Bayesian Optimization Examples

Main scripts:

• BO_maximization.py: Bayesian Optimization for function maximization
• BO_minimization.py: Bayesian Optimization for function minimization
• GP_fit_noise.py: Gaussian Process fitting, noiseless function evaluations
• GP_fit_nonoise.py: Gaussian Process fitting, noisy function evaluations

These examples are adapted from https://github.com/krasserm/bayesian-machine-learning.git

Slides

Slides illustrating Bayesian Optimization and Gaussian Processes using the figures generated by the scripts above are in the folder slides

Other

⭐ If you use find the code or the slides in this repository useful, please star this project!