11129649738995195, 0.4158898680267385, 0.2460668930655972, 0.24968131638881672, -0.12471734169294688, -0.21736104498903552, 0.03144388913309861, -0.24300968871574177, -0.3960392107146819, -0.4322204099723818, 0.13417985441167135], [0.17652608731838051, 0.15871013791195177, -0.24724417161374646, 0.20334077029437583, -0.15590298453545903, 0.019230012224642185, -0.16763846876180877, 0.059460113563696924, 0.09826997667303845, -0.10362248040463869, -0.19726455924438027, 0.06036196528034241, 0.06513385358456922, -0.19651270441665553, -0.15496729882446808, 0.0031637522350277045, 0.06917414096590224, -0.10265215042284372, 0.09524114599816187, 0.11348777080736869, -0.06061261532501708, -0.22986656914150871, 0.15992447891224795, 0.18677684749405732, -0.27542568408393314, -0.256506540350255, -0.04991099636526977, 0.014141284965877916, 0.17834722621678123, 0.3270710057862052, -0.2445443039648173, -0.008809789412923832, 0.03513140810066265, -0.2336233438311514, -0.26870113001034696, 0.055161124999477396, 0.1275465210646304, -0.05732560498931483, -0.4015318891682149, 0.057541915675430155, 0.15237209208712743, 0.12132826363897242, -0.22482670292160656, 0.274968979313978, 0.20232659337812847, 0.13880951541649092, 0.5066155647264602, -0.5013220603802245, -0.042488616033049736, -0.09693471622311889, -0.08080604346494955, 0.024470684165471726, -0.15454681805954465, 0.3621198956049565, -0.03558248318668271], [-0.5652337156381649, 0.3588087061761315, -0.478109588565536, 0.28411928503286127, 0.047656485433702905, -0.36164733761376255, 0.19071643529889315, -0.34039134176731867, -0.5319900860239907, -0.08951006401048403, -0.10846920550185665, 0.30838669928621415, 0.49431867322419343, -0.32718109110534366, -0.24552883521539945, -0.207575467681035, 0.38840760206672453, 0.14251754967041735, 0.16042773956856402, -0.5805392502361795, -0.08771949080931389, 0.14605432873378402, -0.5312048748789193, 0.007566367405251301, -0.17797321560109822, 0.21662727193926845, 0.12903686831058042, -0.04979900737524078, 0.752385837615984, 0.046802172692696715, -0.14494671391725217, -0.008630733973944035, 0.18728414587341066, -0.2967926962498352, -0.5451282455181402, 0.12126573726946717, 0.0568536088539042, -0.10903266839546111, 0.06134568108173993, -0.3046782967725528, -0.3380396253241048, 0.03175297592843179, -0.4178730541003738, 0.45757929849400486, -0.030129761939925198, 0.19843040831465378, 0.06610362634086125, -0.5232198378583734, -0.47206506323428804, -0.09731550167422988, -0.1268591183848543, 0.28905431444403734, 0.0012336677310870042, -0.11410980929312853, -0.035638828385242106], [-0.24891187736877168, -0.025189536188573114, 0.3960815220257037, -0.1136031281164877, -0.01043086575895189, -0.17275691379754105, 0.13552466899824808, -0.20842635679872717, 0.045168570010696046, -0.31803762227489557, -0.44152751259811385, 0.09738742510568645, -0.12115546631907294, -0.20943215236478904, 0.11867017707025768, -0.055703506344186804, 0.04217109034084929, -0.1441556263506818, -0.3273492273238256, -0.20307591480488849, 0.150675407571094, 0.38089802089045566, -0.10711331300121017, -0.10350129439064057, 0.1098340017112055, 0.03760451864465798, 0.02155367440341937, 0.02369681025520559, -0.03541024166494297, -0.21219458631060795, -0.2842646827732125, 0.027356963268880173, 0.053502259421435445, 0.46770288232703067, -0.12532285984518263, -0.2941136347111089, -0.002382704554799976, -0.06856401424655202, 0.08190790018434886, -0.00023742456094262565, -0.10710915900955104, 0.24729061136428665, -0.07938914872330126, 0.07147362768037877, 0.06874740028266388, -0.07774652996424287, -0.5753757311295681, 0.43009633815048415, 0.0013161484606441995, -0.05441555617734072, -0.24636850860522885, -0.21679931619559775, 0.14600834491158676, -0.10254949662812271, 0.22343778142539147]], "b": [0.3360902332248402, -0.30918049551167753, -0.13234312182340363, -0.18070742838327847, -0.050316171726944595, 0.004316492540971641, -0.05674191951304982, 0.22851622356849569, 0.13836713973247083, 0.01581523542961473, 0.3546714378772261, 0.25856102437632356, -0.26380747990161707, -0.06518199424898949, -0.010524816684344893, -0.19779816601372183]}, {"W": [[-0.3869991409118387, -0.13405466239951963, -0.16939238784080218, -0.2112918514244267, -0.0035107601943152947, -0.4343177688801497, -0.19696371276427005, 