Index

_

__init__() (bayesvalidrox.bayes_inference.bayes_inference.BayesInference method) (bayesvalidrox.bayes_inference.bayes_model_comparison.BayesModelComparison method) (bayesvalidrox.bayes_inference.discrepancy.Discrepancy method) (bayesvalidrox.bayes_inference.mcmc.MCMC method) (bayesvalidrox.bayes_inference.post_sampler.PostSampler method) (bayesvalidrox.bayes_inference.rejection_sampler.RejectionSampler method) (bayesvalidrox.post_processing.post_processing.PostProcessing method) (bayesvalidrox.pylink.pylink.PyLinkForwardModel method) (bayesvalidrox.surrogate_models.bayes_linear.BayesianLinearRegression method) (bayesvalidrox.surrogate_models.bayes_linear.EBLinearRegression method) (bayesvalidrox.surrogate_models.bayes_linear.VBLinearRegression method) (bayesvalidrox.surrogate_models.engine.Engine method) (bayesvalidrox.surrogate_models.exp_designs.ExpDesigns method) (bayesvalidrox.surrogate_models.exploration.Exploration method) (bayesvalidrox.surrogate_models.gaussian_process_sklearn.GPESkl method) (bayesvalidrox.surrogate_models.gaussian_process_sklearn.MySklGPE method) (bayesvalidrox.surrogate_models.input_space.InputSpace method) (bayesvalidrox.surrogate_models.inputs.Input method) (bayesvalidrox.surrogate_models.inputs.Marginal method) (bayesvalidrox.surrogate_models.meta_model.MetaModel method) (bayesvalidrox.surrogate_models.orthogonal_matching_pursuit.OrthogonalMatchingPursuit method) (bayesvalidrox.surrogate_models.pce_gpr.PCEGPR method) (bayesvalidrox.surrogate_models.polynomial_chaos.PCE method) (bayesvalidrox.surrogate_models.reg_fast_ard.RegressionFastARD method) (bayesvalidrox.surrogate_models.reg_fast_laplace.RegressionFastLaplace method) (bayesvalidrox.surrogate_models.sequential_design.SequentialDesign method)

A

adaptive_regression() (bayesvalidrox.surrogate_models.gaussian_process_sklearn.GPESkl method) (bayesvalidrox.surrogate_models.polynomial_chaos.PCE method) add_input_space() (bayesvalidrox.surrogate_models.gaussian_process_sklearn.GPESkl method) (bayesvalidrox.surrogate_models.meta_model.MetaModel method) (bayesvalidrox.surrogate_models.pce_gpr.PCEGPR method) (bayesvalidrox.surrogate_models.polynomial_chaos.PCE method)

add_marginals() (bayesvalidrox.surrogate_models.inputs.Input method) apoly_construction() (in module bayesvalidrox.surrogate_models.apoly_construction) approximate_voronoi() (bayesvalidrox.surrogate_models.exploration.Exploration method)

B

BayesianLinearRegression (class in bayesvalidrox.surrogate_models.bayes_linear) BayesInference (class in bayesvalidrox.bayes_inference.bayes_inference) BayesModelComparison (class in bayesvalidrox.bayes_inference.bayes_model_comparison) bayesvalidrox module bayesvalidrox.bayes_inference module bayesvalidrox.bayes_inference.bayes_inference module bayesvalidrox.bayes_inference.bayes_model_comparison module bayesvalidrox.bayes_inference.discrepancy module bayesvalidrox.bayes_inference.mcmc module bayesvalidrox.bayes_inference.post_sampler module bayesvalidrox.bayes_inference.rejection_sampler module bayesvalidrox.post_processing module bayesvalidrox.post_processing.post_processing module bayesvalidrox.pylink module bayesvalidrox.pylink.pylink module bayesvalidrox.surrogate_models module bayesvalidrox.surrogate_models.apoly_construction module bayesvalidrox.surrogate_models.bayes_linear module bayesvalidrox.surrogate_models.engine module bayesvalidrox.surrogate_models.eval_rec_rule module

bayesvalidrox.surrogate_models.exp_designs module bayesvalidrox.surrogate_models.exploration module bayesvalidrox.surrogate_models.gaussian_process_sklearn module bayesvalidrox.surrogate_models.glexindex module bayesvalidrox.surrogate_models.input_space module bayesvalidrox.surrogate_models.inputs module bayesvalidrox.surrogate_models.meta_model module bayesvalidrox.surrogate_models.orthogonal_matching_pursuit module bayesvalidrox.surrogate_models.pce_gpr module bayesvalidrox.surrogate_models.polynomial_chaos module bayesvalidrox.surrogate_models.reg_fast_ard module bayesvalidrox.surrogate_models.reg_fast_laplace module bayesvalidrox.surrogate_models.sequential_design module bayesvalidrox.surrogate_models.supplementary module blockwise_inverse() (bayesvalidrox.surrogate_models.orthogonal_matching_pursuit.OrthogonalMatchingPursuit method) build_discrepancy() (bayesvalidrox.bayes_inference.discrepancy.Discrepancy method) build_kernels() (bayesvalidrox.surrogate_models.gaussian_process_sklearn.GPESkl method) build_metamodel() (bayesvalidrox.surrogate_models.gaussian_process_sklearn.GPESkl method) (bayesvalidrox.surrogate_models.meta_model.MetaModel method) (bayesvalidrox.surrogate_models.pce_gpr.PCEGPR method) (bayesvalidrox.surrogate_models.polynomial_chaos.PCE method) build_polytypes() (bayesvalidrox.surrogate_models.exp_designs.ExpDesigns method) (bayesvalidrox.surrogate_models.input_space.InputSpace method)

C

calc_bayes_factors() (bayesvalidrox.bayes_inference.bayes_model_comparison.BayesModelComparison method) calc_justifiability_analysis() (bayesvalidrox.bayes_inference.bayes_model_comparison.BayesModelComparison method) calc_model_weights() (bayesvalidrox.bayes_inference.bayes_model_comparison.BayesModelComparison method) calculate_loglik_logbme() (bayesvalidrox.bayes_inference.bayes_inference.BayesInference method) (bayesvalidrox.bayes_inference.mcmc.MCMC method) (bayesvalidrox.bayes_inference.post_sampler.PostSampler method) (bayesvalidrox.bayes_inference.rejection_sampler.RejectionSampler method) calculate_moments() (bayesvalidrox.surrogate_models.gaussian_process_sklearn.GPESkl method) (bayesvalidrox.surrogate_models.meta_model.MetaModel method) (bayesvalidrox.surrogate_models.pce_gpr.PCEGPR method) (bayesvalidrox.surrogate_models.polynomial_chaos.PCE method) calculate_sobol() (bayesvalidrox.surrogate_models.polynomial_chaos.PCE method) calculate_valid_metrics() (bayesvalidrox.bayes_inference.bayes_inference.BayesInference method) (bayesvalidrox.bayes_inference.rejection_sampler.RejectionSampler method) check_accuracy() (bayesvalidrox.post_processing.post_processing.PostProcessing method) check_is_gaussian() (bayesvalidrox.surrogate_models.gaussian_process_sklearn.GPESkl method) (bayesvalidrox.surrogate_models.meta_model.MetaModel method) (bayesvalidrox.surrogate_models.pce_gpr.PCEGPR method) (bayesvalidrox.surrogate_models.polynomial_chaos.PCE method) check_ranges() (in module bayesvalidrox.surrogate_models.supplementary)

check_reg_quality() (bayesvalidrox.post_processing.post_processing.PostProcessing method) check_valid_inputs() (bayesvalidrox.surrogate_models.exp_designs.ExpDesigns method) (bayesvalidrox.surrogate_models.input_space.InputSpace method) choose_next_sample() (bayesvalidrox.surrogate_models.sequential_design.SequentialDesign method) clear() (bayesvalidrox.surrogate_models.gaussian_process_sklearn.GPESkl.AutoVivification method) (bayesvalidrox.surrogate_models.meta_model.MetaModel.AutoVivification method) (bayesvalidrox.surrogate_models.pce_gpr.PCEGPR.AutoVivification method) (bayesvalidrox.surrogate_models.polynomial_chaos.PCE.AutoVivification method) copy() (bayesvalidrox.surrogate_models.gaussian_process_sklearn.GPESkl.AutoVivification method) (bayesvalidrox.surrogate_models.meta_model.MetaModel.AutoVivification method) (bayesvalidrox.surrogate_models.pce_gpr.PCEGPR.AutoVivification method) (bayesvalidrox.surrogate_models.polynomial_chaos.PCE.AutoVivification method) copy_meta_model_opts() (bayesvalidrox.surrogate_models.gaussian_process_sklearn.GPESkl method) (bayesvalidrox.surrogate_models.meta_model.MetaModel method) (bayesvalidrox.surrogate_models.pce_gpr.PCEGPR method) (bayesvalidrox.surrogate_models.polynomial_chaos.PCE method) corr() (in module bayesvalidrox.surrogate_models.orthogonal_matching_pursuit) corr_loocv_error() (in module bayesvalidrox.surrogate_models.supplementary) create_psi() (in module bayesvalidrox.surrogate_models.supplementary) cross_truncate() (in module bayesvalidrox.surrogate_models.glexindex)

D

delete_hdf5() (bayesvalidrox.pylink.pylink.PyLinkForwardModel method)

Discrepancy (class in bayesvalidrox.bayes_inference.discrepancy) dual_annealing() (bayesvalidrox.surrogate_models.sequential_design.SequentialDesign method)

E

EBLinearRegression (class in bayesvalidrox.surrogate_models.bayes_linear) Engine (class in bayesvalidrox.surrogate_models.engine) eval_metamodel() (bayesvalidrox.surrogate_models.engine.Engine method) (bayesvalidrox.surrogate_models.gaussian_process_sklearn.GPESkl method) (bayesvalidrox.surrogate_models.meta_model.MetaModel method) (bayesvalidrox.surrogate_models.pce_gpr.PCEGPR method) (bayesvalidrox.surrogate_models.polynomial_chaos.PCE method)

eval_model() (bayesvalidrox.bayes_inference.mcmc.MCMC method) eval_rec_rule() (in module bayesvalidrox.surrogate_models.eval_rec_rule) eval_rec_rule_arbitrary() (in module bayesvalidrox.surrogate_models.eval_rec_rule) eval_univ_basis() (in module bayesvalidrox.surrogate_models.eval_rec_rule) ExpDesigns (class in bayesvalidrox.surrogate_models.exp_designs) Exploration (class in bayesvalidrox.surrogate_models.exploration)

F

fit() (bayesvalidrox.surrogate_models.bayes_linear.BayesianLinearRegression method) (bayesvalidrox.surrogate_models.bayes_linear.EBLinearRegression method) (bayesvalidrox.surrogate_models.bayes_linear.VBLinearRegression method) (bayesvalidrox.surrogate_models.gaussian_process_sklearn.GPESkl method) (bayesvalidrox.surrogate_models.gaussian_process_sklearn.MySklGPE method) (bayesvalidrox.surrogate_models.meta_model.MetaModel method) (bayesvalidrox.surrogate_models.orthogonal_matching_pursuit.OrthogonalMatchingPursuit method) (bayesvalidrox.surrogate_models.pce_gpr.PCEGPR method) (bayesvalidrox.surrogate_models.polynomial_chaos.PCE method) (bayesvalidrox.surrogate_models.reg_fast_ard.RegressionFastARD method) (bayesvalidrox.surrogate_models.reg_fast_laplace.RegressionFastLaplace method)

fit_() (bayesvalidrox.surrogate_models.reg_fast_laplace.RegressionFastLaplace method) fromkeys() (bayesvalidrox.surrogate_models.gaussian_process_sklearn.GPESkl.AutoVivification method) (bayesvalidrox.surrogate_models.meta_model.MetaModel.AutoVivification method) (bayesvalidrox.surrogate_models.pce_gpr.PCEGPR.AutoVivification method) (bayesvalidrox.surrogate_models.polynomial_chaos.PCE.AutoVivification method)

G

gamma_mean() (in module bayesvalidrox.surrogate_models.bayes_linear) gelman_rubin() (in module bayesvalidrox.surrogate_models.supplementary) generate_ed() (bayesvalidrox.surrogate_models.exp_designs.ExpDesigns method) generate_ja_dataset() (bayesvalidrox.bayes_inference.bayes_model_comparison.BayesModelComparison method) generate_samples() (bayesvalidrox.surrogate_models.exp_designs.ExpDesigns method) get() (bayesvalidrox.surrogate_models.gaussian_process_sklearn.GPESkl.AutoVivification method) (bayesvalidrox.surrogate_models.meta_model.MetaModel.AutoVivification method) (bayesvalidrox.surrogate_models.pce_gpr.PCEGPR.AutoVivification method) (bayesvalidrox.surrogate_models.polynomial_chaos.PCE.AutoVivification method) get_exploration_samples() (bayesvalidrox.surrogate_models.exploration.Exploration method) get_mc_samples() (bayesvalidrox.surrogate_models.exploration.Exploration method) get_metadata_routing() (bayesvalidrox.surrogate_models.bayes_linear.BayesianLinearRegression method) (bayesvalidrox.surrogate_models.bayes_linear.EBLinearRegression method) (bayesvalidrox.surrogate_models.bayes_linear.VBLinearRegression method) (bayesvalidrox.surrogate_models.gaussian_process_sklearn.MySklGPE method) (bayesvalidrox.surrogate_models.orthogonal_matching_pursuit.OrthogonalMatchingPursuit method) (bayesvalidrox.surrogate_models.reg_fast_ard.RegressionFastARD method)

get_params() (bayesvalidrox.surrogate_models.bayes_linear.BayesianLinearRegression method) (bayesvalidrox.surrogate_models.bayes_linear.EBLinearRegression method) (bayesvalidrox.surrogate_models.bayes_linear.VBLinearRegression method) (bayesvalidrox.surrogate_models.gaussian_process_sklearn.MySklGPE method) (bayesvalidrox.surrogate_models.orthogonal_matching_pursuit.OrthogonalMatchingPursuit method) (bayesvalidrox.surrogate_models.reg_fast_ard.RegressionFastARD method) get_surr_error() (bayesvalidrox.bayes_inference.bayes_inference.BayesInference method) get_vornoi_samples() (bayesvalidrox.surrogate_models.exploration.Exploration method) glexindex() (in module bayesvalidrox.surrogate_models.glexindex) GPESkl (class in bayesvalidrox.surrogate_models.gaussian_process_sklearn) GPESkl.AutoVivification (class in bayesvalidrox.surrogate_models.gaussian_process_sklearn)

H

hellinger_distance() (in module bayesvalidrox.surrogate_models.supplementary)

I

init_param_space() (bayesvalidrox.surrogate_models.exp_designs.ExpDesigns method) (bayesvalidrox.surrogate_models.input_space.InputSpace method) Input (class in bayesvalidrox.surrogate_models.inputs) InputSpace (class in bayesvalidrox.surrogate_models.input_space)

is_valid_move() (bayesvalidrox.bayes_inference.mcmc.MCMC method) items() (bayesvalidrox.surrogate_models.gaussian_process_sklearn.GPESkl.AutoVivification method) (bayesvalidrox.surrogate_models.meta_model.MetaModel.AutoVivification method) (bayesvalidrox.surrogate_models.pce_gpr.PCEGPR.AutoVivification method) (bayesvalidrox.surrogate_models.polynomial_chaos.PCE.AutoVivification method)

K

kernel_rbf() (in module bayesvalidrox.surrogate_models.supplementary) keys() (bayesvalidrox.surrogate_models.gaussian_process_sklearn.GPESkl.AutoVivification method) (bayesvalidrox.surrogate_models.meta_model.MetaModel.AutoVivification method) (bayesvalidrox.surrogate_models.pce_gpr.PCEGPR.AutoVivification method) (bayesvalidrox.surrogate_models.polynomial_chaos.PCE.AutoVivification method)

L

log_likelihood() (bayesvalidrox.bayes_inference.mcmc.MCMC method) log_marginal_like() (bayesvalidrox.surrogate_models.reg_fast_ard.RegressionFastARD method) log_marginal_likelihood() (bayesvalidrox.surrogate_models.gaussian_process_sklearn.MySklGPE method)

log_posterior() (bayesvalidrox.bayes_inference.mcmc.MCMC method) log_prior() (bayesvalidrox.bayes_inference.mcmc.MCMC method) loo_error() (bayesvalidrox.surrogate_models.orthogonal_matching_pursuit.OrthogonalMatchingPursuit method)

M

Marginal (class in bayesvalidrox.surrogate_models.inputs) MCMC (class in bayesvalidrox.bayes_inference.mcmc) MetaModel (class in bayesvalidrox.surrogate_models.meta_model) MetaModel.AutoVivification (class in bayesvalidrox.surrogate_models.meta_model) model_comparison_all() (bayesvalidrox.bayes_inference.bayes_model_comparison.BayesModelComparison method) module bayesvalidrox bayesvalidrox.bayes_inference bayesvalidrox.bayes_inference.bayes_inference bayesvalidrox.bayes_inference.bayes_model_comparison bayesvalidrox.bayes_inference.discrepancy bayesvalidrox.bayes_inference.mcmc bayesvalidrox.bayes_inference.post_sampler bayesvalidrox.bayes_inference.rejection_sampler bayesvalidrox.post_processing bayesvalidrox.post_processing.post_processing bayesvalidrox.pylink bayesvalidrox.pylink.pylink bayesvalidrox.surrogate_models bayesvalidrox.surrogate_models.apoly_construction bayesvalidrox.surrogate_models.bayes_linear bayesvalidrox.surrogate_models.engine bayesvalidrox.surrogate_models.eval_rec_rule bayesvalidrox.surrogate_models.exp_designs bayesvalidrox.surrogate_models.exploration bayesvalidrox.surrogate_models.gaussian_process_sklearn bayesvalidrox.surrogate_models.glexindex bayesvalidrox.surrogate_models.input_space bayesvalidrox.surrogate_models.inputs bayesvalidrox.surrogate_models.meta_model bayesvalidrox.surrogate_models.orthogonal_matching_pursuit bayesvalidrox.surrogate_models.pce_gpr bayesvalidrox.surrogate_models.polynomial_chaos bayesvalidrox.surrogate_models.reg_fast_ard bayesvalidrox.surrogate_models.reg_fast_laplace bayesvalidrox.surrogate_models.sequential_design bayesvalidrox.surrogate_models.supplementary

MySklGPE (class in bayesvalidrox.surrogate_models.gaussian_process_sklearn)

N

normpdf() (bayesvalidrox.bayes_inference.mcmc.MCMC method) (bayesvalidrox.bayes_inference.post_sampler.PostSampler method) (bayesvalidrox.bayes_inference.rejection_sampler.RejectionSampler method)

O

OrthogonalMatchingPursuit (class in bayesvalidrox.surrogate_models.orthogonal_matching_pursuit)

P

pca_transformation() (bayesvalidrox.surrogate_models.gaussian_process_sklearn.GPESkl method) (bayesvalidrox.surrogate_models.meta_model.MetaModel method) (bayesvalidrox.surrogate_models.pce_gpr.PCEGPR method) (bayesvalidrox.surrogate_models.polynomial_chaos.PCE method) PCE (class in bayesvalidrox.surrogate_models.polynomial_chaos) PCE.AutoVivification (class in bayesvalidrox.surrogate_models.polynomial_chaos) PCEGPR (class in bayesvalidrox.surrogate_models.pce_gpr) PCEGPR.AutoVivification (class in bayesvalidrox.surrogate_models.pce_gpr) pcm_sampler() (bayesvalidrox.surrogate_models.exp_designs.ExpDesigns method) perturb_data() (bayesvalidrox.bayes_inference.bayes_inference.BayesInference method) plot_adapt() (bayesvalidrox.surrogate_models.engine.Engine method) plot_bayes_factor() (bayesvalidrox.bayes_inference.bayes_model_comparison.BayesModelComparison method) plot_confusion_matrix() (bayesvalidrox.bayes_inference.bayes_model_comparison.BayesModelComparison method) plot_logbme() (bayesvalidrox.bayes_inference.bayes_inference.BayesInference method) plot_max_a_posteriori() (bayesvalidrox.bayes_inference.bayes_inference.BayesInference method) plot_metamodel_3d() (bayesvalidrox.post_processing.post_processing.PostProcessing method) plot_model_weights() (bayesvalidrox.bayes_inference.bayes_model_comparison.BayesModelComparison method) plot_moments() (bayesvalidrox.post_processing.post_processing.PostProcessing method) plot_post_params() (bayesvalidrox.bayes_inference.bayes_inference.BayesInference method) plot_post_predictive() (bayesvalidrox.bayes_inference.bayes_inference.BayesInference method) plot_posterior() (bayesvalidrox.surrogate_models.engine.Engine method) plot_samples() (bayesvalidrox.surrogate_models.exp_designs.ExpDesigns method) plot_seq_design_diagnostics() (bayesvalidrox.post_processing.post_processing.PostProcessing method) plot_sobol() (bayesvalidrox.post_processing.post_processing.PostProcessing method)

poly_rec_coeffs() (in module bayesvalidrox.surrogate_models.eval_rec_rule) pop() (bayesvalidrox.surrogate_models.gaussian_process_sklearn.GPESkl.AutoVivification method) (bayesvalidrox.surrogate_models.meta_model.MetaModel.AutoVivification method) (bayesvalidrox.surrogate_models.pce_gpr.PCEGPR.AutoVivification method) (bayesvalidrox.surrogate_models.polynomial_chaos.PCE.AutoVivification method) popitem() (bayesvalidrox.surrogate_models.gaussian_process_sklearn.GPESkl.AutoVivification method) (bayesvalidrox.surrogate_models.meta_model.MetaModel.AutoVivification method) (bayesvalidrox.surrogate_models.pce_gpr.PCEGPR.AutoVivification method) (bayesvalidrox.surrogate_models.polynomial_chaos.PCE.AutoVivification method) posterior_predictive() (bayesvalidrox.bayes_inference.bayes_inference.BayesInference method) PostProcessing (class in bayesvalidrox.post_processing.post_processing) PostSampler (class in bayesvalidrox.bayes_inference.post_sampler) predict() (bayesvalidrox.surrogate_models.bayes_linear.BayesianLinearRegression method) (bayesvalidrox.surrogate_models.bayes_linear.EBLinearRegression method) (bayesvalidrox.surrogate_models.bayes_linear.VBLinearRegression method) (bayesvalidrox.surrogate_models.gaussian_process_sklearn.MySklGPE method) (bayesvalidrox.surrogate_models.orthogonal_matching_pursuit.OrthogonalMatchingPursuit method) (bayesvalidrox.surrogate_models.reg_fast_ard.RegressionFastARD method) (bayesvalidrox.surrogate_models.reg_fast_laplace.RegressionFastLaplace method) predict_dist() (bayesvalidrox.surrogate_models.bayes_linear.BayesianLinearRegression method) (bayesvalidrox.surrogate_models.bayes_linear.EBLinearRegression method) (bayesvalidrox.surrogate_models.bayes_linear.VBLinearRegression method) PyLinkForwardModel (class in bayesvalidrox.pylink.pylink) PyLinkForwardModel.OutputData (class in bayesvalidrox.pylink.pylink)

R

random_sampler() (bayesvalidrox.surrogate_models.exp_designs.ExpDesigns method) (bayesvalidrox.surrogate_models.input_space.InputSpace method) read_from_file() (bayesvalidrox.surrogate_models.exp_designs.ExpDesigns method) read_observation() (bayesvalidrox.pylink.pylink.PyLinkForwardModel method) read_output() (bayesvalidrox.pylink.pylink.PyLinkForwardModel method) regression() (bayesvalidrox.surrogate_models.polynomial_chaos.PCE method) RegressionFastARD (class in bayesvalidrox.surrogate_models.reg_fast_ard) RegressionFastLaplace (class in bayesvalidrox.surrogate_models.reg_fast_laplace) RejectionSampler (class in bayesvalidrox.bayes_inference.rejection_sampler)

root_mean_squared_error() (in module bayesvalidrox.surrogate_models.supplementary) run_command() (bayesvalidrox.pylink.pylink.PyLinkForwardModel method) run_forwardmodel() (bayesvalidrox.pylink.pylink.PyLinkForwardModel method) run_inference() (bayesvalidrox.bayes_inference.bayes_inference.BayesInference method) run_model_parallel() (bayesvalidrox.pylink.pylink.PyLinkForwardModel method) run_sampler() (bayesvalidrox.bayes_inference.mcmc.MCMC method) (bayesvalidrox.bayes_inference.post_sampler.PostSampler method) (bayesvalidrox.bayes_inference.rejection_sampler.RejectionSampler method) run_util_func() (bayesvalidrox.surrogate_models.sequential_design.SequentialDesign method) run_validation() (bayesvalidrox.bayes_inference.bayes_inference.BayesInference method)

S

sample_y() (bayesvalidrox.surrogate_models.gaussian_process_sklearn.MySklGPE method) scale_x() (bayesvalidrox.surrogate_models.gaussian_process_sklearn.GPESkl static method) score() (bayesvalidrox.surrogate_models.bayes_linear.BayesianLinearRegression method) (bayesvalidrox.surrogate_models.bayes_linear.EBLinearRegression method) (bayesvalidrox.surrogate_models.bayes_linear.VBLinearRegression method) (bayesvalidrox.surrogate_models.gaussian_process_sklearn.MySklGPE method) (bayesvalidrox.surrogate_models.orthogonal_matching_pursuit.OrthogonalMatchingPursuit method) (bayesvalidrox.surrogate_models.reg_fast_ard.RegressionFastARD method) SequentialDesign (class in bayesvalidrox.surrogate_models.sequential_design) set_params() (bayesvalidrox.surrogate_models.bayes_linear.BayesianLinearRegression method) (bayesvalidrox.surrogate_models.bayes_linear.EBLinearRegression method) (bayesvalidrox.surrogate_models.bayes_linear.VBLinearRegression method) (bayesvalidrox.surrogate_models.gaussian_process_sklearn.MySklGPE method) (bayesvalidrox.surrogate_models.orthogonal_matching_pursuit.OrthogonalMatchingPursuit method) (bayesvalidrox.surrogate_models.reg_fast_ard.RegressionFastARD method) set_predict_request() (bayesvalidrox.surrogate_models.bayes_linear.EBLinearRegression method) (bayesvalidrox.surrogate_models.bayes_linear.VBLinearRegression method) (bayesvalidrox.surrogate_models.gaussian_process_sklearn.MySklGPE method) (bayesvalidrox.surrogate_models.reg_fast_ard.RegressionFastARD method)

