Github user JeremyNixon commented on the issue:

    https://github.com/apache/spark/pull/13617
  
    +1 for multiple outputs. Deep NN Regression with multiple outputs has 
gotten state of the art performance on object localization tasks. 
    
    Let's have a conversation about the public API for activations but also for 
flexible neural network models in general - I'll put together a design doc and 
ping you on JIRA as well as break the activation functions into another PR.


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