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  1. Spark
  2. SPARK-10817

ML abstraction umbrella

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    Details

    • Type: Umbrella
    • Status: Open
    • Priority: Major
    • Resolution: Unresolved
    • Affects Version/s: None
    • Fix Version/s: None
    • Component/s: ML
    • Labels:
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      Description

      This is an umbrella for discussing and creating ML abstractions. This was originally handled under SPARK-1856 and SPARK-3702, under which we created the Pipelines API and some Developer APIs for classification and regression.

      This umbrella is for future work, including:

      • Stabilizing the classification and regression APIs
      • Discussing traits vs. abstract classes for abstraction APIs
      • Creating other abstractions not yet covered (clustering, multilabel prediction, etc.)

      Note that SPARK-3702 still has useful discussion and design docs.

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              • Assignee:
                Unassigned
                Reporter:
                josephkb Joseph K. Bradley
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                • Created:
                  Updated: