Index

_

_init_params (physbo.blm.lik.Linear attribute)

A

Adam (class in physbo.gp.core.learning) (class in physbo.opt) adam() (in module physbo.gp.core.learning) add() (physbo.search.pareto.Rectangles method) (physbo.Variable method)

add_t() (physbo.Variable method) add_X() (physbo.Variable method) add_Z() (physbo.Variable method) alpha (physbo.opt.Adam attribute)

B

BasePredictor (class in physbo.predictor) basis (physbo.blm.lik.Linear attribute) Batch (class in physbo.gp.core.learning) batch() (in module physbo.gp.core.learning) bayes_search() (physbo.search.discrete.Policy method) (physbo.search.discrete_multi.Policy method) (physbo.search.range.Policy method) (physbo.search.range_multi.Policy method)

beta (physbo.opt.Adam attribute) bias (physbo.blm.lik.Linear attribute) blm (physbo.blm.Predictor attribute)

C

cat_params() (physbo.gp.core.Model method) (physbo.gp.core.Prior method) (physbo.gp.cov.Gauss method) (physbo.gp.Model method) (physbo.gp.Prior method)

config (physbo.blm.Predictor attribute) Const (class in physbo.gp.mean) Cov (class in physbo.blm.lik) cov (physbo.blm.lik.Gauss attribute)

D

decomp_params() (physbo.gp.core.Model method) (physbo.gp.core.Prior method) (physbo.gp.cov.Gauss method) (physbo.gp.Model method) (physbo.gp.Prior method) delete() (physbo.Variable method) delete_stats() (physbo.blm.Predictor method) (physbo.gp.Predictor method) (physbo.predictor.BasePredictor method)

delete_t() (physbo.Variable method) delete_X() (physbo.Variable method) delete_Z() (physbo.Variable method) deprecated_warning() (in module physbo.misc) disp_marlik() (physbo.gp.core.learning.Online method) divide_non_dominated_region() (physbo.search.pareto.Pareto method) dominate() (in module physbo.search.pareto)

E

EHVI() (in module physbo.search.score_multi) EI() (in module physbo.search.score) epoch (physbo.opt.Adam attribute) epsilon (physbo.opt.Adam attribute) eval_marlik() (in module physbo.gp.inf.exact) (physbo.gp.core.Model method) (physbo.gp.Model method) export_all_sequence_best_fx() (physbo.search.discrete.History method) (physbo.search.range.History method) export_blm() (physbo.gp.core.Model method) (physbo.gp.Model method)

export_front() (physbo.search.pareto.Pareto method) export_history() (physbo.search.discrete.Policy method) (physbo.search.range.Policy method) export_pareto_front() (physbo.search.discrete_multi.History method) (physbo.search.range_multi.History method) export_predictor() (physbo.search.discrete.Policy method) (physbo.search.range.Policy method) export_sequence_best_fx() (physbo.search.discrete.History method) (physbo.search.range.History method) export_training() (physbo.search.discrete.Policy method) (physbo.search.range.Policy method)

F

fit() (physbo.blm.Predictor method) (physbo.gp.core.Model method) (physbo.gp.core.SFS method) (physbo.gp.Model method) (physbo.gp.Predictor method) (physbo.gp.SFS method) (physbo.predictor.BasePredictor method)

Fourier (class in physbo.blm.basis)

