Index

_

_init_params (physbo.blm.lik.linear.linear attribute)

A

adam (class in physbo.gp.core.learning) (class in physbo.misc.set_config) (class in physbo.opt.adam) add() (physbo.search.pareto.Rectangles method) (physbo.variable.variable method)

add_t() (physbo.variable.variable method) add_X() (physbo.variable.variable method) add_Z() (physbo.variable.variable method) alpha (physbo.opt.adam.adam attribute)

B

base_predictor (class in physbo.predictor) basis (physbo.blm.lik.linear.linear attribute) batch (class in physbo.gp.core.learning) (class in physbo.misc.set_config) bayes_search() (physbo.search.discrete.policy.policy method) (physbo.search.discrete_multi.policy.policy method)

beta (physbo.opt.adam.adam attribute) bias (physbo.blm.lik.linear.linear attribute) blm (physbo.blm.predictor.predictor attribute) boolean() (in module physbo.misc.set_config)

C

cat_params() (physbo.gp.core.model.model method) (physbo.gp.core.prior.prior method) (physbo.gp.cov.gauss.gauss method) centering() (in module physbo.misc.centering)

config (physbo.blm.predictor.predictor attribute) const (class in physbo.gp.mean.const) cov (physbo.blm.lik.gauss.gauss attribute) (physbo.blm.prior.gauss.gauss attribute) cov_const (class in physbo.blm.prior.gauss)

D

decomp_params() (physbo.gp.core.model.model method) (physbo.gp.core.prior.prior method) (physbo.gp.cov.gauss.gauss method) delete() (physbo.variable.variable method) delete_stats() (physbo.blm.predictor.predictor method) (physbo.gp.predictor.predictor method) (physbo.predictor.base_predictor method)

delete_t() (physbo.variable.variable method) delete_X() (physbo.variable.variable method) delete_Z() (physbo.variable.variable method) 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.adam attribute) epsilon (physbo.opt.adam.adam attribute) eval_marlik() (in module physbo.gp.inf.exact) (physbo.gp.core.model.model method) export_all_sequence_best_fx() (physbo.search.discrete.results.history method)

export_blm() (physbo.gp.core.model.model method) export_front() (physbo.search.pareto.Pareto method) export_history() (physbo.search.discrete.policy.policy method) export_pareto_front() (physbo.search.discrete_multi.results.history method) export_predictor() (physbo.search.discrete.policy.policy method) export_sequence_best_fx() (physbo.search.discrete.results.history method) export_training() (physbo.search.discrete.policy.policy method)

F

fit() (physbo.blm.predictor.predictor method) (physbo.gp.core.model.model method) (physbo.gp.predictor.predictor method) (physbo.predictor.base_predictor method)

fourier (class in physbo.blm.basis.fourier)

G

gamma (physbo.opt.adam.adam attribute) gauss (class in physbo.blm.lik.gauss) (class in physbo.blm.prior.gauss) (class in physbo.gp.cov.gauss) (class in physbo.gp.lik.gauss) gauss_elim() (in module physbo.misc.gauss_elim) get_basis() (physbo.blm.basis.fourier.fourier method) (physbo.blm.lik.gauss.gauss method) (physbo.blm.predictor.predictor method) (physbo.gp.predictor.predictor method) (physbo.predictor.base_predictor method) get_cand_params() (physbo.gp.core.model.model method) (physbo.gp.cov.gauss.gauss method) (physbo.gp.lik.gauss.gauss method) (physbo.gp.mean.const.const method) get_cov() (physbo.blm.lik.gauss.gauss method) (physbo.blm.prior.gauss.cov_const method) (physbo.blm.prior.gauss.gauss method) (physbo.gp.core.prior.prior method) (physbo.gp.cov.gauss.gauss method) (physbo.gp.lik.gauss.gauss method) get_grad() (physbo.gp.cov.gauss.gauss method) (physbo.gp.lik.gauss.gauss method) (physbo.gp.mean.const.const method) (physbo.gp.mean.zero.zero method) get_grad_cov() (physbo.gp.core.prior.prior method) get_grad_marlik() (in module physbo.gp.inf.exact) (physbo.gp.core.model.model method) get_grad_mean() (physbo.gp.core.prior.prior method) get_mean() (physbo.blm.lik.gauss.gauss method) (physbo.blm.lik.linear.linear method) (physbo.blm.prior.gauss.gauss method) (physbo.gp.core.prior.prior method) (physbo.gp.mean.const.const method) (physbo.gp.mean.zero.zero method) get_one_update() (physbo.gp.core.learning.adam method) (physbo.gp.core.learning.online method) get_params_bound() (physbo.gp.core.model.model method) (physbo.gp.cov.gauss.gauss method) (physbo.gp.lik.gauss.gauss method) (physbo.gp.mean.const.const method)

get_post_fcov() (in module physbo.blm.inf.exact) (in module physbo.gp.inf.exact) (physbo.blm.core.model.model method) (physbo.blm.predictor.predictor method) (physbo.gp.core.model.model method) (physbo.gp.predictor.predictor method) (physbo.predictor.base_predictor method) (physbo.search.discrete.policy.policy method) (physbo.search.discrete_multi.policy.policy method) get_post_fmean() (in module physbo.blm.inf.exact) (in module physbo.gp.inf.exact) (physbo.blm.core.model.model method) (physbo.blm.predictor.predictor method) (physbo.gp.core.model.model method) (physbo.gp.predictor.predictor method) (physbo.predictor.base_predictor method) (physbo.search.discrete.policy.policy method) (physbo.search.discrete_multi.policy.policy method) get_post_params() (physbo.blm.predictor.predictor method) (physbo.gp.predictor.predictor method) (physbo.predictor.base_predictor method) get_post_params_mean() (in module physbo.blm.inf.exact) (physbo.blm.core.model.model method) get_post_params_samples() (physbo.predictor.base_predictor method) get_post_samples() (physbo.blm.predictor.predictor method) (physbo.gp.predictor.predictor method) (physbo.predictor.base_predictor method) get_prec() (physbo.blm.lik.gauss.gauss method) (physbo.blm.prior.gauss.cov_const method) (physbo.blm.prior.gauss.gauss method) get_predict_samples() (physbo.blm.predictor.predictor method) (physbo.gp.predictor.predictor method) (physbo.predictor.base_predictor method) get_score() (physbo.search.discrete.policy.policy method) (physbo.search.discrete_multi.policy.policy method) get_subset() (physbo.variable.variable method) grad (physbo.opt.adam.adam attribute)

H

history (class in physbo.search.discrete.results) (class in physbo.search.discrete_multi.results)

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

I

init_params() (physbo.gp.mean.const.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

learning (class in physbo.misc.set_config) length_vector() (in module physbo.search.utility) lik (physbo.blm.core.model.model attribute) linear (class in physbo.blm.lik.linear) (physbo.blm.lik.gauss.gauss attribute) load() (physbo.gp.cov.gauss.gauss method) (physbo.misc.set_config.adam method) (physbo.misc.set_config.batch method) (physbo.misc.set_config.learning method) (physbo.misc.set_config.online method) (physbo.misc.set_config.search method) (physbo.misc.set_config.set_config method) (physbo.predictor.base_predictor method) (physbo.search.discrete.policy.policy method) (physbo.search.discrete.results.history method) (physbo.search.discrete_multi.policy.policy method) (physbo.search.discrete_multi.results.history method) (physbo.variable.variable method)

load_predictor_list() (physbo.search.discrete_multi.policy.policy method) load_training_list() (physbo.search.discrete_multi.policy.policy method)

