{"version": 1, "asset": "COINBASE_BTCUSD", "timeframe": "1D", "arch": [55, 16, 8, 1], "activation": "tanh_closed_form_clamp20", "feature_cols": ["stoch_norm", "macd_pred_norm", "osc_norm", "totalvol_norm", "m3_momentum_norm", "m2_tiny_norm", "newaddr_norm", "stoch_div_norm", "vwap_div_norm", "stoch_peak_norm", "sendaddr_norm", "m3_div_norm", "bearish_engulfing_score", "m2_nooff_norm", "m2_div_norm", "bullish_hammer_score", "bullish_engulfing_score", "shooting_star_score", "btc_spx_corr_30", "dxy_roc_norm", "vix_pctrank_inv", "btc_dom_roc_sign", "us10y_roc_inv_sign", "spy_above_200ema", "gold_roc_pctrank", "mvrv_zscore_value", "mvrv_zscore_cont", "nupl_norm", "fed_net_liq_sign", "gc_position", "us2y_roc_inv_sign", "yield_curve_sign", "sopr_norm", "rsid_reg_bull_norm", "rsid_reg_bear_norm", "rsid_hid_bull_norm", "rsid_hid_bear_norm", "rsid_rt_bull_norm", "rsid_rt_bear_norm", "rsid_slow_bull_norm", "rsid_slow_bear_norm", "rsid_delayed_peak_norm", "rsid_delayed_dip_norm", "oi_roc_norm", "usdt_d_norm", "basis_norm", "cvd_norm", "btc_gold_norm", "rsi_subtf_norm", "bb_pct_b_norm", "cvd_norm", "rvol_norm", "active1y_norm", "hr_norm", "sopr_norm"], "layers": [{"W": [[0.09060126054464826, 0.3447569057835097, -0.46983843594785907, 0.14565107995410573, 0.23625575882685085, 0.6453014961087451, 0.2618108004663624, -0.4569258271349152, 0.2176264512313999, -0.09096430583916175, 0.370213202165445, 0.41725701958697153, -0.023338102668137753, -0.17810050854656262, 0.16807315986253782, -0.3167792765036141, -0.36111033080751037, -0.06585123539821826, -0.1700685745094679, -0.2479558754080204, 0.2915375112173534, -0.22898959154509896, -0.3426033879033275, -0.6496851714309808, 0.5397308582068184, -0.5663588509885674, -0.6373157357195715, -0.03686749800207675, 0.5384349998013873, 0.14263972822262586, 0.38899266547622036, 0.17317960999366963, 0.3453748209273411, -0.29709810391384794, -0.13718734516820041, 0.1581883841630281, -0.06345525238359062, 0.04266426496530286, -0.23379719244532865, -0.28637415158004037, -0.06930819021722485, -0.2819404528161672, -0.06872724229545892, 0.16654696521503046, 0.6516120929555309, -0.4258248617511769, 0.12971343762900292, 0.12276773708187706, -0.15426430049604636, 0.37063768939931774, -0.17938549976749835, 0.2419938487272675, 0.0661364402539009, -0.1497594640959479, -0.06810938698824405], [0.16599679619587418, -0.12995944179075475, -0.09520486641378004, 0.005597065147059731, -0.05024429452639641, -0.025591708335566666, 0.14458891527301487, 0.07993292035535125, -0.044788187121168305, -0.5410464927483097, 0.1767519233177996, 0.12661570495700725, -0.06755826573274497, 0.1599034634558637, 0.13914533291936235, 0.05104016022614347, 0.01913850601139356, -0.1128506101162743, -0.018552021017873264, -0.091787404416147, -0.2777283348581561, -0.4485103829839663, -0.31075765074438555, 0.20201664931309318, -0.18895753436741472, 0.27276954677252635, -0.18410365693870456, 0.09644490007362694, -0.26190337782497497, -0.29548754912721853, 0.12158182091302702, 0.23502365218316984, -0.11426900572334088, 0.6329587170850907, 0.24188666834475278, 0.04787543271074395, 0.11392650890791728, 0.12845060680477857, 0.21727319041544355, -0.2938734646676351, 0.25479189951374415, -0.11816222054451439, 0.042169612917560925, 0.052456439799630314, -0.21542353687143703, 0.15465586850760166, -0.2386125607425246, 0.08950597819522163, 0.2856481871583794, -0.568651945391826, 0.2704639832489177, -0.20621504596144882, 0.1619499189398343, 0.1677376082857363, 0.10648886227913895], [-0.0593919121853617, -0.07241016583752946, -0.23656119123231, 0.018424725348945008, -0.06758119891942822, 0.3607489410650956, -0.2188733041817005, 0.41664034303894465, -0.30617252734312594, 0.08192809354500948, 0.21108826101034936, 0.14541685574052143, 0.0016518885316496104, 0.24796164399681955, -0.03895851093468872, 0.1042918674201311, -0.0711345629859095, -0.12436414597094103, 0.18565062150358394, -0.2871296639178924, 0.22971530528815912, 0.09720723387682602, -0.11175461461503305, -0.08567592519685635, -0.006107352796198121, 0.3087824825830001, -0.18399721375237732, -0.3769602392586488, 0.0961927412569316, -0.05488053117021796, 0.09648924894857308, 0.16259955371972967, 0.08162523771973809, -0.5327068652279645, -0.49171370169628464, -0.24741426525870935, 0.1392076336472776, -0.24022548741023084, 0.25959388257321336, -0.18909166017945656, -0.15035427922922556, 0.08964822797346682, 0.24313311756216452, 0.245498125489239, 0.08133235105902518, 0.7729565305683964, -0.26993221497138287, 0.1586322420187395, -0.0759806173127781, 0.14279644428894797, -0.09615226804066132, -0.01958710928187489, 0.0701566191206307, 0.09087254801732579, -0.09181662841959941], [-0.0709530116948856, 0.35832530809666546, -0.09330917154073692, 0.23269775289283925, 0.12649503366921264, 0.15750544229014954, 0.2706864215012459, 0.5015211663967046, 0.21246057589854775, -0.43512816272810095, 0.4614237961245818, -0.14433639082587268, -0.10940476993387657, -0.26881939675844607, -0.34369277541811616, 0.06472694400417278, -0.01901017948467651, 0.19131886794122402, 0.181205109322048, -0.07243560696328327, -0.1038714077670741, 0.023791609277620834, 0.2596451404169634, 0.2029086936264471, 0.45501270924695386, 0.10658735523837884, -0.037621256274300574, -0.017995756704102583, -0.3082726729855536, -0.2189486403817574, -0.046673957848936715, 0.14907692997497932, -0.17381830318341776, 0.21022641627846683, 0.11716720656732676, 0.3838413846137373, 0.30061664596565185, 0.2980420438274519, -0.03700186957142656, -0.20413319252058879, -0.19364387792674287, 0.0808520129613085, 0.27144925625157107, 0.12767929958900914, -0.1669675835498726, 0.15817971403074182, -0.16620548478780803, -0.10561797211861934, -0.016470154628120064, 0.32842394849996265, 0.2619048889458228, -0.013928404063852621, 0.038242386404887745, 0.38994788034517447, -0.17011059640479004], [-0.057537357378315446, -0.18495342484981028, 0.32233073072752416, 0.2854165528287826, 0.1124099700987722, -0.5425795782594208, 0.20034844494995, 0.028900818298617063, 0.10575381223009336, 0.08794892303085959, 0.49140532111440727, 0.16794935488217066, 0.026515564523854597, 0.10458439421443469, 0.23658869281731273, -0.27659826762582007, 0.2283393972188737, -0.092623602545128, 0.20638544893925653, -0.03895578594187058, 0.20943859736382817, 0.2642338644229645, 0.29283637544363533, -0.5058767883555096, -0.13493966062814605, -0.039120213836887914, -0.4060929210160216, 0.44400889830862, 0.0829644590542773, 0.38802020252076663, 0.3216238416914162, -0.0742224138517874, -0.12173405772221271, 0.5414041329996359, 0.2163511353439435, 0.1821095427938986, 0.1995207496759853, -0.39679584111400334, 0.07190587348109226, 0.03792796234826848, 0.4368987947481646, 0.2529940135218938, -0.1694516396598241, -0.26492155275395, 0.010782375004354352, 0.020447217046575636, 0.029399528421955853, -0.09610245644236431, -0.28345343593425004, -0.11099945818563302, 0.21053457604172224, 0.22035568124326627, 0.5261305703413656, 0.25086672281996003, 0.06201739294061853], [-0.08899164671700673, -0.08860669215158885, 0.24878339420215329, 0.20343570079260243, 