Index

A

ActionPool (class in easyvvuq.actions.action_statuses) Actions (class in easyvvuq.actions.execute_local) actions (easyvvuq.db.sql.AppTable attribute) active_app (easyvvuq.db.sql.CampaignTable attribute) adapt_dimension() (easyvvuq.analysis.sc_analysis.SCAnalysis method) adapt_locally() (easyvvuq.analysis.ssc_analysis.SSCAnalysis method) adaptation_histogram() (easyvvuq.analysis.sc_analysis.SCAnalysis method) adaptation_table() (easyvvuq.analysis.sc_analysis.SCAnalysis method) add_app() (easyvvuq.campaign.Campaign method) (easyvvuq.db.base.BaseCampaignDB method) (easyvvuq.db.sql.CampaignDB method) add_collate_callback() (easyvvuq.actions.action_statuses.ActionPool method) add_external_runs() (easyvvuq.campaign.Campaign method) add_run() (easyvvuq.db.base.BaseCampaignDB method) add_runs() (easyvvuq.campaign.Campaign method) (easyvvuq.db.sql.CampaignDB method) add_sampler() (easyvvuq.db.base.BaseCampaignDB method) (easyvvuq.db.sql.CampaignDB method) analyse() (easyvvuq.analysis.base.BaseAnalysisElement method) (easyvvuq.analysis.basic_stats.BasicStats method) (easyvvuq.analysis.ensemble_boot.EnsembleBoot method) (easyvvuq.analysis.gp_analyse.GaussianProcessSurrogate method) (easyvvuq.analysis.mcmc.MCMCAnalysis method) (easyvvuq.analysis.pce_analysis.PCEAnalysis method) (easyvvuq.analysis.qmc_analysis.QMCAnalysis method) (easyvvuq.analysis.sc_analysis.SCAnalysis method) (easyvvuq.analysis.ssc_analysis.SSCAnalysis method) (easyvvuq.campaign.Campaign method)

analysis_class (easyvvuq.sampling.base.BaseSamplingElement attribute) (easyvvuq.sampling.mc_sampler.MCSampler attribute) (easyvvuq.sampling.mcmc.MCMCSampler attribute) (easyvvuq.sampling.pce.PCESampler attribute) (easyvvuq.sampling.qmc.QMCSampler attribute) (easyvvuq.sampling.random.RandomSampler attribute) (easyvvuq.sampling.replica_sampler.ReplicaSampler attribute) (easyvvuq.sampling.stochastic_collocation.SCSampler attribute) AnalysisResults (class in easyvvuq.analysis.results) app (easyvvuq.db.sql.RunTable attribute) app() (easyvvuq.db.base.BaseCampaignDB method) (easyvvuq.db.sql.CampaignDB method) append_collation_dataframe() (easyvvuq.db.base.BaseCampaignDB method) AppInfo (class in easyvvuq.data_structs) apply_analysis() (easyvvuq.campaign.Campaign method) apply_for_each_sample() (easyvvuq.campaign.Campaign method) AppTable (class in easyvvuq.db.sql) ARRAY (easyvvuq.constants.OutputType attribute) as_completed() (easyvvuq.actions.execute_qcgpj.QCGPJPool method)

B

BaseAnalysisElement (class in easyvvuq.analysis.base) BaseCampaignDB (class in easyvvuq.db.base) BaseComparisonElement (class in easyvvuq.comparison.base) BaseElement (class in easyvvuq.base_element)

BaseSamplingElement (class in easyvvuq.sampling.base) BasicStats (class in easyvvuq.analysis.basic_stats) BasicSweep (class in easyvvuq.sampling.sweep) benchmark() (in module easyvvuq.utils.db_benchmark) bootstrap() (in module easyvvuq.analysis.ensemble_boot)

C

Campaign (class in easyvvuq.campaign) campaign (easyvvuq.db.sql.RunTable attribute) campaign_dir (easyvvuq.campaign.Campaign attribute) (easyvvuq.db.sql.CampaignTable attribute) campaign_dir() (easyvvuq.db.base.BaseCampaignDB method) (easyvvuq.db.sql.CampaignDB method) campaign_dir_prefix (easyvvuq.db.sql.CampaignTable attribute) campaign_exists() (easyvvuq.db.sql.CampaignDB method) CampaignDB (class in easyvvuq.db.sql) CampaignInfo (class in easyvvuq.data_structs) campaigns() (easyvvuq.db.base.BaseCampaignDB method) (easyvvuq.db.sql.CampaignDB method) CampaignTable (class in easyvvuq.db.sql) check_LEC() (easyvvuq.sampling.simplex_stochastic_collocation.SSCSampler method) check_LEC_j() (easyvvuq.sampling.simplex_stochastic_collocation.SSCSampler method) check_local_dir() (in module easyvvuq.data_structs) check_max_quad_level() (easyvvuq.sampling.stochastic_collocation.SCSampler method) check_reference() (in module easyvvuq.data_structs) checkers (easyvvuq.params_specification.EasyVVUQValidator attribute) CleanUp (class in easyvvuq.actions.execute_local) coercers (easyvvuq.params_specification.EasyVVUQValidator attribute) collate() (easyvvuq.actions.action_statuses.ActionPool method) COLLATED (easyvvuq.constants.Status attribute) combination_technique() (easyvvuq.analysis.sc_analysis.SCAnalysis method) compare() (easyvvuq.comparison.base.BaseComparisonElement method) (easyvvuq.comparison.validate.ValidateSimilarity method)

compute_1D_points_weights() (easyvvuq.sampling.stochastic_collocation.SCSampler method) compute_comb_coef() (easyvvuq.analysis.sc_analysis.SCAnalysis method) compute_ENO_stencil() (easyvvuq.sampling.simplex_stochastic_collocation.SSCSampler method) compute_ENO_stencil_j() (easyvvuq.sampling.simplex_stochastic_collocation.SSCSampler method) compute_eps_bar_j() (easyvvuq.sampling.simplex_stochastic_collocation.SSCSampler method) compute_i_norm_le_pj() (easyvvuq.sampling.simplex_stochastic_collocation.SSCSampler method) compute_marginal() (easyvvuq.analysis.sc_analysis.SCAnalysis method) compute_probability() (easyvvuq.sampling.simplex_stochastic_collocation.SSCSampler method) compute_Psi() (easyvvuq.sampling.simplex_stochastic_collocation.SSCSampler method) compute_sparse_multi_idx() (easyvvuq.sampling.stochastic_collocation.SCSampler method) compute_stencil_j() (easyvvuq.sampling.simplex_stochastic_collocation.SSCSampler method) compute_sub_simplex_vertices() (easyvvuq.sampling.simplex_stochastic_collocation.SSCSampler method) compute_surplus_k() (easyvvuq.sampling.simplex_stochastic_collocation.SSCSampler method) compute_tensor_prod_u() (easyvvuq.analysis.sc_analysis.SCAnalysis static method) compute_vol() (easyvvuq.sampling.simplex_stochastic_collocation.SSCSampler method) compute_xi_center_j() (easyvvuq.sampling.simplex_stochastic_collocation.SSCSampler method) confidence_interval() (in module easyvvuq.analysis.ensemble_boot) convert_results() (easyvvuq.actions.execute_qcgpj.QCGPJPool method) CopyEncoder (class in easyvvuq.encoders.copy_encoder) create_campaign() (easyvvuq.db.sql.CampaignDB method) create_config_maps() (easyvvuq.actions.execute_kubernetes.ExecuteKubernetes method) create_dir_tree() (easyvvuq.encoders.directory_builder.DirectoryBuilder method) create_volumes() (easyvvuq.actions.execute_kubernetes.ExecuteKubernetes method) CreateRunDirectory (class in easyvvuq.actions.execute_local) CSVSampler (class in easyvvuq.sampling.csv_sampler)

D

DAFSILAS() (in module easyvvuq.sampling.simplex_stochastic_collocation) DataFrameSampler (class in easyvvuq.sampling.dataframe_sampler) DBInfoTable (class in easyvvuq.db.sql) Decode (class in easyvvuq.actions.execute_local) default_setters (easyvvuq.params_specification.EasyVVUQValidator attribute) describe() (easyvvuq.analysis.results.AnalysisResults method) deserialize() (easyvvuq.params_specification.ParamsSpecification static method)

DirectoryBuilder (class in easyvvuq.encoders.directory_builder) dist() (easyvvuq.comparison.validate.ValidateSimilarity method) (easyvvuq.comparison.validate.ValidateSimilarityHellinger method) (easyvvuq.comparison.validate.ValidateSimilarityJensenShannon method) (easyvvuq.comparison.validate.ValidateSimilarityWasserstein method) draw_samples() (easyvvuq.campaign.Campaign method) dump() (easyvvuq.db.sql.CampaignDB method)