0.11719971416983008, -0.4068137119127597, -0.23783406538083518, 0.10216044593062813, 0.369383305514466, -0.0010995896616005241, 0.6175068110367973, -0.30515185389327504, -0.02828961639971732], [0.47600336858193315, -0.24798567894836976, -0.1820377068234629, 0.03290374441092698, -0.49917097680821115, -0.06608255926501574, -0.09114196536169757, -0.2131350407134379, -0.12536835232408622, -0.49570446103446225, 0.22938096344780773, 0.006256868981182145, 0.11429188350661698, -0.6459889228635257, 0.15675282548826153, -0.2635636229923641], [-0.07585892894655522, -0.022360184444164623, -0.029324835011156798, -0.09464721722758704, 0.11982737342621255, -0.2147004766676222, -0.0004847516349407808, 0.2128981051740118, -0.3926961012357182, 0.0545333850220494, 0.3586956484371288, -0.03463237337927319, -0.11891910681567351, -0.1087696962166695, 0.17077772287543078, 0.22452011281316872], [0.013168915821828595, -0.30459321068137074, -0.018650951954483824, 0.4670634597657536, -0.2960394829982075, -0.2872365381358766, 0.10127086239425671, 0.3084676762465889, 0.001989315325276346, -0.3594552322109429, 0.14096886264723646, 0.18766646414731628, -0.23221497929038398, 0.06777175241319809, 0.12228199033512094, 0.1778579959583457], [0.29430249657190855, -0.3316787008145441, 0.27008357283183726, 0.3186788912575506, -0.15547165595256168, -0.22367341642310173, 0.10675045113332701, 0.17519569174659366, -0.1966954263390166, -0.030535342026163023, 0.05875121755112456, 0.17308234538387557, 0.13235999421322814, -0.03656129627922079, -0.14047388401126173, -0.2107607624368869], [-0.38401744181710973, 0.08752648142625903, 0.17888809905721967, 0.17932362053824846, 0.4988924189609828, -0.03237796236139643, -0.1453541963445847, 0.14222240198537317, -0.23154500997291722, 0.0035276587029257466, 0.17503485332921487, -0.17712301711921918, -0.4017732357727313, 0.0867000984062671, 0.34081535060770607, -0.010245617345408088], [0.3848851505643444, 0.4052780982871911, -0.5681026910270139, -0.09874175554846495, 0.36379598311981043, 0.1064909943335329, 0.2971026948770186, 0.3085309152631502, 0.18717186812744613, 0.23894627428331477, 0.1981221858000524, -0.07256520259005195, 0.5178491694243224, -0.03432762841801566, 0.14108958681306089, -0.12808788356512674], [0.13488223982546818, 0.2816084738965715, 0.05951368749751515, 0.09620748028224066, -0.3869681836349348, 0.0698716413335509, 0.042005292493437485, 0.016154989498637248, -0.0024380937339199688, -0.23226775539079947, 0.4590087375923698, -0.06607537263145705, 0.01319841712132373, -0.30975880985766036, 0.10565793167868065, 0.09342760851993279]], "b": [0.39987151347438815, -0.003644928783985742, 0.3205651229066142, 0.4585219252916642, 0.0730070961840239, 0.06491421496512632, -0.23968844424739247, -0.1981105237609514]}, {"W": [[-0.41607220785458476, -0.17969812667735888, -0.3327123613721318, -0.3110484994701899, -0.1416338254514589, 0.2018297016251883, 0.4127361549800553, -0.03946216974835401]], "b": [-0.08182115234535589]}], "training": {"phase1": {"device": "mps", "arch": [55, 16, 8, 1], "epochs_run": 25, "best_val_mse": 0.2541694641113281, "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": "1a882533b7a989efaa8eba5d2efcfba3dc1eb459964b21bfa0ca84afc5098f96", "train_window": ["2015-01-08", "2026-02-28"], "seed": 7972, "regime_filter": "all", "created": "2026-06-25T23:05:23+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": -0.9498645889463991, "fold_calmars": [3.222866232599017, 0.07079003280711511, 2.551893576716627, 2.845915772872798, 1.5306158060106765, 0.0], "fold_mean_calmar": 1.7036802368343722, "fold_min_calmar": 0.0, "robust_diagnostics": {"valid_folds": 5, "drawdown_penalty": 0.0, "pnl_dd_penalty": 0.16666666666666666, "trade_penalty": 0.15555555555555556, "negative_fold_penalty": 0.16666666666666666, "fragility_penalty": 0.02, "fragile_0_05": 0, "fragile_1_0": 10, "trade_target": 15, "base_fold_score": 1.1925761657840606}}, "recommended_thresholds": {"i_long_entry_activation_threshold": -62.324574095104566, "i_long_exit_activation_threshold": 67.2915708343568, "i_long_exit_activation_confirmation_threshold": -110.89202575123124, "i_trailing_stop_threshold": 30.0, "i_use_long_exit_confirmation": 1.0, "i_use_long_entry_confirmation": false}}}