Evidently AI

What is Evidently AI?

The Evidently tool provides open-source monitoring capabilities to evaluate and monitor machine learning models in production environments. The platform generates visual reports on model performance, enabling users to detect and troubleshoot issues that may arise. Evidently supports a range of use cases, from tracking model drift and data quality to analyzing feature importance and model interpretability. By aggregating and presenting key metrics in an intuitive dashboard, the tool empowers data science teams to proactively manage the lifecycle of their deployed ML models, ensuring optimal performance and timely identification of potential problems

Highlights

• Generates visual reports on model performance to detect and debug issues
• Supports tracking model drift and data quality
• Analyzes feature importance and model interpretability
• Aggregates and presents key metrics in an intuitive dashboard
• Enables proactive management of deployed ML models