Package: theft 0.6.3
Trent Henderson
theft: Tools for Handling Extraction of Features from Time Series
Consolidates and calculates different sets of time-series features from multiple 'R' and 'Python' packages including 'Rcatch22' Henderson, T. (2021) <doi:10.5281/zenodo.5546815>, 'feasts' O'Hara-Wild, M., Hyndman, R., and Wang, E. (2021) <https://CRAN.R-project.org/package=feasts>, 'tsfeatures' Hyndman, R., Kang, Y., Montero-Manso, P., Talagala, T., Wang, E., Yang, Y., and O'Hara-Wild, M. (2020) <https://CRAN.R-project.org/package=tsfeatures>, 'tsfresh' Christ, M., Braun, N., Neuffer, J., and Kempa-Liehr A.W. (2018) <doi:10.1016/j.neucom.2018.03.067>, 'TSFEL' Barandas, M., et al. (2020) <doi:10.1016/j.softx.2020.100456>, and 'Kats' Facebook Infrastructure Data Science (2021) <https://facebookresearch.github.io/Kats/>.
Authors:
theft_0.6.3.tar.gz
theft_0.6.3.zip(r-4.5)theft_0.6.3.zip(r-4.4)theft_0.6.3.zip(r-4.3)
theft_0.6.3.tgz(r-4.4-any)theft_0.6.3.tgz(r-4.3-any)
theft_0.6.3.tar.gz(r-4.5-noble)theft_0.6.3.tar.gz(r-4.4-noble)
theft_0.6.3.tgz(r-4.4-emscripten)theft_0.6.3.tgz(r-4.3-emscripten)
theft.pdf |theft.html✨
theft/json (API)
| # Install 'theft' in R: |
| install.packages('theft', repos = c('https://hendersontrent.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/hendersontrent/theft/issues
- feature_list - All features available in theft in tidy format
- simData - Sample of randomly-generated time series to produce function tests and vignettes
data-visualisationdata-visualizationdimensionality-reductionmachine-learningtime-series
Last updated 2 months agofrom:08b41cbacb. Checks:OK: 7. Indexed: yes.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Nov 02 2024 |
| R-4.5-win | OK | Nov 02 2024 |
| R-4.5-linux | OK | Nov 02 2024 |
| R-4.4-win | OK | Nov 02 2024 |
| R-4.4-mac | OK | Nov 02 2024 |
| R-4.3-win | OK | Nov 02 2024 |
| R-4.3-mac | OK | Nov 02 2024 |
Exports:calculate_featuresinit_theftinstall_python_pkgsprocess_hctsa_file
Dependencies:anytimeBHclicodetoolscolorspacecpp11curldigestdistributionaldplyrellipsisfabletoolsfansifarverfeastsforecastfracdifffurrrfuturegenericsggdistggplot2globalsgluegtablehereisobandjsonlitelabelinglatticelifecyclelistenvlmtestlubridatemagrittrMASSMatrixmgcvmunsellnlmennetnumDerivparallellypillarpkgconfigpngprogressrpurrrquadprogquantmodR.matlabR.methodsS3R.ooR.utilsR6rappdirsRcatch22RColorBrewerRcppRcppArmadilloRcppRollRcppTOMLreticulaterlangrprojrootscalessliderstringistringrtibbletidyrtidyselecttimechangetimeDatetseriestsfeaturestsibbleTTRurcautf8vctrsviridisLitewarpwithrxtszoo
