Package: autoTS 0.9.11

autoTS: Automatic Model Selection and Prediction for Univariate Time Series

Offers a set of functions to easily make predictions for univariate time series. 'autoTS' is a wrapper of existing functions of the 'forecast' and 'prophet' packages, harmonising their outputs in tidy dataframes and using default values for each. The core function getBestModel() allows the user to effortlessly benchmark seven algorithms along with a bagged estimator to identify which one performs the best for a given time series.

Authors:Vivien Roussez

autoTS_0.9.11.tar.gz
autoTS_0.9.11.zip(r-4.5)autoTS_0.9.11.zip(r-4.4)autoTS_0.9.11.zip(r-4.3)
autoTS_0.9.11.tgz(r-4.4-any)autoTS_0.9.11.tgz(r-4.3-any)
autoTS_0.9.11.tar.gz(r-4.5-noble)autoTS_0.9.11.tar.gz(r-4.4-noble)
autoTS_0.9.11.tgz(r-4.4-emscripten)autoTS_0.9.11.tgz(r-4.3-emscripten)
autoTS.pdf |autoTS.html
autoTS/json (API)

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

Peer review:

Bug tracker:https://github.com/vivienroussez/autots/issues

On CRAN:

4.73 score 9 stars 12 scripts 220 downloads 15 exports 119 dependencies

Last updated 4 years agofrom:b457c02215. Checks:OK: 1 NOTE: 6. Indexed: yes.

TargetResultDate
Doc / VignettesOKNov 10 2024
R-4.5-winNOTENov 10 2024
R-4.5-linuxNOTENov 10 2024
R-4.4-winNOTENov 10 2024
R-4.4-macNOTENov 10 2024
R-4.3-winNOTENov 10 2024
R-4.3-macNOTENov 10 2024

Exports:complete.tsgetBestModelgetFrequencymy.batsmy.etsmy.maemy.predictionsmy.prophetmy.rmsemy.sarimamy.shorttermmy.stlmmy.tbatsprepare.tsrunUserInterface

Dependencies:abindaskpassbackportsbase64encBHbslibcachemcallrcheckmateclicolorspacecommonmarkcpp11crayoncrosstalkcurldata.tabledescdigestdistributionaldplyrdygraphsevaluateextraDistrfansifarverfastmapfontawesomeforecastfracdifffsgenericsggplot2gluegridExtragtablehighrhtmltoolshtmlwidgetshttpuvhttrinlineisobandjquerylibjsonliteknitrlabelinglaterlatticelazyevallifecyclelmtestloolubridatemagrittrMASSMatrixmatrixStatsmemoisemgcvmimemunsellnlmennetnumDerivopensslpillarpkgbuildpkgconfigplotlyposteriorprocessxpromisesprophetpspurrrquadprogquantmodQuickJSRR6rappdirsRColorBrewerRcppRcppArmadilloRcppEigenRcppParallelRcppRollrlangrmarkdownrstanrstantoolssassscalesshinyshinycssloaderssourcetoolsStanHeadersstringistringrsystensorAtibbletidyrtidyselecttimechangetimeDatetinytextseriesTTRurcautf8vctrsviridisLitewithrxfunxtablextsyamlzoo

Introduction to autoTS

Rendered fromautoTS_vignette.Rmdusingknitr::rmarkdownon Nov 10 2024.

Last update: 2020-06-05
Started: 2020-05-07