Index _ | A | B | C | D | E | F | G | H | I | J | L | M | N | O | P | Q | R | S | T | U | V | W _ __init__() (romtools.workflows.uq.MonteCarloResult method) (romtools.workflows.uq.MultifidelityMonteCarloResult method) A AdamSolver (class in romtools.workflows.inverse.vi_optimization_methods) allocate_samples_from_pilot() (in module romtools.workflows.uq.sample_allocation) 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 BaseCaller (class in romtools.hpc.components) (class in romtools.hpc.components.caller) BaseDispatcher (class in romtools.hpc) (class in romtools.hpc.dispatchers) (class in romtools.hpc.dispatchers.base_dispatcher) BaseFileManager (class in romtools.hpc.components) (class in romtools.hpc.components.file_manager) BaseTransferManager (class in romtools.hpc.components) (class in romtools.hpc.components.transfer_manager) basis_mode (romtools.hyper_reduction.deim.DEIM property) basis_sizes (romtools.hyper_reduction.deim.DEIM property) BasisSizeTruncater (class in romtools.vector_space.utils.truncater) bound_samples() (romtools.workflows.parameter_spaces.BoundedParameterSpace method) BoundedParameterSpace (class in romtools.workflows.parameter_spaces) build_call_command() (in module romtools.hpc.components.caller) build_call_runner() (in module romtools.hpc.components.call_runner) C call() (romtools.hpc.BaseDispatcher method) (romtools.hpc.dispatchers.base_dispatcher.BaseDispatcher method) (romtools.hpc.dispatchers.BaseDispatcher method) CampaignComponent (class in romtools.hpc.components.component) close() (romtools.hpc.Connection method) (romtools.hpc.connection.Connection method) collect_results() (romtools.hpc.BaseDispatcher method) (romtools.hpc.components.BaseTransferManager method) (romtools.hpc.components.RemoteTransferManager method) (romtools.hpc.components.transfer_manager.BaseTransferManager method) (romtools.hpc.components.transfer_manager.RemoteTransferManager method) (romtools.hpc.dispatchers.base_dispatcher.BaseDispatcher method) (romtools.hpc.dispatchers.BaseDispatcher method) Component (class in romtools.hpc.components) (class in romtools.hpc.components.component) 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_monte_carlo_statistics() (in module romtools.workflows.uq.statistics) compute_multifidelity_statistics() (in module romtools.workflows.uq.statistics) compute_paired_statistics() (in module romtools.workflows.uq.statistics) compute_qoi() (romtools.workflows.models.QoiModel method) compute_reduced_states() (romtools.workflows.residual_evaluator.ResidualEvaluator method) (romtools.workflows.residual_evaluator.TransientResidualEvaluator method) Configuration (class in romtools.hpc) (class in romtools.hpc.configuration) ConfigurationError, [1] Connection (class in romtools.hpc) (class in romtools.hpc.connection) ConstParameterSpace (class in romtools.workflows.parameter_spaces) correlation_cholesky_from_covariance() (in module romtools.workflows.inverse.full_covariance_vi) covariance_from_cholesky() (in module romtools.workflows.inverse.full_covariance_vi) 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_slurm_script() (in module romtools.hpc.components.slurm) create_streaming_average_shifter() (in module romtools.vector_space.utils.shifter) create_streaming_firstvec_shifter() (in module romtools.vector_space.utils.shifter) create_tarball() (in module romtools.hpc.components.archive) create_vector_shifter() (in module romtools.vector_space.utils.shifter) D defaults() (romtools.hpc.Configuration class method) (romtools.hpc.configuration.Configuration class method) DEIM (class in romtools.hyper_reduction.deim) 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) distributed_svd() (in module romtools.linalg.linalg) DistributedSvd (class in romtools.linalg) (class in romtools.linalg.linalg) 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) entropy() (in module romtools.workflows.inverse.full_covariance_vi) estimate_natural_gradient() (in module romtools.workflows.inverse.full_covariance_vi) estimate_ordinary_hessian() (in module romtools.workflows.inverse.full_covariance_newton) estimate_pairwise_lipschitz_constant() (in module romtools.rom.neural_network_surrogate) 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) from_basis() (romtools.hyper_reduction.deim.DEIM class method) from_snapshots() (romtools.hyper_reduction.deim.DEIM class method) function_basis (romtools.hyper_reduction.deim.DEIM property) 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.MultivariateGaussianParameterSpace method) (romtools.workflows.parameter_spaces.ParameterSpace