Datasets:
felixdivo
/
kernel_synth_annotated

Dataset card Data Studio Files
xet
 Community
start
timestamp[s]
target
list
selected_kernel_reprs
list
kernel_formula
string
2000-01-01T00:00:00
[ -0.7369830023589, -0.45388912413295, -1.2485334943015292, -0.2606962926170918, -1.323813591146657, -2.012860508145415, -0.3534867469586127, 0.5393018927960991, -0.46272968725429453, 0.005737955368252001, -0.7990850810035206, -2.059209682121642, -2.004272826477155, -0.5734177015969217, -1...
[ "ExpSineSquared(length_scale=1, periodicity=0.713)", "WhiteKernel(noise_level=1)", "WhiteKernel(noise_level=1)", "ExpSineSquared(length_scale=1, periodicity=0.0391)", "ExpSineSquared(length_scale=1, periodicity=0.713)" ]
((ExpSineSquared(length_scale=1, periodicity=0.713) + WhiteKernel(noise_level=1)) * WhiteKernel(noise_level=1) + ExpSineSquared(length_scale=1, periodicity=0.0391)) * ExpSineSquared(length_scale=1, periodicity=0.713)
2000-01-01T00:00:00
[ 2.2713520230277036, -0.4414097551969093, 0.9781948330945489, 2.639795444251397, 2.6504384878527025, -0.3199442661991546, 1.0220573103631396, 2.676722803031857, 2.8555821664302696, -0.01745757289748251, 1.3079601401637402, 2.8016499392574143, 2.8778294730705505, -0.22469182808184163, 0.64...
[ "ExpSineSquared(length_scale=1, periodicity=0.00391)", "RationalQuadratic(alpha=1, length_scale=1)", "ExpSineSquared(length_scale=1, periodicity=0.328)", "ExpSineSquared(length_scale=1, periodicity=0.356)", "ExpSineSquared(length_scale=1, periodicity=0.0234)" ]
ExpSineSquared(length_scale=1, periodicity=0.00391) * RationalQuadratic(alpha=1, length_scale=1) * ExpSineSquared(length_scale=1, periodicity=0.328) * ExpSineSquared(length_scale=1, periodicity=0.356) + ExpSineSquared(length_scale=1, periodicity=0.0234)
2000-01-01T00:00:00
[ 0.8800497089794326, 1.860324252493955, 1.17067636960264, 0.7207110261029629, 2.1492980462387847, 2.0121044917526776, 0.40979077453410434, -0.7916817983478236, 0.6255542590109697, 0.6388077048959848, -1.2259480777738179, -1.6651005143245174, 1.3236577276513966, 2.482450763084275, 1.180655...
[ "ExpSineSquared(length_scale=1, periodicity=0.0117)", "ExpSineSquared(length_scale=1, periodicity=0.164)", "ExpSineSquared(length_scale=1, periodicity=0.00391)", "ExpSineSquared(length_scale=1, periodicity=0.328)" ]
(ExpSineSquared(length_scale=1, periodicity=0.0117) + ExpSineSquared(length_scale=1, periodicity=0.164) + ExpSineSquared(length_scale=1, periodicity=0.00391)) * ExpSineSquared(length_scale=1, periodicity=0.328)
2000-01-01T00:00:00
[ -0.8110609544467702, -0.39569333800225526, 1.7025073502960175, -0.15073317655690313, -0.5596106381227988, 0.5695891075768262, -0.3133112507326034, 0.8217099865554086, 1.7494695524426827, -0.3379664903013496, 0.2707833499957052, 1.4296299451604069, 1.2394615657305241, 2.0897903821700505, ...
[ "ExpSineSquared(length_scale=1, periodicity=0.356)", "ExpSineSquared(length_scale=1, periodicity=0.00586)", "ExpSineSquared(length_scale=1, periodicity=0.0586)" ]
(ExpSineSquared(length_scale=1, periodicity=0.356) + ExpSineSquared(length_scale=1, periodicity=0.00586)) * ExpSineSquared(length_scale=1, periodicity=0.0586)
2000-01-01T00:00:00
[ 11.082778948442625, 11.060642966258605, 10.878565096119694, 10.582748012039247, 10.233558179173544, 9.904209986557548, 9.639924651691148, 9.461640677290443, 9.345845506590067, 9.254704319312035, 9.142614687171912, 8.972648156933065, 8.746240924995252, 8.493225471744093, 8.263836317952324...
[ "ExpSineSquared(length_scale=1, periodicity=0.0508)", "ExpSineSquared(length_scale=1, periodicity=0.164)", "ExpSineSquared(length_scale=1, periodicity=0.0508)", "DotProduct(sigma_0=10)" ]
(ExpSineSquared(length_scale=1, periodicity=0.0508) + ExpSineSquared(length_scale=1, periodicity=0.164)) * ExpSineSquared(length_scale=1, periodicity=0.0508) + DotProduct(sigma_0=10)
2000-01-01T00:00:00
[ 0.13726538558490586, -0.7317841594348719, -1.4872610367077277, -1.6553748050467167, -0.9932218885233746, 0.4812196194307544, 0.1851774831765054, -1.239752302694688, -2.9010904976997516, -3.7555350656428157, -2.9341145224197724, -0.9602367711311928, -0.5605796569485286, -0.7739513759401444,...
[ "ExpSineSquared(length_scale=1, periodicity=0.00586)", "ExpSineSquared(length_scale=1, periodicity=0.0137)", "ExpSineSquared(length_scale=1, periodicity=0.713)", "RBF(length_scale=10)" ]
ExpSineSquared(length_scale=1, periodicity=0.00586) + ExpSineSquared(length_scale=1, periodicity=0.0137) + ExpSineSquared(length_scale=1, periodicity=0.713) + RBF(length_scale=10)
2000-01-01T00:00:00
[ 17.057325567640625, 16.19445608815384, 16.426564408062852, 14.765919597810184, 16.06221777433887, 14.676694938810392, 16.045145670083283, 18.370274150079453, 15.750142116163406, 13.137182066258784, 16.45474963263617, 15.611244805191953, 15.483545899376377, 18.27003299695522, 16.073195488...
[ "WhiteKernel(noise_level=1)", "WhiteKernel(noise_level=1)", "DotProduct(sigma_0=10)", "ExpSineSquared(length_scale=1, periodicity=0.00586)" ]
WhiteKernel(noise_level=1) * WhiteKernel(noise_level=1) + DotProduct(sigma_0=10) + ExpSineSquared(length_scale=1, periodicity=0.00586)
2000-01-01T00:00:00
[ -2.818371364571205, -2.947336681341898, -3.2259722284518872, -3.4827762135053635, -3.58526043366832, -3.4901250842197284, -3.2266604495918285, -2.8830497595859246, -2.557707714037883, -2.2868517654311242, -2.0462589886049645, -1.8290435993007423, -1.67273369832832, -1.6074647126585768, -...
[ "RBF(length_scale=0.1)", "ExpSineSquared(length_scale=1, periodicity=0.0293)", "ExpSineSquared(length_scale=1, periodicity=0.0254)", "1**2", "ExpSineSquared(length_scale=1, periodicity=0.164)" ]
(RBF(length_scale=0.1) + ExpSineSquared(length_scale=1, periodicity=0.0293) + ExpSineSquared(length_scale=1, periodicity=0.0254) + 1**2) * ExpSineSquared(length_scale=1, periodicity=0.164)
2000-01-01T00:00:00
[ 1.838498629856884, 1.4548542314739958, -0.10662742626855781, 1.046233267884591, 1.8705257005950415, 1.471881347827426, -0.07950624850682164, 1.0883161229710019, 1.9046565726129658, 1.4899554354737936, -0.05141877569205899, 1.1316780230064896, 1.9400417338188318, 1.509589806915127, -0.021...
[ "ExpSineSquared(length_scale=1, periodicity=0.00391)", "ExpSineSquared(length_scale=1, periodicity=0.713)", "RBF(length_scale=10)" ]
(ExpSineSquared(length_scale=1, periodicity=0.00391) + ExpSineSquared(length_scale=1, periodicity=0.713)) * RBF(length_scale=10)
2000-01-01T00:00:00
[ -1.959998353830617, 0.6792054808022089, 1.6539645216495906, -0.25621026185240314, 0.740173268889867, 1.4040770429077547, 0.07162755364433265, 0.6877038868941072, 0.6201701754821036, 2.3170160237402695, -0.48809164316110576, -1.153002286878944, -0.2682541441832546, -1.0729232569421234, -0...
[ "ExpSineSquared(length_scale=1, periodicity=0.00391)", "WhiteKernel(noise_level=1)", "ExpSineSquared(length_scale=1, periodicity=0.656)", "WhiteKernel(noise_level=0.1)" ]
ExpSineSquared(length_scale=1, periodicity=0.00391) * WhiteKernel(noise_level=1) + ExpSineSquared(length_scale=1, periodicity=0.656) + WhiteKernel(noise_level=0.1)
2000-01-01T00:00:00
[ 0.564028760279682, 2.52555140578228, 1.6502571631292935, -0.6178580636861182, -0.7242045393368749, 0.17397982899193676, -0.04474299535700421, 0.5751608815485523, 2.5347323011595533, 1.6312844147984777, -0.6233496496720247, -0.7208329523180474, 0.17715423187502222, -0.04652416368311629, 0...
