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  1. Spark
  2. SPARK-8555

Online Variational Inference for the Hierarchical Dirichlet Process

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Details

    • New Feature
    • Status: Resolved
    • Minor
    • Resolution: Won't Fix
    • None
    • None
    • MLlib
    • None

    Description

      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.

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              Unassigned Unassigned
              yuhaoyan yuhao yang
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                Created:
                Updated:
                Resolved: