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From "Imran Younus (JIRA)" <j...@apache.org>
Subject [jira] [Created] (SYSTEMML-1667) Refactoring/Reorganizing DML Scripts
Date Wed, 07 Jun 2017 18:41:18 GMT
Imran Younus created SYSTEMML-1667:
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             Summary: Refactoring/Reorganizing DML Scripts
                 Key: SYSTEMML-1667
                 URL: https://issues.apache.org/jira/browse/SYSTEMML-1667
             Project: SystemML
          Issue Type: Epic
          Components: Algorithms
            Reporter: Imran Younus
         Attachments: SystemML_refactoring_dml_scripts.docx

Current DML scripts in general are hard to work with in notebook environment and in many cases
are completely incomprehensible. Also, no tests and examples exist, making it near impossible
for new comers to use or improve upon these scripts.
Recently major improvements have been made to MLContext in SYSTEMML-1511 jira. But these work
only if the DML scripts define proper functions for the algorithms. Currently, only the deep
learning library can benefit from latest MLContext improvements.
This epic jira will track the task of modernizing existing DML scripts with major focus on
improving the usability of systemml, and also restructuring everything in a way that would
help adding new algorithms.

Attached document describes the work needed to achieve this goal.



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