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Posted to issues@systemml.apache.org by "Janardhan (JIRA)" <ji...@apache.org> on 2018/02/16 03:38:02 UTC
[jira] [Updated] (SYSTEMML-1973) Optimization of parameters,
Hyperparameters, and testing.
[ 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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