R wrapper of the 'libmf' library <https://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. High performance multi-core parallel computing is supported in this package.
| Version: | 0.5.1 |
| Depends: | R (≥ 3.3.0), methods |
| Imports: | Rcpp (≥ 0.11.0),float |
| LinkingTo: | Rcpp,RcppProgress |
| Suggests: | knitr,rmarkdown,prettydoc,Matrix |
| Published: | 2023-05-05 |
| DOI: | 10.32614/CRAN.package.recosystem |
| Author: | Yixuan Qiu, David Cortes, Chih-Jen Lin, Yu-Chin Juan, Wei-Sheng Chin, Yong Zhuang, Bo-Wen Yuan, Meng-Yuan Yang, and other contributors. See file AUTHORS for details. recosystem author details |
| Maintainer: | Yixuan Qiu <yixuan.qiu at cos.name> |
| BugReports: | https://github.com/yixuan/recosystem/issues |
| License: | BSD_3_clause + fileLICENSE |
| Copyright: | see fileCOPYRIGHTS |
| URL: | https://github.com/yixuan/recosystem |
| NeedsCompilation: | yes |
| Materials: | README,NEWS |
| CRAN checks: | recosystem results |
| Reference manual: | recosystem.html ,recosystem.pdf |
| Vignettes: | recosystem: Recommender System Using Parallel Matrix Factorization (source,R code) |
| Package source: | recosystem_0.5.1.tar.gz |
| Windows binaries: | r-devel:recosystem_0.5.1.zip, r-release:recosystem_0.5.1.zip, r-oldrel:recosystem_0.5.1.zip |
| macOS binaries: | r-release (arm64):recosystem_0.5.1.tgz, r-oldrel (arm64):recosystem_0.5.1.tgz, r-release (x86_64):recosystem_0.5.1.tgz, r-oldrel (x86_64):recosystem_0.5.1.tgz |
| Old sources: | recosystem archive |
| Reverse imports: | autostats,recommenderlab |
| Reverse suggests: | cmfrec |
Please use the canonical formhttps://CRAN.R-project.org/package=recosystemto link to this page.