Github user neggert commented on the issue:

    https://github.com/apache/spark/pull/15018
  
    My thought was that there's nothing in the computation that prevents it 
(unlike 0 weights, which cause NaNs). Why not err on the side of maximum 
flexibility to the end user? Just because there's no use case for it now 
doesn't mean someone won't find one in the future.
    
    Just my 2 cents. I don't feel strongly about it and will defer to commiters.


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