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

See All Activity >

License

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

Follow KL1p

KL1p Web Site

Other Useful Business Software

MongoDB Atlas runs apps anywhere

Deploy in 115+ regions with the modern database for every enterprise.

MongoDB Atlas gives you the freedom to build and run modern applications anywhere—across AWS, Azure, and Google Cloud. With global availability in over 115 regions, Atlas lets you deploy close to your users, meet compliance needs, and scale with confidence across any geography.

Start Free

Rate This Project

User Reviews

Be the first to post a review of KL1p!

Additional Project Details

Intended Audience

Advanced End Users

Programming Language

C++

Related Categories

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

Registered

2012-05-06

Similar Business Software

ActCAD Software

ActCAD is a native dwg/dxf cad software suitable for professional 2D drafting and 3D modeling projects. ActCAD is trusted by over 30000 users in over 103 countries for more than 10 years. The interface, commands, icons, dialogs, shortcuts etc. are very much similar to other popular cad software...

See Software
Solver SDK

Use optimization and simulation models in your desktop, Web or mobile application. Use the same high-level objects (like Problem, Solver, Variable and Function), collections, properties and methods across different programming languages. The same object-oriented API is exposed "over the wire"...

See Software
NVIDIA Modulus

NVIDIA Modulus is a neural network framework that blends the power of physics in the form of governing partial differential equations (PDEs) with data to build high-fidelity, parameterized surrogate models with near-real-time latency. Whether you’re looking to get started with AI-driven physics...

See Software
Evocon

Trusted by manufacturers worldwide, Evocon is a simple and easy-to-use OEE software that helps manufacturing companies improve their production efficiency and reduce waste. The system enables automated data collection, real-time data visualization, downtime tracking, bottleneck identification,...

See Software
Dronedesk

Are you wasting hours on drone flight planning? Still using spreadsheets, doc templates, and paper checklists? If so, it's time to switch to Dronedesk, the web-based drone operations management application that makes planning safe drone flights super-efficient. Dronedesk does all the...

See Software
Houzz Pro

Houzz Pro is the #1 construction management solution for residential contractors and designers. Get an all-in-one solution that spans the full customer lifecycle, including marketing, CRM, estimates, takeoffs, 3D floor plans, project management, selections, online invoicing & payments,...

See Software