Github user manishamde commented on the pull request:

    https://github.com/apache/spark/pull/1290#issuecomment-61433892
  
    @bgreeven I haven't studied the implementation details yet but I had a 
question about the API. I realize that RDD[(Vector, Vector)] is a more general 
structure for training data but it might be a good idea in order to provide 
support for RDD[LabeledPoint] (with conversion to internal format of 
RDD[(Vector, Vector)] as well so that ANN can be "plugged" in place of other 
algorithms in the machine learning pipeline for single label classification and 
regression uses cases.


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