Evidently + Grafana
Create live dashboards for real-time ML monitoring.
Grafana is an open-source data visualization platform. It is frequently used with the Prometheus time series database to monitor software system performance.
You can use this same stack for ML monitoring. In this case, Evidently provides a metrics calculation layer that can be easily configured for your use case.
An integration example is available as a Docker container:
evidently/evidently/tutorials/monitoring_service at main · evidentlyai/evidently
GitHub
Follow the readme to install and modify the example.
It contains pre-built dashboards to display Evidently reports in the Grafana interface.

1. Data Drift Dashboard

We plan to add more pre-built dashboards in the future.
Last modified 1mo ago
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