E

easyvvuq (module) easyvvuq.actions (module) easyvvuq.actions.action_statuses (module) easyvvuq.actions.execute_kubernetes (module) easyvvuq.actions.execute_local (module) easyvvuq.actions.execute_qcgpj (module) easyvvuq.actions.execute_qcgpj_task (module) easyvvuq.actions.execute_slurm (module) easyvvuq.analysis (module) easyvvuq.analysis.base (module) easyvvuq.analysis.basic_stats (module) easyvvuq.analysis.ensemble_boot (module) easyvvuq.analysis.gp_analyse (module) easyvvuq.analysis.mcmc (module) easyvvuq.analysis.pce_analysis (module) easyvvuq.analysis.qmc_analysis (module) easyvvuq.analysis.results (module) easyvvuq.analysis.sc_analysis (module) easyvvuq.analysis.ssc_analysis (module) easyvvuq.base_element (module) easyvvuq.campaign (module) easyvvuq.comparison (module) easyvvuq.comparison.base (module) easyvvuq.comparison.validate (module) easyvvuq.constants (module) easyvvuq.data_structs (module) easyvvuq.db (module) easyvvuq.db.base (module) easyvvuq.db.sql (module) easyvvuq.decoders (module) easyvvuq.decoders.hdf5 (module) easyvvuq.decoders.json (module) easyvvuq.decoders.simple_csv (module) easyvvuq.decoders.yaml (module) easyvvuq.encoders (module) easyvvuq.encoders.copy_encoder (module) easyvvuq.encoders.directory_builder (module) easyvvuq.encoders.generic_template (module) easyvvuq.encoders.jinja_encoder (module) easyvvuq.encoders.multiencoder (module) easyvvuq.params_specification (module) easyvvuq.sampling (module) easyvvuq.sampling.base (module) easyvvuq.sampling.csv_sampler (module) easyvvuq.sampling.dataframe_sampler (module) easyvvuq.sampling.empty (module) easyvvuq.sampling.grid_sampler (module) easyvvuq.sampling.mc_sampler (module) easyvvuq.sampling.mcmc (module) easyvvuq.sampling.pce (module) easyvvuq.sampling.qmc (module) easyvvuq.sampling.quasirandom (module) easyvvuq.sampling.random (module) easyvvuq.sampling.replica_sampler (module) easyvvuq.sampling.sampler_of_samplers (module) easyvvuq.sampling.simplex_stochastic_collocation (module) easyvvuq.sampling.stochastic_collocation (module) easyvvuq.sampling.sweep (module)

easyvvuq.utils (module) easyvvuq.utils.db_benchmark (module) easyvvuq.utils.helpers (module) easyvvuq_deserialize() (in module easyvvuq.utils.helpers) easyvvuq_serialize() (in module easyvvuq.utils.helpers) easyvvuq_version (easyvvuq.data_structs.CampaignInfo attribute) (easyvvuq.db.sql.CampaignTable attribute) EasyVVUQBasicTemplate (class in easyvvuq.actions.execute_qcgpj) EasyVVUQParallelTemplate (class in easyvvuq.actions.execute_qcgpj) EasyVVUQValidator (class in easyvvuq.params_specification) element_category() (easyvvuq.analysis.base.BaseAnalysisElement method) (easyvvuq.base_element.BaseElement method) (easyvvuq.comparison.base.BaseComparisonElement method) (easyvvuq.sampling.base.BaseSamplingElement method) element_name() (easyvvuq.analysis.base.BaseAnalysisElement method) (easyvvuq.analysis.basic_stats.BasicStats method) (easyvvuq.analysis.ensemble_boot.EnsembleBoot method) (easyvvuq.analysis.pce_analysis.PCEAnalysis method) (easyvvuq.analysis.qmc_analysis.QMCAnalysis method) (easyvvuq.analysis.sc_analysis.SCAnalysis method) (easyvvuq.analysis.ssc_analysis.SSCAnalysis method) (easyvvuq.base_element.BaseElement method) (easyvvuq.comparison.validate.ValidateSimilarityHellinger method) (easyvvuq.comparison.validate.ValidateSimilarityJensenShannon method) (easyvvuq.comparison.validate.ValidateSimilarityWasserstein method) (easyvvuq.sampling.base.BaseSamplingElement method) element_version() (easyvvuq.analysis.base.BaseAnalysisElement method) (easyvvuq.analysis.basic_stats.BasicStats method) (easyvvuq.analysis.ensemble_boot.EnsembleBoot method) (easyvvuq.analysis.pce_analysis.PCEAnalysis method) (easyvvuq.analysis.qmc_analysis.QMCAnalysis method) (easyvvuq.analysis.sc_analysis.SCAnalysis method) (easyvvuq.analysis.ssc_analysis.SSCAnalysis method) (easyvvuq.base_element.BaseElement method) (easyvvuq.comparison.validate.ValidateSimilarityHellinger method) (easyvvuq.comparison.validate.ValidateSimilarityJensenShannon method) (easyvvuq.comparison.validate.ValidateSimilarityWasserstein method) (easyvvuq.encoders.copy_encoder.CopyEncoder method) (easyvvuq.encoders.directory_builder.DirectoryBuilder method) (easyvvuq.sampling.random.RandomSampler method) EmptySampler (class in easyvvuq.sampling.empty) Encode (class in easyvvuq.actions.execute_local) encode() (easyvvuq.encoders.copy_encoder.CopyEncoder method) (easyvvuq.encoders.directory_builder.DirectoryBuilder method) (easyvvuq.encoders.generic_template.GenericEncoder method) (easyvvuq.encoders.jinja_encoder.JinjaEncoder method) (easyvvuq.encoders.multiencoder.MultiEncoder method) ENCODED (easyvvuq.constants.Status attribute) ensemble_bootstrap() (in module easyvvuq.analysis.ensemble_boot) EnsembleBoot (class in easyvvuq.analysis.ensemble_boot) execute() (easyvvuq.campaign.Campaign method) ExecuteKubernetes (class in easyvvuq.actions.execute_kubernetes) ExecuteLocal (class in easyvvuq.actions.execute_local) ExecutePython (class in easyvvuq.actions.execute_local) ExecuteQCGPJ (class in easyvvuq.actions.execute_qcgpj) ExecuteSLURM (class in easyvvuq.actions.execute_slurm) execution_info (easyvvuq.db.sql.RunTable attribute) executor (easyvvuq.actions.execute_qcgpj.QCGPJPool attribute)

