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]

kantime_0.0.0.1.tar.gz
kantime_0.0.0.1.zip(r-4.7)kantime_0.0.0.1.zip(r-4.6)kantime_0.0.0.1.zip(r-4.5)
kantime_0.0.0.1.tgz(r-4.6-any)kantime_0.0.0.1.tgz(r-4.5-any)
kantime_0.0.0.1.tar.gz(r-4.7-any)kantime_0.0.0.1.tar.gz(r-4.6-any)
kantime_0.0.0.1.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
kantime/json (API)

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

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

On CRAN:

Conda:

2.88 score 15 stars 5 exports 196 dependencies

Last updated from:14690053ac. Checks:7 WARNING, 2 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-devel-x86_64WARNING213
source / vignettesOK226
linux-release-x86_64WARNING207
macos-release-arm64WARNING182
macos-oldrel-arm64WARNING187
windows-develWARNING127
windows-releaseWARNING135
windows-oldrelWARNING122
wasm-releaseOK177

Exports:create_neuralforecast_envinstall_neuralforecastkankan_bridge_fit_impluse_neuralforecast_env

Dependencies:abindanytimeaskpassbackportsbase64encBHbigDbitbit64bitopsbroombslibcachemcallrcheckmateclassclicliprclockcodetoolscolorspacecommonmarkconflictedcpp11crayoncrosstalkcurldata.tabledescdiagramdialsDiceDesigndigestdistributionaldoParalleldplyrdygraphsevaluateextraDistrfarverfastmapfontawesomeforcatsforeachforecastfracdifffsfurrrfuturefuture.applyGauProgenericsggplot2globalsgluegowergridExtragtgtablehardhatherehighrhmshtmltoolshtmlwidgetshttrinferinlineipredisobanditeratorsjanitorjquerylibjsonlitejuicyjuiceKernSmoothknitrlabelinglaterlatticelavalazyevallbfgslifecyclelistenvlitedownlmtestloolubridatemagrittrmarkdownMASSMatrixmatrixStatsmemoisemimemixoptmodeldatamodelenvmodeltimenlmennetnumDerivopensslotelpadrparallellyparsnippatchworkpillarpkgbuildpkgconfigplotlypngposteriorprettyunitsprocessxprodlimprogressprogressrpromisesprophetpspurrrquadprogquantmodQuickJSRR6rappdirsRColorBrewerRcppRcppArmadilloRcppEigenRcppParallelRcppRollRcppTOMLreactablereactRreadrrecipesreticulaterlangrmarkdownrpartrprojrootrsamplerstanrstantoolsrstudioapiS7sassscalessfdshapeslidersnakecasesparsevctrssplitfngrSQUAREMStanHeadersstringistringrsurvivalsystailortensorAtibbletidymodelstidyrtidyselecttimechangetimeDatetimetktinytextseriestsfeaturesTTRtunetzdburcautf8V8vctrsviridisLitevroomwarpwithrworkflowsworkflowsetsxfunxgboostxml2xtsyamlyardstickzoo