Package: cleanTS 0.1.2

cleanTS: Testbench for Univariate Time Series Cleaning

A reliable and efficient tool for cleaning univariate time series data. It implements reliable and efficient procedures for automating the process of cleaning univariate time series data. The package provides integration with already developed and deployed tools for missing value imputation and outlier detection. It also provides a way of visualizing large time-series data in different resolutions.

Authors:Mayur Shende [aut, cre], Neeraj Bokde [aut], Andrés E. Feijóo-Lorenzo [aut]

cleanTS_0.1.2.tar.gz
cleanTS_0.1.2.zip(r-4.5)cleanTS_0.1.2.zip(r-4.4)cleanTS_0.1.2.zip(r-4.3)
cleanTS_0.1.2.tgz(r-4.4-any)cleanTS_0.1.2.tgz(r-4.3-any)
cleanTS_0.1.2.tar.gz(r-4.5-noble)cleanTS_0.1.2.tar.gz(r-4.4-noble)
cleanTS_0.1.2.tgz(r-4.4-emscripten)cleanTS_0.1.2.tgz(r-4.3-emscripten)
cleanTS.pdf |cleanTS.html
cleanTS/json (API)

# Install 'cleanTS' in R:
install.packages('cleanTS', repos = c('https://mayur1009.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

Bug tracker:https://github.com/mayur1009/cleants/issues

On CRAN:

3.74 score 11 stars 3 scripts 292 downloads 13 exports 105 dependencies

Last updated 1 years agofrom:86e506cea9. Checks:OK: 7. Indexed: yes.

TargetResultDate
Doc / VignettesOKOct 25 2024
R-4.5-winOKOct 25 2024
R-4.5-linuxOKOct 25 2024
R-4.4-winOKOct 25 2024
R-4.4-macOKOct 25 2024
R-4.3-winOKOct 25 2024
R-4.3-macOKOct 25 2024

Exports:anim_saveanimateanimate_intervalcleanTSgen.animationgen.reportinteract_plotmergecsvna_interpolationna_kalmanna_locfna_mana_mean

Dependencies:base64encbslibcachemclassclassIntclicolorspacecommonmarkcpp11crayoncurldata.tableDBIdigestdplyre1071fansifarverfastmapfontawesomeforecastfracdifffsgenericsgganimateggplot2ggtextgluegridtextgtablehmshtmltoolshttpuvimputeTestbenchimputeTSisobandjpegjquerylibjsonliteKernSmoothlabelinglaterlatticelifecyclelmtestlpSolvelubridatemagrittrmarkdownMASSMatrixmemoisemgcvmimemunsellnlmennetpillarpkgconfigplyrpngprettyunitsprogresspromisesproxypurrrquadprogquantmodR6rappdirsRColorBrewerRcppRcppArmadilloreshape2rlangs2sassscalessfshinysourcetoolsstinepackstringistringrtibbletidyrtidyselecttimechangetimeDatetransformrtseriesTTRtweenrunitsurcautf8vctrsviridisLitewithrwkxfunxml2xtablextszoo