bayeso

BayesO is a simple, but essential Bayesian optimization package, implemented in Python.

• bayeso.acquisition
  • aei()
  • ei()
  • pi()
  • pure_exploit()
  • pure_explore()
  • ucb()
• bayeso.constants
• bayeso.covariance
  • choose_fun_cov()
  • choose_fun_grad_cov()
  • cov_main()
  • cov_matern32()
  • cov_matern52()
  • cov_se()
  • cov_set()
  • get_kernel_cholesky()
  • get_kernel_inverse()
  • grad_cov_main()
  • grad_cov_matern32()
  • grad_cov_matern52()
  • grad_cov_se()