method) get() (romtools.hpc.components.file_manager.LocalFileManager method) (romtools.hpc.components.LocalFileManager method) (romtools.hpc.Connection method) (romtools.hpc.connection.Connection method) get_basis() (romtools.vector_space.DictionaryVectorSpace method) (romtools.vector_space.VectorSpace method) (romtools.vector_space.VectorSpaceFromPOD method) (romtools.vector_space.VectorSpaceFromStreamingPOD method) get_dimensionality() (romtools.workflows.parameter_spaces.EmptyParameterSpace method) (romtools.workflows.parameter_spaces.HeterogeneousParameterSpace method) (romtools.workflows.parameter_spaces.MultivariateGaussianParameterSpace 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.MultivariateGaussianParameterSpace 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) (romtools.vector_space.VectorSpaceFromStreamingPOD method) get_singular_values() (romtools.vector_space.VectorSpaceFromPOD method) (romtools.vector_space.VectorSpaceFromStreamingPOD 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 infer_svec_dimension() (in module romtools.workflows.inverse.full_covariance_vi) initialize_scalings() (romtools.vector_space.utils.scaler.VariableScaler method) initialize_scalings_from_loader() (romtools.vector_space.utils.scaler.StreamingScaler method) (romtools.vector_space.utils.scaler.VariableScaler method) initialize_shift_vector_from_loader() (romtools.vector_space.utils.shifter.StreamingShifter method) is_slurm_exitcode() (in module romtools.hpc.components.slurm) J job_directory() (romtools.hpc.components.component.CampaignComponent method) L LatinHypercubeSampler() (in module romtools.workflows.sampling_methods) LeftSingularVectorTruncater (class in romtools.vector_space.utils.truncater) LipschitzConfig (class in romtools.rom.neural_network_surrogate) LipschitzNeuralNetworkQoiModel (class in romtools.rom.neural_network_surrogate) load_restart_state_dict() (romtools.workflows.inverse.vi_optimization_methods.AdamSolver method) local() (romtools.hpc.Connection method) (romtools.hpc.connection.Connection method) local_column_range() (in module romtools.linalg.linalg) LocalCaller (class in romtools.hpc.components) (class in romtools.hpc.components.caller) LocalDispatcher (class in romtools.hpc) (class in romtools.hpc.dispatchers) (class in romtools.hpc.dispatchers.local_dispatcher) LocalFileManager (class in romtools.hpc.components) (class in romtools.hpc.components.file_manager) LocalTransferManager (class in romtools.hpc.components) (class in romtools.hpc.components.transfer_manager) log_density() (in module romtools.workflows.inverse.full_covariance_vi) Logger (class in romtools.hpc) (class in romtools.hpc.logger) M marginal_std_from_cholesky() (in module romtools.workflows.inverse.full_covariance_vi) matches_everything() (in module romtools.hpc.components.archive) max() (in module romtools.linalg.linalg) mean() (in module romtools.linalg.linalg) mf_eki_with_auto_rom() (in module romtools.workflows.inverse.eki_bound_transforms) mf_vi_with_auto_rom() (in module romtools.workflows.inverse.full_covariance_auto_mf_vi) (in module romtools.workflows.inverse.full_covariance_lagged_newton) (in module romtools.workflows.inverse.full_covariance_mf_vi_drivers) (in module romtools.workflows.inverse.full_covariance_newton) (in module romtools.workflows.inverse.vi_run_directory_policy) (in module romtools.workflows.inverse.vi_sample_reuse) 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.hpc romtools.hpc.components romtools.hpc.components.archive romtools.hpc.components.call_runner romtools.hpc.components.caller romtools.hpc.components.component romtools.hpc.components.file_manager romtools.hpc.components.slurm romtools.hpc.components.slurm_job_manager romtools.hpc.components.transfer_manager romtools.hpc.configuration romtools.hpc.connection romtools.hpc.dispatchers romtools.hpc.dispatchers.base_dispatcher romtools.hpc.dispatchers.local_dispatcher romtools.hpc.dispatchers.remote_dispatcher romtools.hpc.dispatchers.resolve romtools.hpc.logger romtools.hyper_reduction romtools.hyper_reduction.deim romtools.hyper_reduction.ecsw romtools.linalg romtools.linalg.linalg romtools.linalg.parallel_utils romtools.rom romtools.rom.neural_network_surrogate 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.snapshot_loader 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.bfgs_drivers romtools.workflows.inverse.ego_drivers romtools.workflows.inverse.ego_optimization_methods romtools.workflows.inverse.eki_bound_transforms romtools.workflows.inverse.eki_drivers