Skip to content

indigits/sparse-plex

Repository files navigation

sparse-plex

NOTE: Please visit cr-sparse for an up-to-date functional implementation in Python using Google JAX which is hardware accelerated for CPU/GPU/TPUs. Thus, same code works on all types of hardware. Docs. All activate development is happening in cr-sparse only. sparse-plex is now in maintenance mode.

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/.