Formal Verification of ML Models in Lean 4

2025-03-23
Formal Verification of ML Models in Lean 4

The `formal_verif_ml` project offers a Lean 4 framework for formally verifying properties (robustness, fairness, interpretability) of machine learning models. It includes a Lean library, model translator, web interface, and CI/CD pipeline, supporting various model types. An interactive web portal lets users upload models, view generated Lean code, trigger proof compilation, and visualize the architecture.

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