Are there results about performance and scalability of scikit-learn 
implementation of NMF?

According to this thread on SO

http://stackoverflow.com/questions/18575846/non-negative-matrix-factorization-of-sparse-input

There are scalability issue. I would be interested to know the biggest dataset 
NMF can handle and what the memory footprint is.

Thank you,

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