README

About

The origin MACE algorithm, re-implemented in python

MCMC hyperparameter integration
Matern52 kernel

Dependencies

GPy for the GP regression
toml for config file
Platypus for multi-objective optimization

TODO

Improve the interface
Combine MACE with other parallel strategy like kriging believer or local penalization