MLstatkit is a comprehensive Python library designed to seamlessly integrate established statistical methods into machine learning projects.
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Updated
Sep 19, 2025 - Python
MLstatkit is a comprehensive Python library designed to seamlessly integrate established statistical methods into machine learning projects.
Subgroup-stratified, calibration-aware fairness auditing for ML models: DeLong AUC confidence intervals, per-subgroup calibration error, multiple-comparison-corrected significance, and a novel five-axis cross-platform protocol (CPFE). Grounded in peer-reviewed methods.
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