dataset-shift

Here are 2 public repositories matching this topic...

IFCA-Advanced-Computing / frouros

Frouros: an open-source Python library for drift detection in machine learning systems.

python machine-learning statistics concept-drift machine-learning-engineering mle change-detection covariate-shift mlops drift-detection machine-learning-operations data-drift distribution-shift dataset-drift dataset-shift

Updated Nov 19, 2024
Python

melanibe / distance_matters_performance_estimation

Star

Code for "Distance Matters for Improving Performance Estimation Under Covariate Shift", ICCV Workshop on Uncertainty Quantification 2023, Roschewitz & Glocker.

image-classification uncertainty-quantification covariate-shift performance-estimation dataset-shift

Updated Jan 23, 2024
Jupyter Notebook

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