NMA: Nonnegative Matrix Approximation (Factorization)


NMA

Download

  1. [NNMA for Bregman Divergences D(A; BC)]
  2. [Script to compute D(A; BC)]
  3. [Alpha Version 0.1 (20th March, 2006) ]    [ README ]
  4. [Pre-Alpha Version 0.09 (18th Jan, 2006) ]    [ README ]

How to Cite?

If you use this software for a paper, thesis, report, etc., then please include at least one of the following as a citation:
  1. Generalized Nonnegative Matrix Approximations with Bregman Divergences. I. S. Dhillon and S. Sra Advances in Neural Information Processing Systems (NIPS). Dec. 2005. [BibTeX]
  2. Matrix Nearness Problems in Data Mining. S. Sra. Ph.D. Thesis,Univ. of Texas at Austin. Aug. 2007. [BibTeX]

INSTALLATION NOTES

  1. Untar the tarball
  2. Edit the makefile to reflect the BLAS, LAPACK, etc. libariers
  3. Run 'make'
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