Index

_

__call__() (pybop.applications.base_method.Interpolant method) (pybop.applications.base_method.InverseOCV method) (pybop.applications.gitt_methods.GITTFit method) (pybop.applications.gitt_methods.GITTPulseFit method) (pybop.applications.ocp_methods.OCPAverage method) (pybop.applications.ocp_methods.OCPCapacityToStoichiometry method) (pybop.applications.ocp_methods.OCPMerge method) (pybop.BasePrior method) (pybop.costs.error_measures.ErrorMeasure method) (pybop.costs.error_measures.MeanAbsoluteError method) (pybop.costs.error_measures.MeanSquaredError method) (pybop.costs.error_measures.Minkowski method) (pybop.costs.error_measures.RootMeanSquaredError method) (pybop.costs.error_measures.SumOfPower method) (pybop.costs.error_measures.SumSquaredError method) (pybop.costs.likelihoods.GaussianLogLikelihood method) (pybop.costs.likelihoods.GaussianLogLikelihoodKnownSigma method) (pybop.costs.likelihoods.LogPosterior method) (pybop.ErrorMeasure method) (pybop.GaussianLogLikelihood method) (pybop.GaussianLogLikelihoodKnownSigma method) (pybop.GITTFit method) (pybop.GITTPulseFit method) (pybop.Interpolant method) (pybop.InverseOCV method) (pybop.LogPosterior method) (pybop.MeanAbsoluteError method) (pybop.MeanSquaredError method) (pybop.Minkowski method) (pybop.OCPAverage method) (pybop.OCPCapacityToStoichiometry method) (pybop.OCPMerge method) (pybop.Parameter method) (pybop.parameters.parameter.Parameter method) (pybop.parameters.priors.BasePrior method) (pybop.plot.standard_plots.StandardPlot method) (pybop.plot.standard_plots.StandardSubplot method) (pybop.plot.StandardPlot method) (pybop.plot.StandardSubplot method) (pybop.Problem method) (pybop.problems.problem.Problem method) (pybop.RootMeanSquaredError method) (pybop.SumOfPower method) (pybop.SumSquaredError method) __contains__() (pybop.Parameters method) (pybop.parameters.parameter.Parameters method) __getattr__() (pybop._utils.FailedSolution method) (pybop.FailedSolution method) __getitem__() (pybop._dataset.Dataset method) (pybop._utils.FailedSolution method) (pybop.Dataset method) (pybop.FailedSolution method) (pybop.Parameters method) (pybop.parameters.parameter.Parameters method) __hash__() (pybop.Parameter method) (pybop.parameters.parameter.Parameter method) __iter__() (pybop.Parameters method) (pybop.parameters.parameter.Parameters method) __len__() (pybop.Parameters method) (pybop.parameters.parameter.Parameters method) __post_init__() (pybop._utils.FailedVariable method) (pybop.FailedVariable method) (pybop.parameters.parameter.Bounds method) __repr__() (pybop._dataset.Dataset method) (pybop.BasePrior method) (pybop.Dataset method) (pybop.JointPrior method) (pybop.Parameter method) (pybop.Parameters method) (pybop.parameters.parameter.Parameter method) (pybop.parameters.parameter.Parameters method) (pybop.parameters.priors.BasePrior method) (pybop.parameters.priors.JointPrior method) __setitem__() (pybop._dataset.Dataset method) (pybop.Dataset method) __str__() (pybop._result.OptimisationResult method) __version__ (in module pybop) (in module pybop._version) _add() (pybop.Parameters method) (pybop.parameters.parameter.Parameters method) _add_single_sigma() (pybop.costs.likelihoods.GaussianLogLikelihood method) (pybop.GaussianLogLikelihood method) _alpha (pybop.optimisers._adamw.AdamWImpl attribute) (pybop.optimisers.AdamWImpl attribute) _append_transformation() (transformations.ComposedTransformation method) _ask_for_samples() (pybop.BasePintsSampler method) (pybop.samplers.base_pints_sampler.BasePintsSampler method) _autocorrelate_negative() (pybop.PosteriorSummary method) (pybop.samplers.mcmc_summary.PosteriorSummary method) _b1 (pybop.optimisers._adamw.AdamWImpl attribute) (pybop.optimisers.AdamWImpl attribute) _b1t (pybop.optimisers._adamw.AdamWImpl attribute) (pybop.optimisers.AdamWImpl attribute) _b2 (pybop.optimisers._adamw.AdamWImpl