{"version": 1, "asset": "COINBASE_BTCUSD", "timeframe": "4H", "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": [[0.051901898353363396, -0.03972238183613369, -0.15113619150858965, 0.10943968464051426, 0.0853869335150721, -0.0507903880065113, 0.48182721018705044, -0.43922251719270183, 0.07041773372394403, 0.28450721722217975, 0.1899579024492713, 0.5750172923453366, -0.08486768832687336, -0.362087085333499, 0.0537320761219455, -0.12571052980794192, -0.007710483609706054, 0.2866318497129631, 0.020422348929772058, 0.2813294379360763, 0.021703809938764345, 0.03771808287190327, 0.03674864001121487, -0.13156827563925155, -0.038624237323597335, -0.5550366527357712, 0.21333470151866793, 0.22251428606386067, 0.21413129259665367, 0.2796068550171211, 0.10477856058977023, 0.03620416646029815, 0.25900309183433223, -0.07311832748444723, 0.0250906076884949, 0.4452197118447898, -0.15539669115462265, 0.2833892116990174, -0.14408631156786594, 0.43308486263711826, 0.1325751741328429, 0.47050241332750425, 0.21777199340704967, 0.40896703968728765, -0.05444605506469952, -0.18400424364790605, -0.7597633352093889, -0.06729545477072103, -0.17310195686493296, -0.24019896529168844, 0.6119210721511885, 0.16414707454957317, 0.2836373900604722, 0.35083487484517495, -0.15672386053712134], [-0.2519189318594677, 0.2162451079043412, -0.11881369718951279, -0.29432992643227374, -0.2561895911270477, -0.21171013019886759, 0.45533469883714867, 0.07782043566433998, -0.05275267824378185, -0.036035273729000804, -0.32130618419431156, -0.13302787305468244, 0.006958900930189457, 0.06993670530702684, -0.0839355143677998, 0.2710756074208147, -0.02812881746969636, -0.1883890686746913, -0.5925255722993401, -0.5017286248138744, 0.3973063790269853, -0.12377482986923441, -0.5188333229717065, -0.015345258043794477, -0.14962673337816018, 0.4516409268595784, -0.21143590610564733, 0.047468738001924804, -0.46922787223322543, 0.0341418947539713, 0.24226314079344938, -0.22804805426654, 0.1795483887167817, 0.06606759893636266, -0.22178179789578897, -0.14063475019531071, -0.2107742884065063, 0.047240730180393584, 0.12457751686242768, -0.035491740882408127, 0.49124451234315064, -0.3098957059557703, -0.24286192654591904, 0.031055230896525014, 0.05358789214045071, -0.07398508097300574, -0.16202631943979884, 0.06047627274175819, -0.4945363358924951, -0.3781127829542526, -0.19882293149963004, 0.08125734689070882, -0.11292858518569597, 0.13165193271131073, -0.1419993370623373], [-0.07648270852244399, 0.0869890621950759, -0.0006104627922087803, 0.1499599111916931, -0.0686258866121223, -0.2665278852652062, 0.05439644346613957, -0.26649278947754557, -0.25948092943176454, 0.3246422482278937, 0.14454966746834297, -0.22209796818020386, -0.5208819588668591, 0.03098021135624294, -0.2574610430209428, 0.005913281138520989, -0.11478297447130131, -0.002633487352587772, -0.1821909116293862, -0.27126116152487545, 0.024428874578092605, -0.03991683967728131, 0.1725857413909031, 0.22737724230820303, -0.10443713970514472, 0.24320598538049307, 0.43435278023447443, -0.3118405977409806, 0.16372937690403203, 0.1306598390601068, 0.04478940321768387, -0.4392489399660047, -0.2967292004843089, 0.17165280149664722, -0.105071581443198, -0.24482536933385887, 0.11840607523361989, 0.15964825834776109, 0.06749045783074548, 0.13067105754988034, 0.1672868966943708, -0.365184150420654, 