0.008821422205970535, 0.37049588926309135, 0.11529064595233067, -0.11161992833676143, -0.060961001896941064, -0.08810185897494438, 0.132684531470258, 0.21044483904046532, -0.20431623559826728, -0.23284164997658952, 0.36434564387443524, -0.14511831446629422, -0.30088695414574784, -0.2073271179077073, 0.2548887138040175, 0.5011941852136229, -0.26726596650619466, 0.005355023104494851, 0.21437509031471985, 0.21283119895539127, 0.39787048880340026, -0.03718168328187388, -0.4358182730354848, 0.12772788072363084, 0.3093785853152237, -0.45444924716656027, -0.38234515321952883, -0.2124575797270873, -0.36162280630443255, 0.2725822800733589, 0.033325579532013705, -0.304690329927114, 0.15212133609632528, -0.1252186366097659, -0.024005478230985568, -0.11764730579084484, -0.026735415936640673, -0.4006112136280916, 0.12768979016289733, -0.3232161930408929, 0.09926692037601308, 0.016324711989559648, -0.09508222957785846, -0.4466977826311389, 0.046307284446126716, 0.24735244738369022, 0.3177922031307625, -0.10759119001763284, -0.102734907228553, -0.13242157253993617, 0.13042456209812817], [0.29246217513625844, 0.5932534264320914, -0.07469064356626512, -0.1575668796968837, 0.12955079739838188, -0.18283363288339455, 0.06054025754682584, 0.003556820858211414, 0.37464850965276636, 0.20285602859873508, 0.6141870886595286, -0.27486772142370225, 0.15070918967050517, -0.22580465181571457, -0.11420574828664198, -0.06864127598518058, -0.11370615295485896, 0.1983230269865698, 0.13950181323805436, 0.5546857119958871, 0.24860457404601985, -0.033933051970673415, -0.25697472921603287, 0.18381688802804774, 0.40283816848332415, -0.007508890664099686, 0.25545425949471295, 0.05882954441949154, 0.028759894756972097, -0.28674292591942385, -0.31646281660785125, -0.49172249581106564, 0.16998048855638234, -0.2279025727153583, 0.2653535575628282, 0.45239869308743935, -0.11879892673449444, -0.448848277560388, 0.7871962919673022, 0.09599284768264685, -0.2100076252188522, -0.16271404707165082, 0.011885096598218806, -0.24439732053317131, -0.05267210075782098, 0.23392540248016416, 0.28882533224248624, -0.15956692854228838, 0.2534234227071833, 0.1388200519661391, 0.2607639441647736, -0.16004356287328853, -0.012633776731786159, -0.10344790421299838, -0.06047552406044619], [0.14965647999782086, 0.161783862653476, 0.18263190227891088, 0.007632253831834218, -0.08871273398207531, 0.30497486554996994, -0.25912578276042997, 0.31588960406628547, 0.2560354417020606, -0.19781600946257274, 0.20503175603819745, 0.10415479319382091, -0.3875618951928817, -0.350753542252219, 0.40880237952146753, -0.1795764046969536, 0.3402151238549655, -0.23265491163911242, 0.6125748283588723, -0.10001490897856286, 0.23416364213541788, -0.6747619490274747, -0.4972564675419972, 0.10448282311746093, 0.2034849693639647, -0.4708578875842669, 0.21334230259648554, 0.014061621930091497, -0.04661946735178562, 0.18117131966238054, -0.40539485947111087, -0.5780008703620751, -0.18794304042710894, 0.1960259635862065, -0.3894956729212177, 0.5705359829571969, -0.2628527253242669, -0.24521405016040504, -0.32101606502193125, -0.19269451237426874, 0.05700349487685034, -0.17820210702461003, -0.3366360327330028, -0.20780119666383387, -0.30027088997484147, -0.5878451874793914, -0.12881918078007681, -0.16143806975936748, 0.20301956071283045, -0.29790587256339807, -0.21193939589094343, 0.5061525878682739, 0.23508119907905975, -0.1684818008407752, -0.1329499714505486], [0.05083192096022512, -0.5232398719800088, 0.3881988413621508, 