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From "Janardhan (JIRA)" <j...@apache.org>
Subject [jira] [Updated] (SYSTEMML-1973) Optimization of parameters, Hyperparameters, and testing.
Date Fri, 16 Feb 2018 03:38:02 GMT

     [ https://issues.apache.org/jira/browse/SYSTEMML-1973?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
]

Janardhan updated SYSTEMML-1973:
--------------------------------
    Description: 
This Epic tracks the algorithm optimization related improvements, and their testing.

*Phase 1:* Addition of support for bayesian optimization.

 


 *Phase 2:* Addition of Model selection & cross validation support at Engine level or
API side.

Once the bayesian optimization is supported, the module is integrated into our API,

 

*Phase 3:* Addition of Optimization test functions.

  was:
This Epic tracks the algorithm optimization related improvements, and their testing.

*Phase 1:* Addition of support for bayesian optimization.
*Phase 2:* Addition of Model selection & cross validation support at Engine level or API
side.
*Phase 3:* Addition of Optimization test functions.


> Optimization of parameters, Hyperparameters, and testing.
> ---------------------------------------------------------
>
>                 Key: SYSTEMML-1973
>                 URL: https://issues.apache.org/jira/browse/SYSTEMML-1973
>             Project: SystemML
>          Issue Type: Epic
>          Components: Algorithms, APIs, Documentation, Test
>            Reporter: Janardhan
>            Assignee: Janardhan
>            Priority: Major
>
> This Epic tracks the algorithm optimization related improvements, and their testing.
> *Phase 1:* Addition of support for bayesian optimization.
>  
>  *Phase 2:* Addition of Model selection & cross validation support at Engine level
or API side.
> Once the bayesian optimization is supported, the module is integrated into our API,
>  
> *Phase 3:* Addition of Optimization test functions.



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