Explaining Deep Graph Networks with Molecular Counterfactuals

Danilo Numeroso, Davide Bacciu

We present a novel approach to tackle explainability of deep graph networks in the context of molecule property prediction tasks, named MEG (Molecular Explanation Generator). We ge…