F

finalise() (easyvvuq.actions.execute_kubernetes.ExecuteKubernetes method) (easyvvuq.actions.execute_local.Actions method) (easyvvuq.actions.execute_local.CleanUp method) (easyvvuq.actions.execute_local.Decode method) (easyvvuq.actions.execute_local.Encode method) (easyvvuq.actions.execute_local.ExecuteLocal method) (easyvvuq.actions.execute_local.ExecutePython method) (easyvvuq.actions.execute_qcgpj.ExecuteQCGPJ method) (easyvvuq.actions.execute_slurm.ExecuteSLURM method) find_boundary_simplices() (easyvvuq.sampling.simplex_stochastic_collocation.SSCSampler method)

find_pmax() (easyvvuq.sampling.simplex_stochastic_collocation.SSCSampler method) find_simplex() (easyvvuq.sampling.simplex_stochastic_collocation.Tri1D method) find_simplices() (easyvvuq.sampling.simplex_stochastic_collocation.SSCSampler method) finished() (easyvvuq.actions.execute_kubernetes.ExecuteKubernetes method) (easyvvuq.actions.execute_local.Actions method) (easyvvuq.actions.execute_local.CleanUp method) (easyvvuq.actions.execute_local.Decode method) (easyvvuq.actions.execute_local.Encode method) (easyvvuq.actions.execute_local.ExecuteLocal method) (easyvvuq.actions.execute_local.ExecutePython method) (easyvvuq.actions.execute_qcgpj.ExecuteQCGPJ method)

G

GaussianProcessSurrogate (class in easyvvuq.analysis.gp_analyse) GaussianProcessSurrogateResults (class in easyvvuq.analysis.gp_analyse) generalized_pce_coefs() (easyvvuq.analysis.sc_analysis.SCAnalysis method) generate_grid() (easyvvuq.sampling.stochastic_collocation.SCSampler method) GenericEncoder (class in easyvvuq.encoders.generic_template) get_active_app() (easyvvuq.campaign.Campaign method) (easyvvuq.db.sql.CampaignDB method) get_active_sampler() (easyvvuq.campaign.Campaign method) get_adaptation_errors() (easyvvuq.analysis.sc_analysis.SCAnalysis method) get_campaign_id() (easyvvuq.db.base.BaseCampaignDB method) (easyvvuq.db.sql.CampaignDB method) get_campaign_runs_dir() (easyvvuq.campaign.Campaign method) get_collation_dataframe() (easyvvuq.db.base.BaseCampaignDB method) get_collation_result() (easyvvuq.campaign.Campaign method) get_custom_template() (in module easyvvuq.encoders.generic_template) get_Delaunay() (easyvvuq.sampling.simplex_stochastic_collocation.SSCSampler method) get_distribution() (easyvvuq.analysis.pce_analysis.PCEAnalysisResults method) (easyvvuq.analysis.results.AnalysisResults method) get_invalid_runs() (easyvvuq.campaign.Campaign method) get_items() (easyvvuq.sampling.base.Vary method) get_keys() (easyvvuq.sampling.base.Vary method)