[ "ExpSineSquared(length_scale=1, periodicity=0.00684)" ]
ExpSineSquared(length_scale=1, periodicity=0.00684)
2000-01-01T00:00:00
[ 1.3614463633234537, 0.5641436742727326, 1.6212594923867405, 1.9435758388098026, 1.184310802559303, 0.2882837644495436, 0.009270082879990205, -0.5704928457986876, -0.44549511352439963, -0.8314352679406868, -1.2550689977678076, -0.7433944820792575, -0.27866168003009006, -1.5503161492481803, ...
[ "ExpSineSquared(length_scale=1, periodicity=0.00391)", "ExpSineSquared(length_scale=1, periodicity=0.0938)", "ExpSineSquared(length_scale=1, periodicity=0.0254)", "RationalQuadratic(alpha=0.1, length_scale=1)" ]
(ExpSineSquared(length_scale=1, periodicity=0.00391) + ExpSineSquared(length_scale=1, periodicity=0.0938)) * ExpSineSquared(length_scale=1, periodicity=0.0254) * RationalQuadratic(alpha=0.1, length_scale=1)
2000-01-01T00:00:00
[ 2.101058798299726, 0.14129117449371908, 1.2354812769210781, 3.111178717204515, 2.368828112124218, 1.8311098771715923, 2.0331165973571372, 1.5949330009849676, 2.360545280335772, 1.5385080972363099, 0.046225328020140344, 3.1833459291602564, 3.050504546808518, 0.9555217414757222, 2.28157873...
[ "ExpSineSquared(length_scale=1, periodicity=0.00391)", "ExpSineSquared(length_scale=1, periodicity=0.0254)", "RBF(length_scale=1)", "WhiteKernel(noise_level=1)", "ExpSineSquared(length_scale=1, periodicity=0.00977)" ]
ExpSineSquared(length_scale=1, periodicity=0.00391) * ExpSineSquared(length_scale=1, periodicity=0.0254) + RBF(length_scale=1) + WhiteKernel(noise_level=1) + ExpSineSquared(length_scale=1, periodicity=0.00977)
2000-01-01T00:00:00
[ -0.823696149319292, -0.2067710870555594, -0.6459043701430935, -0.3366750379354827, -0.8316306200718044, -0.19941138175870804, -0.6435485389069228, -0.3316458759612175, -0.8394779433539417, -0.1927848446388159, -0.6406619818410872, -0.32658208332923255, -0.8474360904816476, -0.1857233037405...
[ "RationalQuadratic(alpha=10, length_scale=1)", "ExpSineSquared(length_scale=1, periodicity=0.00391)" ]
RationalQuadratic(alpha=10, length_scale=1) * ExpSineSquared(length_scale=1, periodicity=0.00391)
2000-01-01T00:00:00
[ -0.5360633656756142, -2.09671379731821, -2.7775037268377227, -3.2380378903298572, -3.2912758175962358, -2.0257773845039413, 0.1648326093372674, -0.7493999262967499, -1.9260760549610534, -2.3806295958166963, -3.0080094111421403, -4.091077622195516, -2.9474497169039693, -4.066370129986524, ...
[ "RBF(length_scale=10)", "ExpSineSquared(length_scale=1, periodicity=0.0469)", "ExpSineSquared(length_scale=1, periodicity=0.00684)", "ExpSineSquared(length_scale=1, periodicity=0.0117)", "RBF(length_scale=1)" ]
(RBF(length_scale=10) + ExpSineSquared(length_scale=1, periodicity=0.0469) + ExpSineSquared(length_scale=1, periodicity=0.00684)) * ExpSineSquared(length_scale=1, periodicity=0.0117) + RBF(length_scale=1)
2000-01-01T00:00:00
[ 1.508567928630502, 1.4934347899104445, 1.3579232831225694, 1.158367113689032, 1.428735577339294, 1.25781234294098, 1.8337894206939267, 1.0854536739646683, 0.7576560329950712, 1.2286888803592062, 1.1580001805590434, 0.9503327062514748, 1.3036972314257447, 1.5720224228265138, 1.24815355244...
[ "ExpSineSquared(length_scale=1, periodicity=0.713)", "ExpSineSquared(length_scale=1, periodicity=0.00391)", "WhiteKernel(noise_level=0.1)" ]
ExpSineSquared(length_scale=1, periodicity=0.713) * ExpSineSquared(length_scale=1, periodicity=0.00391) + WhiteKernel(noise_level=0.1)
2000-01-01T00:00:00
[ -0.09806611504267618, -0.1915886244205914, -0.23641498720941576, -0.2538837341625042, -0.23121916551256974, -0.16435912344770318, -0.07870395447187944, -0.02202955678081922, -0.04123685576204131, -0.1620856019275316, -0.3645695311557806, -0.573345669092107, -0.7045415099150824, -0.72685484...
[ "RationalQuadratic(alpha=0.1, length_scale=1)", "RationalQuadratic(alpha=10, length_scale=1)", "ExpSineSquared(length_scale=1, periodicity=0.0254)", "RBF(length_scale=0.1)" ]
RationalQuadratic(alpha=0.1, length_scale=1) * RationalQuadratic(alpha=10, length_scale=1) * ExpSineSquared(length_scale=1, periodicity=0.0254) + RBF(length_scale=0.1)
2000-01-01T00:00:00
[ -1.4925265604534692, -1.418603517970437, -0.4121897269269512, -0.6385950090788718, -1.4960827844666271, -1.408109762247069, -0.40868297438524703, -0.6406122819489719, -1.4995887325681536, -1.3975141666720945, -0.4049001996411382, -0.6426775194979855, -1.5031107960000947, -1.386798433256644...
[ "ExpSineSquared(length_scale=1, periodicity=0.00391)" ]
ExpSineSquared(length_scale=1, periodicity=0.00391)
2000-01-01T00:00:00
[ 2.050638399269967, 1.8029400458532865, 1.8611236100961623, 1.5993061929273287, 1.6618213749178479, 1.118418644716188, 1.149424361084348, 0.8731305722268232, 1.463293503378913, 1.5332994499440515, 1.5644554504139947, 0.6825647587899935, 0.5635183710193432, 0.5859642420261778, 1.1771956797...
[ "ExpSineSquared(length_scale=1, periodicity=0.0137)", "RationalQuadratic(alpha=0.1, length_scale=1)", "ExpSineSquared(length_scale=1, periodicity=0.0391)", "RationalQuadratic(alpha=1, length_scale=1)", "ExpSineSquared(length_scale=1, periodicity=0.00586)" ]
ExpSineSquared(length_scale=1, periodicity=0.0137) * RationalQuadratic(alpha=0.1, length_scale=1) * ExpSineSquared(length_scale=1, periodicity=0.0391) * RationalQuadratic(alpha=1, length_scale=1) + ExpSineSquared(length_scale=1, periodicity=0.00586)
2000-01-01T00:00:00
[ -0.7944751274337671, -0.7944987786568012, -0.7943380355689114, -0.7944754079517912, -0.7943774454490657, -0.7944913727264905, -0.7944164158572076, -0.7944740455553416, -0.7944462810809851, -0.7944473292452792, -0.7944682582712527, -0.7945723515826233, -0.7941441905854919, -0.79439621120830...
[ "RBF(length_scale=10)" ]
RBF(length_scale=10)
2000-01-01T00:00:00
[ -1.372255026336485, -1.4309080226563813, 0.24160148953552152, -0.3900570406368877, -1.3773239328386286, -1.426371977870128, 0.24080388024720933, -0.39237495150486684, -1.3827281354716803, -1.421892857790637, 0.23950622902038576, -0.3943634470293879, -1.3879509917115527, -1.4171572087501345...
[ "ExpSineSquared(length_scale=1, periodicity=0.00391)" ]
ExpSineSquared(length_scale=1, periodicity=0.00391)
2000-01-01T00:00:00
[ 0.7186524018963999, 2.072730116685833, 1.1915231330780065, 0.2918311001089438, 0.6801228002871481, 1.0931788508374045, -0.3180629663226098, 0.644806157932514, 2.4163555765381086, 3.260629766098613, 0.5400365065511135, -0.8534999887552854, -0.03063354646086071, 0.6777887239445489, -1.3751...
[ "ExpSineSquared(length_scale=1, periodicity=0.0469)", "ExpSineSquared(length_scale=1, periodicity=0.00391)", "ExpSineSquared(length_scale=1, periodicity=0.0137)", "ExpSineSquared(length_scale=1, periodicity=0.00391)", "ExpSineSquared(length_scale=1, periodicity=0.0293)" ]
(ExpSineSquared(length_scale=1, periodicity=0.0469) + ExpSineSquared(length_scale=1, periodicity=0.00391)) * ExpSineSquared(length_scale=1, periodicity=0.0137) + ExpSineSquared(length_scale=1, periodicity=0.00391) + ExpSineSquared(length_scale=1, periodicity=0.0293)
2000-01-01T00:00:00
[ -2.4279559262790578, -1.5797966126546243, -0.706226658507759, -0.8934253571265116, -2.306850201224688, -2.4672857635982703, -1.247870748185676, -0.7261638136763138, -1.4205452866974002, -2.2990573116484896, -2.5067947375991393, -2.3885360183217017, -2.3744952245086846, -2.3356907750354323,...