M

m (physbo.opt.adam.adam attribute) max_epoch (physbo.opt.adam.adam attribute) method (physbo.blm.core.model.model attribute) model (class in physbo.blm.core.model) (class in physbo.gp.core.model) module physbo physbo.blm physbo.blm.basis physbo.blm.basis.fourier physbo.blm.core physbo.blm.core.model physbo.blm.inf physbo.blm.inf.exact physbo.blm.lik physbo.blm.lik.gauss physbo.blm.lik.linear physbo.blm.predictor physbo.blm.prior physbo.blm.prior.gauss physbo.gp physbo.gp.core physbo.gp.core.learning physbo.gp.core.model physbo.gp.core.prior physbo.gp.cov physbo.gp.cov.gauss physbo.gp.inf physbo.gp.inf.exact physbo.gp.lik physbo.gp.lik.gauss physbo.gp.mean physbo.gp.mean.const physbo.gp.mean.zero physbo.gp.predictor physbo.misc physbo.misc.centering physbo.misc.gauss_elim physbo.misc.set_config physbo.opt physbo.opt.adam physbo.predictor physbo.search physbo.search.discrete physbo.search.discrete.policy physbo.search.discrete.results physbo.search.discrete_multi physbo.search.discrete_multi.policy physbo.search.discrete_multi.results physbo.search.pareto physbo.search.score physbo.search.score_multi physbo.search.utility physbo.variable

N

nbasis (physbo.blm.basis.fourier.fourier attribute) (physbo.blm.core.model.model attribute) (physbo.blm.lik.linear.linear attribute) (physbo.blm.prior.gauss.gauss attribute)

new_data_list (physbo.search.discrete_multi.policy.policy attribute) nparams (physbo.opt.adam.adam attribute)

O

one_run() (physbo.gp.core.learning.batch method) (physbo.gp.core.learning.online method)

online (class in physbo.gp.core.learning) (class in physbo.misc.set_config)

P

params (physbo.blm.basis.fourier.fourier attribute) (physbo.blm.lik.linear.linear attribute) (physbo.blm.prior.gauss.cov_const attribute) (physbo.opt.adam.adam attribute) Pareto (class in physbo.search.pareto) physbo module physbo.blm module physbo.blm.basis module physbo.blm.basis.fourier module physbo.blm.core module physbo.blm.core.model module physbo.blm.inf module physbo.blm.inf.exact module physbo.blm.lik module physbo.blm.lik.gauss module physbo.blm.lik.linear module physbo.blm.predictor module physbo.blm.prior module physbo.blm.prior.gauss module physbo.gp module physbo.gp.core module physbo.gp.core.learning module physbo.gp.core.model module physbo.gp.core.prior module physbo.gp.cov module physbo.gp.cov.gauss module physbo.gp.inf module physbo.gp.inf.exact module physbo.gp.lik module physbo.gp.lik.gauss module physbo.gp.mean module physbo.gp.mean.const module physbo.gp.mean.zero module

physbo.gp.predictor module physbo.misc module physbo.misc.centering module physbo.misc.gauss_elim module physbo.misc.set_config module physbo.opt module physbo.opt.adam module physbo.predictor module physbo.search module physbo.search.discrete module physbo.search.discrete.policy module physbo.search.discrete.results module physbo.search.discrete_multi module physbo.search.discrete_multi.policy module physbo.search.discrete_multi.results module physbo.search.pareto module physbo.search.score module physbo.search.score_multi module physbo.search.utility module physbo.variable module PI() (in module physbo.search.score) policy (class in physbo.search.discrete.policy) (class in physbo.search.discrete_multi.policy) post_sampling() (physbo.blm.core.model.model method) (physbo.gp.core.model.model method) prec (physbo.blm.prior.gauss.cov_const attribute) predict_sampling() (physbo.blm.core.model.model method) (physbo.gp.core.model.model method) predictor (class in physbo.blm.predictor) (class in physbo.gp.predictor) prepare() (in module physbo.blm.inf.exact) (in module physbo.gp.inf.exact) (physbo.blm.core.model.model method) (physbo.blm.predictor.predictor method) (physbo.gp.core.model.model method) (physbo.gp.cov.gauss.gauss method) (physbo.gp.predictor.predictor method) (physbo.predictor.base_predictor method) print_params() (physbo.gp.core.model.model method) (physbo.gp.cov.gauss.gauss method) prior (class in physbo.gp.core.prior) (physbo.blm.core.model.model attribute)

