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
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
chunlinli / defuse Star 11 Code Issues Pull requests Nonlinear Causal Discovery with Confounders neural-network graphical-models deconfounding causal-discovery Updated Feb 9, 2023 Python
fschur / robust_deconfounding Star 0 Code Issues Pull requests DecoR: Deconfounding Time Series with Robust Regression causality causal-inference robust-regression deconfounding Updated Jul 2, 2024 Jupyter Notebook