Index

_

__init__() (edbo.acq_func.acquisition method) (edbo.acq_func.eps_greedy method) (edbo.acq_func.hybrid_TS method) (edbo.acq_func.Kriging_believer method) (edbo.acq_func.max_variance method) (edbo.acq_func.random method) (edbo.acq_func.thompson_sampling method) (edbo.acq_func.top_predicted method) (edbo.bro.BO method) (edbo.bro.BO_express method) (edbo.init_scheme.Init method) (edbo.models.Bayesian_Linear_Model method) (edbo.models.GP_Model method) (edbo.models.Random method) (edbo.models.RF_Model method) (edbo.objective.objective method)

A

acquisition (class in edbo.acq_func)

acquisition_summary() (edbo.bro.BO method) add_results() (edbo.bro.BO_express method)

B

Bayesian_Linear_Model (class in edbo.models) best() (edbo.bro.BO method)

BO (class in edbo.bro) BO_express (class in edbo.bro)

C

clear_results() (edbo.bro.BO method) (edbo.objective.objective method)

cross_validate() (in module edbo.models)

E

edbo.acq_func module edbo.bro module edbo.init_scheme module edbo.models module

edbo.objective module eps_greedy (class in edbo.acq_func) evaluate() (edbo.acq_func.acquisition method) expected_improvement() (in module edbo.acq_func) export_proposed() (edbo.bro.BO_express method) external_data() (in module edbo.init_scheme)

F

fit() (edbo.models.Bayesian_Linear_Model method) (edbo.models.GP_Model method) (edbo.models.RF_Model method)

G

get_experiments() (edbo.bro.BO_express method) get_results() (edbo.objective.objective method)

get_scores() (edbo.models.Bayesian_Linear_Model method) GP_Model (class in edbo.models)

H

help() (edbo.bro.BO_express method)

hybrid_TS (class in edbo.acq_func)

I

Init (class in edbo.init_scheme)

init_sample() (edbo.bro.BO method)

K

k_means() (in module edbo.init_scheme)

Kriging_believer (class in edbo.acq_func)

L

load() (edbo.bro.BO method)

M

max_variance (class in edbo.acq_func) mean() (in module edbo.acq_func) mle() (edbo.models.GP_Model method) module edbo.acq_func edbo.bro edbo.init_scheme edbo.models edbo.objective

O

objective (class in edbo.objective)

P

PAM() (in module edbo.init_scheme) plot_choices() (edbo.init_scheme.Init method) plot_convergence() (edbo.bro.BO method)

predict() (edbo.models.Bayesian_Linear_Model method) (edbo.models.GP_Model method) (edbo.models.RF_Model method) probability_of_improvement() (in module edbo.acq_func)

R

rand() (in module edbo.init_scheme) random (class in edbo.acq_func) Random (class in edbo.models) regression() (edbo.models.Bayesian_Linear_Model method) (edbo.models.GP_Model method) (edbo.models.RF_Model method) results_input() (edbo.objective.objective method) RF_Model (class in edbo.models)

run() (edbo.acq_func.eps_greedy method) (edbo.acq_func.hybrid_TS method) (edbo.acq_func.Kriging_believer method) (edbo.acq_func.max_variance method) (edbo.acq_func.random method) (edbo.acq_func.thompson_sampling method) (edbo.acq_func.top_predicted method) (edbo.bro.BO method) (edbo.init_scheme.Init method)

S

sample_posterior() (edbo.models.GP_Model method) (edbo.models.RF_Model method)

save() (edbo.bro.BO method) score() (in module edbo.models) simulate() (edbo.bro.BO method)

T

thompson_sampling (class in edbo.acq_func)

top_predicted (class in edbo.acq_func)

U

upper_confidence_bound() (in module edbo.acq_func)

V

variance() (edbo.models.Bayesian_Linear_Model method) (edbo.models.GP_Model method) (edbo.models.RF_Model method) (in module edbo.acq_func)