0.32848179777895875, -0.16478069765543485, -0.10902152008877779, -0.07971614838454132, 0.0066142721800845645, 0.24984272386274908, 0.31744075221189816, -0.11071752078528102, -0.005924929690032171, 0.1591480517737731, 0.028516660877894524, 0.14747444084876665, -0.5679074633521181], [0.36223083588731164, -0.05279999017414022, 0.17029938436706404, -0.35255788062885646, -0.10442378541177483, -0.27163723353385955, 0.24849587185387473, 0.3108977982030668, 0.12342254900307117, -0.0976302126193315, -0.6994301267622488, 0.13132779610921058, -0.15633115751178056, 0.3181415093844523, 0.24574699428058863, 0.11025451100745598, 0.024642196696104943, -0.3214556246422341, 0.24166486192138475, -0.045739693306203394, -0.04118244509260535, 0.3782996259770489, 0.25968423667421625, 0.3629566219641809, -0.02460571341790165, -0.052615964411382665, -0.004609967267287847, -0.2983262529549327, -0.23617518978534272, -0.14275446674704984, -0.3143573115552188, 0.14095919057018186, 0.20013247112697802, 0.37812382513037796, 0.011840001123591876, 0.059092177536252996, 0.15360621890492285, 0.2627903124889616, -0.4949531875721933, -0.053294980895188165, 0.29177976920950216, 0.2401918596380601, -0.0120821980624881, 0.036518772264332325, 0.6037298627366745, -0.24099395859422887, 0.07188138764472304, 0.1699186356527263, 0.17159764351534323, 0.09419847379834945, -0.08398805241104912, 0.05675544812336731, 0.0645812955270214, -0.10665032520506852, 0.07470661440799098], [-0.03524015608068699, 0.5340166894936645, 0.3622131144484399, -0.07170236617509848, -0.462195209335833, 0.06725201121089405, 0.23027636828311746, -0.008909064037746321, 0.009595830895876685, -0.2305803921300933, -0.15433088248479754, 0.44685926173298623, -0.15890930974940917, 0.18318473784042624, -0.13365180135525923, -0.03788589067341135, -0.31281968131457316, 0.11364556471593501, -0.447536764420402, 0.11665843482526923, 0.010623161400509083, 0.3458061324453761, 0.08638554623462144, 0.09758317430423234, 0.10250863527357401, 0.5744520267848129, -0.06467062857078582, 0.0849786502741152, -0.24268140205465816, -0.06961044266093634, 0.4844588893960033, 0.04560580447749779, 0.07407020671686912, -0.3148261803576079, 0.02701672781995711, -0.024973779790801058, -0.09443376297152384, -0.05632253648207384, 0.14978139632488158, -0.14373821862017025, 0.20802718704148646, -0.16350801689510644, -0.15976282480922846, 0.19124962856815986, 0.5915201328880626, -0.3446566966578567, 0.5547435919667426, -0.016221890123477807, 0.32488140582396774, 0.01784351566690672, 0.3805546147278162, 0.2968748481107902, -0.45247742311333145, -0.02264255256452395, -0.17039046164966887], [0.28672445813217795, -0.34785074453789694, 0.04364031802412368, 0.1677697235845854, 0.43380570167999893, -0.2176773396000333, 0.27675133953322684, 0.5482814118673303, -0.1712423525605709, 0.14723444052684498, 0.11668002072033738, 0.1469732779466968, 0.09527971492984019, -0.0684726073713105, -0.2801789419192226, -0.590304617680655, 0.2681808389900007, 0.1252545061664135, -0.07780701248593297, -0.27819618607430263, -0.4013903848809641, -0.8861521116525585, 0.1640227728974474, -0.21721338839695203, -0.030852347630621377, 0.2433243139658124, 0.24843482539553916, 0.49718470381051727, -0.0577788407104734, 0.19449024638783866, 0.30912262583650185, -0.17059642073141568, 0.4169405884146662, -0.5097053819905244, 0.13857515206041404, -0.05051023778457911, 0.008432975418480072, -0.1282316083951513, 0.061919913487929426, 0.22294898576856365, 0.3330275404328429, 0.15730058802111693, -0.17110064685498114, 0.31421906516076564, -0.13529507706380367, 0.36206869478261394, -0.07626270035217855, 0.41963465940509365, -0.09715906811291639, -0.15562707666007486, 0.19754427233734614, -0.03909644721244833, -0.09604546966212689, 0.1280378948805565, -0.15643632862771628], [0.4704965434613961, 0.5411368748704262, -0.21204944938725484, 0.29273587244343846, 0.04763046346568761, -0.09306588521061693, -0.2913552794944959, 0.20136090096787063, -0.32992583863215624, 0.05545499644267186, 0.044519820388235834, -0.2687896013363078, 0.44827585883939775, 0.17740386945507539, -0.15861052515964597, 0.036638534776178365, -0.008433224019414907, -0.2539494083207396, 0.3256586017524796, 0.29044282085459305, 0.35736600052743533, 0.07158414064445803, -0.031590947232226205, 0.6343675648715577, 0.024292856486893034, -0.167134484159178, -0.37250930365129564, 0.10466273626802162, -0.12451510719475423, 0.014170217458777834, 0.0406633441804669, -0.31374318933896544, 0.045446911010468674, 0.2165361766280005, -0.1087657883242032, 0.0420122306119997, 0.18660780177724962, -0.2758141208130978, 0.06901995669974421, 0.452278443495063, -0.17709467963590414, 0.11308978820352195, -0.07255571764602811, -0.14979265111982842, -0.05192781696278713, 0.027610051358180197, 0.019278796513013122, 0.26689869459816923, 0.2968132088729476, 0.5500863310230191, -0.06356290433507615, 0.4798258569202126, 0.13364122875322887, -0.04178247281465733, -0.003059632978109794], [0.17430760984409358, 0.0531811020350527, -0.1386142433841796, 0.07455807233684619, -0.5200308446108066, -0.13479981234270744, -0.38179974158468155, -0.03087191730861332, -0.08805349944545632, 0.27518314249115433, -0.2883424157734761, -0.33776651353727205, -0.05793880343585853, 0.014426486235639892, -0.3720452227277154, -0.26166091430980526, 0.025503446465599204, 0.0026009016795506094, -0.41980276722047744, -0.25378371108552567, 0.4749191853148482, 0.2994864307440757, -0.1469511683576954, -0.14552934745183238, 0.5431016705249307, 0.4472737848453259, -0.09342603260910833, -0.4209923474748658, 0.23184606583601236, -0.30467440399122653, 0.17000242623476206, 0.17835593117945653, 0.31440926599911284, -0.593679628044447, -0.14160970367398387, -0.23061603451260085, 0.2038148828601273, -0.16223060733185352, -0.011540004081217026, 0.019804617195650426, -0.1275091855414708, -0.07328597913376031, 0.0886595204001971, 0.04805842078893248, 0.4455103324102685, -0.20521123336719171, -0.15563475030150353, 0.03543713431248089, 0.22380799172088417, 0.27533948813867853, 0.3856450512122588, -0.1384765318646463, -0.22276810755305262, -0.14294953103683564, 0.531239195790188], [0.411461048250417, -0.4249212479944893, -0.42961759888564155, -0.80697145366914, -0.3407516079825244, -0.08909561361201442, 0.1950046384336084, 0.0485530804265202, 0.24291874692060092, 0.2754174959409639, -0.38160835134115245, 0.04942859239198011, -0.15176300338481896, -0.47787195194032284, -0.18411169315596101, 0.11010626155987721, 0.04654809323017216, -0.008950851579919606, -0.17260499046029995, -0.11573148983038928, -0.42066749310794543, -0.13513844382041115, 0.12969073801293152, 0.4371194619522607, 0.021127207072353073, 0.00045757706652108793, -0.2444729209908494, 0.17318845193745058, 0.08477207024153939, -0.10521493835466007, -0.17521437903036338, -0.16809936789094865, -0.10676835373035676, -0.41185508767406903, -0.7579620962368756, -0.126006243423896, -0.22793368240987633, -0.30255637872645036, 0.18945752833664667, -0.5453704988949916, -0.05550956662152787, -0.14850724904826762, -0.0023958115562307085, 0.10830358067790406, -0.13679040583926455, 0.12451811666910637, 0.10786683048007609, -0.03500958966438736, -0.0252721690566052, 0.38521305728300675, -0.3796824905618209, 0.2966570094473644, 0.2543906409880053, -0.08914726656025895, -0.14720780947952264], [-0.09244040532216243, -0.28745998133119727, -0.24989807912120982, 0.13811130419514672, -0.016770798289857478, -0.18630015314009873, 0.008672445548442993, -0.6606362365114494, 0.3127202523647224, 0.014380139246413626, -0.3916409052635298, 0.04951275911291531, 0.10990268874346534, -0.04612004633823175, -0.04181879201513104, 0.17326155336928706, 0.2734470561062498, -0.18476529956951895, -0.29113663186780453, 0.12805568585661004, -0.04247762961836958, 0.2642131503090732, 0.0130524915579526, 0.12005268395515285, -0.39092257710895095, 0.05734208577730836, 0.005180358337582458, -0.42045498712258234, -0.251987368434333, 0.3615145091484616, -0.09621232682192571, -0.22576976999597714, 0.007657774399788978, 0.15162100469438217, -0.5249747925160728, 0.3345671755112264, -0.3088384585410459, -0.11684311750044865, -0.17484373471531314, -0.08374777114897454, 0.15058622554650763, 0.04299728400209045, -0.6705663715124514, 0.09541186428513956, 0.16263790025372651, 0.20804465119588944, 0.10013680330735183, 0.022282905246754477, -0.034073739330875166, 0.08649543934049851, 0.045914170161538106, -0.4126808143145116, -0.22776882448170757, 0.1113573077066372, -0.2164537377102116], [0.07628215638684013, 0.36487141354474245, -0.2137846498721897, -0.14419689801475474, -0.43882454106866564, 0.002318196437419424, -0.29298914215508515, 0.09382827759316659, -0.17173367132609973, -0.07329145563854994, -0.33145871127309606, -0.21277259918507135, -0.16981025981412584, -0.376833240277565, 0.38318516023632887, 0.01957685802338017, -0.42610266908575894, 0.026725712678914125, 0.010614242383885482, -0.4189290126380058, -0.021136367241286515, 0.05941038261114279, -0.049788825627884094, 0.13495499027991995, -0.10567454992770733, -0.24439485620240325, 0.06753322716611329, 0.05872518553958534, -0.17583265568964696, 0.1161652972807999, 0.34795060768502206, -0.07497056302829812, -0.18059084199683087, -0.1509516469971341, -0.3047796249152124, 0.2152300899577132, 0.47778894741125244, -0.14710002298290828, 0.028144176749385783, -0.22981383357639365, 0.39535687761724353, -0.16790909126441061, -0.02791477217141358, -0.13260645654858327, 0.012051525549257492, -0.07234917433037535, 0.20847215185282747, 0.22987357740143502, -0.22264423021703514, 0.3149850977855564, 0.3725622449987863, 0.2791321767238357, -0.41284405296442483, 0.033562394838535514, 0.2541294272734262], [0.3502502375924983, 0.06595318539681638, 0.37475868453543193, 0.18893949513530844, -0.09413830214988132, 0.2736564438888773, -0.24405286437339951, -0.059663627481009514, 0.019929466442770633, -0.07089298419775855, 0.03284505355876762, -0.26913367348781564, 0.22321411297470894, -0.0819066273868998, -0.11320021825766144, -0.06140320334681086, -0.45422867986742144, 0.3864354595208046, -0.06416405589713244, 0.04715025076878943, -0.24686743857074137, 