[jira] [Updated] (SPARK-8555) Online Variational Inference for the Hierarchical Dirichlet Process

["yuhao yang (JIRA)" <ji...@apache.org>]

     [ https://issues.apache.org/jira/browse/SPARK-8555?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ]

yuhao yang updated SPARK-8555:
------------------------------
    Issue Type: New Feature  (was: Bug)

> Online Variational Inference for the Hierarchical Dirichlet Process
> -------------------------------------------------------------------
>
>                 Key: SPARK-8555
>                 URL: https://issues.apache.org/jira/browse/SPARK-8555
>             Project: Spark
>          Issue Type: New Feature
>          Components: MLlib
>            Reporter: yuhao yang
>            Priority: Minor
>
> The task is created for exploration on the online HDP algorithm described in
> http://jmlr.csail.mit.edu/proceedings/papers/v15/wang11a/wang11a.pdf.
> Major advantage for the algorithm: one pass on corpus, streaming friendly, automatic K (topic number).
> Currently the scope is to support online HDP for topic modeling, i.e. probably an optimizer for LDA.



--
This message was sent by Atlassian JIRA
(v6.3.4#6332)

---------------------------------------------------------------------
To unsubscribe, e-mail: issues-unsubscribe@spark.apache.org
For additional commands, e-mail: issues-help@spark.apache.org