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An implementation of robust nonnegative matrix factorization (rNMF). The rNMF algorithm decomposes a nonnegative high dimension data matrix into the product of two low rank nonnegative matrices, while detecting and trimming outliers. The main function is rnmf(). The package also includes a visualization tool, see(), that arranges and prints vectorized images.
Package details 


Author  Yifan Ethan Xu <[email protected]>, Jiayang Sun <[email protected]> 
Date of publication  20150211 07:47:35 
Maintainer  Yifan Ethan Xu <[email protected]> 
License  GPL (>= 2) 
Version  0.5.0 
Package repository  View on CRAN 
Installation 
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