get_last_analysis() (easyvvuq.campaign.Campaign method) get_moments() (easyvvuq.analysis.sc_analysis.SCAnalysis method) (easyvvuq.analysis.ssc_analysis.SSCAnalysis method) get_num_runs() (easyvvuq.db.base.BaseCampaignDB method) (easyvvuq.db.sql.CampaignDB method) get_param_names() (easyvvuq.sampling.grid_sampler.Grid_Sampler method) get_params() (easyvvuq.analysis.gp_analyse.GaussianProcessSurrogateResults method) get_pce_sobol_indices() (easyvvuq.analysis.sc_analysis.SCAnalysis method) get_pce_stats() (easyvvuq.analysis.sc_analysis.SCAnalysis method) get_restart_dict() (easyvvuq.encoders.copy_encoder.CopyEncoder method) (easyvvuq.encoders.directory_builder.DirectoryBuilder method) get_results() (easyvvuq.db.sql.CampaignDB method) get_run_status() (easyvvuq.db.base.BaseCampaignDB method) (easyvvuq.db.sql.CampaignDB method) get_sample_array() (easyvvuq.analysis.sc_analysis.SCAnalysis method) (easyvvuq.analysis.ssc_analysis.SSCAnalysis method) get_sampler_id() (easyvvuq.db.sql.CampaignDB method) get_samples() (easyvvuq.analysis.qmc_analysis.QMCAnalysis method) get_sobol_indices() (easyvvuq.analysis.sc_analysis.SCAnalysis method) get_uncertainty_amplification() (easyvvuq.analysis.sc_analysis.SCAnalysis method) get_values() (easyvvuq.sampling.base.Vary method) Grid_Sampler (class in easyvvuq.sampling.grid_sampler)

H

HaltonSampler (class in easyvvuq.sampling.quasirandom)

HDF5 (class in easyvvuq.decoders.hdf5)

I

id (easyvvuq.db.sql.AppTable attribute) (easyvvuq.db.sql.CampaignTable attribute) (easyvvuq.db.sql.DBInfoTable attribute) (easyvvuq.db.sql.RunTable attribute) (easyvvuq.db.sql.SamplerTable attribute) ignore_runs() (easyvvuq.campaign.Campaign method) IGNORED (easyvvuq.constants.Status attribute) init_db() (easyvvuq.campaign.Campaign method) init_grid() (easyvvuq.sampling.simplex_stochastic_collocation.SSCSampler method) inputs (easyvvuq.sampling.replica_sampler.ReplicaSampler attribute) INVALID (easyvvuq.constants.Status attribute) is_finite() (easyvvuq.sampling.base.BaseSamplingElement method) (easyvvuq.sampling.csv_sampler.CSVSampler method) (easyvvuq.sampling.dataframe_sampler.DataFrameSampler method) (easyvvuq.sampling.empty.EmptySampler method) (easyvvuq.sampling.grid_sampler.Grid_Sampler method) (easyvvuq.sampling.mcmc.MCMCSampler method) (easyvvuq.sampling.pce.PCESampler method) (easyvvuq.sampling.qmc.QMCSampler method) (easyvvuq.sampling.random.RandomSampler method) (easyvvuq.sampling.replica_sampler.ReplicaSampler method) (easyvvuq.sampling.sampler_of_samplers.MultiSampler method) (easyvvuq.sampling.simplex_stochastic_collocation.SSCSampler method) (easyvvuq.sampling.stochastic_collocation.SCSampler method) (easyvvuq.sampling.sweep.BasicSweep method)

is_restartable() (easyvvuq.encoders.multiencoder.MultiEncoder method) iterate() (easyvvuq.campaign.Campaign method) iteration (easyvvuq.db.sql.RunTable attribute) (easyvvuq.sampling.base.BaseSamplingElement attribute) (easyvvuq.sampling.replica_sampler.ReplicaSampler attribute)

J

JinjaEncoder (class in easyvvuq.encoders.jinja_encoder)

JSONDecoder (class in easyvvuq.decoders.json)

L

lagrange_poly() (in module easyvvuq.analysis.sc_analysis) LHCSampler (class in easyvvuq.sampling.quasirandom) list_runs() (easyvvuq.campaign.Campaign method) load_samples() (easyvvuq.analysis.ssc_analysis.SSCAnalysis method) load_state() (easyvvuq.analysis.sc_analysis.SCAnalysis method) (easyvvuq.analysis.ssc_analysis.SSCAnalysis method) (easyvvuq.sampling.simplex_stochastic_collocation.SSCSampler method) (easyvvuq.sampling.stochastic_collocation.SCSampler method)

local_execute() (in module easyvvuq.actions.execute_local) look_ahead() (easyvvuq.sampling.stochastic_collocation.SCSampler method)

M

MCMCAnalysis (class in easyvvuq.analysis.mcmc) MCMCAnalysisResults (class in easyvvuq.analysis.mcmc) MCMCSampler (class in easyvvuq.sampling.mcmc) MCSampler (class in easyvvuq.sampling.mc_sampler)

merge_accepted_and_admissible() (easyvvuq.analysis.sc_analysis.SCAnalysis method) multi_index_tuple_parser() (in module easyvvuq.utils.helpers) MultiEncoder (class in easyvvuq.encoders.multiencoder) MultiSampler (class in easyvvuq.sampling.sampler_of_samplers)

