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Graph regularized Non-negative matrix factorization with sparsity constraints (SGNMF)

  • This MATLAB package implemented a NMF algorithm with graph laplacian regularization and sparsity constraint.
  • GNMF implementation is from "Non-negative Matrix Factorization on Manifold".
  • Sparsity regularization is added to the original implementation.

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NMF with graph laplacian and sparsity constraints

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