$ pip install raymon
Raymon offers a standalone, open source Python library that lets you profile your data and model health.Discover our LIBRARY on gitHUB →
The Raymon observability hub helps you monitor data and model health, and makes it easy to debug your systems. It offers alerting, slice-and-dice dashboards and data inspection functionality.
The observability hub complements the open source library, is extendable and can be self hosted.
Raymon helps you set up data quality and model quality checks with a few lines of code. We currently offer out-of-the-box metrics for structured and vision data, and allow you to define your own metrics for any data type!
Raymon provides easy-to-set-up monitoring of all relevant metrics and alerts you when your data or model quality drops, globally or for slices of your data.
Raymon allows you to easily slice-and-dice your dashboards, metrics and predictions to debug issues. Raymon also helps you inspect specific predictions and find valuable data to improve your models.