Index

A

apply_inverse_shift() (romtools.vector_space.utils.shifter.Shifter method) apply_shift() (romtools.vector_space.utils.shifter.Shifter method)

argmax() (in module romtools.linalg.linalg) assert_axis_is_none_or_within_rank() (in module romtools.linalg.parallel_utils)

B

BasisSizeTruncater (class in romtools.vector_space.utils.truncater)

bound_samples() (romtools.workflows.parameter_spaces.BoundedParameterSpace method) BoundedParameterSpace (class in romtools.workflows.parameter_spaces)

C

CompositeVectorSpace (class in romtools.composite_vector_space) compute_error_estimate() (romtools.workflows.models.QoiModelWithErrorEstimate method) compute_mf_eki_update() (in module romtools.workflows.inverse.mf_eki_drivers) compute_qoi() (romtools.workflows.models.QoiModel method) compute_reduced_states() (romtools.workflows.residual_evaluator.ResidualEvaluator method) (romtools.workflows.residual_evaluator.TransientResidualEvaluator method)

ConstParameterSpace (class in romtools.workflows.parameter_spaces) create_average_shifter() (in module romtools.vector_space.utils.shifter) create_constant_shifter() (in module romtools.vector_space.utils.shifter) create_empty_dir() (in module romtools.workflows.workflow_utils) create_firstvec_shifter() (in module romtools.vector_space.utils.shifter) create_noop_shifter() (in module romtools.vector_space.utils.shifter) create_vector_shifter() (in module romtools.vector_space.utils.shifter)

D

deim_get_approximation_matrix() (in module romtools.hyper_reduction.deim) deim_get_indices() (in module romtools.hyper_reduction.deim)

deim_get_test_basis() (in module romtools.hyper_reduction.deim) DictionaryVectorSpace (class in romtools.vector_space) distribute_array_impl() (in module romtools.linalg.parallel_utils)

E

ecsw_fixed_test_basis() (in module romtools.hyper_reduction.ecsw) ecsw_lspg_zero_residual() (in module romtools.hyper_reduction.ecsw) ecsw_varying_test_basis() (in module romtools.hyper_reduction.ecsw) ECSWsolver (class in romtools.hyper_reduction.ecsw) ECSWsolverNNLS (class in romtools.hyper_reduction.ecsw) EmptyParameterSpace (class in romtools.workflows.parameter_spaces) EnergyBasedTruncater (class in romtools.vector_space.utils.truncater) EuclideanL2Orthogonalizer (class in romtools.vector_space.utils.orthogonalizer) EuclideanMatrixWeightedL2Orthogonalizer (class in romtools.vector_space.utils.orthogonalizer) EuclideanVectorWeightedL2Orthogonalizer (class in romtools.vector_space.utils.orthogonalizer)

evaluate_and_load_steady_residual_and_jacobian_snapshots() (in module romtools.workflows.residual_evaluator) evaluate_and_load_steady_residual_snapshots() (in module romtools.workflows.residual_evaluator) evaluate_and_load_unsteady_residual_and_jacobian_snapshots() (in module romtools.workflows.residual_evaluator) evaluate_and_load_unsteady_residual_snapshots() (in module romtools.workflows.residual_evaluator) evaluate_full_residuals() (romtools.workflows.residual_evaluator.ResidualEvaluator method) (romtools.workflows.residual_evaluator.TransientResidualEvaluator method) evaluate_full_residuals_and_jacobian_basis_products() (romtools.workflows.residual_evaluator.ResidualEvaluator method) (romtools.workflows.residual_evaluator.TransientResidualEvaluator method) exodus_ouput() (in module romtools.vector_space.utils.outputter) extents() (romtools.vector_space.VectorSpace method)

F

format_file() (in module romtools.workflows.formatting)

format_files() (in module romtools.workflows.formatting) format_text() (in module romtools.workflows.formatting)

G

GaussianParameter (class in romtools.workflows.parameters) GaussianParameterSpace (class in romtools.workflows.parameter_spaces) GaussianProcessKernel (class in romtools.rom.qoi_surrogates) GaussianProcessQoiModel (class in romtools.rom.qoi_surrogates) generate_local_and_global_arrays_from_example_impl() (in module romtools.linalg.parallel_utils) generate_random_local_and_global_arrays_impl() (in module romtools.linalg.parallel_utils) generate_samples() (romtools.workflows.parameter_spaces.EmptyParameterSpace method) (romtools.workflows.parameter_spaces.HeterogeneousParameterSpace method) (romtools.workflows.parameter_spaces.ParameterSpace method) get_basis() (romtools.vector_space.DictionaryVectorSpace method) (romtools.vector_space.VectorSpace method) (romtools.vector_space.VectorSpaceFromPOD method) get_dimensionality() (romtools.workflows.parameter_spaces.EmptyParameterSpace method) (romtools.workflows.parameter_spaces.HeterogeneousParameterSpace method) (romtools.workflows.parameter_spaces.ParameterSpace method) (romtools.workflows.parameters.GaussianParameter method) (romtools.workflows.parameters.Parameter method) (romtools.workflows.parameters.ScipyDistributionParameter method) (romtools.workflows.parameters.StringParameter method) (romtools.workflows.parameters.TriangularParameter method) (romtools.workflows.parameters.UniformParameter method)

