bayeso.bo

These files are for implementing Bayesian optimization classes.

1. Garnett, R. (2023). Bayesian Optimization. Cambridge University Press.

• bayeso.bo.base_bo
  • BaseBO
    • BaseBO._abc_impl
    • BaseBO._get_bounds()
    • BaseBO._get_random_state()
    • BaseBO._get_samples_gaussian()
    • BaseBO._get_samples_grid()
    • BaseBO._get_samples_halton()
    • BaseBO._get_samples_sobol()
    • BaseBO._get_samples_uniform()
    • BaseBO.compute_acquisitions()
    • BaseBO.compute_posteriors()
    • BaseBO.get_initials()
    • BaseBO.get_samples()
    • BaseBO.optimize()
• bayeso.bo.bo_w_gp
  • BOwGP
    • BOwGP._abc_impl
    • BOwGP._optimize()
    • BOwGP.compute_acquisitions()
    • BOwGP.compute_posteriors()
    • BOwGP.optimize()
• bayeso.bo.bo_w_tp
  • BOwTP
    • BOwTP._abc_impl
    • BOwTP._optimize()
    • BOwTP.compute_acquisitions()
    • BOwTP.compute_posteriors()
    • BOwTP.optimize()
• bayeso.bo.bo_w_trees
  • BOwTrees
    • BOwTrees._abc_impl
    • BOwTrees.compute_acquisitions()
    • BOwTrees.compute_posteriors()
    • BOwTrees.get_trees()
    • BOwTrees.optimize()