This code is no longer maintained. The codebase has been moved to https://github.com/scikit-learn-contrib/skglm. This repository only serves to reproduce the results of the AISTATS 2021 paper "Anderson acceleration of coordinate descent" by Quentin Bertrand and Mathurin Massias.
For me APCG does not have the support identification property because it never forgets the initial support. One could imagine a pass of regular cd from time to time to fix this
I pushed an example where apcg does not identify the support with 3 features in sparse logreg