Github user yanboliang commented on the pull request:

    https://github.com/apache/spark/pull/10639#issuecomment-170939993
  
    @sethah Thanks for your comments! This is not a public GLM API but a 
resolver like ```WeightedLeastSquares```. It will be used to resolve ```GLM``` 
and other algorithms such as ```LogisticRegression```, so I marked all the 
classes as ```private[ml]```. 
    Just like what you side, some GLM implementations restrict the link 
functions that can be used with a given family, I think we should keep the 
restriction in Spark as well and this should further refinement when we make 
GLM public.


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