Uploaded image for project: 'Spark'
  1. Spark
  2. SPARK-5256

Improving MLlib optimization APIs

    XMLWordPrintableJSON

    Details

    • Type: Umbrella
    • Status: Resolved
    • Priority: Major
    • Resolution: Incomplete
    • Affects Version/s: None
    • Fix Version/s: None
    • Component/s: MLlib
    • Labels:

      Description

      Goal: Improve APIs for optimization

      Motivation: There have been several disjoint mentions of improving the optimization APIs to make them more pluggable, extensible, etc. This JIRA is a place to discuss what API changes are necessary for the long term, and to provide links to other relevant JIRAs.

      Eventually, I hope this leads to a design doc outlining:

      • current issues
      • requirements such as supporting many types of objective functions, optimization algorithms, and parameters to those algorithms
      • ideal API
      • breakdown of smaller JIRAs needed to achieve that API

        Attachments

          Issue Links

            Activity

              People

              • Assignee:
                Unassigned
                Reporter:
                josephkb Joseph K. Bradley
              • Votes:
                0 Vote for this issue
                Watchers:
                12 Start watching this issue

                Dates

                • Created:
                  Updated:
                  Resolved: