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Posted to issues@spark.apache.org by "Jeremy Freeman (JIRA)" <ji...@apache.org> on 2014/08/28 22:39:09 UTC

[jira] [Comment Edited] (SPARK-3254) Streaming K-Means

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

Jeremy Freeman edited comment on SPARK-3254 at 8/28/14 8:38 PM:
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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/blob/streaming-kmeans/mllib/src/main/scala/org/apache/spark/mllib/clustering/StreamingKMeans.scala


was (Author: freeman-lab):
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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