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Omar Santos 0fedd639d1

Create monitoring.md

2024-01-05 12:53:41 -05:00

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AI monitoring tools

Model Monitoring Tools
Data Quality Tools
- Great Expectations
- Deequ
Explainability and Interpretability Tools
- SHAP (SHapley Additive exPlanations)
- LIME (Local Interpretable Model-agnostic Explanations)
Ethical and Bias Monitoring Tools
- IBM's AI Fairness 360
- Google's What-If Tool
Performance Monitoring Tools
- Nagios
- Prometheus
Security Monitoring, Red Teaming, and Prompt Injection