romtools.workflows.inverse.full_covariance_auto_mf_vi romtools.workflows.inverse.full_covariance_lagged_newton romtools.workflows.inverse.full_covariance_mf_vi_drivers romtools.workflows.inverse.full_covariance_newton romtools.workflows.inverse.full_covariance_router romtools.workflows.inverse.full_covariance_vi romtools.workflows.inverse.full_covariance_vi_drivers romtools.workflows.inverse.mf_eki_drivers romtools.workflows.inverse.mf_vi_drivers romtools.workflows.inverse.mf_vi_rom_substeps romtools.workflows.inverse.vi_default_policy romtools.workflows.inverse.vi_drivers romtools.workflows.inverse.vi_optimization_methods romtools.workflows.inverse.vi_run_directory_policy romtools.workflows.inverse.vi_sample_reuse romtools.workflows.inverse.vi_sample_reuse_hessian 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.uq romtools.workflows.uq.monte_carlo romtools.workflows.uq.sample_allocation romtools.workflows.uq.statistics romtools.workflows.workflow_utils MonteCarloDryRunResult (class in romtools.workflows.uq.monte_carlo) MonteCarloResult (class in romtools.workflows.uq), [1] (class in romtools.workflows.uq.monte_carlo) MonteCarloSampler() (in module romtools.workflows.sampling_methods) MonteCarloStatistics (class in romtools.workflows.uq.statistics) 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) MultifidelityMonteCarloResult (class in romtools.workflows.uq), [1] (class in romtools.workflows.uq.monte_carlo) MultifidelityStatistics (class in romtools.workflows.uq.statistics) MultivariateGaussianParameterSpace (class in romtools.workflows.parameter_spaces) N natural_score_terms() (in module romtools.workflows.inverse.full_covariance_vi) NeuralNetworkConfig (class in romtools.rom.qoi_surrogates) NeuralNetworkQoiModel (class in romtools.rom.qoi_surrogates) NeuralNetworkQoiModelBuilderWithTrainingData (class in romtools.rom.neural_network_surrogate) NewtonSolver (class in romtools.workflows.inverse.vi_optimization_methods) NoOpOrthogonalizer (class in romtools.vector_space.utils.orthogonalizer) NoOpScaler (class in romtools.vector_space.utils.scaler) NoOpTruncater (class in romtools.vector_space.utils.truncater) np_savez() (romtools.hpc.components.file_manager.LocalFileManager method) (romtools.hpc.components.file_manager.RemoteFileManager method) (romtools.hpc.components.LocalFileManager method) (romtools.hpc.components.RemoteFileManager method) npz_output() (in module romtools.vector_space.utils.outputter) O optimal_l2_projection() (in module romtools.rom.projections) option_name() (in module romtools.hpc.configuration) 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 pack() (in module romtools.hpc.components.call_runner) packed_direction_to_covariance() (in module romtools.workflows.inverse.full_covariance_vi) Parameter (class in romtools.workflows.parameters) ParameterSpace (class in romtools.workflows.parameter_spaces) PilotSampleAllocation (class in romtools.workflows.uq.sample_allocation) 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_gradient() (romtools.workflows.inverse.vi_optimization_methods.AdamSolver method) print_help() (in module romtools.hpc.configuration) product() (in module romtools.linalg.linalg) project_test_basis() (romtools.hyper_reduction.deim.DEIM method) put() (romtools.hpc.components.file_manager.LocalFileManager method) (romtools.hpc.components.LocalFileManager method) (romtools.hpc.Connection method) (romtools.hpc.connection.Connection method) Q QDEIM (class in romtools.hyper_reduction.deim) qdeim_get_indices() (in module romtools.hyper_reduction.deim) 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 RandomizedQuasiMonteCarloSampler() (in module romtools.workflows.sampling_methods) read_text() (romtools.hpc.components.file_manager.LocalFileManager method) (romtools.hpc.components.file_manager.RemoteFileManager method) (romtools.hpc.components.LocalFileManager method) (romtools.hpc.components.RemoteFileManager method) reconstruct() (romtools.hyper_reduction.deim.DEIM method) reconstruction_matrix() (romtools.hyper_reduction.deim.DEIM method) RemoteCaller (class in romtools.hpc.components) (class in romtools.hpc.components.caller) RemoteDispatcher (class in romtools.hpc) (class in romtools.hpc.dispatchers) (class in romtools.hpc.dispatchers.remote_dispatcher) RemoteFileManager (class in romtools.hpc.components) (class in romtools.hpc.components.file_manager) RemoteTransferManager (class in romtools.hpc.components) (class in romtools.hpc.components.transfer_manager) remove_dir() (romtools.hpc.components.BaseFileManager method) (romtools.hpc.components.file_manager.BaseFileManager method) (romtools.hpc.components.file_manager.LocalFileManager method) (romtools.hpc.components.file_manager.RemoteFileManager method) (romtools.hpc.components.LocalFileManager method) (romtools.hpc.components.RemoteFileManager method) rescale_cholesky_marginals() (in module romtools.workflows.inverse.full_covariance_vi) ResidualEvaluator (class in romtools.workflows.residual_evaluator) resolve_dispatcher() (in module romtools.hpc) (in module romtools.hpc.dispatchers) (in module romtools.hpc.dispatchers.resolve) resolve_local_dispatcher() (in module romtools.hpc) (in module romtools.hpc.dispatchers) (in module romtools.hpc.dispatchers.resolve) resolve_path() (romtools.hpc.components.file_manager.LocalFileManager method) (romtools.hpc.components.file_manager.RemoteFileManager method) (romtools.hpc.components.LocalFileManager method) (romtools.hpc.components.RemoteFileManager method) resolve_target() (in module romtools.hpc.components.call_runner) resolved_learning_rate() (romtools.workflows.inverse.vi_optimization_methods.AdamSolver method) restart_state_dict() (romtools.workflows.inverse.vi_optimization_methods.AdamSolver method) restore_rom_substeps() (in module romtools.workflows.inverse.mf_vi_rom_substeps) Result (class in romtools.hpc) (class in romtools.hpc.connection) retract_covariance() (in module romtools.workflows.inverse.full_covariance_vi) robust_cholesky() (in module romtools.workflows.inverse.full_covariance_vi) romtools module romtools.composite_vector_space module romtools.hpc module romtools.hpc.components module romtools.hpc.components.archive module romtools.hpc.components.call_runner module romtools.hpc.components.caller module romtools.hpc.components.component module romtools.hpc.components.file_manager module romtools.hpc.components.slurm module romtools.hpc.components.slurm_job_manager module romtools.hpc.components.transfer_manager module romtools.hpc.configuration module romtools.hpc.connection module romtools.hpc.dispatchers module romtools.hpc.dispatchers.base_dispatcher module romtools.hpc.dispatchers.local_dispatcher module romtools.hpc.dispatchers.remote_dispatcher module romtools.hpc.dispatchers.resolve module romtools.hpc.logger 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.neural_network_surrogate 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.snapshot_loader 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.bfgs_drivers module romtools.workflows.inverse.ego_drivers module romtools.workflows.inverse.ego_optimization_methods module romtools.workflows.inverse.eki_bound_transforms module romtools.workflows.inverse.eki_drivers module romtools.workflows.inverse.full_covariance_auto_mf_vi module romtools.workflows.inverse.full_covariance_lagged_newton module romtools.workflows.inverse.full_covariance_mf_vi_drivers module romtools.workflows.inverse.full_covariance_newton module romtools.workflows.inverse.full_covariance_router module romtools.workflows.inverse.full_covariance_vi module romtools.workflows.inverse.full_covariance_vi_drivers module romtools.workflows.inverse.mf_eki_drivers module romtools.workflows.inverse.mf_vi_drivers module romtools.workflows.inverse.mf_vi_rom_substeps module romtools.workflows.inverse.vi_default_policy module romtools.workflows.inverse.vi_drivers module romtools.workflows.inverse.vi_optimization_methods module romtools.workflows.inverse.vi_run_directory_policy module romtools.workflows.inverse.vi_sample_reuse module romtools.workflows.inverse.vi_sample_reuse_hessian 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.uq module romtools.workflows.uq.monte_carlo module romtools.workflows.uq.sample_allocation module romtools.workflows.uq.statistics module romtools.workflows.workflow_utils module run() (romtools.hpc.BaseDispatcher method) (romtools.hpc.Connection method) (romtools.hpc.connection.Connection method) (romtools.hpc.dispatchers.base_dispatcher.BaseDispatcher method) (romtools.hpc.dispatchers.BaseDispatcher method) (romtools.hpc.dispatchers.local_dispatcher.LocalDispatcher method) (romtools.hpc.dispatchers.LocalDispatcher method) (romtools.hpc.dispatchers.remote_dispatcher.RemoteDispatcher method) (romtools.hpc.dispatchers.RemoteDispatcher method) (romtools.hpc.LocalDispatcher method) (romtools.hpc.RemoteDispatcher method) run_batch_ego() (in module romtools.workflows.inverse.ego_drivers) run_bfgs() (in module romtools.workflows.inverse.bfgs_drivers) run_ego() (in module romtools.workflows.inverse.ego_drivers) run_eki() (in module