CR.Sparse

GITHUB Repo: cr-sparse

Contents:

• Introduction
  • Functional Programming
  • Linear Operators
  • Greedy Sparse Recovery/Approximation Algorithms
  • Convex Optimization based Recovery Algorithms
  • Evaluation Framework
  • Installation
  • Further Reading
• Tutorials
  • Dirac DCT Dictionaries
  • Alternating direction algorithms for l1 problems in compressive sensing
• Getting Started
  • Installing as a package
  • Working with the source code in development mode
  • Examples
• CR.Sparse API Documentation
  • Sparsifying Dictionaries and Sensing Matrices
  • Linear Operators
  • Greedy Sparse Recovery/Approximation Algorithms
  • Convex Optimization based Sparse Recovery/Approximation Algorithms
  • Sample Data Generation Utilities
  • Utilities in cr.sparse module
  • Evaluation Framework
  • Linear Algebra Subroutines
• Benchmarks
  • Computation Time Comparison of Sparse Recovery Methods
  • Orthogonal Matching Pursuit

Indices and tables

• Index

• Module Index

• Search Page