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  • Introduction
  • Tutorials
    • Thinking in JAX
    • Dirac Cosine Dictionaries
    • Alternating direction algorithms for l1 problems in compressive sensing
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Contents:

  • Thinking in JAX
    • 1D arrays
    • Norms
    • Matrices
    • Linear Algebra
    • Basic Signal Processing
  • Dirac Cosine Dictionaries
    • Cosine basis construction
    • Dirac-Cosine dictionary construction
    • A mixture signal of impulses and sinusoids
    • Mixture signal representation in Cosine basis
    • Building a sparse representation in the Dirac Cosine basis
    • Sparse representation error
  • Alternating direction algorithms for l1 problems in compressive sensing
    • Standard sparse recovery problems for compressive sensing
      • Basis pursuit
      • Basis pursuit denoising
      • Basis pursuit with inequality constraints
    • Non-negative counterparts
      • Non-negative basis pursuit
      • Non-negative basis pursuit denoising
      • Non-negative basis pursuit with inequality constraints
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