Github user mengxr commented on the pull request:

    https://github.com/apache/spark/pull/964#issuecomment-46398707
  
    @vrilleup Thanks for updating the PR! I made a comment on the explicit type 
checks. I'm a little confused about the new API. If `isDenseSVD` is true, `tol` 
doesn't mean anything. In MATLAB and SciPy, `svds` and `svd` are separate 
functions. We should either do the same or hide the parameters from users. 
Having `computeSVD(k, computeU)` should be sufficient for most users. What do 
you think?


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