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https://issues.apache.org/jira/browse/SPARK-15194?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=15285595#comment-15285595
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Joseph K. Bradley commented on SPARK-15194:
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This should be implemented using numpy, within mllib-local, as [~holdenk] said. 
 But you'll need to wait until the blocker JIRA is done.

> Add Python ML API for MultivariateGaussian
> ------------------------------------------
>
>                 Key: SPARK-15194
>                 URL: https://issues.apache.org/jira/browse/SPARK-15194
>             Project: Spark
>          Issue Type: Improvement
>          Components: ML, PySpark
>            Reporter: holdenk
>            Priority: Minor
>
> We have a PySpark API for the MLLib version but not the ML version. This 
> would allow Python's  `GaussianMixture` to more closely match the Scala API.



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