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.


R1magic

CRAN Version Total RStudio Cloud Downloads RStudio Cloud Downloads License

An R package: Compressive Sampling: Sparse signal recovery utilities

Stable release on CRAN(http://cran.r-project.org/web/packages/R1magic/index.html)

Reference manual

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install.packages("R1magic")

0.3.4 by Mehmet Suzen, 3 years ago


Browse source code at https://github.com/cran/R1magic


Authors: Mehmet Suzen [aut, cre]


Documentation:   PDF Manual  


GPL (>= 3) license


Depends on stats, utils


See at CRAN