Package: kantime 0.0.0.1

kantime: Nixtla's KAN Time Series Model In R

This package is a binding between Nixtla's neuralforecast Library, specifically KANs, and R's {modeltime} package. Nixtla's KAN is bound using {reticulate}, which is then ported into {parsnip} and bridged to {modeltime}.

Authors:Frankie T. Hull [aut, cre]

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kantime.pdf |kantime.html✨
kantime/json (API)

# Install 'kantime' in R:
install.packages('kantime', repos = c('https://frankiethull.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

Bug tracker:https://github.com/frankiethull/kantime/issues

On CRAN:

3.00 score 10 stars 5 exports 193 dependencies

Last updated 1 days agofrom:14690053ac. Checks:OK: 1 WARNING: 6. Indexed: yes.

TargetResultDate
Doc / VignettesOKDec 23 2024
R-4.5-winWARNINGDec 23 2024
R-4.5-linuxWARNINGDec 23 2024
R-4.4-winWARNINGDec 23 2024
R-4.4-macWARNINGDec 23 2024
R-4.3-winWARNINGDec 23 2024
R-4.3-macWARNINGDec 23 2024

Exports:create_neuralforecast_envinstall_neuralforecastkankan_bridge_fit_impluse_neuralforecast_env

Dependencies:abindanytimeaskpassbackportsbase64encBHbigDbitbit64bitopsbroombslibcachemcallrcheckmateclassclicliprclockcodetoolscolorspacecommonmarkconflictedcpp11crayoncrosstalkcurldata.tabledescdiagramdialsDiceDesigndigestdistributionaldoFuturedoParalleldplyrdygraphsevaluateextraDistrfansifarverfastmapfontawesomeforcatsforeachforecastfracdifffsfurrrfuturefuture.applygenericsggplot2globalsgluegowerGPfitgridExtragtgtablehardhatherehighrhmshtmltoolshtmlwidgetshttrinferinlineipredisobanditeratorsjanitorjquerylibjsonlitejuicyjuiceKernSmoothknitrlabelinglaterlatticelavalazyevallhslifecyclelistenvlmtestloolubridatemagrittrmarkdownMASSMatrixmatrixStatsmemoisemgcvmimemodeldatamodelenvmodeltimemunsellnlmennetnumDerivopensslpadrparallellyparsnippatchworkpillarpkgbuildpkgconfigplotlypngposteriorprettyunitsprocessxprodlimprogressprogressrpromisesprophetpspurrrquadprogquantmodQuickJSRR6rappdirsRColorBrewerRcppRcppArmadilloRcppEigenRcppParallelRcppRollRcppTOMLreactablereactRreadrrecipesreticulaterlangrmarkdownrpartrprojrootrsamplerstanrstantoolsrstudioapisassscalessfdshapeslidersnakecaseSQUAREMStanHeadersstringistringrsurvivalsystensorAtibbletidymodelstidyrtidyselecttimechangetimeDatetimetktinytextseriestsfeaturesTTRtunetzdburcautf8V8vctrsviridisLitevroomwarpwithrworkflowsworkflowsetsxfunxgboostxml2xtsyamlyardstickzoo