Package: filling 0.2.3

Kisung You

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.

Authors:Kisung You [aut, cre]

filling_0.2.3.tar.gz
filling_0.2.3.zip(r-4.5)filling_0.2.3.zip(r-4.4)filling_0.2.3.zip(r-4.3)
filling_0.2.3.tgz(r-4.4-x86_64)filling_0.2.3.tgz(r-4.4-arm64)filling_0.2.3.tgz(r-4.3-x86_64)filling_0.2.3.tgz(r-4.3-arm64)
filling_0.2.3.tar.gz(r-4.5-noble)filling_0.2.3.tar.gz(r-4.4-noble)
filling_0.2.3.tgz(r-4.4-emscripten)filling_0.2.3.tgz(r-4.3-emscripten)
filling.pdf |filling.html
filling/json (API)
NEWS

# Install 'filling' in R:
install.packages('filling', repos = c('https://kisungyou.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

Bug tracker:https://github.com/kisungyou/filling/issues

Uses libs:
  • openblas– Optimized BLAS
  • c++– GNU Standard C++ Library v3
  • openmp– GCC OpenMP (GOMP) support library
Datasets:

On CRAN:

openblascppopenmp

2.96 score 4 stars 23 scripts 255 downloads 10 exports 21 dependencies

Last updated 3 years agofrom:c5c70db92b. Checks:1 OK, 8 NOTE. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKJan 03 2025
R-4.5-win-x86_64NOTEJan 03 2025
R-4.5-linux-x86_64NOTEJan 03 2025
R-4.4-win-x86_64NOTEJan 03 2025
R-4.4-mac-x86_64NOTEJan 03 2025
R-4.4-mac-aarch64NOTEJan 03 2025
R-4.3-win-x86_64NOTEJan 03 2025
R-4.3-mac-x86_64NOTEJan 03 2025
R-4.3-mac-aarch64NOTEJan 03 2025

Exports:aux.rndmissingfill.HardImputefill.KNNimputefill.nuclearfill.OptSpacefill.simplefill.SoftImputefill.SVDimputefill.SVTfill.USVT

Dependencies:BHbitbit64cliCVXRECOSolveRgmplatticeMatrixnaborosqpR6rbibutilsRcppRcppArmadilloRcppEigenRdpackRmpfrROptSpaceRSpectrascs