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recosystem: Recommender System using Matrix Factorization

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 + file LICENSE
Copyright: see file COPYRIGHTS
URL: https://github.com/yixuan/recosystem
NeedsCompilation: yes
Materials: README NEWS
CRAN checks: recosystem results

Documentation:

Reference manual: recosystem.pdf
Vignettes: recosystem: Recommender System Using Parallel Matrix Factorization

Downloads:

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 dependencies:

Reverse imports: autostats, recommenderlab
Reverse suggests: cmfrec

Linking:

Please use the canonical form https://CRAN.R-project.org/package=recosystem to link to this page.

These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.