Github user maropu commented on the pull request:

    https://github.com/apache/spark/pull/4614#issuecomment-74419961
  
    Look good though, it would be better to use SVDPlusPlus.run() as the name 
of an entry point for usability
    because other libraries such TriangleCount and PageRan do so.
    
    How about adding new some arguments so as to keep the signature?


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