0.21385123454292787, -0.03215868790763698, -0.05214192008358723, -0.09924493975223642, -0.1973943555365942, 0.35655057618605646, 0.11868870379583157, 0.28234829738354233, -0.22366525003336662, -0.28667024177606637, -0.0641412001837254, 0.12913305712290915, -0.4863410035926154, -0.19051185128126605, -0.15377343932715198, -0.19008202866900265, -0.20670859134092362, -0.5626309581246599, 0.01079325732537699, -0.049134255457190294, 0.1394448049080363, -0.2627327001911073, 0.07839810528211956, 0.29230982723542154, 0.6418608649345442, -0.1619953913946381, 0.22961882583499127, -0.010888376521209449, 0.1356499092271568, -0.17396940710716596, 0.17800101383258332, 0.3021581602129592, 0.08961525054240356, -0.3172858791898926, -0.030783633492861437, -0.5834595559010463, -0.21886222433089536, -0.07180549716288366, -0.0855551682984104, -0.09547949607331, 0.04688457291547507, -0.3186598172909041, -0.20218161532982035, -0.10046894870269352, -0.3755134672945814, 0.1708543980170001, -0.036457381572730055, -0.16906995274044673, 0.1733461372671626, 0.2946240721452355, -0.2939667974577661, -0.1952388692478959], [-0.31402622986483153, -0.19206479032668167, -0.050918104252421346, -0.03312326213931345, -0.0852468623090598, -0.2153343224689125, 0.27209883921891226, -0.10867741312004936, 0.053273823251965516, -0.2842794424272997, -0.01024229406022549, -0.29668905012007285, 0.1171893147335192, 0.2606590651199603, 0.1197264720734517, 0.29907726672358886, -0.5293637953558067, 0.27523987475027106, -0.3011948948372871, -0.2335256984881019, 0.015932900820944843, -0.09623088546989561, 0.029090326056659285, -0.5553145151394439, 0.34954659104153796, -0.1459318894875863, 0.038149070205451455, -0.2971768649380082, -0.21957669384920792, -0.14021370650964127, -0.05328811231654718, -0.08318859047066106, -0.0658824435353345, -0.2497105299367535, -0.045030729958897966, 0.2675403200018822, 0.4625408226445207, -0.21059255989962616, 0.09235471727887212, 0.1316411842967281, -0.4263646379353385, 0.3384155866545346, 0.17191103603778127, 0.29151780791042126, 0.22114718397893757, -0.05665323886109353, 0.37407212952137814, 0.43696949883318376, 0.057122943699311916, 0.37009787723367854, 0.03728985347750711, 0.01492114997370464, -0.37187825530841234, 0.24627301094541879, -0.06181255554484383], [0.07432821337186174, 0.08370196354363321, 0.24720223990744997, 0.35596259846522327, -0.17297377968763802, -0.3064237108235413, 0.21484863367799747, -0.12996167885170035, 0.3808044311127823, -0.13886521441572075, 0.12149273934594718, -0.10221256580129218, 0.1398565702035969, -0.0429920546953029, -0.006169598081687072, -0.032450819329580965, -0.0804216618079215, -0.012592345359476674, -0.3544389541369354, 0.16308708389173368, -0.04243518229555629, 0.29653709011460866, -0.10904990462605445, -0.027715185517909812, -0.1701756929501963, -0.03359415506649717, -0.008663380208791385, 0.12395613385301447, -0.18247026582524814, -0.34756575819499513, 0.5541622874865733, -0.1536146009516228, -0.19152364582173154, 0.016364224068906457, 0.026442732926030707, -0.23440539582176634, -0.27477088391529725, -0.0369896766929327, 0.30924819856917457, 0.031718829829129144, 0.1845942711255716, 0.26235248826828195, -0.2446400682774339, -0.11489078131611895, -0.10031497945534543, -0.2359064639442451, -0.19675076125082408, -0.2944522603001368, 0.1307308244118631, -0.08200538417935349, -0.015471867540714309, -0.14279544381858267, 0.2182122322567403, -0.0050514062776924815, -0.08900537410309488], [-0.12876703620010757, -0.6756483793395615, -0.2791558863995132, -0.19897777983353776, 0.5094282401494196, 0.0222982712894894, -0.07369738122807401, 0.06227846893649229, 0.3281193355871509, -0.0666463244684234, -0.5739798010679154, 0.307689883791453, 0.1171983777449089, 0.22890654963437185, -0.028564816588903953, -0.058203843969904606, -0.4986626555544365, -0.02175066055405174, -0.08516377074606377, 0.3811936048789011, 0.2121197374331625, -0.1753769901513949, -0.1453242579540221, 0.20045263568773755, 0.657751937579029, -0.35106687237804, 0.12179671791911037, 0.5744032487722024, -0.2198048400414502, -0.21066368373788197, -0.029030896729106796, 0.12307728419515397, -0.3337456038036164, -0.5089811362442189, -0.2508315189818879, -0.031613166988557775, -0.2300203121941642, -0.16904611712972856, 0.3518798930433395, -0.40457994446879136, 0.07619715223495484, 0.009765655973619742, -0.01829968312095799, -0.19493305372646355, -0.1993522000636858, 0.1393800460119381, -0.32746291106747893, 0.2806840557738938, 0.027541286408525115, -0.43456064376973924, -0.163648269051356, -0.06707951518790939, 0.20569087946409045, -0.1934950579648164, 0.0818146757873275], [0.07148033213501843, 0.18847057065083364, -0.4361401129907033, 0.15367218347172967, 0.043989788191254195, -0.019476336292577334, 0.2644800463750009, -0.12927509143522706, -0.16667118630425812, 0.0996589344625175, 0.4473117165841938, -0.2860316248300563, -0.06543788004862325, 0.1752038408620618, -0.030022664192470516, 0.21316476025248166, -0.23798215278465765, -0.11533427423893083, -0.2777022714401271, 0.5947208788380768, 0.2992935438108017, 0.21124043920928504, -0.2134599314154412, -0.3600269493907072, 0.13240980417565057, -0.23622505227647525, -0.3438260031735042, -0.10390629577060907, -0.00904831603474135, 0.0399795658295603, -0.03693580261362245, -0.021348938145204714, -0.3911757137733808, -0.26669893698865554, -0.32241162973287135, -0.04342774948870144, 0.26549046347676447, -0.37293874263926324, 0.13844840580933201, -0.05862481966542857, -0.08869571784703784, 0.010518202119676781, -0.03009620683154709, 0.21110961340246986, 0.06220612842408409, 0.25195970094830256, 0.10289112339449845, 0.06025281161049458, -0.09918815444067927, 0.20642040346959983, -0.21888409828314492, -0.2046729794552381, -0.007823488295336549, -0.5454491459075178, -0.17325291019825032], [0.07392382535926692, 0.43494109842218, -0.12195478152631647, 0.158173811457833, -0.1463489496675865, 0.37628781040775033, -0.3772910591138028, -0.24154829496090557, -0.1617426839913522, 0.0600728041978842, 0.17903930155024708, -0.573854354410546, -0.21798670165087178, -0.24760409854388268, 0.20934536212357344, -0.023092587066550308, 0.41238288754827523, -0.610434722548398, 0.03280468498761781, -0.1634730106844361, -0.1575756370065134, 0.30088605197274304, -0.24093665882586965, -0.12083117085134237, -0.16621854139514475, -0.3353767988469441, 0.027324927210362684, 0.0997233297595299, -0.00917038930450078, -0.12524171815349128, -0.2454418033798147, 0.7427717671056661, 0.1579435928571194, 0.02589745658816447, -0.41285154776438293, -0.09214381600977305, -0.022221033295329286, 0.2520893828135, -0.052725727779001606, 0.0952799472097351, 0.5452528240178758, -0.1639131883054628, -0.005211369761994537, 0.015979161445182324, 0.1294499520850568, -0.18921722433888766, 0.17266649393409111, 0.22514171257205612, 0.18593986800788623, 0.16634495596933846, -0.1301265311907055, 0.21219638528960766, 0.16676514499934955, -0.2610599179020884, 0.020052717596396125], [0.048938994978102945, -0.2406120146304273, -0.18078180869918276, -0.07289006284116256, -0.32955591431887066, -0.2857104600456778, 0.4792639514569225, 