What is Monitor ML?
The app provides real-time monitoring and tracking capabilities for machine learning (ML) models, enabling users to oversee the performance of their models throughout their lifecycle and connect them to relevant business metrics. It supports features such as model tracking, metric logging, analysis, alerting, and production event logging. The app is framework-agnostic, allowing users to monitor their models regardless of the underlying ML framework they have chosen to use
Highlights
- Real-time production monitoring of ML models
- Supports model tracking and metric logging, analysis, and alerting
- Connects ML models to business metrics
- Framework-agnostic monitoring solution