{"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": [[0.12030945099696004, -0.10097400539179531, -0.08430875366547202, 0.06092733769160567, 0.3471064361449326, -0.3983300719726028, -0.07793018306790098, -0.18856380766475683, 0.1391400825829693, 0.24733954093525617, 0.34893249741793375, -0.1717494929079874, -0.13566365731362537, -0.1159600093984568, 0.23032394699432263, -0.16643946836268542, -0.031865700321818485, 0.1909861869875399, 0.17971156159215088, 0.15263210605918437, 0.1956655553549426, 0.05422581858231036, 0.013912051479289984, 0.15566141700719305, 0.1884901524238464, 0.2334075797744192, -0.023580744163582863, 0.15912208065584088, -0.3449647845208336, 0.16985120756999547, 0.18116981748722263, 0.4199006939935352, 0.2699623821192833, 0.18166082212136797, 0.026103747976988008, -0.06444447395073322, -0.04287464459946123, 0.0934124711723941, 0.04999674967912676, -0.1339531007922569, 0.017861739465078415, 0.4140751326418911, -0.3226768233804906, 0.16423635113226717, -0.13171374445309356, -0.13544530959173812, -0.014212602526216558, -0.11567633330333049, 0.12908208900067136, -0.02504087931961732, 0.17864946908582977, 0.36758857475523765, 0.15176072078796068, 0.3047315485901046, 0.4414921719067276], [-0.17644560823593927, -0.18769661951746164, -0.3152993659964826, 0.07896167633878606, 0.15494412158693585, 0.3917192994210245, 0.014035148461914046, -0.2816839524938361, -0.2370206946132072, -0.10914605160733694, 0.1388683115886151, -0.3479942240715891, 0.18514790411313703, -0.14270667424126815, 0.09267818258318133, 0.19169969704067358, -0.230118216369765, 0.17176769080761095, 0.27532403494347985, 0.16522357872745352, 0.16363263919829904, -0.08424066732857174, -0.14789602576873578, 0.564962867868141, 0.03677325434653851, 0.25411289592033287, 0.1446431136868284, 0.16445571097260758, -0.23068743361810118, -0.15234610105945218, -0.2106208730410859, 0.12119220226816728, 0.4399149691443872, 0.17464962817380203, 0.2162442659585438, -0.05952358852280335, 0.02416394291313593, 0.15367179289683663, 0.5714594689073872, 0.40438641029482786, 0.10741479888610048, 0.026723972368308063, 0.5621954883830433, 0.0416192069743038, 0.31376624872683223, 0.0553047077353291, 0.28426038978295803, 0.23109430875395384, -0.07250216853319749, 0.050891305503530444, -0.048799433788610985, 0.17435027113142867, -0.19435775200884167, -0.23135380817747375, -0.28853014548533296], [0.010901259937742385, -0.18984036398849916, 0.21066012042747279, -0.13373199903151484, 0.005117432653022058, 0.002339221396897448, -0.01643043755055252, -0.3039116814061381, 0.3784129396101858, 0.308777639851069, -0.358465009572537, 0.10145858520011011, -0.166751327811623, -0.2626155222528007, -0.24420355430022803, 0.4844145076809083, 0.44942255002038406, 0.10607914521066988, -0.2939223729657718, 0.3311046487665038, -0.2143427733316052, 0.15348187966953905, -0.2097144395557123, -0.21347431013597037, -0.16736181153509472, -0.023053941580090213, 0.11451127387116256, -0.32337324458476885, -0.31897684748724836, 0.07274406640853155, -0.4015658737571385, 0.5090209169742009, -0.19905083817914465, -0.6415199021944782, -0.09323488496205684, -0.22188781002492458, -0.01520173640053333, 0.2943268831974192, -0.27292984231490464, 0.20117201515447292, -0.5153105170799357, -0.14264706383942635, -0.23929973898819495, -0.028723239434031912, 0.1461963436006977, 0.16987110233164826, 0.668350030048785, 