A Python-based toolbox of various methods in decision making, uncertainty quantification and statistical emulation: multi-fidelity, experimental design, Bayesian optimisation, Bayesian quadrature, etc.
Surrogate Modeling Toolbox
DeepHyper: A Python Package for Massively Parallel Hyperparameter Optimization in Machine Learning
Collection of Multi-Fidelity benchmark functions
Distributed Asynchronous Hyperparameter Optimization Better than HyperOpt