[ "RBF(length_scale=0.1)", "RBF(length_scale=10)", "ExpSineSquared(length_scale=1, periodicity=0.0117)", "ExpSineSquared(length_scale=1, periodicity=0.0508)" ]
(RBF(length_scale=0.1) + RBF(length_scale=10) + ExpSineSquared(length_scale=1, periodicity=0.0117)) * ExpSineSquared(length_scale=1, periodicity=0.0508)
2000-01-01T00:00:00
[ 1.2794929881855475, 1.2978527522374699, 1.316516468232052, 1.3354304403251807, 1.3542086111762552, 1.373182291205328, 1.3919306438512535, 1.4107048598323015, 1.4298880404977055, 1.448608220550071, 1.467382796724787, 1.4864360592618544, 1.505290665526902, 1.524392795197382, 1.543258702378...
[ "ExpSineSquared(length_scale=1, periodicity=0.713)" ]
ExpSineSquared(length_scale=1, periodicity=0.713)
2000-01-01T00:00:00
[ 2.201037682291152, 1.605456291907008, 0.1468577659667456, 0.8285568313967867, -0.4084153204756228, -0.44875872663481164, 2.3926256065658196, 2.5081469472199966, -0.019022406930842894, -0.09710807591078052, -0.23811500291311816, 0.4816916021681008, 2.242025404936848, 1.5690877120435176, 0...
[ "ExpSineSquared(length_scale=1, periodicity=0.00586)", "ExpSineSquared(length_scale=1, periodicity=0.00586)", "ExpSineSquared(length_scale=1, periodicity=0.00391)" ]
ExpSineSquared(length_scale=1, periodicity=0.00586) + ExpSineSquared(length_scale=1, periodicity=0.00586) + ExpSineSquared(length_scale=1, periodicity=0.00391)
2000-01-01T00:00:00
[ 6.677135303546613, 0.4851463693393545, -4.551299799106974, -2.91114200112004, 4.733209988936373, 11.189596137190268, 10.42171439642516, 3.2484179611099995, -1.6808816067622172, 0.34503889149308975, 5.612998239601532, 9.706360724268844, 10.941494959987626, 10.311313579477918, 6.9332185673...
[ "RationalQuadratic(alpha=0.1, length_scale=1)", "DotProduct(sigma_0=10)", "ExpSineSquared(length_scale=1, periodicity=0.0137)" ]
RationalQuadratic(alpha=0.1, length_scale=1) * DotProduct(sigma_0=10) * ExpSineSquared(length_scale=1, periodicity=0.0137)
2000-01-01T00:00:00
[ 1.49748551467883, 0.2464774530900424, -0.5123128334691217, 1.6879502028270728, 1.14584236185839, 0.49110967195169325, -0.523176896315886, 1.8052551313397271, 1.6295698874623301, 1.5220576863847366, 0.2497023079056075, 2.2975115539213395, 1.2430238102267106, 1.4589019120237416, 0.24562757...
[ "WhiteKernel(noise_level=0.1)", "ExpSineSquared(length_scale=1, periodicity=0.0117)", "ExpSineSquared(length_scale=1, periodicity=0.00391)", "DotProduct(sigma_0=1)", "ExpSineSquared(length_scale=1, periodicity=0.0469)" ]
(WhiteKernel(noise_level=0.1) * ExpSineSquared(length_scale=1, periodicity=0.0117) + ExpSineSquared(length_scale=1, periodicity=0.00391) + DotProduct(sigma_0=1)) * ExpSineSquared(length_scale=1, periodicity=0.0469)
2000-01-01T00:00:00
[ -1.4131635007676717, -1.3586897774838946, -1.2946300780550506, -1.2224586721387782, -1.1428047764729639, -1.0576369214142123, -0.9676770576855356, -0.8757020836127953, -0.7835396819721505, -0.6928723867993947, -0.6072601905008252, -0.5275614498063801, -0.455689616288175, -0.394426007840779...
[ "RationalQuadratic(alpha=0.1, length_scale=1)", "ExpSineSquared(length_scale=1, periodicity=0.713)", "ExpSineSquared(length_scale=1, periodicity=0.0938)" ]
RationalQuadratic(alpha=0.1, length_scale=1) + ExpSineSquared(length_scale=1, periodicity=0.713) + ExpSineSquared(length_scale=1, periodicity=0.0938)
2000-01-01T00:00:00
[ -1.5262926477975418, -1.6931065411329151, -1.8474620831197006, -1.9865931398391459, -2.099660640487016, -2.1696749982633823, -2.1772328969086723, -2.1107326155846162, -1.9724354259623165, -1.782121871024265, -1.5728979877875253, -1.3803251479798624, -1.23119164116298, -1.1328048598087048, ...
[ "ExpSineSquared(length_scale=1, periodicity=0.0508)", "ExpSineSquared(length_scale=1, periodicity=0.0586)" ]
ExpSineSquared(length_scale=1, periodicity=0.0508) * ExpSineSquared(length_scale=1, periodicity=0.0586)
2000-01-01T00:00:00
[ -1.492068868366828, -1.2479240678218857, -0.6300145087649005, -2.6321573959228153, -2.58529124015746, -2.042022189197709, -0.7238977273026763, -2.9239432417777627, -2.068059629145245, -1.3711306229650129, 0.27940201827845823, -0.8157941066185717, 0.18743707479507227, -0.4770345413114786, ...
[ "ExpSineSquared(length_scale=1, periodicity=0.0254)", "ExpSineSquared(length_scale=1, periodicity=0.00391)", "ExpSineSquared(length_scale=1, periodicity=0.0391)", "RBF(length_scale=10)" ]
(ExpSineSquared(length_scale=1, periodicity=0.0254) + ExpSineSquared(length_scale=1, periodicity=0.00391)) * ExpSineSquared(length_scale=1, periodicity=0.0391) * RBF(length_scale=10)
2000-01-01T00:00:00
[ -3.1916134611666607, -2.894469977117969, -3.7155656990448698, -4.397755146435728, -4.251539430889066, -4.369955597491347, -4.877979835720096, -4.758746081915901, -4.496222852587508, -3.9659292280783265, -3.1860764163233677, -2.899339582343517, -3.726549721060699, -4.401212706097521, -4.2...
[ "DotProduct(sigma_0=10)", "ExpSineSquared(length_scale=1, periodicity=0.00977)" ]
DotProduct(sigma_0=10) + ExpSineSquared(length_scale=1, periodicity=0.00977)
2000-01-01T00:00:00
[ -1.898631959877769, -2.5909169855351823, -3.6275662565701596, -2.2652579358034517, -1.8531931920934932, -2.557139197116456, -3.682533101049123, -2.263439330072138, -1.8077115735394205, -2.533960849945915, -3.730266962358578, -2.2687323602978626, -1.7660864700707628, -2.5242032062619133, ...
[ "ExpSineSquared(length_scale=1, periodicity=0.656)", "ExpSineSquared(length_scale=1, periodicity=0.00391)", "ExpSineSquared(length_scale=1, periodicity=0.356)", "RationalQuadratic(alpha=0.1, length_scale=1)" ]
(ExpSineSquared(length_scale=1, periodicity=0.656) + ExpSineSquared(length_scale=1, periodicity=0.00391)) * ExpSineSquared(length_scale=1, periodicity=0.356) + RationalQuadratic(alpha=0.1, length_scale=1)
2000-01-01T00:00:00
[ -119.134050741286, -118.4845813737082, -119.41458448130317, -119.80507037261523, -119.43422760361999, -120.35603749467546, -121.03376997744866, -119.27606689176584, -118.64856631291367, -119.57223483692717, -119.96763837586272, -119.58456787009773, -120.52039280541351, -121.2157004549862, ...
[ "DotProduct(sigma_0=10)", "1**2", "DotProduct(sigma_0=10)", "ExpSineSquared(length_scale=1, periodicity=0.00684)" ]
(DotProduct(sigma_0=10) + 1**2) * DotProduct(sigma_0=10) + ExpSineSquared(length_scale=1, periodicity=0.00684)
2000-01-01T00:00:00
[ -3.5634914017032604, -4.068009031013961, -3.6124875516913573, -3.4084033457195586, -3.3868064559125104, -3.109338227341406, -2.9279857069821005, -2.324036814043116, -1.929002977466018, -0.7643574753605029, -0.19633975483332256, -0.22180508695081147, -0.42989407664409707, -1.092176471504828...
[ "ExpSineSquared(length_scale=1, periodicity=0.00684)", "ExpSineSquared(length_scale=1, periodicity=0.0254)" ]
ExpSineSquared(length_scale=1, periodicity=0.00684) + ExpSineSquared(length_scale=1, periodicity=0.0254)
2000-01-01T00:00:00
[ 0.03044549753440054, 0.20922430514828477, 0.11956995112794636, 0.19032700024852559, 0.27277435135318695, 0.34775262833764703, 0.2726069665067811, -0.033634502757565146, -0.09832793064238007, 0.19020294679013838, 0.34435838144013414, 0.09731133263696427, 0.02489173179643421, 0.2017889120890...
