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Machine learning on sparse matrices

Matrix factorizations, regression, classification, top-N recommendations

rsparse is an R package for statistical learning primarily on sparse matrices - matrix factorizations, factorization machines, out-of-core regression. Many of the implemented algorithms are particularly useful for recommender systems and NLP.