Index

_

_check_len_params() (combo.blm.basis.fourier method) _check_params() (combo.blm.basis.fourier method) _init_bias() (combo.blm.lik.linear.linear method) _init_cov() (combo.blm.prior.gauss.gauss method) _init_params() (combo.blm.lik.linear.linear method) _init_predictor() (combo.search.discrete.policy.policy method) _init_prior() (combo.blm.core.model.model method)

_set_config() (combo.search.discrete.policy.policy method) _set_options() (combo.blm.core.model.model method) (combo.opt.adam method) _set_predictor() (combo.search.discrete.policy.policy method) _set_test() (combo.search.discrete.policy.policy method) _set_training() (combo.search.discrete.policy.policy method) _set_unchosed_actions() (combo.search.discrete.policy.policy method) _trans_params() (combo.blm.prior.gauss.cov_const method)

A

add() (combo.variable.variable method) add_t() (combo.variable.variable method) add_X() (combo.variable.variable method)

add_Z() (combo.variable.variable method) array_like (combo.variable.variable attribute), [1], [2]

B

bayes_search() (combo.search.discrete.policy.policy method)

C

cat_params() (combo.gp.core.model.model method) (combo.gp.core.prior method) (combo.gp.cov.gauss.gauss method), [1] combo.blm.basis.fourier (built-in class) combo.blm.core.model.model (built-in class) combo.blm.inf.exact.get_post_fcov() (built-in function) combo.blm.inf.exact.get_post_fmean() (built-in function) combo.blm.inf.exact.get_post_params_mean() (built-in function) combo.blm.inf.exact.prepare() (built-in function) combo.blm.inf.exact.sampling() (built-in function) combo.blm.inf.exact.update_stats() (built-in function) combo.blm.lik.gauss.gauss (built-in class) combo.blm.lik.linear.linear (built-in class) combo.blm.predictor.predictor (built-in class) combo.blm.prior.gauss.cov_const (built-in class) combo.blm.prior.gauss.gauss (built-in class) combo.gp.core.learning.adam (built-in class) combo.gp.core.learning.batch (built-in class) combo.gp.core.learning.online (built-in class) combo.gp.core.model.model (built-in class) combo.gp.core.prior (built-in class) combo.gp.cov.gauss.gauss (built-in class) combo.gp.inf.exact.eval_marlik() (built-in function) combo.gp.inf.exact.get_grad_marlik() (built-in function) combo.gp.inf.exact.prepare() (built-in function) combo.gp.inf.get_post_fcov() (built-in function) combo.gp.inf.get_post_fmean() (built-in function) combo.gp.lik.gauss.gauss (built-in class)

combo.gp.mean.const.const (built-in class) combo.gp.predictor.predictor (built-in class) combo.misc.centering() (built-in function) combo.misc.gauss_elim() (built-in function) combo.misc.set_config.adam (built-in class) combo.misc.set_config.batch (built-in class) combo.misc.set_config.boolean() (built-in function) combo.misc.set_config.learning (built-in class) combo.misc.set_config.online (built-in class) combo.misc.set_config.search (built-in class) combo.misc.set_config.set_config (built-in class) combo.opt.adam (built-in class) combo.predictor.base_predictor (built-in class) combo.search.call_simulator() (built-in function) combo.search.discrete.policy.policy (built-in class) combo.search.discrete.results.history (built-in class) combo.search.score.EI() (built-in function) combo.search.score.PI() (built-in function) combo.search.score.TS() (built-in function) combo.search.utility.is_learning() (built-in function) combo.search.utility.show_interactive_mode() (built-in function) combo.search.utility.show_search_results() (built-in function) combo.search.utility.show_start_message_multi_search() (built-in function) combo.variable.variable (built-in class) config (combo.predictor.base_predictor attribute)

D

decomp_params() (combo.gp.core.model.model method) (combo.gp.core.prior method) (combo.gp.cov.gauss.gauss method) delete() (combo.variable.variable method) delete_actions() (combo.search.discrete.policy.policy method) delete_stats() (combo.blm.predictor.predictor method) (combo.gp.predictor.predictor method) (combo.predictor.base_predictor method)

delete_t() (combo.variable.variable method) delete_X() (combo.variable.variable method) delete_Z() (combo.variable.variable method) disp_marlik() (combo.gp.core.learning.online method)

E

eval_marlik() (combo.gp.core.model.model method) export_all_sequence_best_fx() (combo.search.discrete.results.history method) export_blm() (combo.gp.core.model.model method) export_history() (combo.search.discrete.policy.policy method)

export_predictor() (combo.search.discrete.policy.policy method) export_sequence_best_fx() (combo.search.discrete.results.history method) export_training() (combo.search.discrete.policy.policy method)

