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https://issues.apache.org/jira/browse/SPARK-2430?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=14123005#comment-14123005
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Yu Ishikawa commented on SPARK-2430:
------------------------------------

Hi [~rnowling], 

> The community had suggested looking into scikit-learn's API so that is a good 
> idea.
I agree with that idea.

> May I suggest you work on SPARK-2966 / SPARK-2429 first?
All right. I will try it !

Thanks





> Standarized Clustering Algorithm API and Framework
> --------------------------------------------------
>
>                 Key: SPARK-2430
>                 URL: https://issues.apache.org/jira/browse/SPARK-2430
>             Project: Spark
>          Issue Type: New Feature
>          Components: MLlib
>            Reporter: RJ Nowling
>            Priority: Minor
>
> Recently, there has been a chorus of voices on the mailing lists about adding 
> new clustering algorithms to MLlib.  To support these additions, we should 
> develop a common framework and API to reduce code duplication and keep the 
> APIs consistent.
> At the same time, we can also expand the current API to incorporate requested 
> features such as arbitrary distance metrics or pre-computed distance matrices.



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