0.1775993156325832, -0.13258743985604465, 0.007258315860363929, 0.2163428906811823, -0.5903093277987385, -0.12539545174173453, -0.07263665252375405, 0.11974776653523284], [0.14988835439386192, -0.030632709859866034, -0.44808676532656544, 0.08166189223789665, 0.07739254885208796, 0.3444019162091898, -0.28789241291849627, 0.11410038789565422, 0.22071038643182447, -0.28982861381966935, -0.12818989870003256, 0.07043668689144494, 0.14682681613547502, 0.13853163975804006, -0.48589537787681303, -0.2972339761726295, -0.24542538662618585, 0.05321808854952219, -0.12834901497637663, -0.020013024227327578, 0.565788607675735, 0.13898006676267408, -0.15794339851671832, 0.03399328575530625, -0.07691187693183772, 0.5309530244545732, 0.2168378965204348, -0.10889900297879232, -0.16207986299478, -0.17722359938621196, -0.12475321555127894, 0.4378362465190595, 0.5936157983988598, -0.2417685802816636, 0.15304418249747206, -0.026212835396670797, -0.1729765923214098, -0.1400606635891869, 0.42266433855208146, 0.24745264488353236, 0.3203617541816196, 0.16076897778112592, -0.1444134010690118, -0.14200027542808663, 0.3085388613255961, -0.20832851505550712, -0.44316199511724796, 0.8472891817223421, 0.17815587593866128, 0.40409819232077226, 0.08148494546179741, 0.2643722333284177, 0.0744118613426651, 0.20937094154697558, 0.13064954898090103], [0.08856781911207895, -0.6451227115903897, -0.17859675472440284, -0.146833737898088, 0.15969906048059324, 0.04369069075786258, 0.3608888571679632, -0.11957800323072289, -0.41020481176742885, -0.10852662973253205, 0.3639655924349143, -0.16950580531084852, -0.0500828575725116, -0.18187740084088466, -0.08550855176010622, 0.009993425197428015, -0.1371838181925182, -0.08067012264686789, -0.2670973360512359, 0.23257984898314515, -0.10078262381020939, -0.16173610336151237, 0.30106620285854885, 0.2793269301387373, 0.4331769039796909, -0.0037761867456592123, -0.18015032013590088, 0.09804858887957989, -0.10431696189772025, 0.19840974530202454, 0.4826388539921334, 0.19324492038923127, 0.20039016974120888, 0.08571695181349542, -0.10113249353760782, -0.1858710084038524, -0.006939927385971923, -0.09728263190877932, 0.032504431336463246, 0.2977065469508353, 0.25074338842590993, -0.1969915227288975, -0.151082288511333, 0.48593615655771616, -0.3163562084234782, -0.17580397200749265, 0.03864217164497916, -0.22315783552859791, 0.1602792621167439, 0.010195834056458353, -0.23217432250100825, -0.06431291512673301, -0.014759216696556166, 0.1000940827400484, -0.152279068665061], [0.2437050035781936, 0.006624109584805589, -0.0509005484649795, 0.6295908106624875, -0.043005713133727405, -0.10883950034377066, 0.2880251137228901, -0.14695379212417975, 0.16588167191052866, 0.10785482474203677, 0.2153555480365639, 0.03234182298558489, 0.07317273457873354, 0.16934847584169566, -0.09906293891538473, -0.3948134601900967, -0.17362491784791415, -0.297235684579918, -0.23461849964466874, 0.1953806663786403, -0.11198247169806218, -0.27192139604099247, 0.05861941401668524, -0.4161024432265249, -0.14712813248187218, -0.21875888900900683, -0.2715444518346067, -0.28644929212680564, -0.17577543163732676, 0.20166314064135668, 0.09575951697235546, -0.31567444165461017, 0.37975523132093025, -0.022772429871158996, -0.12829316970918536, 0.19283443653561888, -0.1066415914530481, -0.12975067970881202, -0.4283352009633454, -0.06336002825339118, -0.5890472883794132, -0.40703745399548297, -0.5686619752533625, -0.5463443692848695, 