G

gamma (physbo.opt.Adam attribute) Gauss (class in physbo.blm.lik) (class in physbo.gp.cov) (class in physbo.gp.lik) gauss() (in module physbo.blm.prior) get_basis() (physbo.blm.basis.Fourier method) (physbo.blm.lik.Gauss method) (physbo.blm.Predictor method) (physbo.gp.Predictor method) (physbo.predictor.BasePredictor method) get_cand_params() (physbo.gp.core.Model method) (physbo.gp.cov.Gauss method) (physbo.gp.lik.Gauss method) (physbo.gp.mean.Const method) (physbo.gp.Model method) get_cov() (physbo.blm.lik.Cov method) (physbo.blm.lik.Gauss method) (physbo.gp.core.Prior method) (physbo.gp.cov.Gauss method) (physbo.gp.lik.Gauss method) (physbo.gp.Prior method) get_grad() (physbo.gp.cov.Gauss method) (physbo.gp.lik.Gauss method) (physbo.gp.mean.Const method) (physbo.gp.mean.Zero method) get_grad_cov() (physbo.gp.core.Prior method) (physbo.gp.Prior method) get_grad_marlik() (in module physbo.gp.inf.exact) (physbo.gp.core.Model method) (physbo.gp.Model method) get_grad_mean() (physbo.gp.core.Prior method) (physbo.gp.Prior method) get_mean() (physbo.blm.lik.Gauss method) (physbo.blm.lik.Linear method) (physbo.gp.core.Prior method) (physbo.gp.mean.Const method) (physbo.gp.mean.Zero method) (physbo.gp.Prior method) get_one_update() (physbo.gp.core.learning.Adam method) (physbo.gp.core.learning.Online method) get_params() (physbo.gp.core.SFS method) (physbo.gp.SFS method) get_params_bound() (physbo.gp.core.Model method) (physbo.gp.cov.Gauss method) (physbo.gp.lik.Gauss method) (physbo.gp.mean.Const method) (physbo.gp.Model method) get_permutation_importance() (in module physbo.misc.permutation_importance) (physbo.blm.core.Model method) (physbo.blm.Model method) (physbo.gp.core.Model method) (physbo.gp.Model method) (physbo.predictor.BasePredictor method) (physbo.search.discrete.Policy method) (physbo.search.discrete_multi.Policy method) (physbo.search.range_multi.Policy method)

get_post_fcov() (in module physbo.blm.inf.exact) (in module physbo.gp.inf.exact) (physbo.blm.core.Model method) (physbo.blm.Model method) (physbo.blm.Predictor method) (physbo.gp.core.Model method) (physbo.gp.Model method) (physbo.gp.Predictor method) (physbo.predictor.BasePredictor method) (physbo.search.discrete.Policy method) (physbo.search.discrete_multi.Policy method) (physbo.search.range.Policy method) (physbo.search.range_multi.Policy method) get_post_fmean() (in module physbo.blm.inf.exact) (in module physbo.gp.inf.exact) (physbo.blm.core.Model method) (physbo.blm.Model method) (physbo.blm.Predictor method) (physbo.gp.core.Model method) (physbo.gp.core.SFS method) (physbo.gp.Model method) (physbo.gp.Predictor method) (physbo.gp.SFS method) (physbo.predictor.BasePredictor method) (physbo.search.discrete.Policy method) (physbo.search.discrete_multi.Policy method) (physbo.search.range.Policy method) (physbo.search.range_multi.Policy method) get_post_params() (physbo.blm.Predictor method) (physbo.gp.Predictor method) (physbo.predictor.BasePredictor method) get_post_params_mean() (in module physbo.blm.inf.exact) (physbo.blm.core.Model method) (physbo.blm.Model method) get_post_params_samples() (physbo.predictor.BasePredictor method) get_post_samples() (physbo.blm.Predictor method) (physbo.gp.Predictor method) (physbo.predictor.BasePredictor method) get_prec() (physbo.blm.lik.Cov method) (physbo.blm.lik.Gauss method) get_predict_samples() (physbo.blm.Predictor method) (physbo.gp.Predictor method) (physbo.predictor.BasePredictor method) get_score() (physbo.search.discrete.Policy method) (physbo.search.discrete_multi.Policy method) (physbo.search.range.Policy method) (physbo.search.range_multi.Policy method) get_subset() (physbo.Variable method) grad (physbo.opt.Adam attribute)

H

History (class in physbo.search.discrete) (class in physbo.search.discrete_multi) (class in physbo.search.range) (class in physbo.search.range_multi)

HVPI() (in module physbo.search.score_multi)

I

init_params() (physbo.gp.mean.Const method) init_params_search() (physbo.gp.core.learning.Batch method) (physbo.gp.core.learning.Online method)

is_learning() (in module physbo.search.utility)

L

length_vector() (in module physbo.search.utility) lik (physbo.blm.core.Model attribute) (physbo.blm.Model attribute) Linear (class in physbo.blm.lik) linear (physbo.blm.lik.Gauss attribute) load() (physbo.gp.cov.Gauss method) (physbo.predictor.BasePredictor method) (physbo.search.discrete.History method) (physbo.search.discrete.Policy method) (physbo.search.discrete_multi.History method) (physbo.search.discrete_multi.Policy method) (physbo.search.range.History method) (physbo.search.range.Policy method) (physbo.search.range_multi.History method) (physbo.search.range_multi.Policy method) (physbo.Variable method)

load_predictor_list() (physbo.search.discrete_multi.Policy method) (physbo.search.range_multi.Policy method) load_training_list() (physbo.search.discrete_multi.Policy method) (physbo.search.range_multi.Policy method)

