EasyVVUQ
Table of contents
EasyVVUQ installation
Conceptual basis
EasyVVUQ API Reference
Tutorials
EasyVVUQ
Index
Index
A
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B
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C
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D
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E
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F
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G
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H
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I
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J
|
L
|
M
|
N
|
O
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P
|
Q
|
R
|
S
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T
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U
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V
|
W
|
Y
A
ActionPool (class in easyvvuq.actions.action_statuses)
Actions (class in easyvvuq.actions.execute_local)
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.ensemble_boot.EnsembleBootMultiple method)
(easyvvuq.analysis.fd_analysis.FDAnalysis 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 property)
(easyvvuq.sampling.fd.FDSampler property)
(easyvvuq.sampling.mc_sampler.MCSampler property)
(easyvvuq.sampling.mcmc.MCMCSampler property)
(easyvvuq.sampling.pce.PCESampler property)
(easyvvuq.sampling.qmc.QMCSampler property)
(easyvvuq.sampling.random.RandomSampler property)
(easyvvuq.sampling.replica_sampler.ReplicaSampler property)
(easyvvuq.sampling.stochastic_collocation.SCSampler property)
AnalysisResults (class in easyvvuq.analysis.results)
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)
BaseSamplingElement (class in easyvvuq.sampling.base)
BasicStats (class in easyvvuq.analysis.basic_stats)
BasicSweep (class in easyvvuq.sampling.sweep)
bootstrap() (in module easyvvuq.analysis.ensemble_boot)
C
Campaign (class in easyvvuq.campaign)
campaign_dir (easyvvuq.campaign.Campaign property)
campaign_dir() (easyvvuq.db.base.BaseCampaignDB method)
(easyvvuq.db.sql.CampaignDB method)
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)
cholesky() (easyvvuq.sampling.transformations.Transformations static method)
CleanUp (class in easyvvuq.actions.execute_local)
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)
contains_nan() (easyvvuq.analysis.qmc_analysis.QMCAnalysis method)
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_mask() (easyvvuq.analysis.qmc_analysis.QMCAnalysis 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)
derivatives_first() (easyvvuq.analysis.results.AnalysisResults method)
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.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.fd_analysis
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.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.robust_csv
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.fd
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.sampling.transformations
module
easyvvuq.utils
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 property)
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.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.ensemble_boot.EnsembleBootMultiple method)
(easyvvuq.analysis.fd_analysis.FDAnalysis 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.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.ensemble_boot.EnsembleBootMultiple method)
(easyvvuq.analysis.fd_analysis.FDAnalysis 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.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)
EnsembleBootMultiple (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)
executor (easyvvuq.actions.execute_qcgpj.QCGPJPool property)
F
FDAnalysis (class in easyvvuq.analysis.fd_analysis)
FDSampler (class in easyvvuq.sampling.fd)
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)
generate_nodes() (easyvvuq.sampling.fd.FDSampler 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.fd_analysis.PCEAnalysisResults method)
(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
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 property)
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.fd.FDSampler 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.sampling.base.BaseSamplingElement attribute)
(easyvvuq.sampling.replica_sampler.ReplicaSampler property)
