RcppEnsmallen: Header-Only C++ Mathematical Optimization Library for 'Armadillo'
'Ensmallen' is a templated C++ mathematical optimization library (by the 'MLPACK' team) that provides a simple set of abstractions for writing an objective function to optimize. Provided within are various standard and cutting-edge optimizers that include full-batch gradient descent techniques, small-batch techniques, gradient-free optimizers, and constrained optimization. The 'RcppEnsmallen' package includes the header files from the 'Ensmallen' library and pairs the appropriate header files from 'armadillo' through the 'RcppArmadillo' package. Therefore, users do not need to install 'Ensmallen' nor 'Armadillo' to use 'RcppEnsmallen'. Note that 'Ensmallen' is licensed under 3-Clause BSD, 'Armadillo' starting from 7.800.0 is licensed under Apache License 2, 'RcppArmadillo' (the 'Rcpp' bindings/bridge to 'Armadillo') is licensed under the GNU GPL version 2 or later. Thus, 'RcppEnsmallen' is also licensed under similar terms. Note that 'Ensmallen' requires a compiler that supports 'C++11' and 'Armadillo' 9.800 or later.
| Version: | 0.2.21.1.1 |
| Depends: | R (≥ 4.0.0) |
| Imports: | Rcpp |
| LinkingTo: | Rcpp, RcppArmadillo (≥ 0.9.800.0.0) |
| Suggests: | knitr, rmarkdown |
| Published: | 2024-02-17 |
| DOI: | 10.32614/CRAN.package.RcppEnsmallen |
| Author: | James Joseph Balamuta
 [aut, cre,
cph],
Dirk Eddelbuettel
[aut, cph] RcppEnsmallen author details |
| Maintainer: | James Joseph Balamuta <balamut2 at illinois.edu> |
| BugReports: | https://github.com/coatless-rpkg/rcppensmallen/issues |
| License: | GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] |
| Copyright: | see file COPYRIGHTS |
| URL: | https://github.com/coatless-rpkg/rcppensmallen, https://r-pkg.thecoatlessprofessor.com/rcppensmallen/, https://github.com/mlpack/ensmallen, https://ensmallen.org/ |
| NeedsCompilation: | yes |
| Citation: | RcppEnsmallen citation info |
| Materials: | README NEWS ChangeLog |
| CRAN checks: | RcppEnsmallen results |
Documentation:
| Reference manual: | RcppEnsmallen.pdf |
| Vignettes: |
Using RcppEnsmallen in Your Own R Package Solving Linear Regression using Numeric Optimization |
Downloads:
| Package source: | RcppEnsmallen_0.2.21.1.1.tar.gz |
| Windows binaries: | r-devel: RcppEnsmallen_0.2.21.1.1.zip, r-release: RcppEnsmallen_0.2.21.1.1.zip, r-oldrel: RcppEnsmallen_0.2.21.1.1.zip |
| macOS binaries: | r-release (arm64): RcppEnsmallen_0.2.21.1.1.tgz, r-oldrel (arm64): RcppEnsmallen_0.2.21.1.1.tgz, r-release (x86_64): RcppEnsmallen_0.2.21.1.1.tgz, r-oldrel (x86_64): RcppEnsmallen_0.2.21.1.1.tgz |
| Old sources: | RcppEnsmallen archive |
Reverse dependencies:
| Reverse linking to: | HDJM, mlpack, Racmacs, sparsevb, VBJM |
Linking:
Please use the canonical form https://CRAN.R-project.org/package=RcppEnsmallen to link to this page.