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
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autoTS_0.9.11.tgz(r-4.5-any)autoTS_0.9.11.tgz(r-4.4-any)autoTS_0.9.11.tgz(r-4.3-any)
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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'))

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

On CRAN:

Conda:

4.78 score 10 stars 12 scripts 255 downloads 15 exports 119 dependencies

Last updated 5 years agofrom:b457c02215. Checks:1 OK, 8 NOTE. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKMar 10 2025
R-4.5-winNOTEMar 10 2025
R-4.5-macNOTEMar 10 2025
R-4.5-linuxNOTEMar 10 2025
R-4.4-winNOTEMar 10 2025
R-4.4-macNOTEMar 10 2025
R-4.4-linuxNOTEMar 10 2025
R-4.3-winNOTEMar 10 2025
R-4.3-macNOTEMar 10 2025

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 Mar 10 2025.

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