This is the main code used in the experiments of the paper entitled "Binarsity: a penalization for one-hot encoded features" available here and accepted for publication in JMLR.
To re-use this code, you must install tick, a Python 3 module for statistical learning available here, and replace all mlpp occurences by tick (modulo some updates).