0.1625679223377796, -0.2781855193004236, -0.20298281496489312, -0.25008969956624455, -0.4764217214820725, 0.2962659798256922, 0.30349081882391604, -0.0877114963240736, 0.2086713624676453, 0.3056054899673906, 0.09313317237045252, 0.39280893528169747, 0.06095353567751338, 0.09548737006096397, -0.4169958196141865, 0.4304403869171185, -0.15649976554624406, 0.08199985545132996, -0.3069174067747423, 0.23024391364080732, -0.028085292136471412, 0.26898485152730656, 0.01766464594092118, -0.07488592855801826, -0.14742025452446345, 0.017267027558397985, 0.08626710589913561, 0.3025648400898623, 0.3981223226499007, -0.11292335126071087, -0.0793402459052058, -0.495122789349605, -0.00976703113856061, -0.09081932311145227], [-0.11256439008976325, 0.47648240531665953, -0.14649649613693472, 0.35091763399014647, -0.3007899786468163, 0.0015670123663872326, -0.01497251885725689, -0.1233171023414836, 0.02073965504555432, -0.31681185099736947, 0.0710841693094996, -0.13390181678843666, 0.2667641803958789, -0.5193433092140525, -0.218376698483026, 0.15757609611360274, 0.03585773553454822, -0.2859715142172935, 0.04000355167264563, 0.2732900802982495, 0.32739657842996983, 0.47010541135028505, 0.020965519858621585, -0.2108072764869095, 0.6019291093858932, 0.3944453768417223, 0.05641681127124765, -0.10661703052606593, -0.3984686553305864, -0.2878763900214015, -0.3270661361186343, -0.005517651251769039, -0.33094058774102836, 0.3196121842224051, -0.37257369674390833, -0.07369682091890567, -0.10094667434541571, -0.0851375627404953, -0.4040037396083829, -0.33872136159269434, -0.20128761908912804, 0.2796785006513291, 0.27059664971928726, -0.02166427422951124, 0.2197631290489495, 0.36028140489253624, -0.14094543099463985, -0.07648098804898064, -0.3819167393937697, 0.0922911508613417, 0.280285502523978, -0.4062926071728, -0.16069017485780251, -0.14216896058009146, 0.1342688309665377], [-0.12081508548659742, -0.07607311616553794, -0.020344129638522602, 0.16001265487736555, 0.07433157524459819, -0.03137909676456997, -0.2193497619740992, -0.11173706549628865, 0.16287101636945434, 0.08583534902378487, -0.4934259159016031, -0.31098953860420614, -0.07660562888095476, -0.367246036460456, 0.19708496243051687, 0.1534725732403222, 0.4988893174054347, 0.11575319759500748, -0.3315833028161856, -0.4232578036728972, -0.26917556125973235, -0.20118667324295014, 0.030134425792749744, -0.036932416549876, -0.4456180292112626, 0.5278876375233532, -0.3228936195462749, -0.11120158706489565, -0.3044621189354916, -0.5535093397923683, -0.0744364777658355, 0.13322559047406374, -0.28992446298107466, -0.5578653200411607, 0.09525346666768247, -0.09462158513875331, -0.14784708888893724, -0.08602895800899817, -0.11838219393124452, -0.0041555630701648315, 0.2514951104884749, -0.06927701337872998, -0.10978413853856755, -0.05813593131774661, -0.02974758899895648, -0.5176683822761762, 0.19080019631114983, -0.06170300378722977, -0.038957936487303384, -0.014302352599476913, -0.07425067498262293, -0.06418431639494845, -0.025382199408754056, -0.14341368703016913, 0.07615017411825159], [-0.32498738482743056, -0.13223021876984353, -0.1346619639030667, 0.07951502947787153, 0.5209013490396299, -0.11104014508365953, -0.5197337923219509, 0.263851564062061, 0.19739229803324035, 0.029434727238227494, -0.2787185882210728, -0.04059363234431449, -0.08471672384745739, 0.024985816160353568, 0.13186850486004065, -0.04249249138628322, -0.41069271340149405, 