CRAN/E | filling

filling

Matrix Completion, Imputation, and Inpainting Methods

Installation

About

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.

Key Metrics

Version 0.2.3
R ≥ 2.14.0
Published 2021-08-21 762 days ago
Needs compilation? yes
License MIT
License File
CRAN checks filling results

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Maintainer

Maintainer

Kisung You

kisungyou@outlook.com

Authors

Kisung You

aut / cre

Material

NEWS
Reference manual
Package source

In Views

MissingData

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

filling archive

Depends

R ≥ 2.14.0

Imports

CVXR ≥ 1.0
Rcpp
Rdpack
ROptSpace
RSpectra
nabor
stats
utils

LinkingTo

Rcpp
RcppArmadillo