Evidently

Evidently is a tool for analyzing and tracking data and ML model quality throughout the model lifecycle.

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.

Available in stages

Installation

Example stacks