Superwise.ai
The Superwise.ai platform offers an intuitive model observability solution for monitoring machine learning systems. Users can easily customize and automate ML monitoring through a robust library of over 100 metrics, covering aspects like data drift and performance. With tutorials, API references, and open-source tools, teams can actively ensure model health in production.
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Top Superwise.ai Features
- Customizable ML monitoring templates
- 100+ pre-built metrics
- Open-source Python library
- Anomaly investigation capabilities
- Comprehensive drift analysis tools
- Bias and fairness assessments
- Performance analysis features
- Version comparison tracking
- API-first accessibility
- Self-service metric configuration
- Automated alerting system
- Integration with communication tools
- Robust model observability framework
- Tutorials and API references
- Collaboration with ML practitioners
- Webinars on ML observability
- Cloud-agnostic deployment options
- Scalable monitoring solutions
- Easy onboarding assistance
- Research and whitepapers available.
