BayesO
BayesO: A Bayesian optimization framework in Python - Published in JOSS (2023)
piglot
piglot: an Open-source Package for Derivative-free Optimisation of Numerical Responses - Published in JOSS (2024)
approxposterior
approxposterior: Approximate Posterior Distributions in Python - Published in JOSS (2018)
PyBADS
PyBADS: Fast and robust black-box optimization in Python - Published in JOSS (2024)
optimeo
OPTIMEO is a package doubled by a web application that helps you optimize your experimental process by generating a Design of Experiment, generating new experiments using Bayesian Optimization (BO), and analyzing the results of your experiments using Machine Learning models.
Limbo
Limbo: A Flexible High-performance Library for Gaussian Processes modeling and Data-Efficient Optimization - Published in JOSS (2018)