Package: ROptSpace 0.2.3

Kisung You

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.

Authors:Kisung You [aut, cre]

ROptSpace_0.2.3.tar.gz
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ROptSpace.pdf |ROptSpace.html✨
ROptSpace/json (API)

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

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

Uses libs:
  • c++– GNU Standard C++ Library v3

On CRAN:ROptSpace-0.2.3(2021-08-16)

Conda:

cpp

3.38 score 2 stars 4 packages 6 scripts 360 downloads 1 exports 4 dependencies

Last updated 4 years agofrom:b534985de2. Checks:1 OK, 11 NOTE. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKMar 04 2025
R-4.5-win-x86_64NOTEMar 04 2025
R-4.5-mac-x86_64NOTEMar 04 2025
R-4.5-mac-aarch64NOTEMar 04 2025
R-4.5-linux-x86_64NOTEMar 04 2025
R-4.4-win-x86_64NOTEMar 04 2025
R-4.4-mac-x86_64NOTEMar 04 2025
R-4.4-mac-aarch64NOTEMar 04 2025
R-4.4-linux-x86_64NOTEMar 04 2025
R-4.3-win-x86_64NOTEMar 04 2025
R-4.3-mac-x86_64NOTEMar 04 2025
R-4.3-mac-aarch64NOTEMar 04 2025

Exports:OptSpace

Dependencies:rbibutilsRcppRcppArmadilloRdpack

Citation

To cite package ‘ROptSpace’ in publications use:

You K (2025). ROptSpace: Matrix Reconstruction from a Few Entries. R package version 0.2.3, https://github.com/kisungyou/roptspace.

Corresponding BibTeX entry: 

  @Manual{,
    title = {ROptSpace: Matrix Reconstruction from a Few Entries},
    author = {Kisung You},
    year = {2025},
    note = {R package version 0.2.3},
    url = {https://github.com/kisungyou/roptspace},
  }