M

m (physbo.opt.Adam attribute) max_epoch (physbo.opt.Adam attribute) method (physbo.blm.core.Model attribute) (physbo.blm.Model attribute) Model (class in physbo.blm) (class in physbo.blm.core) (class in physbo.gp) (class in physbo.gp.core) module physbo physbo.blm physbo.blm.basis physbo.blm.core physbo.blm.inf physbo.blm.inf.exact physbo.blm.lik physbo.blm.prior physbo.gp physbo.gp.core physbo.gp.core.learning physbo.gp.cov physbo.gp.inf physbo.gp.inf.exact physbo.gp.lik physbo.gp.mean physbo.misc physbo.misc.permutation_importance physbo.opt physbo.predictor physbo.search physbo.search.discrete physbo.search.discrete_multi physbo.search.optimize physbo.search.optimize.random physbo.search.pareto physbo.search.range physbo.search.range_multi physbo.search.score physbo.search.score_multi physbo.search.utility

N

nbasis (physbo.blm.basis.Fourier attribute) (physbo.blm.core.Model attribute) (physbo.blm.lik.Linear attribute) (physbo.blm.Model attribute)

new_data_list (physbo.search.discrete_multi.Policy attribute) (physbo.search.range_multi.Policy attribute) nparams (physbo.blm.lik.Cov attribute) (physbo.opt.Adam attribute)

O

one_run() (physbo.gp.core.learning.Batch method) (physbo.gp.core.learning.Online method)

Online (class in physbo.gp.core.learning) online() (in module physbo.gp.core.learning) Optimizer (class in physbo.search.optimize.random)

P

params (physbo.blm.basis.Fourier attribute) (physbo.blm.lik.Cov attribute) (physbo.blm.lik.Linear attribute) (physbo.opt.Adam attribute) Pareto (class in physbo.search.pareto) physbo module physbo.blm module physbo.blm.basis module physbo.blm.core module physbo.blm.inf module physbo.blm.inf.exact module physbo.blm.lik module physbo.blm.prior module physbo.gp module physbo.gp.core module physbo.gp.core.learning module physbo.gp.cov module physbo.gp.inf module physbo.gp.inf.exact module physbo.gp.lik module physbo.gp.mean module physbo.misc module physbo.misc.permutation_importance module physbo.opt module physbo.predictor module physbo.search module physbo.search.discrete module physbo.search.discrete_multi module physbo.search.optimize module

physbo.search.optimize.random module physbo.search.pareto module physbo.search.range module physbo.search.range_multi module physbo.search.score module physbo.search.score_multi module physbo.search.utility module PI() (in module physbo.search.score) Policy (class in physbo.search.discrete) (class in physbo.search.discrete_multi) (class in physbo.search.range) (class in physbo.search.range_multi) post_sampling() (physbo.blm.core.Model method) (physbo.blm.Model method) (physbo.gp.core.Model method) (physbo.gp.Model method) prec (physbo.blm.lik.Cov attribute) predict() (physbo.gp.core.SFS method) (physbo.gp.SFS method) predict_sampling() (physbo.blm.core.Model method) (physbo.blm.Model method) (physbo.gp.core.Model method) (physbo.gp.Model method) Predictor (class in physbo.blm) (class in physbo.gp) prepare() (in module physbo.blm.inf.exact) (in module physbo.gp.inf.exact) (physbo.blm.core.Model method) (physbo.blm.Model method) (physbo.blm.Predictor method) (physbo.gp.core.Model method) (physbo.gp.core.SFS method) (physbo.gp.cov.Gauss method) (physbo.gp.Model method) (physbo.gp.Predictor method) (physbo.gp.SFS method) (physbo.predictor.BasePredictor method) print_params() (physbo.gp.core.Model method) (physbo.gp.cov.Gauss method) (physbo.gp.Model method) Prior (class in physbo.gp) (class in physbo.gp.core) prior (physbo.blm.core.Model attribute) (physbo.blm.Model attribute)

R

rand_expans() (physbo.gp.cov.Gauss method) random_search() (physbo.search.discrete.Policy method) (physbo.search.discrete_multi.Policy method) (physbo.search.range.Policy method) (physbo.search.range_multi.Policy method)

Rectangles (class in physbo.search.pareto) reset() (physbo.gp.core.learning.Adam method) run() (physbo.gp.core.learning.Batch method) (physbo.gp.core.learning.Online method) (physbo.opt.Adam method)