R

rand_expans() (physbo.gp.cov.gauss.gauss method) random_search() (physbo.search.discrete.policy.policy method) (physbo.search.discrete_multi.policy.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.adam method)

S

sampling() (in module physbo.blm.inf.exact) (physbo.blm.core.model.model method) (physbo.blm.lik.gauss.gauss method) (physbo.gp.core.prior.prior method) (physbo.gp.lik.gauss.gauss method) save() (physbo.gp.cov.gauss.gauss method) (physbo.predictor.base_predictor method) (physbo.search.discrete.policy.policy method) (physbo.search.discrete.results.history method) (physbo.search.discrete_multi.policy.policy method) (physbo.search.discrete_multi.results.history method) (physbo.variable.variable method) save_predictor_list() (physbo.search.discrete_multi.policy.policy method) save_training_list() (physbo.search.discrete_multi.policy.policy method) score() (in module physbo.search.score) (in module physbo.search.score_multi) search (class in physbo.misc.set_config) set_bias() (physbo.blm.lik.gauss.gauss method) (physbo.blm.lik.linear.linear method) set_config (class in physbo.misc.set_config) set_cov_params() (physbo.gp.core.prior.prior method) set_mean_params() (physbo.gp.core.prior.prior method) set_params() (physbo.blm.basis.fourier.fourier method) (physbo.blm.lik.gauss.gauss method) (physbo.blm.lik.linear.linear method) (physbo.blm.prior.gauss.cov_const method) (physbo.blm.prior.gauss.gauss method) (physbo.gp.core.model.model method) (physbo.gp.core.prior.prior method) (physbo.gp.cov.gauss.gauss method) (physbo.gp.lik.gauss.gauss method) (physbo.gp.mean.const.const method) (physbo.gp.mean.zero.zero method) (physbo.opt.adam.adam method)

set_reference_max() (physbo.search.pareto.Pareto method) set_reference_min() (physbo.search.pareto.Pareto method) set_seed() (physbo.search.discrete.policy.policy method) show() (physbo.blm.basis.fourier.fourier method) (physbo.misc.set_config.adam method) (physbo.misc.set_config.batch method) (physbo.misc.set_config.learning method) (physbo.misc.set_config.online method) (physbo.misc.set_config.search method) (physbo.misc.set_config.set_config method) show_interactive_mode() (in module physbo.search.utility) show_search_results() (in module physbo.search.utility) show_search_results_mo() (in module physbo.search.utility) show_start_message_multi_search() (in module physbo.search.utility) sigma2 (physbo.blm.prior.gauss.cov_const attribute) stats (physbo.blm.core.model.model attribute) (physbo.blm.lik.gauss.gauss attribute) sub_sampling() (physbo.gp.core.model.model method) supp_params() (physbo.gp.cov.gauss.gauss method) (physbo.gp.lik.gauss.gauss method) (physbo.gp.mean.const.const method)

T

time_get_action (physbo.search.discrete.results.history property) (physbo.search.discrete_multi.results.history property) time_run_simulator (physbo.search.discrete.results.history property) (physbo.search.discrete_multi.results.history property) time_total (physbo.search.discrete.results.history property) (physbo.search.discrete_multi.results.history property)

time_update_predictor (physbo.search.discrete.results.history property) (physbo.search.discrete_multi.results.history property) trans_params() (physbo.gp.lik.gauss.gauss method) TS() (in module physbo.search.score) (in module physbo.search.score_multi)

U

update() (physbo.blm.predictor.predictor method) (physbo.gp.predictor.predictor method) (physbo.opt.adam.adam method) (physbo.predictor.base_predictor method)

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

V

v (physbo.opt.adam.adam attribute)

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

W

write() (physbo.search.discrete.policy.policy method) (physbo.search.discrete.results.history method) (physbo.search.discrete_multi.policy.policy method) (physbo.search.discrete_multi.results.history method)

Z

zero (class in physbo.gp.mean.zero)