tsfeatures
Time Series Feature Extraction
Methods for extracting various features from time series data. The features provided are those from Hyndman, Wang and Laptev (2013) <doi:10.1109/ICDMW.2015.104>, Kang, Hyndman and Smith-Miles (2017) <doi:10.1016/j.ijforecast.2016.09.004> and from Fulcher, Little and Jones (2013) <doi:10.1098/rsif.2013.0048>. Features include spectral entropy, autocorrelations, measures of the strength of seasonality and trend, and so on. Users can also define their own feature functions.
- Version1.1.1
- R version≥ 3.6.0
- LicenseGPL-3
- Needs compilation?No
- Hyndman, Wang and Laptev (2013)
- Kang, Hyndman and Smith-Miles (2017)
- Fulcher, Little and Jones (2013)
- Last release08/28/2023
Documentation
Team
Rob Hyndman
MaintainerShow author detailsThiyanga Talagala
Show author detailsRolesAuthorMitchell O'Hara-Wild
Show author detailsRolesAuthorEaro Wang
Yangzhuoran Yang
Show author detailsRolesAuthorYanfei Kang
Pablo Montero-Manso
Show author detailsRolesAuthorSouhaib Ben Taieb
Show author detailsRolesContributorCao Hanqing
Show author detailsRolesContributorD K Lake
Show author detailsRolesContributorNikolay Laptev
Show author detailsRolesContributorJ R Moorman
Show author detailsRolesContributorBohan Zhang
Show author detailsRolesContributor
Insights
Last 30 days
This package has been downloaded 15,368 times in the last 30 days. The academic equivalent of having a dedicated subreddit. There are fans, and maybe even a few trolls! The following heatmap shows the distribution of downloads per day. Yesterday, it was downloaded 695 times.
The following line graph shows the downloads per day. You can hover over the graph to see the exact number of downloads per day.
Last 365 days
This package has been downloaded 253,554 times in the last 365 days. That's a whole lot of downloads. Somewhere, a librarian is trying to figure out why more bandwidth is needed. The day with the most downloads was Sep 19, 2024 with 2,462 downloads.
The following line graph shows the downloads per day. You can hover over the graph to see the exact number of downloads per day.
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Binaries
Dependencies
- Imports9 packages
- Suggests8 packages
- Reverse Imports5 packages
- Reverse Suggests1 package