0.013029846980194236, -0.13368920438215523, -0.22291781109244632, -0.18379226765645687, 0.28990679621285625, 0.015743053266966088, 0.32381029330110245, -0.3525122181851098, 0.21486873370611137, -0.07448099065791136, 0.23772181637187723, 0.09214537661107715, 0.21842574683784274, 0.26687878602508763, -0.2571677088188838, 0.23396168891925095, 0.27706396402605304, 0.2261475702402876, 0.05218027406350191, -0.23988081801992328, -0.05356918589737662, -0.18794615814962048, 0.1312371874788042, 0.09787044367333544, -0.3666891419040738, 0.09484534212450495, -0.32927442315398425, 0.2094738188988566, 0.07078037515840349, -0.07189565494321438, 0.20765029348852487, -0.26966878097133096, 0.22388677861446576, -0.08429139606193739, 0.13329671537101995, 0.3934019641006069, 0.16015153170304428, -0.004707613205991005, 0.4193540030633988, 0.0014793613501060572, -0.1698501897288626, -0.3620927144302817, 0.08343790331686757, 0.4324483485586339, 0.07785574764993586, -0.3536677819091265, 0.12596540978244375, 0.19965958200680084], [-0.2844022424142627, -0.040189841982811954, 0.09838860200318658, 0.2817300182981789, 0.5280663080742549, -0.09966825027573115, 0.08633978842630011, 0.09450418581724035, -0.22309604158171276, 0.32788986725401725, 0.2553992995998004, 0.1333898135704748, 0.1941701613902386, -0.056207934761668125, -0.05324544873152021, -0.539986095659437, 0.05615898020010505, -0.4003376967563432, -0.04852711556512846, -0.1454962023337536, -0.38164204658918255, -0.05438995656197477, 0.277848512500612, -0.3665609343063274, -0.37377046442221057, -0.07286094981470007, 0.1425587878302853, 0.3218074427483249, -0.19968575906705413, 0.24951322572053417, -0.07192979792631593, 0.2917268064840875, 0.19482787028221815, 0.3065516357272641, 0.2636009429051284, -0.21213275862634368, 0.14604626182861538, 0.1832055662674748, -0.416467946532391, -0.19591413007793118, 0.004199420350471808, -0.15961355539709238, 0.08010124875678232, -0.1414066041672129, -0.05836596043346939, -0.29543376079111017, 0.08246526805112674, -0.23786526192004245, 0.3237624649032244, -0.7870932744435346, -0.11981232947958718, 0.12984301394958989, -0.06797759306689405, -0.4880352660919038, 0.14148674173698303]], "b": [0.02035811792728718, 0.4524517142440324, -0.15508982854377665, 0.10346952835884134, 0.1318491823918557, -0.2831963485904281, 0.049198984785924535, -0.312642050390235, 0.20046335947393268, 0.3541285503937996, -0.16065386665663078, 0.3123519655447952, -0.12372012657566475, 0.013793726092887572, 0.030067514819958036, -0.15305355391378692]}, {"W": [[0.3861973861926679, 0.1364005105955, -0.398349692426945, 0.011699329769154394, 0.10386480203807005, -0.12486381558548594, -0.26096264529499674, 0.342297863803276, 0.30320827253623034, -0.06996134794877967, 0.6658818949800492, 0.07502705891775227, -0.48063843524119965, 0.22858726378175664, -0.045363848595419365, 0.15379818138129758], [-0.3278765575176279, 0.34778283591340453, -0.1372698504671579, 0.05904753576992095, -0.018799422374365556, -0.3158102596789747, -0.2681507150425319, 0.42390765002530667, -0.055836221959778914, -0.17689733136173644, -0.37467739625449176, -0.7365747130687902, 0.05505643421239027, 0.3093623834953681, -0.4390381981606975, -0.015151494206226471], [0.03122327215452393, -0.27536527905622576, 0.07734788721566613, 0.002326144503827468, -0.12659772040109707, -0.16940829562636817, -0.24899765590391978, 0.11649454030067337, -0.19633886481076637, -0.2134410365734092, -0.18972320593003078, 0.5493945952077499, -0.13649821046742389, 0.6479925841672256, 0.10313517511406578, 0.5916355417364778], [-0.10376175740774903, 