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 Orange NMF is an add-on for Orange_ data mining software package. It provides non-negative
 matrix factorization algorithms (NMF) through NIMFA_ and robust singular value decomposition (rSVD).
-To support these matrix factorization widgets, pre- and post-data processing widgets are included in the module.
-The pre-processing widgets are designed to deal with normalizations, missing data, etc. The post-processing
-widgets are designed to view and assess the results of the matrix factorization.
+it includes pre- and post-data processing widgets. The pre-processing widgets are designed to deal with
+normalizations, missing data, etc. The post-processing widgets are designed to view and assess the results
+of matrix factorization.
 
 .. _Orange: http://orange.biolab.si/
 
 
 Contributors
 ============
-Widgets: Fajwel Fogel (Ecole Polytechnique ParisTech)
 
-All the NMF methods call NIMFA_ library, implemented by Marinka Zitnik (Bioinformatics Laboratory, FRI UL).
+Widgets were desgined by Fajwel Fogel (Ecole Polytechnique ParisTech). All the NMF methods call NIMFA_ library,
+implemented by Marinka Zitnik (Bioinformatics Laboratory, FRI UL).
 
 .. _NIMFA: http://nimfa.biolab.si
 
 Thanks also to
 ==============
+
 Doug Marsteller, Stan Young (NISS), Chris Beecher, Paul Fogel.