[ "ExpSineSquared(length_scale=1, periodicity=0.0117)", "RationalQuadratic(alpha=1, length_scale=1)" ]
ExpSineSquared(length_scale=1, periodicity=0.0117) + RationalQuadratic(alpha=1, length_scale=1)
2000-01-01T00:00:00
[ 0.035679035293784994, 2.037472535080929, -0.7871684282194855, 0.18844184370779268, 0.25533793199774457, 2.7245838444226713, 0.6572027160892284, -2.5830794694940784, 0.6801897035380149, 1.1655391674855444, -0.1507299124054298, -0.9619067279019399, -0.03858938441213547, 2.434247005449683, ...
[ "ExpSineSquared(length_scale=1, periodicity=0.00391)", "WhiteKernel(noise_level=1)", "ExpSineSquared(length_scale=1, periodicity=0.356)" ]
(ExpSineSquared(length_scale=1, periodicity=0.00391) + WhiteKernel(noise_level=1)) * ExpSineSquared(length_scale=1, periodicity=0.356)
2000-01-01T00:00:00
[ -8.017000390801138, -8.175466963456609, -8.317746738406447, -8.447122716992771, -8.561261101710373, -8.657837927918624, -8.744582424491929, -8.813554724133162, -8.869186401677606, -8.91237801863548, -8.939229735891864, -8.950820112757091, -8.952545704457066, -8.94169075827051, -8.9194201...
[ "ExpSineSquared(length_scale=1, periodicity=0.356)", "DotProduct(sigma_0=10)", "ExpSineSquared(length_scale=1, periodicity=0.328)" ]
ExpSineSquared(length_scale=1, periodicity=0.356) * DotProduct(sigma_0=10) * ExpSineSquared(length_scale=1, periodicity=0.328)
2000-01-01T00:00:00
[ -0.06905212098677932, -0.06879806851816578, -0.06861312633965555, -0.06841803697968107, -0.06820898363523142, -0.06810062864855293, -0.06772069203092174, -0.06749540158411976, -0.06729861351875083, -0.06708815146833397, -0.06669215907818893, -0.0662505071167323, -0.06622217722208357, -0.06...
[ "RationalQuadratic(alpha=0.1, length_scale=1)" ]
RationalQuadratic(alpha=0.1, length_scale=1)
2000-01-01T00:00:00
[ -0.601483942789936, -0.6014822589469403, -0.6016346200633683, -0.6014353367475942, -0.6015538783345256, -0.6015023335966335, -0.6013549167803746, -0.6015212638081789, -0.6013707185905179, -0.6014591774473491, -0.6015561092414833, -0.6015225156138444, -0.6014134237454448, -0.601389847759197...
[ "1**2" ]
1**2
2000-01-01T00:00:00
[ -2.105505771027222, -2.3921799655596527, -1.6861032673066407, -2.4527581262887215, -1.922376793130279, 0.8516385842135568, 1.0446320362692636, -1.4651767365861958, -1.2902188514402182, -0.7974767316420338, -1.7485216909464916, -1.4180046904836934, 0.909087650675781, 1.1890274064146609, -...
[ "ExpSineSquared(length_scale=1, periodicity=0.0938)", "ExpSineSquared(length_scale=1, periodicity=0.0938)", "ExpSineSquared(length_scale=1, periodicity=0.00684)" ]
(ExpSineSquared(length_scale=1, periodicity=0.0938) + ExpSineSquared(length_scale=1, periodicity=0.0938)) * ExpSineSquared(length_scale=1, periodicity=0.00684)
2000-01-01T00:00:00
[ -0.8015640217957144, -1.9196824092523812, -1.3173903340073518, 0.04499602785615808, -0.8856719705187516, -0.9351080962714186, -0.10609162734856359, -0.4529804796267848, 0.1378442803463048, 2.0053251780894454, 2.979296150123847, 0.16961850772557463, -0.03500465899042904, -0.8432008835006072...
[ "ExpSineSquared(length_scale=1, periodicity=0.00586)", "ExpSineSquared(length_scale=1, periodicity=0.713)", "ExpSineSquared(length_scale=1, periodicity=0.0254)", "ExpSineSquared(length_scale=1, periodicity=0.00391)", "ExpSineSquared(length_scale=1, periodicity=0.0117)" ]
(ExpSineSquared(length_scale=1, periodicity=0.00586) + ExpSineSquared(length_scale=1, periodicity=0.713) + ExpSineSquared(length_scale=1, periodicity=0.0254) + ExpSineSquared(length_scale=1, periodicity=0.00391)) * ExpSineSquared(length_scale=1, periodicity=0.0117)
2000-01-01T00:00:00
[ -2.531990405630275, -1.588589974541112, -0.6162302208022611, -0.0672682115526142, 0.10144772286716619, 0.19641950693740934, -0.9877435363852622, -1.8128595792874944, -0.7196966052049909, -0.21350452553481034, -0.29818749816865875, -0.14594810236630276, 0.48946982066328215, -0.4801427084485...
[ "ExpSineSquared(length_scale=1, periodicity=0.00684)", "ExpSineSquared(length_scale=1, periodicity=0.0938)", "RBF(length_scale=0.1)", "ExpSineSquared(length_scale=1, periodicity=0.0391)" ]
(ExpSineSquared(length_scale=1, periodicity=0.00684) * ExpSineSquared(length_scale=1, periodicity=0.0938) + RBF(length_scale=0.1)) * ExpSineSquared(length_scale=1, periodicity=0.0391)
2000-01-01T00:00:00
[ -0.7054532363905798, -0.8254510252489905, -1.0074852083134738, -1.0338368485415947, -0.908879546632123, -0.7959030034634531, -0.43858817376656906, 0.10858942334659974, 0.5115639594610786, 0.9367840207793976, 1.1091397100606748, 0.6211319954271831, -0.16696141659941813, -0.6246842933154609,...
[ "ExpSineSquared(length_scale=1, periodicity=0.0137)" ]
ExpSineSquared(length_scale=1, periodicity=0.0137)
2000-01-01T00:00:00
[ 1.7033795952779351, 1.6998952565311494, 1.6965483533715637, 1.6926713678262229, 1.688680898759433, 1.6845679990271265, 1.6807277226767001, 1.676242259626526, 1.6717226707017523, 1.6672754487336567, 1.6623096342404688, 1.6572406860482891, 1.6522741595185677, 1.6469582075694298, 1.64163868...
[ "RBF(length_scale=0.1)" ]
RBF(length_scale=0.1)
2000-01-01T00:00:00
[ 0.8584022509419622, 2.0585631827286655, 1.253338690580142, 1.2195024462194697, 0.27995621689552486, -0.3201566449025809, 0.9693303709939864, 2.43453223510502, 1.627082994831889, 1.3762415170758322, 0.46751111114514216, -0.09447093939155499, 1.1400735796248818, 2.847718991922984, 2.028218...
[ "ExpSineSquared(length_scale=1, periodicity=0.164)", "ExpSineSquared(length_scale=1, periodicity=0.00586)", "ExpSineSquared(length_scale=1, periodicity=0.356)" ]
(ExpSineSquared(length_scale=1, periodicity=0.164) + ExpSineSquared(length_scale=1, periodicity=0.00586)) * ExpSineSquared(length_scale=1, periodicity=0.356)
2000-01-01T00:00:00
[ 0.5437685116195169, 0.4733306696947071, 0.42018959434896896, 0.3819725655441367, 0.35882025501041714, 0.352012730121519, 0.3617386228371029, 0.38402246891295977, 0.4086658785069358, 0.4240740572601559, 0.42161422036593676, 0.4005415564052338, 0.3691773121527072, 0.33945325769813084, 0.32...
[ "ExpSineSquared(length_scale=1, periodicity=0.0391)" ]
ExpSineSquared(length_scale=1, periodicity=0.0391)
2000-01-01T00:00:00
[ -2.247869475343575, -2.247381202455909, -2.2471360719528364, -2.246909979591508, -2.2466381310968035, -2.246127380021446, -2.245835045008603, -2.24542223029882, -2.2452307274579337, -2.2446024303606666, -2.2444414872409064, -2.244049411777583, -2.243615821964709, -2.2431590228267475, -2....
[ "RationalQuadratic(alpha=10, length_scale=1)" ]
RationalQuadratic(alpha=10, length_scale=1)
2000-01-01T00:00:00
[ 0.3068846913516467, 1.0880034046963065, 0.3608594801395747, 0.25492719673143543, 0.26337908240379887, 0.17533047596345247, 0.0996565382683482, 0.19384174606062987, -0.29004233793578554, 0.01894279216621958, 0.4445992804322692, 0.5626243366653355, -0.15263926915699566, -0.22608760421771928,...
[ "WhiteKernel(noise_level=0.1)", "ExpSineSquared(length_scale=1, periodicity=0.356)", "ExpSineSquared(length_scale=1, periodicity=0.328)" ]
WhiteKernel(noise_level=0.1) + ExpSineSquared(length_scale=1, periodicity=0.356) + ExpSineSquared(length_scale=1, periodicity=0.328)
2000-01-01T00:00:00
[ -14.934437294851056, -15.228543783004818, -15.237924646482904, -14.339034342571072, -13.689413354045513, -13.85682991928347, -14.516301844908428, -15.20064742567338, -15.481435375568392, -15.490105794208667, -15.386822078408493, -15.131817978725, -14.927610068088859, -15.2293444441232, -...
