Github user srowen commented on the pull request:
https://github.com/apache/spark/pull/6761#issuecomment-112448323
Re: Infinity, when do you see that? If you subtract the largest (least
negative) log probability from everything then the largest log prob is 0 so its
exp is 1.
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