https://github.com/coatless-rpkg/rcppensmallen

Rcpp integration for the Ensmallen templated C++ mathematical optimization library
https://github.com/coatless-rpkg/rcppensmallen

armadillo cpp11 ensmallen optimization r rcpp rcpparmadillo

Last synced: 5 days ago
JSON representation

Rcpp integration for the Ensmallen templated C++ mathematical optimization library

• Host: GitHub
• URL: https://github.com/coatless-rpkg/rcppensmallen
• Owner: coatless-rpkg
• Created: 2018-10-20T15:02:52.000Z (about 6 years ago)
• Default Branch: main
• Last Pushed: 2024-12-03T18:42:20.000Z (about 2 months ago)
• Last Synced: 2025-01-07T11:08:09.704Z (12 days ago)
• Topics: armadillo, cpp11, ensmallen, optimization, r, rcpp, rcpparmadillo
• Language: C++
• Homepage: http://r-pkg.thecoatlessprofessor.com/rcppensmallen/
• Size: 5.52 MB
• Stars: 31
• Watchers: 2
• Forks: 3
• Open Issues: 4
• Metadata Files:
  • Readme: README.md
  • Changelog: ChangeLog

Awesome Lists containing this project

README

        
# RcppEnsmallen

[![R-CMD-check](https://github.com/coatless-rpkg/rcppensmallen/actions/workflows/R-CMD-check.yaml/badge.svg)](https://github.com/coatless-rpkg/rcppensmallen/actions/workflows/R-CMD-check.yaml)

[![License](https://eddelbuettel.github.io/badges/GPL2+.svg)](https://www.gnu.org/licenses/gpl-2.0.html) 

[![CRAN](https://www.r-pkg.org/badges/version/RcppEnsmallen)](https://cran.r-project.org/package=RcppEnsmallen) 

[![Downloads](https://cranlogs.r-pkg.org/badges/RcppEnsmallen?color=brightgreen)](https://www.r-pkg.org/pkg/RcppEnsmallen)

## Overview

[Ensmallen](https://ensmallen.org/) is a C++ header-only mathematical optimization

library written by developers behind [MLPACK](https://www.mlpack.org/) 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](https://arma.sourceforge.net/) through the 

[RcppArmadillo](https://cran.r-project.org/package=RcppArmadillo) package. 

Therefore, users do not need to install Ensmallen nor Armadillo to use RcppEnsmallen. 

## Status

The package is under active development with releases to [CRAN](https://cran.r-project.org/)

about once a month.

### Authors

James Balamuta and Dirk Eddelbuettel

## Citing the `RcppEnsmallen` package

To ensure future development of the package, please cite `RcppEnsmallen` package

if used during an analysis or simulation study. Citation information for

the package may be acquired by using in *R*:

``` r

citation("RcppEnsmallen")

```

### License

GPL (>= 2)