N

n_dimensions (easyvvuq.sampling.simplex_stochastic_collocation.SSCSampler attribute) n_elements (easyvvuq.sampling.simplex_stochastic_collocation.SSCSampler attribute) n_samples (easyvvuq.sampling.pce.PCESampler attribute) (easyvvuq.sampling.qmc.QMCSampler attribute) (easyvvuq.sampling.simplex_stochastic_collocation.SSCSampler attribute) (easyvvuq.sampling.stochastic_collocation.SCSampler attribute) n_samples() (easyvvuq.sampling.base.BaseSamplingElement method) (easyvvuq.sampling.csv_sampler.CSVSampler method) (easyvvuq.sampling.dataframe_sampler.DataFrameSampler method) (easyvvuq.sampling.grid_sampler.Grid_Sampler method) (easyvvuq.sampling.mcmc.MCMCSampler method) (easyvvuq.sampling.random.RandomSampler method) (easyvvuq.sampling.replica_sampler.ReplicaSampler method) (easyvvuq.sampling.sampler_of_samplers.MultiSampler method) (easyvvuq.sampling.sweep.BasicSweep method)

name (easyvvuq.db.sql.AppTable attribute) (easyvvuq.db.sql.CampaignTable attribute) NEW (easyvvuq.constants.Status attribute) next_level_sparse_grid() (easyvvuq.sampling.stochastic_collocation.SCSampler method) next_run (easyvvuq.db.sql.DBInfoTable attribute) normalization_rules (easyvvuq.params_specification.EasyVVUQValidator attribute)

O

OutputType (class in easyvvuq.constants)

P

params (easyvvuq.db.sql.AppTable attribute) (easyvvuq.db.sql.RunTable attribute) ParamsSpecification (class in easyvvuq.params_specification) parse_sim_output() (easyvvuq.decoders.hdf5.HDF5 method) (easyvvuq.decoders.json.JSONDecoder method) (easyvvuq.decoders.simple_csv.SimpleCSV method) PCEAnalysis (class in easyvvuq.analysis.pce_analysis) PCEAnalysisResults (class in easyvvuq.analysis.pce_analysis) PCESampler (class in easyvvuq.sampling.pce) plot_chains() (easyvvuq.analysis.mcmc.MCMCAnalysisResults method)

plot_grid() (easyvvuq.analysis.sc_analysis.SCAnalysis method) (easyvvuq.analysis.ssc_analysis.SSCAnalysis method) plot_hist() (easyvvuq.analysis.mcmc.MCMCAnalysisResults method) plot_moments() (easyvvuq.analysis.results.AnalysisResults method) plot_sobols_first() (easyvvuq.analysis.results.AnalysisResults method) plot_sobols_treemap() (easyvvuq.analysis.results.AnalysisResults method) plot_stat_convergence() (easyvvuq.analysis.sc_analysis.SCAnalysis method) powerset() (in module easyvvuq.analysis.sc_analysis) process_run() (easyvvuq.params_specification.ParamsSpecification method) progress() (easyvvuq.actions.action_statuses.ActionPool method)

Q

QCGPJPool (class in easyvvuq.actions.execute_qcgpj) QMCAnalysis (class in easyvvuq.analysis.qmc_analysis) QMCAnalysisResults (class in easyvvuq.analysis.qmc_analysis)

QMCSampler (class in easyvvuq.sampling.qmc) qoi (easyvvuq.sampling.replica_sampler.ReplicaSampler attribute) quadrature() (easyvvuq.analysis.sc_analysis.SCAnalysis method)

R

RandomSampler (class in easyvvuq.sampling.random) recollate() (easyvvuq.campaign.Campaign method) relocate() (easyvvuq.campaign.Campaign method) (easyvvuq.db.sql.CampaignDB method) remove_start_of_file() (in module easyvvuq.utils.helpers) replace_actions() (easyvvuq.campaign.Campaign method) (easyvvuq.db.sql.CampaignDB method) ReplicaSampler (class in easyvvuq.sampling.replica_sampler) rerun() (easyvvuq.campaign.Campaign method) reset() (easyvvuq.sampling.replica_sampler.ReplicaSampler method) result (easyvvuq.db.sql.RunTable attribute) resume_campaign() (easyvvuq.db.sql.CampaignDB method) resurrect_app() (easyvvuq.db.base.BaseCampaignDB method) (easyvvuq.db.sql.CampaignDB method)

resurrect_sampler() (easyvvuq.db.base.BaseCampaignDB method) (easyvvuq.db.sql.CampaignDB method) rules (easyvvuq.params_specification.EasyVVUQValidator attribute) run() (easyvvuq.db.base.BaseCampaignDB method) (easyvvuq.db.sql.CampaignDB method) run_dir (easyvvuq.db.sql.RunTable attribute) run_ids() (easyvvuq.db.sql.CampaignDB method) run_name (easyvvuq.db.sql.RunTable attribute) RunInfo (class in easyvvuq.data_structs) runs() (easyvvuq.db.base.BaseCampaignDB method) (easyvvuq.db.sql.CampaignDB method) runs_dir (easyvvuq.db.sql.CampaignTable attribute) runs_dir() (easyvvuq.db.base.BaseCampaignDB method) (easyvvuq.db.sql.CampaignDB method) RunTable (class in easyvvuq.db.sql)

