NannyML

NannyML is a Python library that estimates post-deployment model performance without access to ground truth. Data scientists and ML engineers use it to monitor model health and detect data drift.

Official docs: https://nannyml.readthedocs.io/

NannyML Overview

• Project
  • Model Performance Monitoring
  • Data Quality Monitoring
  • Drift Monitoring
• File
  • Uploaded Files
  • Report Files
• Alert

Use action names and parameters as needed.