get_energy() (romtools.vector_space.utils.truncater.BasisSizeTruncater method) (romtools.vector_space.utils.truncater.EnergyBasedTruncater method) get_name() (romtools.workflows.parameters.GaussianParameter method) (romtools.workflows.parameters.Parameter method) (romtools.workflows.parameters.ScipyDistributionParameter method) (romtools.workflows.parameters.StringParameter method) (romtools.workflows.parameters.TriangularParameter method) (romtools.workflows.parameters.UniformParameter method) get_names() (romtools.workflows.parameter_spaces.EmptyParameterSpace method) (romtools.workflows.parameter_spaces.HeterogeneousParameterSpace method) (romtools.workflows.parameter_spaces.ParameterSpace method) get_shift_vector() (romtools.vector_space.DictionaryVectorSpace method) (romtools.vector_space.utils.shifter.Shifter method) (romtools.vector_space.VectorSpace method) (romtools.vector_space.VectorSpaceFromPOD method) get_singular_values() (romtools.vector_space.VectorSpaceFromPOD method) get_times() (romtools.workflows.residual_evaluator.TransientResidualEvaluator method)

H

hdf5_output() (in module romtools.vector_space.utils.outputter)

HeterogeneousParameterSpace (class in romtools.workflows.parameter_spaces) HomogeneousParameterSpace (class in romtools.workflows.parameter_spaces)

I

initialize_scalings() (romtools.vector_space.utils.scaler.VariableScaler method)

L

LatinHypercubeSampler() (in module romtools.workflows.sampling_methods)

LeftSingularVectorTruncater (class in romtools.vector_space.utils.truncater)

M

max() (in module romtools.linalg.linalg) mean() (in module romtools.linalg.linalg) mf_eki_with_auto_rom() (in module romtools.workflows.inverse.mf_eki_drivers) min() (in module romtools.linalg.linalg) Model (class in romtools.workflows.models) ModelBuilder (class in romtools.workflows.model_builders) module romtools romtools.composite_vector_space romtools.hyper_reduction romtools.hyper_reduction.deim romtools.hyper_reduction.ecsw romtools.linalg romtools.linalg.linalg romtools.linalg.parallel_utils romtools.rom romtools.rom.projections romtools.rom.qoi_surrogates romtools.vector_space romtools.vector_space.utils romtools.vector_space.utils.orthogonalizer romtools.vector_space.utils.outputter romtools.vector_space.utils.scaler romtools.vector_space.utils.shifter romtools.vector_space.utils.svd_method_of_snapshots romtools.vector_space.utils.truncater romtools.workflows romtools.workflows.dakota romtools.workflows.dakota.dakota_coupler romtools.workflows.formatting romtools.workflows.greedy romtools.workflows.inverse romtools.workflows.inverse.eki_drivers romtools.workflows.inverse.eki_utils romtools.workflows.inverse.mf_eki_drivers romtools.workflows.model_builders romtools.workflows.models romtools.workflows.parameter_spaces romtools.workflows.parameters romtools.workflows.residual_evaluator romtools.workflows.sampling romtools.workflows.sampling_methods romtools.workflows.sampling_with_holdout romtools.workflows.sampling_with_holdout.sampling_with_holdout romtools.workflows.workflow_utils

MonteCarloSampler() (in module romtools.workflows.sampling_methods) move_distributed_linear_system_to_rank_zero() (in module romtools.linalg.linalg) multi_state_deim_get_indices() (in module romtools.hyper_reduction.deim) multi_state_deim_get_test_basis() (in module romtools.hyper_reduction.deim)

N

NoOpOrthogonalizer (class in romtools.vector_space.utils.orthogonalizer) NoOpScaler (class in romtools.vector_space.utils.scaler)

NoOpTruncater (class in romtools.vector_space.utils.truncater) npz_output() (in module romtools.vector_space.utils.outputter)

O

optimal_l2_projection() (in module romtools.rom.projections) orthogonalize() (romtools.vector_space.utils.orthogonalizer.EuclideanL2Orthogonalizer method) (romtools.vector_space.utils.orthogonalizer.EuclideanMatrixWeightedL2Orthogonalizer method) (romtools.vector_space.utils.orthogonalizer.EuclideanVectorWeightedL2Orthogonalizer method) (romtools.vector_space.utils.orthogonalizer.NoOpOrthogonalizer method)

Orthogonalizer (class in romtools.vector_space.utils.orthogonalizer)

P

Parameter (class in romtools.workflows.parameters) ParameterSpace (class in romtools.workflows.parameter_spaces) pinv() (in module romtools.linalg.linalg) populate_run_directory() (romtools.workflows.models.Model method) post_scale() (romtools.vector_space.utils.scaler.NoOpScaler method) (romtools.vector_space.utils.scaler.ScalarScaler method) (romtools.vector_space.utils.scaler.Scaler method) (romtools.vector_space.utils.scaler.VariableAndVectorScaler method) (romtools.vector_space.utils.scaler.VariableScaler method) (romtools.vector_space.utils.scaler.VectorScaler method)

pre_scale() (romtools.vector_space.utils.scaler.NoOpScaler method) (romtools.vector_space.utils.scaler.ScalarScaler method) (romtools.vector_space.utils.scaler.Scaler method) (romtools.vector_space.utils.scaler.VariableAndVectorScaler method) (romtools.vector_space.utils.scaler.VariableScaler method) (romtools.vector_space.utils.scaler.VectorScaler method) prepare_and_run() (in module romtools.workflows.inverse.eki_utils) product() (in module romtools.linalg.linalg)

Q

QoiModel (class in romtools.workflows.models) QoiModelBuilder (class in romtools.workflows.model_builders)

QoiModelBuilderWithTrainingData (class in romtools.workflows.model_builders) QoiModelWithErrorEstimate (class in romtools.workflows.models) QoiModelWithErrorEstimateBuilder (class in romtools.workflows.model_builders)

R

ResidualEvaluator (class in romtools.workflows.residual_evaluator) romtools module romtools.composite_vector_space module romtools.hyper_reduction module romtools.hyper_reduction.deim module romtools.hyper_reduction.ecsw module romtools.linalg module romtools.linalg.linalg module romtools.linalg.parallel_utils module romtools.rom module romtools.rom.projections module romtools.rom.qoi_surrogates module romtools.vector_space module romtools.vector_space.utils module romtools.vector_space.utils.orthogonalizer module romtools.vector_space.utils.outputter module romtools.vector_space.utils.scaler module romtools.vector_space.utils.shifter module romtools.vector_space.utils.svd_method_of_snapshots module romtools.vector_space.utils.truncater module romtools.workflows module romtools.workflows.dakota module

romtools.workflows.dakota.dakota_coupler module romtools.workflows.formatting module romtools.workflows.greedy module romtools.workflows.inverse module romtools.workflows.inverse.eki_drivers module romtools.workflows.inverse.eki_utils module romtools.workflows.inverse.mf_eki_drivers module romtools.workflows.model_builders module romtools.workflows.models module romtools.workflows.parameter_spaces module romtools.workflows.parameters module romtools.workflows.residual_evaluator module romtools.workflows.sampling module romtools.workflows.sampling_methods module romtools.workflows.sampling_with_holdout module romtools.workflows.sampling_with_holdout.sampling_with_holdout module romtools.workflows.workflow_utils module run_eki() (in module romtools.workflows.inverse) (in module romtools.workflows.inverse.eki_drivers) run_eki_iteration() (in module romtools.workflows.inverse.eki_utils) run_greedy() (in module romtools.workflows.greedy) run_mf_eki() (in module romtools.workflows.inverse) (in module romtools.workflows.inverse.mf_eki_drivers) run_model() (in module romtools.workflows.workflow_utils) (romtools.workflows.models.Model method) run_model_for_dakota() (in module romtools.workflows.dakota.dakota_coupler) run_sampling_with_holdout() (in module romtools.workflows.sampling_with_holdout.sampling_with_holdout)

S

Sampler (class in romtools.workflows.sampling_methods) ScalarScaler (class in romtools.vector_space.utils.scaler) scale_samples() (romtools.workflows.parameters.GaussianParameter method) (romtools.workflows.parameters.Parameter method) (romtools.workflows.parameters.ScipyDistributionParameter method) (romtools.workflows.parameters.StringParameter method) (romtools.workflows.parameters.TriangularParameter method) (romtools.workflows.parameters.UniformParameter method)

Scaler (class in romtools.vector_space.utils.scaler) ScipyDistributionParameter (class in romtools.workflows.parameters) setup_directory() (in module romtools.workflows.workflow_utils) Shifter (class in romtools.vector_space.utils.shifter) std() (in module romtools.linalg.linalg) StringParameter (class in romtools.workflows.parameters) SvdMethodOfSnapshots (class in romtools.vector_space.utils.svd_method_of_snapshots) SvdMethodOfSnapshotsForQr (class in romtools.vector_space.utils.svd_method_of_snapshots)

T

thin_svd() (in module romtools.linalg.linalg) TransientResidualEvaluator (class in romtools.workflows.residual_evaluator) TriangularParameter (class in romtools.workflows.parameters)

truncate() (romtools.vector_space.utils.truncater.BasisSizeTruncater method) (romtools.vector_space.utils.truncater.EnergyBasedTruncater method) (romtools.vector_space.utils.truncater.LeftSingularVectorTruncater method)

U

UniformParameter (class in romtools.workflows.parameters)

UniformParameterSpace (class in romtools.workflows.parameter_spaces)

V

VariableAndVectorScaler (class in romtools.vector_space.utils.scaler) VariableScaler (class in romtools.vector_space.utils.scaler)

VectorScaler (class in romtools.vector_space.utils.scaler) VectorSpace (class in romtools.vector_space) VectorSpaceFromPOD (class in romtools.vector_space)