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sparse-plex

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A MATLAB library for exploiting the sparsity in data representations for solving real life problems.

Keywords:

  • Sparse representations
  • Compressive sensing
  • Sparse recovery : OMP, CoSaMP, BP, ORMP, OLS, IHT, HTP
  • Subspace clustering
  • Joint recovery
  • SMV vs MMV problems
  • Dictionary learning, MOD, K-SVD

Read online documentation at http://sparse-plex.readthedocs.io/en/latest/.

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A MATLAB library for sparse representation problems

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  • MATLAB 77.0%
  • C++ 12.6%
  • C 9.9%
  • Other 0.5%