Distribution Shift Detection#
The shift module provides methods for detecting and quantifying distribution shifts between training and deployment data.
Statistical Tests#
Label Shift Detection#
Importance Weighting#
Metrics#
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Wasserstein distance (Earth Mover's Distance) between two empirical distributions. |
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Sliced Wasserstein distance between two empirical distributions. |