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
:: SCREENSHOTS
N/A
:: REQUIREMENTS
- Windows/Linux / MacOsX
- MatLab
:: DOWNLOAD
:: 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