0.07485282689423976, -0.21386599374809498, -0.14910732825306897, -0.190009258659632, -0.22726008856548902, -0.4421182141864251, 0.09241389256241975, -0.2371447241154844, 0.18221198287945495, -0.20281744857462497, 0.02783004646583348, 0.2603959180336945, -0.13507997749614215, 0.4972702957469645, -0.03293227290999776, -0.03518358781491914, -0.0023631494589610516, 0.45608698908039347, -0.15163559393656303, -0.0212143396748393, 0.5381751558927844, -0.013524769291672636, -0.34461882602490124, 0.26232439677472114, 0.18039831037633214, -0.5733228846758015, -0.33227879252635406, 0.15970267501941104, 0.04924281452351931, -0.42233437595109957, -0.08203487548132837, -0.279317643117276, -0.18442272786330588, 0.04077465890289539, -0.2643689458077109, 0.17849304612749856, 0.07401783235063222, -0.12025071167217963], [-0.05931640661564827, 0.2070074672224446, 0.29001076846590623, 0.3276243326579289, -0.3104415948662188, 0.16202570748213313, -0.15364983712282632, 0.009852205114746455, 0.11639020376495943, 0.0955960113419403, 0.03134580747048762, -0.03687149670315325, 0.04692079495815541, -0.06771908558522162, 0.1127125904853806, 0.03786313958828792, -0.18163950552540387, -0.21869825310276736, 0.07489874135097067, -0.33083970282005953, -0.13332986690077447, 0.03791973774284373, -0.10798460745840081, -0.0003193956262256825, 0.053729380426520576, -0.20145388086126614, 0.2704171476065935, -0.4927249933131306, -0.31959569604298554, 0.054773878634390295, 0.03761434098966006, 0.11070537548145098, 0.08395816648364388, -0.1974939710634562, 0.03600178315012711, -0.496503808549997, -0.15388952977116344, 0.2574745393463162, 0.10958312885029899, -0.05376248018594645, 0.1499350338741239, -0.6390347544316538, -0.28457551058261266, 0.310367868902067, -0.11596822628941936, 0.5824921301093441, -0.13783543505332319, -0.2774003616719016, -0.09815942711455292, 0.12761722676868836, 0.16196056435088496, 0.10795669103086798, -0.07283226576822864, -0.004381082517777413, -0.0387553659615833]], "b": [0.4401595286291637, 0.4033470795005452, 0.2961784963515601, 0.2813040896819419, -0.15283890399301978, -0.44443075034116986, 0.3609738726674104, 0.3821492070216995, 0.17472901742018088, -0.34029589985913183, -0.1712509879006705, -0.1864446384796685, 0.052717964645888536, 0.418325818865017, -0.03159112152170011, 0.02120217124580577]}, {"W": [[-0.24549813900305362, -0.25594577014517156, -0.03347014979804805, 0.14268585357424252, 0.585418226660347, -0.30149630983480535, -0.1444149970636598, 0.3828542832637828, 0.3654757292534379, 0.11945727923435123, -0.20528499004484338, 0.09719299511453781, 0.44266176577969096, 0.23896237982706403, -0.03731805362556074, 0.10424225626842437], [-0.30676414828003434, -0.4222926666500437, 0.20717719700011264, 0.07649768754315649, 0.26393020641671505, -0.5524737382374796, 0.3706124404182986, 0.1092713643636192, 0.17544626979984354, 0.21273660831343705, 0.42973361041043573, -0.45575387462431177, -0.36494683621373564, 0.341655395401435, -0.5438718531736326, -0.039434747607703706], [-0.22460065479698346, -0.4342148627062411, -0.5384415980346126, -0.23491735717185502, 0.10260090544595821, 0.20343747616791358, -0.038309488217082216, -0.2968557244243121, 0.17335400157474715, 0.1777122014665717, 0.16577945618725587, 0.17404867084919773, 0.057194607801544006, -0.06944743545950546, 0.2748417611783054, 