This package is an R wrapper of the libmf library (http://www.csie.ntu.edu.tw/~cjlin/libmf/) for recommender system using matrix factorization. It is typically used to approximate an incomplete matrix using the product of two matrices in a latent space. Other common names for this task include "collaborative filtering", "matrix completion", "matrix recovery", etc.
| Version: | 0.2.3 |
| Depends: | methods |
| Imports: | Rcpp (≥ 0.11.0) |
| LinkingTo: | Rcpp |
| Suggests: | knitr |
| Published: | 2014-09-11 |
| Author: | Yixuan Qiu [aut, cre], Chih-Jen Lin [aut, cph] (original C++ code), Yu-Chin Juan [aut, cph] (original C++ code), Yong Zhuang [aut, cph] (original C++ code), Wei-Sheng Chin [aut, cph] (original C++ code) |
| Maintainer: | Yixuan Qiu <yixuan.qiu at cos.name> |
| BugReports: | https://github.com/yixuan/recosystem/issues |
| License: | BSD_3_clause + file LICENSE |
| Copyright: | see file COPYRIGHTS |
| URL: | https://github.com/yixuan/recosystem |
| NeedsCompilation: | yes |
| SystemRequirements: | C++11 |
| Materials: | README NEWS |
| CRAN checks: | recosystem results |
| Reference manual: | recosystem.pdf |
| Vignettes: |
Recommender system with recosystem package |
| Package source: | recosystem_0.2.3.tar.gz |
| Windows binaries: | r-devel: not available, r-release: not available, r-oldrel: not available |
| OS X Snow Leopard binaries: | r-release: not available, r-oldrel: not available |
| OS X Mavericks binaries: | r-release: not available |
| Old sources: | recosystem archive |