Github user javadba commented on the pull request:

    https://github.com/apache/spark/pull/4254#issuecomment-71929175
  
    
    RE:
     >>  Is it possible to do Gaussian similarity in another PR? It should be 
part of the feature transformation but not within PIC. It would be easier for 
code review if the PR is minimal.
    
    This is a big change late in the game.  We could do the following more 
easily:  change the signature to PIC to allow the input to be the Affinity 
Matrix (user defined).  Then we retain the code for the Gaussian similarity 
calculation to be sent in . Our tests  and documentation and verification all 
depend on this.


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