The official source code to: Better Uncertainty Calibration via Proper Scores for Classification and Beyond (NeurIPS'22)
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Dec 12, 2024 - Jupyter Notebook
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calibration-error
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khalib is a classifier calibration algorithm based on Khiops
supervised-learning automl probability-calibration classifier-calibration calibration-error reliability-diagram
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May 1, 2026 - Python
Research framework for analyzing calibration collapse under class imbalance in tabular machine learning, with adaptive calibration methods, stress-test benchmarks, and minority reliability evaluation.
machine-learning reliability tabular-data pytorch calibration class-imbalance uncertainty-estimation ece smote robustness probability-calibration imbalanced-learning calibration-error expected-calibration-error calibration-collapse
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May 8, 2026 - Python
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