S

saltelli() (easyvvuq.sampling.mc_sampler.MCSampler method) SAMPLE (easyvvuq.constants.OutputType attribute) SAMPLE_ARRAY (easyvvuq.constants.OutputType attribute) sample_inputs() (easyvvuq.sampling.simplex_stochastic_collocation.SSCSampler method) sample_simplex() (easyvvuq.sampling.simplex_stochastic_collocation.SSCSampler method) sample_simplex_edge() (easyvvuq.sampling.simplex_stochastic_collocation.SSCSampler method) sampler (easyvvuq.db.sql.CampaignTable attribute) (easyvvuq.db.sql.RunTable attribute) (easyvvuq.db.sql.SamplerTable attribute) sampler_id (easyvvuq.sampling.base.BaseSamplingElement attribute) sampler_name (easyvvuq.sampling.csv_sampler.CSVSampler attribute) (easyvvuq.sampling.dataframe_sampler.DataFrameSampler attribute) (easyvvuq.sampling.empty.EmptySampler attribute) (easyvvuq.sampling.grid_sampler.Grid_Sampler attribute) (easyvvuq.sampling.mc_sampler.MCSampler attribute) (easyvvuq.sampling.mcmc.MCMCSampler attribute) (easyvvuq.sampling.pce.PCESampler attribute) (easyvvuq.sampling.qmc.QMCSampler attribute) (easyvvuq.sampling.quasirandom.HaltonSampler attribute) (easyvvuq.sampling.quasirandom.LHCSampler attribute) (easyvvuq.sampling.random.RandomSampler attribute) (easyvvuq.sampling.replica_sampler.ReplicaSampler attribute) (easyvvuq.sampling.sampler_of_samplers.MultiSampler attribute) (easyvvuq.sampling.simplex_stochastic_collocation.SSCSampler attribute) (easyvvuq.sampling.stochastic_collocation.SCSampler attribute) (easyvvuq.sampling.sweep.BasicSweep attribute) SamplerTable (class in easyvvuq.db.sql) save_state() (easyvvuq.analysis.sc_analysis.SCAnalysis method) (easyvvuq.analysis.ssc_analysis.SSCAnalysis method) (easyvvuq.sampling.simplex_stochastic_collocation.SSCSampler method) (easyvvuq.sampling.stochastic_collocation.SCSampler method) SC2PCE() (easyvvuq.analysis.sc_analysis.SCAnalysis method) sc_expansion() (easyvvuq.analysis.sc_analysis.SCAnalysis method) SCAnalysis (class in easyvvuq.analysis.sc_analysis) SCAnalysisResults (class in easyvvuq.analysis.sc_analysis) SCSampler (class in easyvvuq.sampling.stochastic_collocation) serialize() (easyvvuq.params_specification.ParamsSpecification method) set_active_app() (easyvvuq.db.sql.CampaignDB method) set_app() (easyvvuq.campaign.Campaign method) set_dir_for_run() (easyvvuq.db.base.BaseCampaignDB method) (easyvvuq.db.sql.CampaignDB method) set_pmax_cutoff() (easyvvuq.sampling.simplex_stochastic_collocation.SSCSampler method) set_run_statuses() (easyvvuq.db.base.BaseCampaignDB method) (easyvvuq.db.sql.CampaignDB method) set_sampler() (easyvvuq.campaign.Campaign method) (easyvvuq.db.sql.CampaignDB method) set_sqlite_pragma() (in module easyvvuq.db.sql) set_wrapper() (easyvvuq.actions.execute_local.Actions method) setdiff2d() (in module easyvvuq.analysis.sc_analysis) (in module easyvvuq.sampling.stochastic_collocation)

