MLOps Observability 👁️

Glass box system - reproducible, traceable, monitored.

Features

1. MLflow Tracking 📊

Complete tracking setup:

cp references/mlflow-tracking.py ../your-project/src/tracking.py

Tracks:

• Config (params)
• Metrics (accuracy, loss)
• Models (sklearn/pytorch)
• Datasets (lineage)