Use it when
- You want to calculate data drift, target drift, and model performance as part of a pipeline or monitor deployed models.
- You want out-of-the-box interactive reports.
- You want easy integration with Grafana, Apache Airflow, or MLflow.
Example stacks
Airflow + MLflow stack
Installation
pip install evidently