This is the Linux app named KL1p whose latest release can be downloaded as kl1p-0.4.2-sources.zip. It can be run online in the free hosting provider OnWorks for workstations.
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KL1p
DESCRIPTION
KL1p is a portable C++ framework for handling sparse recovery of inverse problems of underdetermined linear systems, like in compressed sensing technique.
Features
- Basis Pursuit algorithm
- Orthogonal Matching Pursuit (OMP) algorithm
- Regularized Orthogonal Matching Pursuit (ROMP) algorithm
- Compressive Sampling Matching Pursuit (CoSaMP) algorithm
- Subspace Pursuit algorithm
- Smoothed L0 (SL0) algorithm
- Approximate Message Passing (AMP) algorithm
- Expectation Maximization Belief Propagation (EMBP) algorithm
- Fourier transform
- Discrete Cosine transform
- Walsh-Hadamard transform
- Daubechies Wavelets transform
Audience
Advanced End Users
Programming Language
C++
Categories
This is an application that can also be fetched from https://sourceforge.net/projects/kl1p/. It has been hosted in OnWorks in order to be run online in an easiest way from one of our free Operative Systems.