0.08828502878651615], [-0.6080787803277355, -0.30203742730987604, 0.08371013497392364, -0.02255640646792023, -0.07586800690579051, 0.23311124235045946, 0.1965710652559704, 0.13543889499231979, -0.31436970524898133, 0.23508359753777225, 0.10218301414270996, 0.08431397413098474, -0.47064294124738487, -0.14352456135457153, -0.27173285610910597, -0.15967917325884742], [-0.2784493477283285, 0.4394979970402221, -0.1906472847210938, 0.1396377880114013, 0.24837250883460385, 0.26934157573528256, 0.2250342697972929, -0.207792511341281, 0.6329607588996847, 0.4431128880200347, -0.11425645755354466, -0.23206103995176677, -0.443670780430566, 0.014673161379230942, 0.10656383190921434, 0.19985927362744083], [0.36330987205235177, -0.14958723062127602, 0.06256408277669975, -0.3941012013287481, 0.6187609280692682, -0.030602681012080905, -0.31302420102842554, -0.32224867241464644, 0.38381606839137267, 0.1688741756884332, -0.044542804768223254, 0.20262659590865434, -0.3558298503627042, 0.22787979249376997, -0.2850127592968816, 0.09708179734888395], [0.03497453038750361, 0.06433965737575585, -0.03813507541472319, 0.016661817120351335, 0.3362559742882179, -0.18616113222671385, 0.20426245584282915, 0.5169135844205845, -0.12295429697110441, 0.21496269140881086, -0.3736224176535282, 0.1401907590645832, -0.3183092207483738, -0.215961300238167, 0.11119897449583963, 0.48977585074926405], [-0.41172730631573384, 0.527410215895088, 0.0021126595895961525, 0.19531026082500813, 0.07480399241369458, -0.36157821109803445, 0.12794860289125293, 0.10489688515187848, 0.5920030060765973, -0.0698104648568936, -0.3340515395098712, 0.3033856673471849, -0.15610403134388, -0.15191407779662405, 0.28289607492784913, -0.2440715821693161]], "b": [0.3032469706999811, 0.3496521478599035, -0.5761065210116378, 0.09423904885116192, 0.01810679756344106, 0.3321613752485186, 0.15540206539163862, -0.15514129644465946]}, {"W": [[0.9765993184716935, 0.6523268901953435, -0.5989632829267, 0.28566417169127023, 0.026496970539713435, -0.10518920423309551, 0.3357112708650163, 0.14839218203823368]], "b": [0.38619981923726254]}], "training": {"phase1": {"device": "mps", "arch": [55, 16, 8, 1], "epochs_run": 27, "best_val_mse": 0.24573498964309692, "train_bars": 10196, "val_bars": 736, "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, 240.csv", "data_sha256": "dd87d11b2289db479135d0d8c351e665a52a3c1cbb75330ff2f99d3d3d7a4b42", "train_window": ["2017-01-01", "2026-02-28"], "seed": 3838, "regime_filter": "bull", "created": "2026-06-25T13:58:11+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": -0.08324534697337532, "fold_calmars": [0.6794073950069811, 0.0, 1.0812247136958444, 1.7242801603864806, 0.8869030271332221, 0.0], "fold_mean_calmar": 0.7286358827037547, "fold_min_calmar": 0.0, "robust_diagnostics": {"valid_folds": 4, "drawdown_penalty": 0.0, "pnl_dd_penalty": 0.3333333333333333, "trade_penalty": 0.2222222222222222, "negative_fold_penalty": 0.3333333333333333, "fragility_penalty": 0.004, "fragile_0_05": 0, "fragile_1_0": 2, "trade_target": 15, "base_fold_score": 0.5100451178926283}}, "recommended_thresholds": {"i_long_entry_activation_threshold": -55.13051190499265, "i_long_exit_activation_threshold": -27.24656298158679, "i_long_exit_activation_confirmation_threshold": -104.0435817512019, "i_trailing_stop_threshold": 30.0, "i_use_long_exit_confirmation": 1.0, "i_use_long_entry_confirmation": false}}}