Joseph K. Bradley created SPARK-9788:
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             Summary: LDA docConcentration, gammaShape 1.5 binary 
incompatibility fixes
                 Key: SPARK-9788
                 URL: https://issues.apache.org/jira/browse/SPARK-9788
             Project: Spark
          Issue Type: Improvement
          Components: MLlib
            Reporter: Joseph K. Bradley


>From [SPARK-9658]:

1. LDA.docConcentration

It will be nice to keep the old APIs unchanged.  Proposal:
* Add “asymmetricDocConcentration” and revert docConcentration changes.
* If the (internal) doc concentration vector is a single value, 
“getDocConcentration" returns it.  If it is a constant vector, 
getDocConcentration returns the first item, and fails otherwise.

2. LDAModel.gammaShape

This should be given a default value.



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