slimrec: Sparse Linear Method to Predict Ratings and Top-N Recommendations

Sparse Linear Method(SLIM) predicts ratings and top-n recommendations suited for sparse implicit positive feedback systems. SLIM is decomposed into multiple elasticnet optimization problems which are solved in parallel over multiple cores. The package is based on "SLIM: Sparse Linear Methods for Top-N Recommender Systems" by Xia Ning and George Karypis <doi:10.1109/ICDM.2011.134>.

Package details

AuthorSrikanth KS [aut, cre]
MaintainerSrikanth KS <[email protected]>
Package repositoryView on CRAN
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slimrec documentation built on May 29, 2017, 1:08 p.m.