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Posted to issues@systemml.apache.org by "Mike Dusenberry (JIRA)" <ji...@apache.org> on 2016/03/25 00:02:25 UTC

[jira] [Resolved] (SYSTEMML-577) Add High-Level "executeScript" API to Python MLContext

     [ https://issues.apache.org/jira/browse/SYSTEMML-577?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ]

Mike Dusenberry resolved SYSTEMML-577.
--------------------------------------
    Resolution: Fixed

> Add High-Level "executeScript" API to Python MLContext
> ------------------------------------------------------
>
>                 Key: SYSTEMML-577
>                 URL: https://issues.apache.org/jira/browse/SYSTEMML-577
>             Project: SystemML
>          Issue Type: Improvement
>          Components: APIs
>            Reporter: Mike Dusenberry
>            Assignee: Mike Dusenberry
>            Priority: Minor
>
> This adds the {{executeScript(...)}} function to the Python MLContext API, and in the process hides the need to use {{registerInput(...)}} and {{registerOutput(...)}} by allowing the user to pass in a dictionary of key:value inputs of any type, and an array of outputs to keep.
> Example:
> {code}
> pnmf = """ // script here """
> outputs = ml.executeScript(pnmf, {"X": X_train, "maxiter": 100, "rank": 10}, ["W", "H", "negloglik"])
> {code}



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