RJ Nowling created SPARK-2430:
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             Summary: 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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