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 |
Linking:
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