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  1. Atlas
  2. ATLAS-3432

Add Machine Learning Governance integration

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    Details

    • Type: New Feature
    • Status: In Progress
    • Priority: Major
    • Resolution: Unresolved
    • Affects Version/s: 3.0.0
    • Fix Version/s: None
    • Component/s: atlas-core
    • Labels:
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      Description

      Managing machine learning models and its deployments are getting more important over time. Adding their metadata into Atlas is the key step.

      This update adds new entity types for ML governance, and implements the Hook defined for ML governance.

      • Atlas entities for machine learning metadata are defined.
      • The Hook API is defined for customer governance service to call to store ML metadata.
      • An implementation of the Hook API is provide that converts machine learning metadata to lineage notifications and send them to Atlas.

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              • Assignee:
                linaataustin Na Li
                Reporter:
                linaataustin Na Li
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                Dates

                • Created:
                  Updated: