Index

_

__init__() (alabi.core.CachedSurrogateLikelihood method) (alabi.core.SurrogateModel method) (alabi.utility.BetaWarpingFunction method) (alabi.utility.NewFunctionTransformer method)

_bounds (alabi.core.SurrogateModel attribute) _theta (alabi.core.SurrogateModel attribute) _y (alabi.core.SurrogateModel attribute)

A

active_train() (alabi.core.SurrogateModel method) active_train_parallel() (alabi.core.SurrogateModel method) agp_utility() (in module alabi.utility) alabi.benchmarks module alabi.cache_utils module alabi.core module

alabi.gp_utils module alabi.mcmc_utils module alabi.utility module alabi.visualization module assign_utility() (in module alabi.utility)

B

bape_utility() (in module alabi.utility) beta_warping_transformer() (in module alabi.utility)

BetaWarpingFunction (class in alabi.utility) bounds (alabi.core.SurrogateModel attribute)

C

CachedSurrogateLikelihood (class in alabi.core)

configure_gp() (in module alabi.gp_utils) create_cached_surrogate_likelihood() (alabi.core.SurrogateModel method)

D

dynesty_samples (alabi.core.SurrogateModel attribute)

E

emcee_samples (alabi.core.SurrogateModel attribute) estimate_burnin() (in module alabi.mcmc_utils)

eval_gp_at_iteration() (alabi.core.SurrogateModel method) expand_hyperparameter_vector() (alabi.core.SurrogateModel method)

F

find_map() (alabi.core.SurrogateModel method) find_max_surrogate() (alabi.core.SurrogateModel method)

find_next_point() (alabi.core.SurrogateModel method) fit() (alabi.utility.BetaWarpingFunction method) fit_transform() (alabi.utility.BetaWarpingFunction method)

G

get_chain_diversity_metrics() (alabi.core.SurrogateModel method) get_hyperparameter_dict() (alabi.core.SurrogateModel method)

get_hyperparameter_vector() (alabi.core.SurrogateModel method) gp (alabi.core.SurrogateModel attribute)

I

init_gp() (alabi.core.SurrogateModel method) init_samples() (alabi.core.SurrogateModel method)

init_train() (alabi.core.SurrogateModel method) inverse_transform() (alabi.utility.BetaWarpingFunction method)

J

jones_utility() (in module alabi.utility)

L

lnprior_normal() (in module alabi.utility) lnprior_uniform() (in module alabi.utility) lnprob() (alabi.core.SurrogateModel method)

load_model_cache() (in module alabi.cache_utils) load_pickle() (in module alabi.cache_utils) load_train() (alabi.core.SurrogateModel method)

M

minimize_objective() (in module alabi.utility) module alabi.benchmarks alabi.cache_utils alabi.core alabi.gp_utils alabi.mcmc_utils alabi.utility alabi.visualization

multimodal_gaussian_nd() (in module alabi.benchmarks)

N

ndim (alabi.core.SurrogateModel attribute)

NewFunctionTransformer (class in alabi.utility) ntrain (alabi.core.SurrogateModel attribute)

O

optimize_gp() (in module alabi.gp_utils)

optimize_gp_kfold_cv() (in module alabi.gp_utils)

P

plot() (alabi.core.SurrogateModel method) plot_2D_panel4() (in module alabi.visualization) plot_contour_2D() (in module alabi.visualization) plot_corner_lnp() (in module alabi.visualization) plot_corner_scatter() (in module alabi.visualization) plot_dynesty_runplot() (in module alabi.visualization) plot_dynesty_traceplot() (in module alabi.visualization) plot_error_vs_iteration() (in module alabi.visualization) plot_gp_fit_1D() (in module alabi.visualization) plot_gp_fit_2D() (in module alabi.visualization)

plot_gp_predictions_1D() (in module alabi.visualization) plot_hyperparam_vs_iteration() (in module alabi.visualization) plot_mcmc_comparison() (in module alabi.visualization) plot_sampler_comparison() (in module alabi.visualization) plot_train_time_vs_iteration() (in module alabi.visualization) plot_true_fit_2D() (in module alabi.visualization) plot_utility_2D() (in module alabi.visualization) prior_sampler() (in module alabi.utility) prior_sampler_normal() (in module alabi.utility) prior_transform_normal() (in module alabi.utility) prior_transform_uniform() (in module alabi.utility)

R

random_gaussian_covariance() (in module alabi.benchmarks) refit_scalers() (alabi.core.SurrogateModel method) regularization_gradient() (in module alabi.gp_utils) regularization_term() (in module alabi.gp_utils)

run_dynesty() (alabi.core.SurrogateModel method) run_emcee() (alabi.core.SurrogateModel method) run_pymultinest() (alabi.core.SurrogateModel method) run_ultranest() (alabi.core.SurrogateModel method)

S

save() (alabi.core.SurrogateModel method) set_hyperparam_prior_bounds() (alabi.core.SurrogateModel method) set_hyperparameter_vector() (alabi.core.SurrogateModel method)

surrogate_likelihood() (alabi.core.SurrogateModel method) surrogate_log_likelihood() (alabi.core.SurrogateModel method) SurrogateModel (class in alabi.core)

T

theta() (alabi.core.SurrogateModel method)

transform() (alabi.utility.BetaWarpingFunction method)

W

write_report_dynesty() (in module alabi.cache_utils)

write_report_emcee() (in module alabi.cache_utils) write_report_gp() (in module alabi.cache_utils)

Y

y() (alabi.core.SurrogateModel method)