0.09853994741272695, 0.07841911419510084, -0.15987009812895067, -0.027024680636637044, -0.12067653189995509, -0.016045392179201392, 0.2366377811882216, 0.49757842842950933, 0.00910488532116947, -0.3101601725265452, 0.05837282216854292], [0.1493721878177299, 0.12684850715859108, 0.17778499399265016, 0.13008992793433816, -0.06835334555853095, 0.43305248252928086, -0.26508290860094064, -0.5783808870486964, 0.2594584478483133, 0.17410698880455197, -0.2970691471713599, 0.2635879187843989, 0.007503576767898246, -0.3332893982019011, -0.36235588846439354, -0.008288394931937898, 0.36424541861115917, 0.04308305479173251, -0.16184513501808293, 0.004409473240732712, -0.016476603318820466, 0.25099494709525055, 0.6514082569866724, 0.2767646402069711, 0.0007864723996785852, -0.46870547938083784, -0.18824396142295988, -0.4025612928178911, -0.10429136900950714, 0.044387458329240584, -0.12302335574655979, -0.07938471992099379, 0.14453607371091498, -0.26485112903978664, -0.34469252476047196, -0.2924394992554166, -0.05308817499057096, 0.5495967472448933, -0.06676455196295664, 0.10847189586151075, -0.04866111263494395, 0.19776996292971816, 0.2990734457901726, -0.17157567829791598, 0.001964222844800379, -0.2889018024677297, 0.21950860116534768, -0.08961355184415695, 0.03402377665684929, -0.5040620813112411, -0.19878506447413677, -0.21748414884860975, -0.3800985114309876, -0.025038129484853323, -0.12256255705679572], [-0.2002566346451429, -0.01767134971732874, 0.06098690200149363, -0.03642898386703368, -0.2619867626055807, -0.08465459048577928, -0.13208220766753698, -0.28209689494526285, -0.0061044950189836356, 0.11069336724360529, 0.21058248601025276, -0.14238096010458784, -0.01611353565412392, 0.0514511180500104, -0.370686826733757, -0.31287364437487547, 0.1629037688702302, -0.05258374884345364, -0.16544381996740584, 0.10780273218023131, -0.06592882267160459, 0.059235475753420364, 0.23575859246306016, -0.06701078796520135, 0.11422448292282003, -0.18494056122921804, 0.31842270043295207, 0.3224577832648316, 0.058702320008220406, 0.04549125774073982, -0.21577850994384887, 0.22964582540765724, -0.06613067369241507, -0.18888657898036332, 0.33995072645514646, 0.2952819189503339, -0.5556901712683928, 0.138964770232964, -0.272944540455146, -0.29625585386546355, -0.31130420026983185, -0.14498269229960822, -0.1474681307950611, 0.2582043741156789, -0.28965334690459793, -0.15694774283563453, -0.016512832774996114, -0.07919422092869903, 0.35234424843715445, -0.09677019160149264, -0.34646378195990674, -0.10357001189141347, 0.05000406631315002, -0.45536865292874124, -0.3732066364687894], [0.04752930591536019, -0.09119385603900604, 0.1537328250905956, 0.2505035495495759, 0.19477611718809829, 0.25601446378822157, -0.2622518971809768, -0.33746172996017293, 0.03440199152621422, 0.10512941344461912, -0.06891694648291073, 0.03348474339032007, -0.11259169398154181, -0.38408410064420984, -0.26117336162034066, -0.08524603360163187, -0.20687399075532825, -0.15078644654454887, -0.06192382309770453, -0.006342416424622608, 0.07583872579689432, 0.06703568811337485, 0.006042201215625693, -0.2545644949779136, -0.18698109812514158, 0.10521137667956874, 0.08209692168614618, 0.05150965533667195, 0.2690844095275948, 0.13350444229943928, 0.2422325419511834, 0.2585081924851417, -0.20891437823303344, -0.1178740856541305, 