KL1p download | SourceForge.net

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

Project Samples

Phase Transition Diagram (success probability : 50%)

Phase Transition Diagram (success probability : 98%)

Project Activity

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License

GNU Library or Lesser General Public License version 3.0 (LGPLv3)

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Additional Project Details

Intended Audience

Advanced End Users

Programming Language

C++

Related Categories

C++ Mathematics Software, C++ Information Analysis Software

Registered

2012-05-06

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