BADS is a fast Bayesian optimization algorithm designed to solve difficult optimization problems, in particular related to fitting computational models (e.g., via maximum likelihood estimation).
>>> The official repository for BADS has moved to my lab's GitHub page: https://github.com/acerbilab/bads