0.07947068540928355, 0.21002323616925467, 0.22941837659244435, -0.20633344846748045, -0.1006912430028136, 0.4083158479784971, -0.05067614672599029, 0.10233605210491248, 0.15335016986517613, 0.18830657078951954, -0.4207334526454259, 0.08728126280753126, -0.021200526911454937, 0.20850565797317422, -0.11033352585105324, -0.4583777788950206, 0.2527391259905307, -0.6775468952362562, -0.06609735363328935, -0.2810848193410767, -0.4414466145716484], [0.1863506062521412, -0.402510206586612, 0.09979528661012983, -0.15238698380470556, -0.030260100150939793, -0.28734154165996506, -0.4397176944189307, -0.23925128436373594, 0.04223250599611776, 0.27125260907577237, 0.13023779774176397, 0.31395975650197977, -0.0966364598796805, -0.4962369935467578, -0.5081322832243337, 0.2789545384946523, 0.2301238439965229, 0.014214608689641962, 0.04786673022448931, 0.16036257870231257, 0.24860455594255368, -0.07063759956638033, 0.15526756007509762, 0.12456098045523398, 0.02015208476673338, 0.006953111356577071, 0.04140392090012479, -0.18389573822913585, -0.09959476002676822, -0.2178469682363541, -0.18667871004194606, -0.3428463187291263, 0.0652350394101813, 0.09218788977010753, -0.07032993149857039, 0.38637683688121205, 0.2843463754208581, -0.04762207147587806, -0.07385346703348328, 0.3897202558519105, 0.13740963102288917, 0.35542131792505083, 0.16472603517347928, 0.19083778322135225, 0.41397907231542724, -0.3904511277809062, -0.09543388904168595, 0.10441486028387717, 0.0028978169251499403, -0.13891403468344615, 0.1202609174057466, 0.13364969000526025, -0.3503507295096692, 0.3000108595336188, 0.2026053458209006], [-0.06647463175566158, 0.06792680650980538, -0.17378414538581677, 0.1313061164434282, 0.05151751765131932, -0.019463246638584234, 0.16772108138217506, -0.030095080855302752, 0.020049122917112756, -0.17438913041679338, 0.651628676066794, -0.11886672023033681, 0.30951216024033723, 0.24125155789830177, 0.29891013182764403, -0.07356299564416593, -0.427809075232617, -0.040336159104595364, -0.04150425799377768, -0.3850003534756301, -0.23037324021492098, 0.41333903316675447, -0.29252432286308744, 0.06887125565819029, 0.09187896062327601, 0.18859201406949053, 0.05228056848476894, -0.077324955629677, 0.23014837408818417, 0.048345025928352874, -0.3518924070580245, -0.30812393702806745, 0.31997151780499367, -0.1665149091881663, 0.14811661478985794, 0.2827394193178355, 0.2769124182544064, 0.11656232659030644, -0.133896514807226, 0.03902075537262248, -0.3053418201109221, -0.004492245570727094, -0.21307275610763068, -0.0019395349865074935, 0.003963480925299433, -0.21651642298877413, -0.5224238266093021, -0.016966684902880728, 0.277489460380848, -0.3309329373416624, -0.1987672089087187, 0.4518306345021854, 0.276634246997038, -0.221016293890647, -0.08232512779172327], [0.07577894064117706, 0.22142388138527735, -0.09528357015682344, -0.12702905879324922, -0.05373591781062668, -0.09698323914635945, 0.10153676220157928, 0.1269627381417884, 0.22652331534307912, 0.026924458513092026, -0.0962464659369594, -0.11547761682598118, -0.09922654267425479, -0.016455300548103655, -0.29518726595177136, -0.05128599166424915, -0.10300845672432489, 0.15430045808977152, 0.12532125906671782, -0.06201585340275366, 0.6949324641693598, 0.1009869015114019, 0.06993402192384582, -0.5985669411844934, -0.13098119272012415, -0.22072440562373077, 0.035853151588070745, 0.21446979445144557, -0.11003932576802113, -0.19250531991326633, 0.2760223423536739, 0.16761713713745618, 0.08175966829420116, 0.1290527284677649, -0.3841659506782487, 0.22700171578558856, 0.10901645039178524, 0.11344355745120754, -0.029160481120361577, 0.31155898436998397, 0.020282973500985603, 0.032962559747218595, 0.21627080720247566, -0.34536911092465994, -0.26421172784991276, -0.263150828216209, -0.07567386748610684, -0.05061150727282744, 0.29107467629826156, -0.2867763874231151, -0.1940913692377991, -0.3763926593178988, 0.026336881283086106, 0.3770769013317049, 0.0053295968807471165], [0.05936700469886601, 0.24403759180309323, 0.08032726052216635, 0.27087909486208167, -0.3459161706145483, -0.010241473620722374, -0.1906201557931145, 0.22538536410590718, -0.17493029137115218, -0.054122654817934, -0.04322325502786059, -0.15641125763347308, 0.12389543695346093, -0.4000423224715045, -0.2785709048116095, -0.006926947884875736, 0.11931840589306011, -0.1731492406781305, 0.26053449315323063, 0.09544073944492881, 0.1732138559612152, 0.016728319169138757, 0.4128750191106076, 0.059115981757319386, -0.04127700628455322, 0.06333273205757944, -0.12418405833599713, -0.20538226877740662, 0.4380288796054338, -0.0037514672321254383, -0.06041127947295928, 0.00019961254056889005, 0.34494296044220546, -0.10408303947184779, 0.07658881022202027, -0.016083940984418094, 0.036942813546913686, 0.04896786735330415, 0.2114349070162002, 0.10537824453942879, 0.4932492203450222, 0.10785639444811118, -0.09425611986779504, -0.009614765432454712, 0.014157993260900031, -0.18017759237925207, 0.19173028920568047, 0.19272501680760495, -0.3093245362302032, 0.08115367886677094, -0.07606769825365356, 0.5143580027656741, -0.32346082148127203, 0.2099303304978645, 0.22901845308880503], [0.2294397086495515, 0.0027031680889400417, -0.21161703509017088, 0.17650815829622354, 0.3607867223150154, 0.12029940863788242, -0.2135460937765086, -0.022841418020239417, 0.24159301255737883, -0.19247107896230942, 0.09982247214955209, 0.11963671761134835, 0.41875329676666734, 0.11660602945220604, -0.292576625253381, -0.2822633552707906, 0.2094561482152585, 0.040578838174151505, 0.1225002509390181, -0.10362079615843678, 0.0022151199965236984, 0.7103965174991717, -0.17102754667506076, -0.10374502210417183, 0.12645880299008672, 0.14951112010747405, 0.24305462321537263, -0.22680797603002856, 0.0646495132046374, 0.1274033772486632, 0.03008242200395389, 0.06483893805839652, 0.05046152780603325, 0.0017765228844919996, -0.3382063107460095, 0.11934536763513776, -0.1155979637101764, -0.1399491417006231, 0.0782195473063681, -0.14649737701098842, -0.22975323402532088, 0.059449759660807566, 0.8306148259001939, -0.05493543906725054, 0.11665199851251026, 0.24159305669841805, -0.43325254066989977, -0.15801869653999548, 0.20697385583257735, -0.12942082420131934, 0.03137666391851128, -0.3071080285006228, 0.11623589374431002, 0.18183265674351573, -0.24738225563361854], [-0.1546503851903711, -0.04446538328898202, -0.03739592724838894, 0.1611882012604613, -0.12272776679419056, -0.3657315330051055, 0.04895777476785899, -0.012990093408968825, 0.5745768846298668, 0.3482056218688964, 0.07528969211340694, -0.12909490331172388, 0.4267264015985315, 0.49045952318687525, -0.058509512165377114, 0.35971627469793965, -0.45584832616968873, -0.05929094952613764, -0.047483104347734575, -0.0930218284192127, 