monk1337 / Awesome-Robust-Machine-Learning Star 33 Code Issues Pull requests A curated list of Robust Machine Learning papers/articles and recent advancements.machine-learningdeep-learninghealthcareawesome-listoodfairnesscovariate-shiftfederated-learningmachine-learning-biasfairness-testingbias-detectionrobust-machine-learningfairness-aiconcept-shiftfairness-mlrobust-learninglabel-shiftdata-shiftdistribution-shifthealthcare-federated-learning Updated Oct 13, 2022
monk1337 / Awesome-Distribution-Shift Star 23 Code Issues Pull requests A curated list of Distribution Shift papers/articles and recent advancements.datamachine-learningmachine-learning-algorithmsoodfairnesscovariate-shiftbias-detectionrobust-machine-learningconcept-shiftfairness-mllabel-shiftood-detectiondata-shiftdistribution-shift Updated Oct 20, 2022
ModelOriented / drifter Star 19 Code Issues Pull requests Concept Drift and Concept Shift Detection for Predictive Modelspredictive-modelingconcept-driftconcept-shiftdrwhy Updated Sep 24, 2019R
CCaribe9 / SHAPEffects Star 7 Code Issues Pull requests Code and experiments related to SHAPEffects paper: 'A feature selection method based on Shapley values robust to concept shift in regression'data-sciencemachine-learningfeature-selectionconcept-driftshapconcept-shiftshapley-values Updated May 24, 2023Jupyter Notebook