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https://issues.apache.org/jira/browse/SPARK-3254?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=14114299#comment-14114299
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Jeremy Freeman commented on SPARK-3254:
---------------------------------------

Here is a (public) google doc explaining a current implementation, including 
discussion of the update rule, and choices for parameterizing the decay factor.

https://docs.google.com/document/d/1_EWeN4BkGhYbz7-agYPqHRTJm3vAzc1APsHkO7l65KE/edit?usp=sharing

In-progress code can be viewed here:

https://github.com/freeman-lab/spark/tree/streaming-kmeans

> Streaming K-Means
> -----------------
>
>                 Key: SPARK-3254
>                 URL: https://issues.apache.org/jira/browse/SPARK-3254
>             Project: Spark
>          Issue Type: New Feature
>          Components: MLlib, Streaming
>            Reporter: Xiangrui Meng
>            Assignee: Jeremy Freeman
>
> Streaming K-Means with proper decay settings.



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