Index A | B | C | D | E | F | G | H | I | L | M | N | O | P | Q | R | S | T | U | V 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 close() (romtools.hpc.connection.Connection method) 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) Connection (class in romtools.hpc.connection) 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_slurm_script() (in module romtools.hpc.scheduler) 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) dispatch() (in module romtools.hpc.decorators) Dispatcher (class in romtools.hpc.dispatcher) DispatcherConfig (class in romtools.hpc.dispatcher_config) 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.MultivariateGaussianParameterSpace method) (romtools.workflows.parameter_spaces.ParameterSpace method) get() (romtools.hpc.connection.Connection 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.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) 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) load_snapshot() (in module romtools.linalg.linalg) local() (romtools.hpc.connection.Connection method) local_column_range() (in module romtools.linalg.linalg) 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) mf_vi_with_auto_rom() (in module romtools.workflows.inverse.mf_vi_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.hpc romtools.hpc.connection romtools.hpc.decorators romtools.hpc.dispatcher romtools.hpc.dispatcher_config romtools.hpc.logger romtools.hpc.scheduler 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.bfgs_drivers romtools.workflows.inverse.ego_drivers romtools.workflows.inverse.ego_optimization_methods romtools.workflows.inverse.eki_drivers romtools.workflows.inverse.mf_eki_drivers romtools.workflows.inverse.mf_vi_drivers romtools.workflows.inverse.vi_drivers romtools.workflows.inverse.vi_optimization_methods 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) MultivariateGaussianParameterSpace (class in romtools.workflows.parameter_spaces) N 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) 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) product() (in module romtools.linalg.linalg) put() (romtools.hpc.connection.Connection method) 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 RandomizedQuasiMonteCarloSampler() (in module romtools.workflows.sampling_methods) require_connection() (in module romtools.hpc.decorators) ResidualEvaluator (class in romtools.workflows.residual_evaluator) Result (class in romtools.hpc.connection) romtools module romtools.composite_vector_space module romtools.hpc module romtools.hpc.connection module romtools.hpc.decorators module romtools.hpc.dispatcher module romtools.hpc.dispatcher_config module romtools.hpc.logger module romtools.hpc.scheduler 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.bfgs_drivers module romtools.workflows.inverse.ego_drivers module romtools.workflows.inverse.ego_optimization_methods module romtools.workflows.inverse.eki_drivers module romtools.workflows.inverse.mf_eki_drivers module romtools.workflows.inverse.mf_vi_drivers module romtools.workflows.inverse.vi_drivers module romtools.workflows.inverse.vi_optimization_methods 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() (romtools.hpc.connection.Connection 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) (in module romtools.workflows.inverse.eki_drivers) run_greedy() (in module romtools.workflows.greedy) run_mf_eki() (in module romtools.workflows.inverse) (in module romtools.workflows.inverse.mf_eki_drivers) run_mf_vi() (in module romtools.workflows.inverse.mf_vi_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) 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) (in module romtools.workflows.inverse.vi_drivers) 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) snapshot_loader() (in module romtools.linalg.linalg) std() (in module romtools.linalg.linalg) SteepestDescentSolver (class in romtools.workflows.inverse.vi_optimization_methods) streaming_pod() (in module romtools.linalg.linalg) streaming_pod_mpi() (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) 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) VIStochasticNonmonotoneLineSearchConfig (class in romtools.workflows.inverse.vi_optimization_methods)