echos: Echo State Networks for Time Series Modeling and Forecasting

Provides a lightweight implementation of functions and methods for fast and fully automatic time series modeling and forecasting using Echo State Networks (ESNs).

Version: 1.0.2
Depends: R (≥ 4.0.0), fabletools (≥ 0.3.0)
Imports: Rcpp (≥ 1.0.3), RcppArmadillo, tsibble, dplyr, tidyr, rlang, distributional
LinkingTo: Rcpp, RcppArmadillo
Suggests: knitr, rmarkdown, tidyverse, fable, testthat (≥ 3.0.0)
Published: 2025-06-23
Author: Alexander Häußer ORCID iD [aut, cre, cph]
Maintainer: Alexander Häußer <alexander-haeusser at gmx.de>
BugReports: https://github.com/ahaeusser/echos/issues
License: GPL-3
URL: https://github.com/ahaeusser/echos, https://ahaeusser.github.io/echos/
NeedsCompilation: yes
Materials: README NEWS
In views: TimeSeries
CRAN checks: echos results

Documentation:

Reference manual: echos.pdf
Vignettes: Base functions (source, R code)
Tidy functions (source, R code)
Datasets (source, R code)

Downloads:

Package source: echos_1.0.2.tar.gz
Windows binaries: r-devel: echos_1.0.1.zip, r-release: echos_1.0.1.zip, r-oldrel: echos_1.0.1.zip
macOS binaries: r-release (arm64): echos_1.0.2.tgz, r-oldrel (arm64): echos_1.0.2.tgz, r-release (x86_64): echos_1.0.2.tgz, r-oldrel (x86_64): echos_1.0.2.tgz
Old sources: echos archive

Linking:

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