[jira] [Commented] (SPARK-7090) Introduce LDAOptimizer to LDA to further improve extensibility

2015-04-23 Thread Apache Spark (JIRA)

[ 
https://issues.apache.org/jira/browse/SPARK-7090?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=14508906#comment-14508906
 ] 

Apache Spark commented on SPARK-7090:
-

User 'hhbyyh' has created a pull request for this issue:
https://github.com/apache/spark/pull/5661

> Introduce LDAOptimizer to LDA to further improve extensibility
> --
>
> Key: SPARK-7090
> URL: https://issues.apache.org/jira/browse/SPARK-7090
> Project: Spark
>  Issue Type: Improvement
>  Components: MLlib
>Affects Versions: 1.3.1
>Reporter: yuhao yang
>   Original Estimate: 72h
>  Remaining Estimate: 72h
>
> LDA was implemented with extensibility in mind. And with the development of 
> OnlineLDA and Gibbs Sampling, we are collecting more detailed requirements 
> from different algorithms.
> As Joseph Bradley proposed in https://github.com/apache/spark/pull/4807 and 
> with some further discussion, we'd like to adjust the code structure a little 
> to present the common interface and extension point clearly.
> Basically class LDA would be a common entrance for LDA computing. And each 
> LDA object will refer to a LDAOptimizer for the concrete algorithm 
> implementation. Users can customize LDAOptimizer with specific parameters and 
> assign it to LDA.



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[jira] [Commented] (SPARK-7090) Introduce LDAOptimizer to LDA to further improve extensibility

2015-04-23 Thread yuhao yang (JIRA)

[ 
https://issues.apache.org/jira/browse/SPARK-7090?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=14508907#comment-14508907
 ] 

yuhao yang commented on SPARK-7090:
---

Hoops, I thought there was something wrong... I'll close the other. Thanks

> Introduce LDAOptimizer to LDA to further improve extensibility
> --
>
> Key: SPARK-7090
> URL: https://issues.apache.org/jira/browse/SPARK-7090
> Project: Spark
>  Issue Type: Improvement
>  Components: MLlib
>Affects Versions: 1.3.1
>Reporter: yuhao yang
>   Original Estimate: 72h
>  Remaining Estimate: 72h
>
> LDA was implemented with extensibility in mind. And with the development of 
> OnlineLDA and Gibbs Sampling, we are collecting more detailed requirements 
> from different algorithms.
> As Joseph Bradley proposed in https://github.com/apache/spark/pull/4807 and 
> with some further discussion, we'd like to adjust the code structure a little 
> to present the common interface and extension point clearly.
> Basically class LDA would be a common entrance for LDA computing. And each 
> LDA object will refer to a LDAOptimizer for the concrete algorithm 
> implementation. Users can customize LDAOptimizer with specific parameters and 
> assign it to LDA.



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