Package: R1magic 0.3.4

Mehmet Suzen

R1magic: Compressive Sampling: Sparse Signal Recovery Utilities

Utilities for sparse signal recovery suitable for compressed sensing. L1, L2 and TV penalties, DFT basis matrix, simple sparse signal generator, mutual cumulative coherence between two matrices and examples, Lp complex norm, scaling back regression coefficients.

Authors:Mehmet Suzen [aut, cre]

R1magic_0.3.4.tar.gz
R1magic_0.3.4.tar.gz(r-4.5-noble)R1magic_0.3.4.tar.gz(r-4.4-noble)
R1magic_0.3.4.tgz(r-4.4-emscripten)R1magic_0.3.4.tgz(r-4.3-emscripten)
R1magic.pdf |R1magic.html✨
R1magic/json (API)
NEWS

# Install 'R1magic' in R:
install.packages('R1magic', repos = 'https://cloud.r-project.org')

On CRAN:

Conda:

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

1.70 score 240 downloads 16 exports 0 dependencies

Last updated 2 years agofrom:9a430883a8. Checks:3 OK. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKMar 30 2025
R-4.5-linuxOKMar 30 2025
R-4.4-linuxOKMar 30 2025

Exports:CompareL1_L2_TV1DFTMatrix0DFTMatrixPlainGaussianMatrixLnormmutualCoherenceobjective1TVobjectiveL1objectiveL2ooscaleBack.lmsolve1TVsolveL1solveL2sparseSignalTV1

Dependencies:

Citation

To cite package ‘R1magic’ in publications use:

Suzen M (2023). R1magic: Compressive Sampling: Sparse Signal Recovery Utilities. R package version 0.3.4, https://CRAN.R-project.org/package=R1magic.

Corresponding BibTeX entry: 

  @Manual{,
    title = {R1magic: Compressive Sampling: Sparse Signal Recovery
      Utilities},
    author = {Mehmet Suzen},
    year = {2023},
    note = {R package version 0.3.4},
    url = {https://CRAN.R-project.org/package=R1magic},
  }