Matrix Reconstruction from a Few Entries

Matrix reconstruction, also known as matrix completion, is the task of inferring missing entries of a partially observed matrix. This package provides a method called OptSpace, which was proposed by Keshavan, R.H., Oh, S., and Montanari, A. (2009) for a case under low-rank assumption.


Reference manual

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0.2.2 by Kisung You, a year ago

Browse source code at

Authors: Kisung You [aut, cre]

Documentation:   PDF Manual  

Task views: Missing Data

GPL (>= 3) license

Imports Rcpp, Rdpack, stats, utils

Linking to Rcpp, RcppArmadillo

Imported by filling, graphon.

See at CRAN