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Looking for some software to deal with 50kx50k sparse matrix applying non-negative matrix factorization. Do you know any?

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migrated from mathoverflow.net Sep 2 '13 at 16:58

This question came from our site for professional mathematicians.

  • $\begingroup$ Third hit in google leads me here: cs.helsinki.fi/u/phoyer/software.html $\endgroup$ – Terry Loring Sep 2 '13 at 16:11
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    $\begingroup$ It would help if you were a bit more verbose on what exactly you mean with "non-negative", and what kinds of factorizations you are looking for. What do you happen to know about your matrix? $\endgroup$ – Wolfgang Bangerth Sep 3 '13 at 3:02
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    $\begingroup$ non-negative matrix factorization is a thing $\endgroup$ – k20 Sep 3 '13 at 21:32
  • $\begingroup$ @k20, several terms are "a thing", but it would not hurt to be descriptive. $\endgroup$ – nicoguaro Mar 13 '18 at 13:19
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The following paper uses MapReduce for distributed computation of non-negative matrix factorization:

This paper describes an implementation and parallelization of the non-negative factorization and claims the results for matrices exceeding your specifications.

Regarding software libraries:

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