Index

_

_check_hyps_convergence() (in module bayeso.bo) _check_optimizer_method_bo() (in module bayeso.bo) _choose_fun_acquisition() (in module bayeso.bo) _get_bounds() (bayeso.bo.BO method) _get_initial_grid() (bayeso.bo.BO method) _get_initial_latin() (bayeso.bo.BO method) _get_initial_sobol() (bayeso.bo.BO method)

_get_initial_uniform() (bayeso.bo.BO method) _get_list_first() (in module bayeso.utils.utils_covariance) _optimize() (bayeso.bo.BO method) _optimize_objective() (bayeso.bo.BO method) _save_figure() (in module bayeso.utils.utils_plotting) _set_ax_config() (in module bayeso.utils.utils_plotting) _set_font_config() (in module bayeso.utils.utils_plotting) _show_figure() (in module bayeso.utils.utils_plotting)

A

aei() (in module bayeso.acquisition)

B

bayeso (module) bayeso.acquisition (module) bayeso.bo (module) bayeso.constants (module) bayeso.covariance (module) bayeso.gp (module) bayeso.gp.gp (module) bayeso.gp.gp_common (module)

bayeso.gp.gp_scipy (module) bayeso.gp.gp_tensorflow (module) bayeso.utils (module) bayeso.utils.utils_bo (module) bayeso.utils.utils_common (module) bayeso.utils.utils_covariance (module) bayeso.utils.utils_gp (module) bayeso.utils.utils_plotting (module) BO (class in bayeso.bo)

C

check_str_cov() (in module bayeso.utils.utils_gp) choose_fun_cov() (in module bayeso.covariance) convert_hyps() (in module bayeso.utils.utils_covariance) cov_main() (in module bayeso.covariance)

cov_matern32() (in module bayeso.covariance) cov_matern52() (in module bayeso.covariance) cov_se() (in module bayeso.covariance) cov_set() (in module bayeso.covariance)

E

ei() (in module bayeso.acquisition)

G

get_best_acquisition() (in module bayeso.bo) get_grids() (in module bayeso.bo) get_hyps() (in module bayeso.utils.utils_covariance) get_initial() (bayeso.bo.BO method) get_kernel_cholesky() (in module bayeso.gp.gp_common) get_kernel_inverse() (in module bayeso.gp.gp_common) get_minimum() (in module bayeso.utils.utils_common) get_next_best_acquisition() (in module bayeso.utils.utils_bo) get_optimized_kernel() (in module bayeso.gp.gp) (in module bayeso.gp.gp_scipy) (in module bayeso.gp.gp_tensorflow)

get_prior_mu() (in module bayeso.utils.utils_gp) get_range_hyps() (in module bayeso.utils.utils_covariance) get_time() (in module bayeso.utils.utils_common) grad_cov_main() (in module bayeso.covariance) grad_cov_matern32() (in module bayeso.covariance) grad_cov_matern52() (in module bayeso.covariance) grad_cov_se() (in module bayeso.covariance)

N

neg_log_ml() (in module bayeso.gp.gp_scipy)

neg_log_pseudo_l_loocv() (in module bayeso.gp.gp_scipy)

O

optimize() (bayeso.bo.BO method) optimize_many() (in module bayeso.utils.utils_bo)

optimize_many_() (in module bayeso.utils.utils_bo) optimize_many_with_random_init() (in module bayeso.utils.utils_bo)

P

pi() (in module bayeso.acquisition) plot_bo_step() (in module bayeso.utils.utils_plotting) plot_bo_step_acq() (in module bayeso.utils.utils_plotting) plot_gp() (in module bayeso.utils.utils_plotting) plot_gp_sampled() (in module bayeso.utils.utils_plotting) plot_minimum() (in module bayeso.utils.utils_plotting)

plot_minimum_time() (in module bayeso.utils.utils_plotting) predict_optimized() (in module bayeso.gp.gp) predict_test() (in module bayeso.gp.gp) predict_test_() (in module bayeso.gp.gp) pure_exploit() (in module bayeso.acquisition) pure_explore() (in module bayeso.acquisition)

R

restore_hyps() (in module bayeso.utils.utils_covariance)

S

sample_functions() (in module bayeso.gp.gp)

U

ucb() (in module bayeso.acquisition)

V

validate_hyps_arr() (in module bayeso.utils.utils_covariance)

validate_hyps_dict() (in module bayeso.utils.utils_covariance)