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)
module
easyvvuq.actions
easyvvuq.actions.action_statuses
easyvvuq.actions.execute_kubernetes
easyvvuq.actions.execute_local
easyvvuq.actions.execute_qcgpj
easyvvuq.actions.execute_qcgpj_task
easyvvuq.actions.execute_slurm
easyvvuq.analysis
easyvvuq.analysis.base
easyvvuq.analysis.basic_stats
easyvvuq.analysis.ensemble_boot
easyvvuq.analysis.fd_analysis
easyvvuq.analysis.gp_analyse
easyvvuq.analysis.mcmc
easyvvuq.analysis.pce_analysis
easyvvuq.analysis.qmc_analysis
easyvvuq.analysis.results
easyvvuq.analysis.sc_analysis
easyvvuq.analysis.ssc_analysis
easyvvuq.campaign
easyvvuq.comparison
easyvvuq.comparison.base
easyvvuq.comparison.validate
easyvvuq.constants
easyvvuq.data_structs
easyvvuq.db
easyvvuq.db.base
easyvvuq.db.sql
easyvvuq.decoders
easyvvuq.decoders.hdf5
easyvvuq.decoders.json
easyvvuq.decoders.robust_csv
easyvvuq.decoders.simple_csv
easyvvuq.decoders.yaml
easyvvuq.encoders
easyvvuq.encoders.copy_encoder
easyvvuq.encoders.directory_builder
easyvvuq.encoders.generic_template
easyvvuq.encoders.jinja_encoder
easyvvuq.encoders.multiencoder
easyvvuq.params_specification
easyvvuq.sampling
easyvvuq.sampling.base
easyvvuq.sampling.csv_sampler
easyvvuq.sampling.dataframe_sampler
easyvvuq.sampling.empty
easyvvuq.sampling.fd
easyvvuq.sampling.grid_sampler
easyvvuq.sampling.mc_sampler
easyvvuq.sampling.mcmc
easyvvuq.sampling.pce
easyvvuq.sampling.qmc
easyvvuq.sampling.quasirandom
easyvvuq.sampling.random
easyvvuq.sampling.replica_sampler
easyvvuq.sampling.sampler_of_samplers
easyvvuq.sampling.simplex_stochastic_collocation
easyvvuq.sampling.stochastic_collocation
easyvvuq.sampling.sweep
easyvvuq.sampling.transformations
easyvvuq.utils
easyvvuq.utils.helpers
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 property)
n_elements (easyvvuq.sampling.simplex_stochastic_collocation.SSCSampler property)
n_samples (easyvvuq.sampling.fd.FDSampler property)
(easyvvuq.sampling.pce.PCESampler property)
(easyvvuq.sampling.qmc.QMCSampler property)
(easyvvuq.sampling.simplex_stochastic_collocation.SSCSampler property)
(easyvvuq.sampling.stochastic_collocation.SCSampler property)
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)
NEW (easyvvuq.constants.Status attribute)
next_level_sparse_grid() (easyvvuq.sampling.stochastic_collocation.SCSampler method)
O
OutputType (class in easyvvuq.constants)
P
ParamsSpecification (class in easyvvuq.params_specification)
parse_sim_output() (easyvvuq.decoders.hdf5.HDF5 method)
(easyvvuq.decoders.json.JSONDecoder method)
(easyvvuq.decoders.robust_csv.RobustCSV method)
(easyvvuq.decoders.simple_csv.SimpleCSV method)
PCEAnalysis (class in easyvvuq.analysis.pce_analysis)
PCEAnalysisResults (class in easyvvuq.analysis.fd_analysis)
(class in easyvvuq.analysis.pce_analysis)
PCESampler (class in easyvvuq.sampling.pce)
permute_problem() (easyvvuq.sampling.fd.FDSampler method)
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 property)
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)
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)
RobustCSV (class in easyvvuq.decoders.robust_csv)
rosenblatt() (easyvvuq.sampling.transformations.Transformations static method)
run() (easyvvuq.db.base.BaseCampaignDB method)
(easyvvuq.db.sql.CampaignDB method)
run_ids() (easyvvuq.db.sql.CampaignDB method)
RunInfo (class in easyvvuq.data_structs)
runs() (easyvvuq.db.base.BaseCampaignDB method)
(easyvvuq.db.sql.CampaignDB method)
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_id (easyvvuq.sampling.base.BaseSamplingElement property)
sampler_name (easyvvuq.sampling.csv_sampler.CSVSampler attribute)
(easyvvuq.sampling.dataframe_sampler.DataFrameSampler attribute)
(easyvvuq.sampling.empty.EmptySampler attribute)
(easyvvuq.sampling.fd.FDSampler 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)
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)
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.fd_analysis.PCEAnalysisResults method)
(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.fd_analysis.PCEAnalysisResults method)
(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)
Transformations (class in easyvvuq.sampling.transformations)
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)
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)