Integrations

How to integrate Evidently with other tools in the ML pipeline.

Evidently can be easily integrated with other tools to fit into the existing workflows.
Below are a few specific examples of how to integrate Evidently in the prediction pipelines. You can adapt them for other workflow management, visualization, and tracking tools.
1. Real-time ML monitoring with Grafana
Evidently and Grafana
2. Data and ML model checks with Airflow
Evidently and Airflow
3. Log Evidently metrics in MLflow UI
Evidently and MLflow
4. Data and ML model checks with Metaflow
Evidently and Metaflow
Metaflow UI: card html

Examples

Notebook environments

Last modified 3mo ago