ROptSpace: 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) <doi:10.1109/ISIT.2009.5205567> for a case under low-rank assumption.

Version: 0.2.3
Imports: Rcpp, Rdpack, stats, utils
LinkingTo: Rcpp, RcppArmadillo
Published: 2021-08-16
Author: Kisung You ORCID iD [aut, cre]
Maintainer: Kisung You <kisungyou at outlook.com>
License: MIT + file LICENSE
NeedsCompilation: yes
In views: MissingData
CRAN checks: ROptSpace results

Downloads:

Reference manual: ROptSpace.pdf
Package source: ROptSpace_0.2.3.tar.gz
Windows binaries: r-devel: ROptSpace_0.2.3.zip, r-devel-UCRT: ROptSpace_0.2.3.zip, r-release: ROptSpace_0.2.3.zip, r-oldrel: ROptSpace_0.2.3.zip
macOS binaries: r-release (arm64): ROptSpace_0.2.3.tgz, r-release (x86_64): ROptSpace_0.2.3.tgz, r-oldrel: ROptSpace_0.2.3.tgz
Old sources: ROptSpace archive

Reverse dependencies:

Reverse imports: filling, graphon

Linking:

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