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Sprint 3 and 4: Drift Monitoring & Detection

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@santhoshkumarvs santhoshkumarvs released this 24 May 19:10
· 10 commits to main since this release
v0.4.0
c397103
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Learn about vigilant mode.

🚀 Features in this Release

Sprint-3: PSI Drift API

  • Added sprint-3/api/psi_drift.py with Population Stability Index (PSI) computation.
  • REST API for monitoring prediction distribution drift.

Sprint-4: Model Drift Detection

  • Integrated statistical tracking for model performance drift.
  • Placeholder for A/B metrics, alerts, and baseline versioning logic.

🎯 Ready for integration with upstream monitoring & model registry pipelines.

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