[ "DotProduct(sigma_0=10)", "ExpSineSquared(length_scale=1, periodicity=0.0117)" ]
DotProduct(sigma_0=10) + ExpSineSquared(length_scale=1, periodicity=0.0117)
2000-01-01T00:00:00
[ 1.2117612636258546, 1.2216227972131075, 1.2324277915876305, 1.2431030366476914, 1.2542940871146335, 1.2655253669017879, 1.2766970301172682, 1.2885486726692326, 1.300321840549012, 1.3124030429931122, 1.3246506131247096, 1.3371759041503375, 1.3497792441050227, 1.3628484491836501, 1.3755655...
[ "RBF(length_scale=0.1)", "RBF(length_scale=10)" ]
RBF(length_scale=0.1) + RBF(length_scale=10)
2000-01-01T00:00:00
[ -0.001628149986064531, -0.00042295169164130453, 0.006117345302285027, 0.03408815909934615, 0.11574399844710703, 0.2557317998002191, 0.4107561437967102, 0.5408918965550337, 0.6344657548264464, 0.6538785261045456, 0.48619975563016893, 0.006838001277942096, -0.766081836143864, -1.617324883326...
[ "ExpSineSquared(length_scale=1, periodicity=0.0234)", "ExpSineSquared(length_scale=1, periodicity=0.328)" ]
ExpSineSquared(length_scale=1, periodicity=0.0234) + ExpSineSquared(length_scale=1, periodicity=0.328)
2000-01-01T00:00:00
[ 7.137892826119262, 7.841794664953869, 8.34758380624334, 8.398000905869914, 8.29954199900472, 8.10159392666761, 7.668384276922749, 7.402652177849769, 7.599592015591112, 7.863308031295631, 8.026193767763406, 8.079342245850068, 7.597083300327634, 7.016649742478321, 7.219411264980206, 7.95...
[ "ExpSineSquared(length_scale=1, periodicity=0.0137)", "DotProduct(sigma_0=10)", "DotProduct(sigma_0=1)", "ExpSineSquared(length_scale=1, periodicity=0.164)" ]
ExpSineSquared(length_scale=1, periodicity=0.0137) + DotProduct(sigma_0=10) + DotProduct(sigma_0=1) + ExpSineSquared(length_scale=1, periodicity=0.164)
2000-01-01T00:00:00
[ -1.5782609529989007, -1.9007956904870662, -1.4387549376909088, -1.356611346740785, -1.6122355158560926, -1.2854515717036938, -1.0976834844039671, -0.7706739943329516, 0.2754534885294951, -0.07112175453662423, 0.05740848302204049, -0.5559450247756992, -0.3986813953557798, 0.1375777890458575...
[ "RBF(length_scale=1)", "WhiteKernel(noise_level=0.1)", "ExpSineSquared(length_scale=1, periodicity=0.0469)" ]
RBF(length_scale=1) + WhiteKernel(noise_level=0.1) + ExpSineSquared(length_scale=1, periodicity=0.0469)
2000-01-01T00:00:00
[ -2.2020066530020865, -1.9912147914589757, -2.345092483380046, -2.563256999925273, -1.0814677913847914, -0.7376132574530243, -1.131155334187255, -1.6666791438742632, -0.6600746890113742, -0.7109258543397745, -1.2451558069576454, -1.7226055616742246, -0.6500737998085993, -0.8372752191970534,...
[ "ExpSineSquared(length_scale=1, periodicity=0.0234)", "ExpSineSquared(length_scale=1, periodicity=0.00391)", "RationalQuadratic(alpha=0.1, length_scale=1)" ]
(ExpSineSquared(length_scale=1, periodicity=0.0234) + ExpSineSquared(length_scale=1, periodicity=0.00391)) * RationalQuadratic(alpha=0.1, length_scale=1)
2000-01-01T00:00:00
[ 1.231999825168022, 1.107615181631447, 1.3586391689780113, 1.6667329440139484, 1.6515160448055781, 3.083330206427603, 2.5166989463104183, 0.5288737235252094, 0.310761491232612, 0.512777815008111, 0.8320353448809585, 0.9037536208323194, 2.4554726370152036, 2.033558147527946, 0.223413813080...
[ "ExpSineSquared(length_scale=1, periodicity=0.0586)", "ExpSineSquared(length_scale=1, periodicity=0.00684)", "RBF(length_scale=10)" ]
(ExpSineSquared(length_scale=1, periodicity=0.0586) + ExpSineSquared(length_scale=1, periodicity=0.00684)) * RBF(length_scale=10)
2000-01-01T00:00:00
[ 0.9896431446866983, 0.9903975960593119, 0.9908301314203862, 0.9916824856077955, 0.9924002716976368, 0.9929544177482011, 0.993736822924391, 0.9944945350742502, 0.9952065640260339, 0.9959595774528949, 0.9966635609704471, 0.9973900472343449, 0.9983717259397763, 0.9992821980765247, 1.0002157...
[ "RationalQuadratic(alpha=0.1, length_scale=1)" ]
RationalQuadratic(alpha=0.1, length_scale=1)
2000-01-01T00:00:00
[ -1.07129724569004, -1.0862055268453514, -1.100825805536841, -1.115699822794192, -1.1302878908749783, -1.1448732371498545, -1.159350125110806, -1.173779669340587, -1.188019220246983, -1.2023552206360337, -1.2165016450302562, -1.2307206741447227, -1.2446927323018397, -1.2587810953313303, -...
[ "RationalQuadratic(alpha=0.1, length_scale=1)", "ExpSineSquared(length_scale=1, periodicity=0.713)" ]
RationalQuadratic(alpha=0.1, length_scale=1) * ExpSineSquared(length_scale=1, periodicity=0.713)
2000-01-01T00:00:00
[ -12.678161218157705, -7.86008054788492, -2.80689785251409, 0.49638518946386334, 1.8728584841312688, 4.418690594046793, 6.03801604300862, -1.7960659369114174, -13.283287861225066, -17.707376211646814, -18.393268783971855, -19.021720018884814, -17.282460885102953, -11.506137324853228, -1.0...
[ "ExpSineSquared(length_scale=1, periodicity=0.0137)", "ExpSineSquared(length_scale=1, periodicity=0.0508)", "ExpSineSquared(length_scale=1, periodicity=0.0938)", "DotProduct(sigma_0=10)", "ExpSineSquared(length_scale=1, periodicity=0.164)" ]
ExpSineSquared(length_scale=1, periodicity=0.0137) * ExpSineSquared(length_scale=1, periodicity=0.0508) * ExpSineSquared(length_scale=1, periodicity=0.0938) * DotProduct(sigma_0=10) * ExpSineSquared(length_scale=1, periodicity=0.164)
2000-01-01T00:00:00
[ 0.1893677614618281, 0.031043794076379944, -0.513321603176811, -0.8662313925038995, -0.7525963946519841, -0.36612274963103186, 0.011321040977799929, 0.39910477737184036, 0.8158209571630044, 1.214212454933915, 1.09494541297483, 0.4632777550243051, 0.07183703640797132, 0.0580079207423331, 0...
[ "ExpSineSquared(length_scale=1, periodicity=0.0137)" ]
ExpSineSquared(length_scale=1, periodicity=0.0137)
2000-01-01T00:00:00
[ -1.4806786109745074, -1.6825607292345632, -1.855876786808585, -1.9546871752554889, -1.9321969304653985, -1.767183591666123, -1.4723626409281354, -1.081959239905409, -0.6371386191875066, -0.18187080018708687, 0.2412752859668381, 0.5866770881997416, 0.8145646887462705, 0.9006049066657023, ...
[ "ExpSineSquared(length_scale=1, periodicity=0.0254)", "ExpSineSquared(length_scale=1, periodicity=0.356)", "ExpSineSquared(length_scale=1, periodicity=0.356)" ]
ExpSineSquared(length_scale=1, periodicity=0.0254) + ExpSineSquared(length_scale=1, periodicity=0.356) + ExpSineSquared(length_scale=1, periodicity=0.356)
2000-01-01T00:00:00
[ -0.23030872883432985, -0.23747050308039042, -0.24502153535646032, -0.25276967815252716, -0.26001907095134735, -0.2676696311188529, -0.2754613565552364, -0.28351158367183404, -0.2912132203512231, -0.29925282412333776, -0.30741246852303483, -0.3153384211928094, -0.3236189798643542, -0.332070...
[ "RBF(length_scale=10)", "RBF(length_scale=0.1)" ]
RBF(length_scale=10) + RBF(length_scale=0.1)
2000-01-01T00:00:00
[ -1.274591593276822, -0.198667933353239, -0.6975154364650029, -2.564141656133541, -3.200350377338782, -2.5676894269020663, -3.1262545280472294, -1.8114506729925326, -1.0451064245477029, -2.090514164506178, -3.5262549189232386, -2.420523588745286, -2.584645224035642, -1.7270647016493208, -...
[ "ExpSineSquared(length_scale=1, periodicity=0.0469)", "RationalQuadratic(alpha=0.1, length_scale=1)", "ExpSineSquared(length_scale=1, periodicity=0.00586)", "ExpSineSquared(length_scale=1, periodicity=0.0586)" ]
(ExpSineSquared(length_scale=1, periodicity=0.0469) + RationalQuadratic(alpha=0.1, length_scale=1)) * ExpSineSquared(length_scale=1, periodicity=0.00586) * ExpSineSquared(length_scale=1, periodicity=0.0586)
2000-01-01T00:00:00
[ -2.3043308655897348, -2.207105339562442, -1.6779725523018303, -0.8182772185083205, 0.13744647596218665, 0.9541351047679907, 1.463785118535351, 1.5792859904403682, 1.336153471326494, 0.9125993875431054, 0.5415936496246094, 0.3625657532391221, 0.3768486286646987, 0.5116839610826217, 0.6977...
[ "ExpSineSquared(length_scale=1, periodicity=0.0586)", "ExpSineSquared(length_scale=1, periodicity=0.0254)", "RationalQuadratic(alpha=10, length_scale=1)" ]
ExpSineSquared(length_scale=1, periodicity=0.0586) * ExpSineSquared(length_scale=1, periodicity=0.0254) * RationalQuadratic(alpha=10, length_scale=1)
2000-01-01T00:00:00
[ -1.9064006444647266, -1.888457857469425, -1.870255854037083, -1.8518110867160624, -1.8334903526363562, -1.8145504118692966, -1.7960636409852644, -1.7773652031222307, -1.7585595649525092, -1.7400725224401592, -1.7215526426348209, -1.7034623972590737, -1.6851577716605703, -1.6673869147102383...
[ "ExpSineSquared(length_scale=1, periodicity=0.356)" ]
ExpSineSquared(length_scale=1, periodicity=0.356)
2000-01-01T00:00:00
[ 0.09087996321640046, 0.09193277394452593, 0.09298231710289978, 0.09384342443542742, 0.0941440326371979, 0.09558165293890014, 0.09575233208358402, 0.09715327868945717, 0.09713906592633748, 0.09668571018635236, 0.09677571283697456, 0.10084997175004728, 0.10050720788166961, 0.1006668923781483...
[ "DotProduct(sigma_0=10)" ]
DotProduct(sigma_0=10)
2000-01-01T00:00:00
[ 0.5437405096327791, -0.21883026281129447, -0.4103505645347856, -0.4173673352950862, -2.01952726506789, -2.019606493961197, -2.1675721058418587, -1.6311325576894018, -1.4577785462935342, -2.693038977332307, -1.2559528238875757, -1.424166150864188, -2.3651514902659665, 0.7863996783257666, ...
[ "WhiteKernel(noise_level=1)", "ExpSineSquared(length_scale=1, periodicity=0.0586)", "ExpSineSquared(length_scale=1, periodicity=0.328)" ]
WhiteKernel(noise_level=1) + ExpSineSquared(length_scale=1, periodicity=0.0586) + ExpSineSquared(length_scale=1, periodicity=0.328)
2000-01-01T00:00:00
[ 1.3347825714634967, -0.1660013403188738, -0.317100851628509, 0.2787630126147904, 1.0967106242741615, -1.1457519840338708, -1.3753981664446764, -0.34054213336705974, 1.1382550507951485, -1.0785760084831901, -1.5855076974765236, -0.2717218443568683, 1.8120245909980444, -0.39022764741686666, ...
[ "RationalQuadratic(alpha=10, length_scale=1)", "ExpSineSquared(length_scale=1, periodicity=0.656)", "ExpSineSquared(length_scale=1, periodicity=0.00977)", "ExpSineSquared(length_scale=1, periodicity=0.0234)", "ExpSineSquared(length_scale=1, periodicity=0.00391)" ]
RationalQuadratic(alpha=10, length_scale=1) * ExpSineSquared(length_scale=1, periodicity=0.656) * ExpSineSquared(length_scale=1, periodicity=0.00977) + ExpSineSquared(length_scale=1, periodicity=0.0234) + ExpSineSquared(length_scale=1, periodicity=0.00391)
2000-01-01T00:00:00
[ 1.223048085056138, -2.429177713857895, 0.8715970390144595, 2.501172572684459, 1.5818570375225607, -0.16510937101494028, -1.5261656912108768, -0.2289321535047784, 1.3314673183413, 3.246055571820276, 0.6587643552378665, -0.35874860537197484, -2.9463632049108552, -0.981331394842073, -0.4501...
[ "ExpSineSquared(length_scale=1, periodicity=0.00586)", "ExpSineSquared(length_scale=1, periodicity=0.00977)", "WhiteKernel(noise_level=1)", "WhiteKernel(noise_level=1)" ]
ExpSineSquared(length_scale=1, periodicity=0.00586) + ExpSineSquared(length_scale=1, periodicity=0.00977) + WhiteKernel(noise_level=1) + WhiteKernel(noise_level=1)
2000-01-01T00:00:00
[ -2.8421185553007535, -2.665826020720336, -2.442297748971966, -2.192186295721859, -1.9351123918200988, -1.6880356289035463, -1.463040848161282, -1.268678068330499, -1.1087322469688699, -0.9880685181926168, -0.9071085162365898, -0.8676221106869524, -0.8675682958018411, -0.9058137056361942, ...
[ "ExpSineSquared(length_scale=1, periodicity=0.713)", "ExpSineSquared(length_scale=1, periodicity=0.356)", "DotProduct(sigma_0=1)", "ExpSineSquared(length_scale=1, periodicity=0.0508)", "ExpSineSquared(length_scale=1, periodicity=0.713)" ]
ExpSineSquared(length_scale=1, periodicity=0.713) * ExpSineSquared(length_scale=1, periodicity=0.356) * DotProduct(sigma_0=1) + ExpSineSquared(length_scale=1, periodicity=0.0508) + ExpSineSquared(length_scale=1, periodicity=0.713)
2000-01-01T00:00:00
[ -0.13324817953999885, -0.13307351802819012, -0.1329194587245936, -0.1325545691896921, -0.13235935689775935, -0.13195093930414165, -0.1318534560902442, -0.1316506023694484, -0.13120341021717696, -0.13101746623071547, -0.13062956569210524, -0.13060844424419216, -0.13023029760072558, -0.12984...
[ "RationalQuadratic(alpha=10, length_scale=1)" ]
RationalQuadratic(alpha=10, length_scale=1)
2000-01-01T00:00:00
[ 0.26090707438472616, 0.785990801442865, 0.7702215974140669, 0.26960135448444866, 0.2862287287704146, 1.0145253192546002, 1.8600623326071548, 1.870910988465125, 1.5710928959714159, 1.6916137804895404, 2.0985277021884956, 2.6622316812703617, 2.594681555792052, 1.9658288375670563, 1.7894204...
[ "ExpSineSquared(length_scale=1, periodicity=0.0938)", "ExpSineSquared(length_scale=1, periodicity=0.00977)", "ExpSineSquared(length_scale=1, periodicity=0.0586)" ]
ExpSineSquared(length_scale=1, periodicity=0.0938) + ExpSineSquared(length_scale=1, periodicity=0.00977) + ExpSineSquared(length_scale=1, periodicity=0.0586)
2000-01-01T00:00:00
[ 0.26043909548068334, 0.08810903469406023, -0.10353781128085929, -0.2961522892941436, -0.473078729930165, -0.6196608588832743, -0.7253942201427478, -0.7840731906470364, -0.7936621531902066, -0.7571922615517961, -0.6801861366356834, -0.5706651430341647, -0.4385226673320174, -0.29395351949177...
[ "ExpSineSquared(length_scale=1, periodicity=0.0586)" ]
ExpSineSquared(length_scale=1, periodicity=0.0586)
2000-01-01T00:00:00
[ -0.7508351507013361, -0.8405322128053946, -0.9131545615616208, -0.9641866172552953, -0.9922486056863431, -0.995630606178801, -0.9751642304982645, -0.9365556684832218, -0.889178796921671, -0.844818894006801, -0.8178193363555172, -0.8187943922711898, -0.8539232418885057, -0.9199773800449771,...
[ "ExpSineSquared(length_scale=1, periodicity=0.0469)" ]
ExpSineSquared(length_scale=1, periodicity=0.0469)
2000-01-01T00:00:00
[ 1.3524405143895553, 1.2404690241958867, 0.8078657313312038, 0.38068470224652534, -0.028513573073099763, -0.4311215318937429, -0.33813424267098036, 0.21530160055257364, 0.47116134594603387, 0.4116906093800246, 0.620215681241211, 0.8529138076582057, 1.0061191172104, 1.2165418606951588, 1.3...
[ "ExpSineSquared(length_scale=1, periodicity=0.0137)" ]
ExpSineSquared(length_scale=1, periodicity=0.0137)
2000-01-01T00:00:00
[ 0.7563028482678954, 0.756211989037046, 0.7562036431733731, 0.7564799667118465, 0.7562923483828972, 0.7564074376301535, 0.7563303037000059, 0.7562334295305143, 0.756375800267664, 0.7563487934551382, 0.756311339930065, 0.7562871445529631, 0.7565982991333147, 0.7562563235076325, 0.756326494...
[ "1**2" ]
1**2
2000-01-01T00:00:00
[ -1.9309746192396844, -3.2246571168958145, -3.1405261913834543, -2.9282752809574673, -3.4565092224801433, -2.6978067954009166, -4.926699231352837, -4.494693547058631, -4.4675206121743045, -3.6311245553407208, -3.445894046804268, -4.7066847801762215, -3.2253252687881533, -3.97372382981981, ...
[ "RationalQuadratic(alpha=10, length_scale=1)", "ExpSineSquared(length_scale=1, periodicity=0.0469)", "ExpSineSquared(length_scale=1, periodicity=0.0938)", "RBF(length_scale=10)", "WhiteKernel(noise_level=1)" ]
RationalQuadratic(alpha=10, length_scale=1) + ExpSineSquared(length_scale=1, periodicity=0.0469) + ExpSineSquared(length_scale=1, periodicity=0.0938) + RBF(length_scale=10) + WhiteKernel(noise_level=1)
2000-01-01T00:00:00
[ -1.1491885514726061, -1.150731379477339, -1.1520963014677723, -1.1534701775999165, -1.1547590910067387, -1.1561221834426427, -1.1573455118901714, -1.1587241296987567, -1.1600625808820084, -1.1614489566918424, -1.1626122397535028, -1.164227991064862, -1.1655272903454645, -1.1668269747800064...
[ "RationalQuadratic(alpha=1, length_scale=1)" ]
RationalQuadratic(alpha=1, length_scale=1)
2000-01-01T00:00:00
[ -1.1348516112118694, -0.8663130066548919, -0.4062275143415923, -1.0622517523530257, -0.982780721230099, -0.48123198717503857, -2.029563320632993, -1.1420696248439217, -0.8769431708802001, -0.42409034942061763, -1.082901349351351, -0.9919872646371738, -0.5022671981752107, -2.042857176885706...
[ "ExpSineSquared(length_scale=1, periodicity=0.00977)", "DotProduct(sigma_0=0)", "DotProduct(sigma_0=0)", "ExpSineSquared(length_scale=1, periodicity=0.00684)", "ExpSineSquared(length_scale=1, periodicity=0.00684)" ]
(ExpSineSquared(length_scale=1, periodicity=0.00977) + DotProduct(sigma_0=0)) * DotProduct(sigma_0=0) + ExpSineSquared(length_scale=1, periodicity=0.00684) + ExpSineSquared(length_scale=1, periodicity=0.00684)
2000-01-01T00:00:00
[ 1.3572325451953897, 1.0044696835550528, 0.6184085669110799, -0.7064426799452718, 0.5891221069316799, 0.2606004804413897, 0.19920290969850457, -0.6103331026814056, 1.186436780178001, 1.250229624468526, 1.3756999547044644, 0.5111146830654809, 1.9454702347837989, 1.3852407758262373, 0.70799...
[ "RBF(length_scale=10)", "ExpSineSquared(length_scale=1, periodicity=0.0234)", "ExpSineSquared(length_scale=1, periodicity=0.00391)" ]
RBF(length_scale=10) * ExpSineSquared(length_scale=1, periodicity=0.0234) + ExpSineSquared(length_scale=1, periodicity=0.00391)
2000-01-01T00:00:00
[ 0.4459280728339852, -0.6232478745495351, -0.0010873846326013984, 0.6696104843841415, 0.8868511560804774, -0.3794325955009186, 0.7424609979198208, 0.29763000297697695, 1.3181629034546722, -0.7941769842291035, 0.6070461079917084, -3.069880585234681, 0.3832138147402681, 0.05129060211988667, ...
[ "WhiteKernel(noise_level=1)" ]
WhiteKernel(noise_level=1)
2000-01-01T00:00:00
[ -5.632326189920876, -8.085153805822882, 5.848183615090328, -6.7728116984867714, -6.125284311402086, -6.1074826536152385, 5.818885943041433, -8.722247105294194, -6.410466528083978, -4.0002503713205275, 5.743382398355692, -10.134397237480913, -6.547964257536956, -2.0728830565538408, 5.4896...
[ "ExpSineSquared(length_scale=1, periodicity=0.00391)", "DotProduct(sigma_0=1)", "DotProduct(sigma_0=10)", "ExpSineSquared(length_scale=1, periodicity=0.164)" ]
ExpSineSquared(length_scale=1, periodicity=0.00391) * DotProduct(sigma_0=1) * DotProduct(sigma_0=10) * ExpSineSquared(length_scale=1, periodicity=0.164)
2000-01-01T00:00:00
[ 4.149432928812453, 2.460964091382391, 0.42253248758356776, 0.04949799027287849, -0.018509064547906906, 0.9585077809707125, 0.38461819290526966, -0.03308978822550124, 1.44082603566001, 2.958008583943771, 2.287601560921148, 1.8448334479371629, 1.6678559440947212, 0.1879619517632849, 0.0089...
[ "DotProduct(sigma_0=1)", "ExpSineSquared(length_scale=1, periodicity=0.0586)", "ExpSineSquared(length_scale=1, periodicity=0.0137)", "ExpSineSquared(length_scale=1, periodicity=0.0117)", "ExpSineSquared(length_scale=1, periodicity=0.00977)" ]
(DotProduct(sigma_0=1) + ExpSineSquared(length_scale=1, periodicity=0.0586) + ExpSineSquared(length_scale=1, periodicity=0.0137) + ExpSineSquared(length_scale=1, periodicity=0.0117)) * ExpSineSquared(length_scale=1, periodicity=0.00977)
2000-01-01T00:00:00
[ 0.03009272493699186, 0.9478699044887599, 0.5046604978587346, -0.06847173762718817, -0.7293574766488854, -1.4961432497080638, -1.8509982750763094, 0.053143928215281994, 0.9534775730368183, 0.510368672504581, -0.06666164971749813, -0.7232632616913325, -1.4962867945666223, -1.837121673612574,...
[ "ExpSineSquared(length_scale=1, periodicity=0.00684)", "DotProduct(sigma_0=0)" ]
ExpSineSquared(length_scale=1, periodicity=0.00684) + DotProduct(sigma_0=0)
2000-01-01T00:00:00
[ -1.1481623888709858, -1.470488010078891, -1.7130995076453859, -1.638812406261171, -1.6048126626637225, -1.5720912266537386, -1.3916049258310317, -1.482898056299065, -2.0166640428020663, -2.4894269957243895, -2.7488916312206415, -2.65716410267442, -2.0538903045030192, -1.4237793927588787, ...
[ "RBF(length_scale=0.1)", "DotProduct(sigma_0=0)", "ExpSineSquared(length_scale=1, periodicity=0.0137)" ]
RBF(length_scale=0.1) + DotProduct(sigma_0=0) + ExpSineSquared(length_scale=1, periodicity=0.0137)
2000-01-01T00:00:00
[ -2.0553500908482034, -1.8240622618014781, -2.205496780941135, -2.9765090973762076, -2.6120599612724753, -1.1060744916839336, 0.09753388381184713, 0.6071368000597726, 0.5149465155993598, -0.14618311097104364, -1.1600888577169945, -2.120330039407618, -2.4272198940931657, -2.2970119583785005,...
[ "RationalQuadratic(alpha=1, length_scale=1)", "ExpSineSquared(length_scale=1, periodicity=0.328)", "ExpSineSquared(length_scale=1, periodicity=0.0137)", "ExpSineSquared(length_scale=1, periodicity=0.0137)" ]
RationalQuadratic(alpha=1, length_scale=1) + ExpSineSquared(length_scale=1, periodicity=0.328) + ExpSineSquared(length_scale=1, periodicity=0.0137) + ExpSineSquared(length_scale=1, periodicity=0.0137)
2000-01-01T00:00:00
[ -1.00556882399512, -1.0066100103262106, -1.0074574939296501, -1.0086729826082066, -1.0094113492622925, -1.0103081272957093, -1.0115454095122203, -1.012387903718676, -1.013648256148773, -1.0146166273682569, -1.015535294165681, -1.0166354687218473, -1.0175768155166465, -1.0185095386090643, ...
[ "RationalQuadratic(alpha=0.1, length_scale=1)" ]
RationalQuadratic(alpha=0.1, length_scale=1)
2000-01-01T00:00:00
[ -0.09782722539495778, -0.09778749778880208, -0.09752896335024774, -0.09733095778363107, -0.0973024876188931, -0.09685072189368929, -0.0968050426191212, -0.09656792738037939, -0.09646496913821495, -0.09625104903957835, -0.0960888289724893, -0.09585707633357277, -0.09560607315328096, -0.0956...
[ "RationalQuadratic(alpha=10, length_scale=1)" ]
RationalQuadratic(alpha=10, length_scale=1)
2000-01-01T00:00:00
[ 1.6839978752393625, 1.7111078714340384, 1.3746271179186897, 0.9142342905232356, 0.4017944283201288, -0.013120131895442366, -0.3278499471609917, -0.7577965711601757, -1.1645030594280963, -1.6749400869542568, -2.415378000255573, -2.7048658743774263, -2.164771197711216, -1.3674675390868816, ...
[ "ExpSineSquared(length_scale=1, periodicity=0.0137)", "ExpSineSquared(length_scale=1, periodicity=0.0938)" ]
ExpSineSquared(length_scale=1, periodicity=0.0137) + ExpSineSquared(length_scale=1, periodicity=0.0938)
2000-01-01T00:00:00
[ 0.3121361844624782, 0.6193835595363768, 2.51780992369307, -2.140357493422134, -0.6216241328878518, -0.25961241199742974, 1.4832140242353768, -1.0803685394221707, -1.6792560407148698, 0.6197193494955825, 1.1152063671306005, -0.6336717885294015, -0.43579551975480846, 0.5875843417214589, 2....
[ "DotProduct(sigma_0=0)", "ExpSineSquared(length_scale=1, periodicity=0.0117)", "ExpSineSquared(length_scale=1, periodicity=0.0586)", "ExpSineSquared(length_scale=1, periodicity=0.00391)", "RBF(length_scale=0.1)" ]
(DotProduct(sigma_0=0) + ExpSineSquared(length_scale=1, periodicity=0.0117) + ExpSineSquared(length_scale=1, periodicity=0.0586)) * ExpSineSquared(length_scale=1, periodicity=0.00391) * RBF(length_scale=0.1)
2000-01-01T00:00:00
[ -8.802409220324433, -8.931516350763836, -9.063914460607403, -9.195157376536658, -9.3244066340319, -9.452481231512692, -9.57713497389125, -9.69803997620856, -9.814512191401636, -9.929443354368232, -10.036743264997497, -10.142206149255244, -10.243139880855264, -10.338371023096805, -10.4303...
[ "ExpSineSquared(length_scale=1, periodicity=0.0938)", "DotProduct(sigma_0=10)", "ExpSineSquared(length_scale=1, periodicity=0.356)" ]
(ExpSineSquared(length_scale=1, periodicity=0.0938) + DotProduct(sigma_0=10)) * ExpSineSquared(length_scale=1, periodicity=0.356)
2000-01-01T00:00:00
[ 2.6833582921207557, 2.2270355416573, 1.004950030695238, 0.6773806770300903, 1.1024078254850347, 0.16354857390897148, 0.852124640577117, 1.0567599912511225, 0.779841202194659, -0.2138382909931229, -0.2712477786382612, 0.387422273889098, -0.32682064035675173, 0.5486730563989879, 0.87801624...
[ "1**2", "ExpSineSquared(length_scale=1, periodicity=0.0508)", "ExpSineSquared(length_scale=1, periodicity=0.0508)", "ExpSineSquared(length_scale=1, periodicity=0.164)", "ExpSineSquared(length_scale=1, periodicity=0.00684)" ]
1**2 + ExpSineSquared(length_scale=1, periodicity=0.0508) + ExpSineSquared(length_scale=1, periodicity=0.0508) + ExpSineSquared(length_scale=1, periodicity=0.164) + ExpSineSquared(length_scale=1, periodicity=0.00684)
2000-01-01T00:00:00
[ -1.7489312971465383, -2.3797874472533294, -3.1584677535102594, -3.203639292728349, -2.6656811070674022, -1.7401073206783892, -1.8820879459463287, -1.4766227820629356, -0.3800454119011869, -0.5184944334600958, -1.4908236361165617, -2.1270403030473313, -2.9110790095803085, -2.954765751770899...
[ "ExpSineSquared(length_scale=1, periodicity=0.328)", "RationalQuadratic(alpha=10, length_scale=1)", "RBF(length_scale=0.1)", "ExpSineSquared(length_scale=1, periodicity=0.00977)" ]
ExpSineSquared(length_scale=1, periodicity=0.328) * RationalQuadratic(alpha=10, length_scale=1) + RBF(length_scale=0.1) + ExpSineSquared(length_scale=1, periodicity=0.00977)
2000-01-01T00:00:00
[ 0.09337671216191246, 0.3150822614036447, -0.3518249325117004, 0.14315823774086894, -0.041867430233680246, 0.06507740281992162, 0.2858582745702634, -0.39288346038949123, -0.096985374634402, 0.14516176666416192, -0.4147290137883624, 0.2973760926950556, -0.08705712495389477, 0.305723443206913...
[ "WhiteKernel(noise_level=0.1)", "ExpSineSquared(length_scale=1, periodicity=0.00391)" ]
WhiteKernel(noise_level=0.1) * ExpSineSquared(length_scale=1, periodicity=0.00391)
2000-01-01T00:00:00
[ -5.398901781727957, -5.304315695549815, -4.261695486419105, -5.164999805765519, -5.563161457212657, -5.223270331912556, -5.736689207061975, -5.609361146045666, -4.879758005080184, -3.375998853031036, -4.975416697377107, -4.227031361210874, -4.8182135547818685, -4.86536886367342, -5.06595...
[ "ExpSineSquared(length_scale=1, periodicity=0.00684)", "ExpSineSquared(length_scale=1, periodicity=0.00586)", "ExpSineSquared(length_scale=1, periodicity=0.0508)", "DotProduct(sigma_0=10)", "ExpSineSquared(length_scale=1, periodicity=0.164)" ]
(ExpSineSquared(length_scale=1, periodicity=0.00684) * ExpSineSquared(length_scale=1, periodicity=0.00586) * ExpSineSquared(length_scale=1, periodicity=0.0508) + DotProduct(sigma_0=10)) * ExpSineSquared(length_scale=1, periodicity=0.164)
2000-01-01T00:00:00
[ -2.665311284998145, -2.5392962128395182, -2.385623436555887, -2.2147470786457566, -2.035043299859034, -1.8522328630036502, -1.668867443920229, -1.4872696554391633, -1.3102500012737968, -1.1431274426198752, -0.9934872022079163, -0.869883437375887, -0.7794152421715592, -0.7276312924558117, ...
[ "ExpSineSquared(length_scale=1, periodicity=0.0508)" ]
ExpSineSquared(length_scale=1, periodicity=0.0508)
2000-01-01T00:00:00
[ -0.38631134343610807, -0.37840692353619465, -0.47987609774526985, -0.9323328760256826, -1.7594190834175658, -2.2504173431233374, -2.2280643746515736, -1.964207743075713, -1.7048762669857924, -1.5215706948366106, -1.71296655366731, -2.3366916287215362, -2.837450351420965, -2.805288917534954...
[ "ExpSineSquared(length_scale=1, periodicity=0.0137)", "RationalQuadratic(alpha=1, length_scale=1)", "ExpSineSquared(length_scale=1, periodicity=0.0234)" ]
ExpSineSquared(length_scale=1, periodicity=0.0137) + RationalQuadratic(alpha=1, length_scale=1) + ExpSineSquared(length_scale=1, periodicity=0.0234)
2000-01-01T00:00:00
[ 1.8994920391343566, 1.6469474569395859, 1.3517665694167098, 1.0345914580217082, 0.7161857912378015, 0.41467268437478855, 0.14265861910461133, -0.09292170141612852, -0.2917818823184463, -0.45542890749026965, -0.587269220634699, -0.6895577261406802, -0.7621307742643347, -0.8038427087669032, ...
[ "1**2", "ExpSineSquared(length_scale=1, periodicity=0.0508)" ]
1**2 + ExpSineSquared(length_scale=1, periodicity=0.0508)
2000-01-01T00:00:00
[ 2.9118258519376825, 3.3456600701909918, -4.531143031607572, 4.16117972745087, 5.607066594192656, -4.734371596126496, 3.238260553472952, 4.744904701243165, -2.8020740690480026, 6.529083286207305, 6.41912538570716, -4.78851477870611, 3.789144271752267, 5.982890160192958, -1.154171703374731...
[ "DotProduct(sigma_0=10)", "DotProduct(sigma_0=1)", "RationalQuadratic(alpha=0.1, length_scale=1)", "ExpSineSquared(length_scale=1, periodicity=0.328)", "ExpSineSquared(length_scale=1, periodicity=0.00586)" ]
DotProduct(sigma_0=10) * DotProduct(sigma_0=1) * RationalQuadratic(alpha=0.1, length_scale=1) * ExpSineSquared(length_scale=1, periodicity=0.328) * ExpSineSquared(length_scale=1, periodicity=0.00586)
2000-01-01T00:00:00
[ -1.16720926658804, -0.622810303461697, -0.32215239281462055, -0.9670764958282532, -1.099197716366726, -0.5544269332688097, -0.25555690557887834, -0.9007192289743544, -1.0305719312640311, -0.4852931484477354, -0.18873257193951748, -0.83371017989491, -0.9611940976444383, -0.41576479084998264...
[ "ExpSineSquared(length_scale=1, periodicity=0.00391)", "RBF(length_scale=10)", "ExpSineSquared(length_scale=1, periodicity=0.713)" ]
ExpSineSquared(length_scale=1, periodicity=0.00391) * RBF(length_scale=10) + ExpSineSquared(length_scale=1, periodicity=0.713)
2000-01-01T00:00:00
[ 1.191544762596475, 0.8744384850826611, 1.6817807047726143, 1.5995555350266848, 1.013389122709892, 0.10911677995983705, 0.39976740202813954, 1.255737383031644, 1.2127639480054222, 2.2961972930233396, 2.4703610868802057, 2.1214911683445195, 1.3931888434825452, 1.7952917962298753, 2.6363174...
[ "ExpSineSquared(length_scale=1, periodicity=0.00684)", "ExpSineSquared(length_scale=1, periodicity=0.0469)", "RBF(length_scale=0.1)" ]
ExpSineSquared(length_scale=1, periodicity=0.00684) + ExpSineSquared(length_scale=1, periodicity=0.0469) + RBF(length_scale=0.1)