set_regression_options() (bayesvalidrox.surrogate_models.polynomial_chaos.PCE method) set_score_request() (bayesvalidrox.surrogate_models.bayes_linear.BayesianLinearRegression method) (bayesvalidrox.surrogate_models.bayes_linear.EBLinearRegression method) (bayesvalidrox.surrogate_models.bayes_linear.VBLinearRegression method) (bayesvalidrox.surrogate_models.gaussian_process_sklearn.MySklGPE method) (bayesvalidrox.surrogate_models.orthogonal_matching_pursuit.OrthogonalMatchingPursuit method) (bayesvalidrox.surrogate_models.reg_fast_ard.RegressionFastARD method) setdefault() (bayesvalidrox.surrogate_models.gaussian_process_sklearn.GPESkl.AutoVivification method) (bayesvalidrox.surrogate_models.meta_model.MetaModel.AutoVivification method) (bayesvalidrox.surrogate_models.pce_gpr.PCEGPR.AutoVivification method) (bayesvalidrox.surrogate_models.polynomial_chaos.PCE.AutoVivification method) setup() (bayesvalidrox.bayes_inference.bayes_inference.BayesInference method) (bayesvalidrox.bayes_inference.bayes_model_comparison.BayesModelComparison method) sobol_indices() (bayesvalidrox.post_processing.post_processing.PostProcessing method) start_engine() (bayesvalidrox.surrogate_models.engine.Engine method) subdomain() (in module bayesvalidrox.surrogate_models.supplementary)

T

tradeoff_weights() (bayesvalidrox.surrogate_models.sequential_design.SequentialDesign method) train_normal() (bayesvalidrox.surrogate_models.engine.Engine method) train_sequential() (bayesvalidrox.surrogate_models.engine.Engine method)

transform() (bayesvalidrox.surrogate_models.exp_designs.ExpDesigns method) (bayesvalidrox.surrogate_models.input_space.InputSpace method) transform_x() (bayesvalidrox.surrogate_models.gaussian_process_sklearn.GPESkl method) transform_y() (in module bayesvalidrox.surrogate_models.meta_model)

U

um_bridge_model() (bayesvalidrox.pylink.pylink.PyLinkForwardModel method) univ_basis_vals() (bayesvalidrox.surrogate_models.polynomial_chaos.PCE method) update() (bayesvalidrox.surrogate_models.gaussian_process_sklearn.GPESkl.AutoVivification method) (bayesvalidrox.surrogate_models.meta_model.MetaModel.AutoVivification method) (bayesvalidrox.surrogate_models.pce_gpr.PCEGPR.AutoVivification method) (bayesvalidrox.surrogate_models.polynomial_chaos.PCE.AutoVivification method)

update_input_params() (bayesvalidrox.pylink.pylink.PyLinkForwardModel method) update_pce_coeffs() (bayesvalidrox.surrogate_models.polynomial_chaos.PCE method) update_precisions() (in module bayesvalidrox.surrogate_models.reg_fast_ard) util_alph_opt_design() (bayesvalidrox.surrogate_models.sequential_design.SequentialDesign method) util_bayesian_active_design() (bayesvalidrox.surrogate_models.sequential_design.SequentialDesign method) util_bayesian_design() (bayesvalidrox.surrogate_models.sequential_design.SequentialDesign method) util_var_based_design() (bayesvalidrox.surrogate_models.sequential_design.SequentialDesign method)

V

valid_metamodel() (bayesvalidrox.post_processing.post_processing.PostProcessing method) values() (bayesvalidrox.surrogate_models.gaussian_process_sklearn.GPESkl.AutoVivification method) (bayesvalidrox.surrogate_models.meta_model.MetaModel.AutoVivification method) (bayesvalidrox.surrogate_models.pce_gpr.PCEGPR.AutoVivification method) (bayesvalidrox.surrogate_models.polynomial_chaos.PCE.AutoVivification method)

VBLinearRegression (class in bayesvalidrox.surrogate_models.bayes_linear)

W

within_range() (in module bayesvalidrox.pylink.pylink)

write_as_hdf5() (bayesvalidrox.bayes_inference.bayes_inference.BayesInference method)

Z

zip_subdirs() (bayesvalidrox.pylink.pylink.PyLinkForwardModel method)