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 |
| DOI: | 10.32614/CRAN.package.echos |
| Author: | Alexander Häußer 
[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.html , 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_1.0.2.zip, r-release: echos_1.0.2.zip, r-oldrel: echos_1.0.2.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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