Machine learning and artificial intelligence applications have received a significant boost in performance and attention in both academic research and industry medical translation. A computational technique used in drug discovery to search libraries of small molecules in order to identify those structures which are most likely to bind to a drug target, typically a protein receptor or enzyme.