0.27846902674864527, 0.19249984572343512, 0.5587367613212002, -0.22766294055423592, 0.06579200131626675, -0.18380386083913094, 0.34965428390961256, -0.34263869105930755, -0.20720655201505694, 0.1495227729897028, 0.11779075539737967, -0.052160056449827644, 0.23075831428578802, 0.22153273311598368, 0.22262916928943588, 0.12219934776688166, 0.4735343246619494, 0.2138665452381938, 0.5328513037907314, 0.1962718745062511, -0.410141962595176, 0.5802918855014824, -0.0410134979827699, 0.005258596997736914, -0.17544463204384447, -0.19930071631913934, -0.4977458084357147, -0.39138563239344565, 0.14133592389675018, 0.1493527740427438, 0.05255014451085519, 0.36834859292174105, -0.03863798438565876, -0.23968977244480508, -0.035837572199649066], [0.06872664556795688, 0.2796757288583613, -0.1636874790899025, -0.05036914836769141, 0.024095773854993632, -0.14206074394168475, 0.13226283379395418, -0.28244259963871143, -0.10518953699599778, 0.08433230443697022, 0.29723027052148765, -0.09824208393854567, -0.02374905906567553, 0.5093147046798109, 0.22977483686789085, -0.005389667199556926, 0.06943352483350326, -0.13735573213453708, 0.3446596819158919, 0.012716219867937101, -0.35963651885153713, -0.07971374902238104, -0.15037057287402894, -0.1533304044737022, 0.05373713065486309, 0.0650124996966861, 0.11771515256542896, -0.7963828014783868, 0.2248493208913142, 0.05719627592850965, 0.18607981272368543, 0.07121185290473636, -0.1358576855971139, -0.23309686361685078, 0.3783236974645994, -0.18019017781940772, -0.03089886740304064, -0.35328571161029537, -0.038549307066712, 0.08264981088618424, -0.21476966895024113, 0.07045285215622703, -0.35781252006453557, 0.06736486213643084, -0.1692061888264559, 0.09125816646633712, -0.07567727743039876, -0.014113174240184337, 0.04902860862091963, 0.12786388601303894, 0.2658077583316089, 0.13453414927740406, 0.18268048603691814, 0.1842328906255979, 0.052812667165808326]], "b": [0.2836123785098188, 0.4678786647658313, 0.18585389925110007, -0.3196187727898502, -0.024544195226599726, 0.165657221465631, 0.07306020283616549, -0.2183028614847486, 0.3290253801659562, -0.0017551631440737604, 0.22743976749801903, 0.49822495711077036, 0.3864791359804155, 0.09086811242390405, 0.10299275872542346, -0.012281601087626777]}, {"W": [[0.27775647757242206, -0.7659909978027953, 0.35061786844587417, 0.20170866027485745, 0.38511575843646423, -0.011186670164990982, -0.21776048747929713, 0.013056027520244338, 0.1626189058733145, -0.34597043266572713, 0.11416021011380513, 0.2842120615865539, 0.2127511011831487, 0.13694886045967938, -0.09390085781665337, 0.037643909498845225], [0.23498806667113947, -0.3938564937890937, -0.03948181065600183, 0.27441259779655364, -0.22274450533342027, -0.17062447027770683, -0.18653811877259052, 0.36564008459955183, -0.014233393898584528, -0.3094570535224044, -0.14349841912984831, -0.2673338839233384, -0.06252977978289051, -0.5003637780485715, -0.08101616204799446, 0.03674804500010014], [-0.04970186721581471, 0.09907131355206371, 0.41709005848321645, 0.18930387395217085, 0.4080135603169339, 0.26898552226008193, 0.12030303924741605, -0.004659951049365314, -0.0051786818317946445, -0.0009261959163696376, -0.7931041214701207, 0.2522319214460507, 0.3567108031344513, -0.3109934303127987, -0.029065457504186435, -0.5659472448994982], [0.3058189716150449, 0.17549658437668256, 0.15488048026537302, 0.38026889130245256, 0.061447074683849134, 0.2621842318934498, 0.20335542940824336, -0.22866677790160886, 0.13628442881722425, -0.3203801617306084, -0.2917528435282858, 0.19157472961057914, 0.40452540363032846, -0.6328808771480166, -0.35756772716073576, -0.08176769644800272], [0.1183069484337218, 0.7005343571056156, -0.3952475593958715, 0.22090826525925195, -0.32956843866477037, -0.05390649094543004, 0.39105027497351413, 0.19280926096960857, -0.2407816763269749, 0.10354020339727807, -0.24893775861903822, 0.34625887123252486, 0.2495598930157086, -0.04398634731613427, 0.005541943693291794, 0.4333201245241126], [0.23499291553891527, -0.07886008007631677, 0.5034301172910565, -0.16836617640947735, 0.2137426545192916, -0.09726631904920459, 0.4640361136771615, -0.2145975528419946, 0.24123581527234067, 0.6521738796130028, 0.03467518212814216, -0.5433774529075243, -0.0906119720218877, 0.2508825820072251, 0.6647722292569167, -0.1394031866603391], [-0.3377453797457198, -0.42366113495809515, -0.3134264348258979, 0.24671802610145574, 0.1170592773632991, 0.13941691032001463, -0.07151068522198109, -0.06262692712169993, -0.1472980727675553, -0.06343027028797976, -0.3147886381013828, -0.43887543744032564, 0.3334415859953427, -0.14908031541458777, -0.1789856086639617, -0.11311231072344019], [0.255305823589428, 0.041496349240190265, -0.05126081622677252, 0.6142408875657968, 0.26935230666913573, 0.33377401022612296, -0.26996687036074096, -0.36433241700980024, -0.3775565250519618, 0.3073642381345221, 0.007100606441346843, 0.4148668102603967, 0.14221162947278262, 0.10573127182830554, -0.3265640511623792, -0.10580351354701983]], "b": [0.32827134082748743, -0.7144647441446713, 0.11334279964016475, 0.04083973658557164, 0.29580415019415435, 0.1463780091759456, -0.3176303898496039, 0.17474792072887205]}, {"W": [[-0.035277262369102544, -0.34348129027593965, 0.1511595983098668, 0.5584924621064201, 0.5344134893002048, 0.3373295343002845, -0.18954471177296306, 0.6989696739547685]], "b": [0.5306163739334748]}], "training": {"phase1": {"device": "mps", "arch": [55, 16, 8, 1], "epochs_run": 29, "best_val_mse": 0.24148915708065033, "train_bars": 17163, "val_bars": 890, "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": "56aff7ce434502229df5c0a12945628d2f9744f7fa4479175797a0a7f17fa454", "train_window": ["2017-01-01", "2026-02-28"], "seed": 3323, "regime_filter": "all", "created": "2026-06-25T00:42:07+00:00", "phase2": {"es_popsize": 32, "es_sigma": 0.05, "es_generations": 300, "l2_anchor": 0.01, "es_workers": 2, "fold_objective": "robust", "best_fitness": 0.03406742532679837, "fold_calmars": [0.7811826148967325, 0.0, 1.3600196316527104, 0.10011354156999715, 1.2196358535245548, 0.0], "fold_mean_calmar": 0.5768252736073325, "fold_min_calmar": 0.0, "robust_diagnostics": {"valid_folds": 4, "drawdown_penalty": 0.0, "pnl_dd_penalty": 0.3333333333333333, "trade_penalty": 0.26666666666666666, "negative_fold_penalty": 0.3333333333333333, "fragility_penalty": 0.004, "fragile_0_05": 0, "fragile_1_0": 2, "trade_target": 15, "base_fold_score": 0.4037776915251327}}, "recommended_thresholds": {"i_long_entry_activation_threshold": 20.00073478804188, "i_long_exit_activation_threshold": 25.77193488282222, "i_long_exit_activation_confirmation_threshold": -28.3056188521376, "i_trailing_stop_threshold": 30.0, "i_use_long_exit_confirmation": 1.0, "i_use_long_entry_confirmation": false}}}