raamana / confounds Star 38 Code Issues Pull requests Discussions Conquering confounds and covariates: methods, library and guidance machine-learning statistics scikit-learn cross-validation regression neuroscience biostatistics classification confounding neuroimaging combat covariates deconfounding confound Updated Mar 21, 2024 Python
darya-chyzhyk / confound_prediction Star 38 Code Issues Pull requests Confound-isolating cross-validation approach to control for a confounding effect in a predictive model. machine-learning cross-validation neuroscience prediction confounding statistical-tests biomarkers deconfounding confound subsampling Updated Aug 30, 2019 Python
donydchen / causal_emotion Star 15 Code Issues Pull requests ☯︎[ACMMM'22] Official PyTorch Implementation of Towards Unbiased Visual Emotion Recognition via Causal Intervention pytorch confounding causality causal-inference facial-expression-recognition emotion-recognition acmmm2022 Updated Jul 20, 2022 Python
YueYANG1996 / KnoBo Star 11 Code Issues Pull requests A Textbook Remedy for Domain Shifts Knowledge Priors for Medical Image Analysis medical confounding interpretable-machine-learning domain-shift retrieval-augmented-generation Updated Jul 7, 2024 Python
robertthiesmeier / unmeasured_confounding Star 0 Code Issues Pull requests Simulation of unmeasured confounding simulation power confounding monte-carlo-simulation epidemiology Updated Aug 1, 2023 Python