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recosystem (version 0.2.5)

Recommender System using Matrix Factorization

Description

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.

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Install

install.packages('recosystem')

Monthly Downloads

1,709

Version

0.2.5

License

BSD_3_clause + file LICENSE

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Maintainer

Yixuan Qiu

Last Published

February 7th, 2015

Functions in recosystem (0.2.5)

Reco

Construct a Recommender System Object
train

Train a Recommender Model
predict

Recommender Model Predictions
output

Output Factorization Matrices
convert

Read Data File and Convert to Binary Format