Deep learning models have achieved high performance across different domains, such as medical decision-making, autonomous vehicles, decision support systems, among many others. However, despite this success, the inner mechanisms of these are opaque because their internal representations too complex for a human to understand. This opacity makes it hard understand how or why predictions deep mode...