/bayesian-optimization-examples

Bayesian Optimization examples

Primary LanguagePythonApache License 2.0Apache-2.0

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!