shutdown() (easyvvuq.actions.execute_qcgpj.QCGPJPool method) SimpleCSV (class in easyvvuq.decoders.simple_csv) sobol_bootstrap() (easyvvuq.analysis.qmc_analysis.QMCAnalysis method) sobols_first() (easyvvuq.analysis.results.AnalysisResults method) sobols_second() (easyvvuq.analysis.results.AnalysisResults method) sobols_total() (easyvvuq.analysis.results.AnalysisResults method) SSCAnalysis (class in easyvvuq.analysis.ssc_analysis) SSCAnalysisResults (class in easyvvuq.analysis.ssc_analysis) SSCSampler (class in easyvvuq.sampling.simplex_stochastic_collocation) start() (easyvvuq.actions.action_statuses.ActionPool method) (easyvvuq.actions.execute_kubernetes.ExecuteKubernetes method) (easyvvuq.actions.execute_local.Actions method) (easyvvuq.actions.execute_local.CleanUp method) (easyvvuq.actions.execute_local.CreateRunDirectory method) (easyvvuq.actions.execute_local.Decode method) (easyvvuq.actions.execute_local.Encode method) (easyvvuq.actions.execute_local.ExecuteLocal method) (easyvvuq.actions.execute_local.ExecutePython method) (easyvvuq.actions.execute_qcgpj.ExecuteQCGPJ method) (easyvvuq.actions.execute_slurm.ExecuteSLURM method) Status (class in easyvvuq.constants) status (easyvvuq.db.sql.RunTable attribute) store_result() (easyvvuq.db.sql.CampaignDB method) store_results() (easyvvuq.db.sql.CampaignDB method) submit() (easyvvuq.actions.execute_qcgpj.QCGPJPool method) succeeded() (easyvvuq.actions.execute_kubernetes.ExecuteKubernetes method) (easyvvuq.actions.execute_local.Actions method) (easyvvuq.actions.execute_local.CleanUp method) (easyvvuq.actions.execute_local.CreateRunDirectory method) (easyvvuq.actions.execute_local.Decode method) (easyvvuq.actions.execute_local.ExecuteLocal method) (easyvvuq.actions.execute_local.ExecutePython method) (easyvvuq.actions.execute_qcgpj.ExecuteQCGPJ method) succeeeded() (easyvvuq.actions.execute_local.Encode method) SUMMARY (easyvvuq.constants.OutputType attribute) supported_stats() (easyvvuq.analysis.pce_analysis.PCEAnalysisResults method) (easyvvuq.analysis.qmc_analysis.QMCAnalysisResults method) (easyvvuq.analysis.results.AnalysisResults method) (easyvvuq.analysis.sc_analysis.SCAnalysisResults method) (easyvvuq.analysis.ssc_analysis.SSCAnalysisResults method) surrogate() (easyvvuq.analysis.gp_analyse.GaussianProcessSurrogateResults method) (easyvvuq.analysis.pce_analysis.PCEAnalysisResults method) (easyvvuq.analysis.results.AnalysisResults method) (easyvvuq.analysis.sc_analysis.SCAnalysis method) (easyvvuq.analysis.sc_analysis.SCAnalysisResults method) (easyvvuq.analysis.ssc_analysis.SSCAnalysis method) (easyvvuq.analysis.ssc_analysis.SSCAnalysisResults method) (easyvvuq.sampling.simplex_stochastic_collocation.SSCSampler method)

T

template() (easyvvuq.actions.execute_qcgpj.EasyVVUQBasicTemplate static method) (easyvvuq.actions.execute_qcgpj.EasyVVUQParallelTemplate static method) to_dict() (easyvvuq.data_structs.AppInfo method) (easyvvuq.data_structs.CampaignInfo method) (easyvvuq.data_structs.RunInfo method)

TRACK (easyvvuq.constants.OutputType attribute) Tri1D (class in easyvvuq.sampling.simplex_stochastic_collocation)

U

undo_merge() (easyvvuq.analysis.sc_analysis.SCAnalysis method) update() (easyvvuq.sampling.mcmc.MCMCSampler method) (easyvvuq.sampling.replica_sampler.ReplicaSampler method)

update_Delaunay() (easyvvuq.sampling.simplex_stochastic_collocation.SSCSampler method) update_sampler() (easyvvuq.db.base.BaseCampaignDB method) (easyvvuq.db.sql.CampaignDB method) update_surrogate() (easyvvuq.analysis.ssc_analysis.SSCAnalysis method)

V

ValidateSimilarity (class in easyvvuq.comparison.validate) ValidateSimilarityHellinger (class in easyvvuq.comparison.validate) ValidateSimilarityJensenShannon (class in easyvvuq.comparison.validate)

ValidateSimilarityWasserstein (class in easyvvuq.comparison.validate) validation_rules (easyvvuq.params_specification.EasyVVUQValidator attribute) Vary (class in easyvvuq.sampling.base)

W

w_j() (easyvvuq.sampling.simplex_stochastic_collocation.SSCSampler method)

wrap_iterable() (in module easyvvuq.sampling.sweep)

Y

YAMLDecoder (class in easyvvuq.decoders.yaml)