Index

_

_get_bounds() (bayeso.bo.BO method) _get_list_first() (in module bayeso.utils.utils_covariance) _get_samples_grid() (bayeso.bo.BO method) _get_samples_latin() (bayeso.bo.BO method) _get_samples_sobol() (bayeso.bo.BO method) _get_samples_uniform() (bayeso.bo.BO method)

_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_gpytorch (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_logger (module) bayeso.utils.utils_plotting (module) bayeso.wrappers (module) bayeso.wrappers.wrappers_bo (module) BO (class in bayeso.bo)

C

check_hyps_convergence() (in module bayeso.utils.utils_bo) check_optimizer_method_bo() (in module bayeso.utils.utils_bo) check_str_cov() (in module bayeso.utils.utils_gp) choose_fun_acquisition() (in module bayeso.utils.utils_bo) 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)

ExactGPModel (class in bayeso.gp.gp_gpytorch)

F

forward() (bayeso.gp.gp_gpytorch.ExactGPModel method)

G

get_best_acquisition_by_evaluation() (in module bayeso.utils.utils_bo) get_best_acquisition_by_history() (in module bayeso.utils.utils_bo) get_grids() (in module bayeso.utils.utils_common) get_hyps() (in module bayeso.utils.utils_covariance) get_initials() (bayeso.bo.BO method) get_kernel_cholesky() (in module bayeso.gp.gp_common) get_kernel_inverse() (in module bayeso.gp.gp_common) get_logger() (in module bayeso.utils.utils_logger) 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_gpytorch) (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_samples() (bayeso.bo.BO method) get_str_array() (in module bayeso.utils.utils_logger) get_str_array_1d() (in module bayeso.utils.utils_logger) get_str_array_2d() (in module bayeso.utils.utils_logger) get_str_array_3d() (in module bayeso.utils.utils_logger) get_str_hyps() (in module bayeso.utils.utils_logger) 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)

P

pi() (in module bayeso.acquisition) plot_bo_step() (in module bayeso.utils.utils_plotting) plot_bo_step_with_acq() (in module bayeso.utils.utils_plotting) plot_gp_via_distribution() (in module bayeso.utils.utils_plotting) plot_gp_via_sample() (in module bayeso.utils.utils_plotting) plot_minimum_vs_iter() (in module bayeso.utils.utils_plotting)

plot_minimum_vs_time() (in module bayeso.utils.utils_plotting) predict_with_cov() (in module bayeso.gp.gp) predict_with_hyps() (in module bayeso.gp.gp) predict_with_optimized_hyps() (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) run_single_round() (in module bayeso.wrappers.wrappers_bo)

run_single_round_with_all_initial_information() (in module bayeso.wrappers.wrappers_bo) run_single_round_with_initial_inputs() (in module bayeso.wrappers.wrappers_bo)

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) validate_types() (in module bayeso.utils.utils_common)