Dec 292012
 

NMF

:: DESCRIPTION

NMF (Non-negative Matrix Factorization), an algorithm based on decomposition-by-parts, recovers meaningful information without supervision. Coupled with a novel model selection mechanism, and efficiently implemented in Matlab, NMF is a powerful method for identification of context-dependent patterns in complex biological systems.

::DEVELOPER

Broad Institute

:: SCREENSHOTS

N/A

:: REQUIREMENTS

  • Windows/Linux / MacOsX
  • MatLab

:: DOWNLOAD

 NMF

:: MORE INFORMATION

Citation

Jean-Philippe Brunet, Pablo Tamayo, Todd Golub, Jill Mesirov
Metagenes and molecular pattern discovery using matrix factorization
Proc. Natl. Acad. Sci. USA 2004 101: 4164-4169

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