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Marinka Zitnik  committed aee27d8

RDM

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 Orange NMF
 ==========
 
-Orange NMF is an add-on for Orange_ data mining software package.
-
-Orange is open source, data mining software based on Python and C++
-programming. A useful component of Orange allows for a drag and drop interface to
-visualize building the data processing flow and analysis pipeline, or visual programming.
-On the canvas of this modular program, analysis or processing objects called “widgets”
-are dropped and connected to create a simple yet powerful data processing flow.
-
-In this project, the Orange-NMF add on makes two popular matrix factorization methods available in Orange; non-negative
-matrix factorization (NMF), 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
+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.
 
 .. _Orange: http://orange.biolab.si/