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https://issues.apache.org/jira/browse/SPARK-5556?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=14339849#comment-14339849
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Pedro Rodriguez commented on SPARK-5556:
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Based on initial testing, I recall FastLDA in practice being O(1), should be 
able to confirm that at a larger scale test soon. LightLDA definitely worth 
looking into I think, at this point though my focus is on getting the FastLDA 
Gibbs to a mergable state (tests pass, refactoring/api for LDA is good, and 
performs at scale as good as or better than EM).

> Latent Dirichlet Allocation (LDA) using Gibbs sampler 
> ------------------------------------------------------
>
>                 Key: SPARK-5556
>                 URL: https://issues.apache.org/jira/browse/SPARK-5556
>             Project: Spark
>          Issue Type: New Feature
>          Components: MLlib
>            Reporter: Guoqiang Li
>




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