S

sampling() (in module physbo.blm.inf.exact) (physbo.blm.core.Model method) (physbo.blm.lik.Gauss method) (physbo.blm.Model method) (physbo.gp.core.Prior method) (physbo.gp.lik.Gauss method) (physbo.gp.Prior method) save() (physbo.gp.cov.Gauss method) (physbo.predictor.BasePredictor method) (physbo.search.discrete.History method) (physbo.search.discrete.Policy method) (physbo.search.discrete_multi.History method) (physbo.search.discrete_multi.Policy method) (physbo.search.range.History method) (physbo.search.range.Policy method) (physbo.search.range_multi.History method) (physbo.search.range_multi.Policy method) (physbo.Variable method) save_predictor_list() (physbo.search.discrete_multi.Policy method) (physbo.search.range_multi.Policy method) save_training_list() (physbo.search.discrete_multi.Policy method) (physbo.search.range_multi.Policy method) score() (in module physbo.search.score) (in module physbo.search.score_multi) set_bias() (physbo.blm.lik.Gauss method) (physbo.blm.lik.Linear method) set_config() (in module physbo.misc) set_cov_params() (physbo.gp.core.Prior method) (physbo.gp.Prior method) set_mean_params() (physbo.gp.core.Prior method) (physbo.gp.Prior method) set_params() (physbo.blm.basis.Fourier method) (physbo.blm.lik.Cov method) (physbo.blm.lik.Gauss method) (physbo.blm.lik.Linear method) (physbo.gp.core.Model method) (physbo.gp.core.Prior method) (physbo.gp.cov.Gauss method) (physbo.gp.lik.Gauss method) (physbo.gp.mean.Const method) (physbo.gp.mean.Zero method) (physbo.gp.Model method) (physbo.gp.Prior method) (physbo.opt.Adam method)

set_reference_max() (physbo.search.pareto.Pareto method) set_reference_min() (physbo.search.pareto.Pareto method) set_seed() (physbo.search.discrete.Policy method) (physbo.search.range.Policy method) SFS (class in physbo.gp) (class in physbo.gp.core) show() (physbo.blm.basis.Fourier method) show_interactive_mode() (in module physbo.search.utility) show_search_results() (in module physbo.search.utility) (physbo.search.discrete.History method) (physbo.search.range.History method) show_search_results_mo() (in module physbo.search.utility) (physbo.search.discrete_multi.History method) (physbo.search.range_multi.History method) show_start_message_multi_search() (in module physbo.search.utility) sigma2 (physbo.blm.lik.Cov attribute) stats (physbo.blm.core.Model attribute) (physbo.blm.lik.Gauss attribute) (physbo.blm.Model attribute) sub_sampling() (physbo.gp.core.Model method) (physbo.gp.Model method) supp_params() (physbo.gp.cov.Gauss method) (physbo.gp.lik.Gauss method) (physbo.gp.mean.Const method)

T

time_get_action (physbo.search.discrete.History property) (physbo.search.discrete_multi.History property) (physbo.search.range.History property) (physbo.search.range_multi.History property) time_run_simulator (physbo.search.discrete.History property) (physbo.search.discrete_multi.History property) (physbo.search.range.History property) (physbo.search.range_multi.History property) time_total (physbo.search.discrete.History property) (physbo.search.discrete_multi.History property) (physbo.search.range.History property) (physbo.search.range_multi.History property)

time_update_predictor (physbo.search.discrete.History property) (physbo.search.discrete_multi.History property) (physbo.search.range.History property) (physbo.search.range_multi.History property) trans_params() (physbo.gp.lik.Gauss method) TS() (in module physbo.search.score) (in module physbo.search.score_multi)

U

update() (physbo.blm.Predictor method) (physbo.gp.Predictor method) (physbo.opt.Adam method) (physbo.predictor.BasePredictor method)

update_front() (physbo.search.pareto.Pareto method) update_stats() (in module physbo.blm.inf.exact) (physbo.blm.core.Model method) (physbo.blm.Model method)

V

v (physbo.opt.Adam attribute)

Variable (class in physbo) volume_in_dominance() (physbo.search.pareto.Pareto method)

W

write() (physbo.search.discrete.History method) (physbo.search.discrete.Policy method) (physbo.search.discrete_multi.History method) (physbo.search.discrete_multi.Policy method) (physbo.search.range.History method) (physbo.search.range.Policy method) (physbo.search.range_multi.History method) (physbo.search.range_multi.Policy method)

Z

Zero (class in physbo.gp.mean)