0.40506512523259314, -0.027633297679643676, -0.5738040637040652, 0.056984198577122044, -0.37888161615750116, -0.20125894022712848, 0.2384436068483849, -0.061764141106604845, -0.22629972889379157, -0.0030959139322423654, -0.38142556242053877, 0.41313969227639574, -0.042454080596389575, -0.20192719313799018, 0.12459433917842795], [-0.39648220131184536, -0.11430563433846574, -0.07043160599733896, 0.058361517783870304, 0.3043489031556721, 0.11023313155439242, -0.18429554748493746, 0.21935047161299437, 0.2324646443146551, -0.27029814052161943, 0.2217740094035969, 0.1738353853074093, -0.04285450809022132, 0.08587030473275242, 0.0942930622965171, 0.21910438020086467], [0.015551964758362978, 0.07005924136295856, 0.357044055804786, 0.23692252685472412, -0.4878951181944967, 0.21956781563919056, 0.05268249586475239, -0.014548074240639919, 0.5688264035905262, -0.053119565981974204, -0.019857589338165522, 0.20114403294854788, -0.393540677616722, -0.2949019650425812, 0.2647928384387545, -0.17458578183113557], [-0.2515822867536862, 0.17145313699851225, -0.42088894291081896, -0.16000337897032277, 0.6772104217585925, -0.006691696829191693, 0.307536627450675, 0.014727741161157826, 0.4083163340354496, -0.13807980203256667, 0.24164875438914465, -0.24419445554690122, 0.22583598427699447, 0.5639765679580275, -0.5606522333872311, 0.20841400008896135], [0.30862509188365317, 0.43009889815509483, -0.17691379145488112, 0.005671006264797038, 0.16164099895198333, -0.2308552526510892, -0.30093762625654785, 0.23546529984430056, 0.20604527158029484, 0.20393179735980602, 0.15388175187259578, -0.1760113423174784, 0.4931208300749323, 0.4155351568899179, 0.2912035376233686, 0.052400649890911075]], "b": [0.2846361667304324, 0.11345012567170316, -0.7451140110938846, 0.2136727141834582, -0.3568713592761618, -0.1255703467737777, -0.08949463485567467, -0.47887554277966754]}, {"W": [[0.1311197239245474, 0.20788692580877483, 0.3425539641931648, 0.5751663011981905, 0.04765627338451491, -0.4147381350670869, 0.6388100173483011, 0.18630905500936973]], "b": [0.27658529469109]}], "training": {"phase1": {"device": "mps", "arch": [55, 16, 8, 1], "epochs_run": 64, "best_val_mse": 0.23570950329303741, "train_bars": 523, "val_bars": 9, "target_k": 10, "vol_window": 60, "target_scale": 2.0, "val_span": ["2025-10-01 00:00:00", "2026-02-28 00:00:00"]}, "data_file": "/Users/jameslopez/projects/TradingBot25/data/mlp/COINBASE_BTCUSD, 1D.csv", "data_sha256": "cd7d27a2fe2acf2e71069adf804ed2304e81f52f409d82ede882ca8c1589284e", "train_window": ["2015-01-08", "2026-02-28"], "seed": 3131, "regime_filter": "bull", "created": "2026-06-25T16:26:07+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": -8.22593006783872, "fold_calmars": [44.420457175789956, -0.9969985875835979, 31.870640284553662, 0.0, 3.2193940425158427, 0.0], "fold_mean_calmar": 13.085582152545976, "fold_min_calmar": -0.9969985875835979, "robust_diagnostics": {"valid_folds": 4, "drawdown_penalty": 0.0024156984819038506, "pnl_dd_penalty": 0.5, "trade_penalty": 0.26666666666666666, "negative_fold_penalty": 0.4994997645972663, "fragility_penalty": 0.016, "fragile_0_05": 0, "fragile_1_0": 8, "trade_target": 15, "base_fold_score": 8.860807930507104}}, "recommended_thresholds": {"i_long_entry_activation_threshold": 33.30106753560992, "i_long_exit_activation_threshold": 223.54229758601377, "i_long_exit_activation_confirmation_threshold": -225.8598996673717, "i_trailing_stop_threshold": 30.0, "i_use_long_exit_confirmation": 1.0, "i_use_long_entry_confirmation": false}}}