Frouros: an open-source Python library for drift detection in machine learning systems.
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Updated
Jun 12, 2025 - Python
Frouros: an open-source Python library for drift detection in machine learning systems.
Code for "Distance Matters for Improving Performance Estimation Under Covariate Shift", ICCV Workshop on Uncertainty Quantification 2023, Roschewitz & Glocker.
A flexible and powerful Python toolkit for dataset shift analysis and characterization, providing supervised and unsupervised evaluation of temporal and multi-source data shifts, visualization tools, and statistical insights for data integrity and model performance monitoring
Code for the paper "Where are we with calibration under dataset shift in image classification?"
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