Other packages > Find by keyword >

tsfeatures  

Time Series Feature Extraction
View on CRAN: Click here


Download and install tsfeatures package within the R console
Install from CRAN:
install.packages("tsfeatures")

Install from Github:
library("remotes")
install_github("cran/tsfeatures")

Install by package version:
library("remotes")
install_version("tsfeatures", "1.1.1")



Attach the package and use:
library("tsfeatures")
Maintained by
Rob Hyndman
[Scholar Profile | Author Map]
First Published: 2019-02-06
Latest Update: 2023-08-28
Description:
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.
How to cite:
Rob Hyndman (2019). tsfeatures: Time Series Feature Extraction. R package version 1.1.1, https://cran.r-project.org/web/packages/tsfeatures. Accessed 06 Apr. 2025.
Previous versions and publish date:
1.0.0 (2019-02-06 16:50), 1.0.1 (2019-04-16 15:02), 1.0.2 (2020-06-07 18:10), 1.1 (2022-10-09 01:10)
Other packages that cited tsfeatures R package
View tsfeatures citation profile
Other R packages that tsfeatures depends, imports, suggests or enhances
Complete documentation for tsfeatures
Downloads during the last 30 days
03/0703/0803/0903/1003/1103/1203/1303/1403/1503/1603/1703/1803/1903/2003/2103/2203/2303/2403/2503/2603/2703/2803/2903/3003/3104/0104/0204/0304/0404/05Downloads for tsfeatures300350400450500550600650700TrendBars

Today's Hot Picks in Authors and Packages

ider  
Various Methods for Estimating Intrinsic Dimension
An implementation of various methods for estimating intrinsic dimension of vector-valued dataset or ...
Download / Learn more Package Citations See dependency  
r2resize  
In-Text Resize for Images, Tables and Fancy Resize Containers in 'shiny', 'rmarkdown' and 'quarto' Documents
Automatic resizing toolbar for containers, images and tables. Various resizable or expandable contai ...
Download / Learn more Package Citations See dependency  
listarrays  
A Toolbox for Working with R Arrays in a Functional Programming Style
A toolbox for R arrays. Flexibly split, bind, reshape, modify, subset and name arrays. ...
Download / Learn more Package Citations See dependency  
danstat  
R Client for the Statistics Denmark Databank API
The purpose of the package is to enable an R function interface into the Statistics Denmark Databank ...
Download / Learn more Package Citations See dependency  
spCP  
Spatially Varying Change Points
Implements a spatially varying change point model with unique intercepts, slopes, variance intercep ...
Download / Learn more Package Citations See dependency  
FuzzyQ  
Fuzzy Quantification of Common and Rare Species
Fuzzy clustering of species in an ecological community as common or rare based on their abundance a ...
Download / Learn more Package Citations See dependency  

23,990

R Packages

207,311

Dependencies

64,809

Author Associations

23,991

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA