filling: Matrix Completion, Imputation, and Inpainting Methods

Filling in the missing entries of a partially observed data is one of fundamental problems in various disciplines of mathematical science. For many cases, data at our interests have canonical form of matrix in that the problem is posed upon a matrix with missing values to fill in the entries under preset assumptions and models. We provide a collection of methods from multiple disciplines under Matrix Completion, Imputation, and Inpainting. See Davenport and Romberg (2016) <doi:10.1109/JSTSP.2016.2539100> for an overview of the topic.

Version:	0.2.3
Depends:	R (≥ 2.14.0)
Imports:	CVXR (≥ 1.0), Rcpp, Rdpack, ROptSpace, RSpectra, nabor, stats, utils
LinkingTo:	Rcpp, RcppArmadillo
Published:	2021-08-21
DOI:	10.32614/CRAN.package.filling
Author:	Kisung You [aut, cre]
Maintainer:	Kisung You <kisungyou at outlook.com>
License:	MIT + file LICENSE
NeedsCompilation:	yes
Materials:	NEWS
In views:	MissingData
CRAN checks:	filling results

Documentation:

Reference manual:

filling.pdf

Downloads:

Package source:	filling_0.2.3.tar.gz
Windows binaries:	r-devel: filling_0.2.3.zip, r-release: filling_0.2.3.zip, r-oldrel: filling_0.2.3.zip
macOS binaries:	r-release (arm64): filling_0.2.3.tgz, r-oldrel (arm64): filling_0.2.3.tgz, r-release (x86_64): filling_0.2.3.tgz, r-oldrel (x86_64): filling_0.2.3.tgz
Old sources:	filling archive

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