PyPunisher¶
Welcome to PyPunisher.
PyPunisher is a package for feature and model selection in Python. Specifically, this package has implemented tools for forward and backward model selection (see here). In order to measure model quality during the selection procedures, we have also implemented the Akaike and Bayesian Information Criterion (see below), both of which punish complex models – hence this package’s name.