romtools.workflows.inverse.eki_bound_transforms) run_greedy() (in module romtools.workflows.greedy) run_local_bash() (in module romtools.hpc.connection) run_mf_eki() (in module romtools.workflows.inverse.eki_bound_transforms) run_mf_vi() (in module romtools.workflows.inverse.full_covariance_lagged_newton) (in module romtools.workflows.inverse.full_covariance_mf_vi_drivers) (in module romtools.workflows.inverse.full_covariance_newton) (in module romtools.workflows.inverse.vi_run_directory_policy) (in module romtools.workflows.inverse.vi_sample_reuse) 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_monte_carlo() (in module romtools.workflows.uq), [1] (in module romtools.workflows.uq.monte_carlo) run_multifidelity_monte_carlo() (in module romtools.workflows.uq), [1] (in module romtools.workflows.uq.monte_carlo) run_sampling_with_holdout() (in module romtools.workflows.sampling_with_holdout.sampling_with_holdout) run_steepest_decent() (in module romtools.workflows.inverse.bfgs_drivers) run_steepest_descent() (in module romtools.workflows.inverse.bfgs_drivers) run_vi() (in module romtools.workflows.inverse.full_covariance_lagged_newton) (in module romtools.workflows.inverse.full_covariance_newton) (in module romtools.workflows.inverse.full_covariance_vi_drivers) (in module romtools.workflows.inverse.vi_run_directory_policy) (in module romtools.workflows.inverse.vi_sample_reuse) S safe_extract_tar() (in module romtools.hpc.components.archive) sample_all_states (romtools.hyper_reduction.deim.DEIM property) sample_indices (romtools.hyper_reduction.deim.DEIM property) 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) SlurmJobManager (class in romtools.hpc.components) (class in romtools.hpc.components.slurm_job_manager) SnapshotLoader (class in romtools.vector_space.utils.snapshot_loader) StagedCaller (class in romtools.hpc.components) (class in romtools.hpc.components.caller) state_sample_indices (romtools.hyper_reduction.deim.DEIM property) std() (in module romtools.linalg.linalg) SteepestDescentSolver (class in romtools.workflows.inverse.vi_optimization_methods) streaming_pod() (in module romtools.linalg.linalg) StreamingScaler (class in romtools.vector_space.utils.scaler) StreamingShifter (class in romtools.vector_space.utils.shifter) StringParameter (class in romtools.workflows.parameters) submit() (romtools.hpc.components.slurm_job_manager.SlurmJobManager method) (romtools.hpc.components.SlurmJobManager method) submit_job() (romtools.hpc.BaseDispatcher method) (romtools.hpc.dispatchers.base_dispatcher.BaseDispatcher method) (romtools.hpc.dispatchers.BaseDispatcher method) SvdMethodOfSnapshots (class in romtools.vector_space.utils.svd_method_of_snapshots) SvdMethodOfSnapshotsForQr (class in romtools.vector_space.utils.svd_method_of_snapshots) svec() (in module romtools.workflows.inverse.full_covariance_vi) svec_inverse() (in module romtools.workflows.inverse.full_covariance_vi) svec_size() (in module romtools.workflows.inverse.full_covariance_vi) 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) unpack() (in module romtools.hpc.components.call_runner) upload() (romtools.hpc.BaseDispatcher method) (romtools.hpc.components.BaseTransferManager method) (romtools.hpc.components.LocalTransferManager method) (romtools.hpc.components.RemoteTransferManager method) (romtools.hpc.components.transfer_manager.BaseTransferManager method) (romtools.hpc.components.transfer_manager.LocalTransferManager method) (romtools.hpc.components.transfer_manager.RemoteTransferManager method) (romtools.hpc.dispatchers.base_dispatcher.BaseDispatcher method) (romtools.hpc.dispatchers.BaseDispatcher method) V validate_file_patterns() (in module romtools.hpc.components.archive) 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) VectorSpaceFromStreamingPOD (class in romtools.vector_space) VIAdamOptimizerConfig (class in romtools.workflows.inverse.vi_optimization_methods) VIGradientOptimizerConfig (class in romtools.workflows.inverse.vi_optimization_methods) VILegacyLineSearchConfig (class in romtools.workflows.inverse.vi_optimization_methods) VINewtonOptimizerConfig (class in romtools.workflows.inverse.vi_optimization_methods) VISampleReuseConfig (class in romtools.workflows.inverse.vi_sample_reuse_hessian) VIStochasticNonmonotoneLineSearchConfig (class in romtools.workflows.inverse.vi_optimization_methods) W wait() (romtools.hpc.components.slurm_job_manager.SlurmJobManager method) (romtools.hpc.components.SlurmJobManager method) working_directory() (in module romtools.hpc.components.call_runner)