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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