R package for a variational Bayes approach facilitating adaptive regularization of feature groups as used in 'Adaptive penalization in high-dimensional regression and classification with external covariates using variational Bayes'. The main function is `graper`, which fits the variational Bayes model given data `X`, a response `y` and a group annotation for each feature in `annot`.