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Posted to issues@madlib.apache.org by "Frank McQuillan (Jira)" <ji...@apache.org> on 2020/11/20 18:05:00 UTC

[jira] [Closed] (MADLIB-1453) AutoML - add Hyperopt for deep learning

     [ https://issues.apache.org/jira/browse/MADLIB-1453?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ]

Frank McQuillan closed MADLIB-1453.
-----------------------------------
    Resolution: Fixed

https://github.com/apache/madlib/pull/518

> AutoML - add Hyperopt for deep learning
> ---------------------------------------
>
>                 Key: MADLIB-1453
>                 URL: https://issues.apache.org/jira/browse/MADLIB-1453
>             Project: Apache MADlib
>          Issue Type: New Feature
>          Components: Deep Learning
>            Reporter: Frank McQuillan
>            Assignee: Advitya Gemawat
>            Priority: Major
>             Fix For: v1.18.0
>
>
> Story
> Implement Hyperopt for MPP do to model selection on top of the existing model hopper implementation.  This can build on the existing infra recently built for Hyperband.
> Refs
> http://hyperopt.github.io/hyperopt/
> http://proceedings.mlr.press/v28/bergstra13.pdf
> https://github.com/hyperopt/hyperopt



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