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For finding more information about the math behinf the Matrix Factorization Algorithm, access http://www.quuxlabs.com/blog/2010/09/matrix-factorization-a-simple-tutorial-and-implementation-in-python/#implementation-in-python.

This simple tutorial explains the mathematics behind this concept and provides some python samples of the algorithm implementations. Credits to ©2011 quuxlabs.