Notebooks demonstrating Gaussian Process modeling and Bayesian optimization
gaussian_process.ipynb
demonstrates the creation of Gaussian Process models using Botorch.
bo_example_stepped.ipynb
demostrates and visualizes a simple 1D optimization problem solved with Bayesian optimization using Botorch.
For more advanced usage without the hassle I suggest you check out Xopt
https://github.com/ChristopherMayes/Xopt which implements a variety of Bayesian optimization algorithms and more.