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Fairlearn
Fairlearn is an open-source, community-driven project to help data scientists improve fairness of AI systems.

Explainable AI for systems with functional safety requirements
Explainable AI (XAI) is vital for making AI decision-making processes transparent and understandable to human experts, and for ensuring safety and regulatory compliance.