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An alternative implementation of Recursive Feature and Role Extraction (KDD11 & KDD12)

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I have come across more of your work :D I am using `graphrole` but it is slow, so I was thinking of trying this. @benedekrozemberczki what do you think about...

Why is there a negative number in the embedding obtained by non-negative matrix decomposition? Thanks for helping