F

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

G

get_actions() (combo.search.discrete.policy.policy method) get_basis() (combo.blm.basis.fourier method) (combo.blm.lik.gauss.gauss method) (combo.blm.predictor.predictor method) (combo.gp.predictor.predictor method) (combo.predictor.base_predictor method) get_cand_params() (combo.gp.core.model.model method) (combo.gp.cov.gauss.gauss method) (combo.gp.lik.gauss.gauss method) (combo.gp.mean.const.const method) get_cov() (combo.blm.lik.gauss.gauss method) (combo.blm.prior.gauss.cov_const method) (combo.blm.prior.gauss.gauss method) (combo.gp.core.prior method) (combo.gp.cov.gauss.gauss method) (combo.gp.lik.gauss.gauss method) get_grad() (combo.gp.cov.gauss.gauss method) (combo.gp.lik.gauss.gauss method) (combo.gp.mean.const.const method) get_grad_cov() (combo.gp.core.prior method) get_grad_marlik() (combo.gp.core.model.model method) get_grad_mean() (combo.gp.core.prior method) get_marginal_score() (combo.search.discrete.policy.policy method) get_mean() (combo.blm.lik.gauss.gauss method) (combo.blm.lik.linear.linear method) (combo.blm.prior.gauss.gauss method) (combo.gp.core.prior method) (combo.gp.mean.const.const method) get_one_update() (combo.gp.core.learning.adam method) (combo.gp.core.learning.online method)

get_params_bound() (combo.gp.core.model.model method) (combo.gp.cov.gauss.gauss method) (combo.gp.lik.gauss.gauss method) (combo.gp.mean.const.const method) get_post_fcov() (combo.blm.core.model.model method) (combo.blm.predictor.predictor method) (combo.gp.core.model.model method) (combo.gp.predictor.predictor method) (combo.predictor.base_predictor method) get_post_fmean() (combo.blm.core.model.model method) (combo.blm.predictor.predictor method) (combo.gp.core.model.model method) (combo.gp.predictor.predictor method) (combo.predictor.base_predictor method) get_post_params() (combo.blm.predictor.predictor method) (combo.gp.predictor.predictor method) (combo.predictor.base_predictor method) get_post_params_mean() (combo.blm.core.model.model method) get_post_samples() (combo.blm.predictor.predictor method) (combo.gp.predictor.predictor method) (combo.predictor.base_predictor method) get_prec() (combo.blm.lik.gauss.gauss method) (combo.blm.prior.gauss.cov_const method) (combo.blm.prior.gauss.gauss method) get_predict_samples() (combo.blm.predictor.predictor method) (combo.gp.predictor.predictor method) get_random_action() (combo.search.discrete.policy.policy method) get_score() (combo.search.discrete.policy.policy method) get_subset() (combo.variable.variable method)

I

init_params() (combo.gp.mean.const.const method)

init_params_search() (combo.gp.core.learning.batch method) (combo.gp.core.learning.online method)

L

load() (combo.gp.cov.gauss.gauss method) (combo.misc.set_config.adam method) (combo.misc.set_config.batch method) (combo.misc.set_config.learning method) (combo.misc.set_config.online method) (combo.misc.set_config.search method) (combo.misc.set_config.set_config method) (combo.search.discrete.policy.policy method) (combo.search.discrete.results.history method) (combo.variable.variable method)

M

model (combo.predictor.base_predictor attribute)

O

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

P

post_sampling() (combo.blm.core.model.model method) (combo.gp.core.model.model method) predict_sampling() (combo.blm.core.model.model method) (combo.gp.core.model.model method)

prepare() (combo.blm.core.model.model method) (combo.blm.predictor.predictor method) (combo.gp.core.model.model method) (combo.gp.cov.gauss.gauss method) (combo.gp.predictor.predictor method) (combo.predictor.base_predictor method) print_params() (combo.gp.core.model.model method) (combo.gp.cov.gauss.gauss method)

R

rand_expans() (combo.gp.cov.gauss.gauss method) random_search() (combo.search.discrete.policy.policy method)

rest() (combo.gp.core.learning.adam method) run() (combo.gp.core.learning.batch method) (combo.gp.core.learning.online method) (combo.opt.adam method)

S

sampling() (combo.blm.core.model.model method) (combo.blm.lik.gauss.gauss method) (combo.gp.core.prior method) (combo.gp.lik.gauss.gauss method) save() (combo.gp.cov.gauss.gauss method) (combo.search.discrete.results.history method) (combo.variable.variable method) set_bias() (combo.blm.lik.gauss.gauss method) (combo.blm.lik.linear.linear method) set_cov_params() (combo.gp.core.prior method) set_mean_params() (combo.gp.core.prior method)

set_params() (combo.blm.basis.fourier method) (combo.blm.lik.gauss.gauss method) (combo.blm.lik.linear.linear method) (combo.blm.prior.gauss.cov_const method) (combo.blm.prior.gauss.gauss method) (combo.gp.core.model.model method) (combo.gp.core.prior method) (combo.gp.cov.gauss.gauss method) (combo.gp.lik.gauss.gauss method) (combo.gp.mean.const.const method) (combo.opt.adam method) set_seed() (combo.search.discrete.policy.policy method) show() (combo.blm.basis.fourier method) (combo.misc.set_config.adam method) (combo.misc.set_config.batch method) (combo.misc.set_config.learning method) (combo.misc.set_config.online method) (combo.misc.set_config.search method) (combo.misc.set_config.set_config method) sub_sampling() (combo.gp.core.model.model method) supp_params() (combo.gp.cov.gauss.gauss method) (combo.gp.lik.gauss.gauss method) (combo.gp.mean.const.const method)

T

t (combo.variable.variable attribute)

trans_params() (combo.gp.lik.gauss.gauss method)

U

update() (combo.blm.predictor.predictor method) (combo.opt.adam method)

update_stats() (combo.blm.core.model.model method)

W

write() (combo.search.discrete.policy.policy method) (combo.search.discrete.results.history method)

X

X (combo.variable.variable attribute)

Z

Z (combo.variable.variable attribute)