Measures what your Jev classifier's confidence is really worth, and sets the human hand-off line from what a mistake costs.
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Sep 25, 2026 - Python
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reliability-diagram
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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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Jul 3, 2026 - Python
Calibration and uncertainty quantification for ranking systems.
python machine-learning information-retrieval deep-learning pytorch calibration ranking top-k learning-to-rank model-calibration recommender-systems uncertainty-quantification calibration-toolbox reliability-diagram expected-calibration-error
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Feb 5, 2026 - Python
Study and Implementation of various neural network pruning techniques. Extending the lottery ticket hypothesis to structured pruning for accelerated training while maintaining uncertainty and accuracy. The focus is on simplifying the model's complexity without sacrificing its overall performance or leading to overfitting.
mnist-dataset uncertainty-quantification cifar10 accuracy-analysis pruning-algorithms monte-carlo-drop-out reliability-diagram expected-caliberation-error make-moons
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Aug 11, 2025 - Jupyter Notebook
Calibration auditing for probabilistic predictions: reliability diagrams, ECE, Brier decomposition, temperature scaling. Zero dependencies.
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Sep 6, 2026 - Python
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