attribute) (pybop.optimisers.AdamWImpl attribute) _b2t (pybop.optimisers._adamw.AdamWImpl attribute) (pybop.optimisers.AdamWImpl attribute) _best_cost (pybop._result.OptimisationResult attribute) _best_run (pybop._result.OptimisationResult attribute) _boundaries (pybop.optimisers._irprop_plus.IRPropPlusImpl attribute) (pybop.optimisers.IRPropPlusImpl attribute) _bounds (pybop.Parameter attribute) (pybop.parameters.parameter.Parameter attribute) _built (pybop.models.lithium_ion.weppner_huggins.WeppnerHuggins attribute) (pybop.models.lithium_ion.WeppnerHuggins attribute) _built_model (pybop.pybamm.Simulator attribute) (pybop.pybamm.simulator.Simulator attribute) _bulk_update_bounds() (pybop.Parameters method) (pybop.parameters.parameter.Parameters method) _bulk_update_initial_values() (pybop.Parameters method) (pybop.parameters.parameter.Parameters method) _bulk_update_values() (pybop.Parameters method) (pybop.parameters.parameter.Parameters method) _calculate_sensitivities (pybop.pybamm.Simulator attribute) (pybop.pybamm.simulator.Simulator attribute) _calculate_statistics() (pybop.PosteriorSummary method) (pybop.samplers.mcmc_summary.PosteriorSummary method) _catch_errors() (pybop.pybamm.eis_simulator.EISSimulator method) (pybop.pybamm.EISSimulator method) (pybop.pybamm.Simulator method) (pybop.pybamm.simulator.Simulator method) _chain_files (pybop.BasePintsSampler attribute) (pybop.samplers.base_pints_sampler.BasePintsSampler attribute) _chains_in_memory (pybop.BasePintsSampler attribute) (pybop.samplers.base_pints_sampler.BasePintsSampler attribute) _check_data_consistency() (pybop._dataset.Dataset method) (pybop.Dataset method) _check_for_finite_cost() (pybop._result.OptimisationResult method) _check_frequency_constraints() (pybop._dataset.Dataset static method) (pybop.Dataset static method) _check_initial_phase() (pybop.BasePintsSampler method) (pybop.samplers.base_pints_sampler.BasePintsSampler method) _check_stopping_criteria() (pybop.BasePintsSampler method) (pybop.samplers.base_pints_sampler.BasePintsSampler method) _check_time_constraints() (pybop._dataset.Dataset static method) (pybop.Dataset static method) _compute_far_point() (in module pybop.plot.voronoi) _cost (pybop._result.OptimisationResult attribute) (pybop.Problem attribute) (pybop.problems.problem.Problem attribute) _create_experiment_simulation() (pybop.pybamm.Simulator method) (pybop.pybamm.simulator.Simulator method) _current (pybop.optimisers._adamw.AdamWImpl attribute) (pybop.optimisers._gradient_descent.GradientDescentImpl attribute) (pybop.optimisers._simulated_annealing.SimulatedAnnealingImpl attribute) (pybop.optimisers.AdamWImpl attribute) (pybop.optimisers.GradientDescentImpl attribute) (pybop.optimisers.SimulatedAnnealingImpl attribute) _current_df (pybop.optimisers._adamw.AdamWImpl attribute) (pybop.optimisers.AdamWImpl attribute) _current_f (pybop.optimisers._adamw.AdamWImpl attribute) (pybop.optimisers._simulated_annealing.SimulatedAnnealingImpl attribute) (pybop.optimisers.AdamWImpl attribute) (pybop.optimisers.SimulatedAnnealingImpl attribute) _current_value (pybop.Parameter attribute) (pybop.parameters.parameter.Parameter attribute) _de (pybop.costs.base_cost.BaseCost attribute), [1] _determine_rebuild_requirement() (pybop.pybamm.Simulator method) (pybop.pybamm.simulator.Simulator method) _dim (pybop.optimisers._cuckoo.CuckooSearchImpl attribute) (pybop.optimisers._random_search.RandomSearchImpl attribute) (pybop.optimisers.CuckooSearchImpl attribute) (pybop.optimisers.RandomSearchImpl attribute) _discretisation_kwargs (pybop.pybamm.Simulator attribute) (pybop.pybamm.simulator.Simulator attribute) _domain_data (pybop.costs.base_cost.BaseCost attribute) _dsigma_scale (pybop.costs.likelihoods.GaussianLogLikelihood attribute), [1] (pybop.GaussianLogLikelihood attribute), [1] _end_initial_phase() (pybop.BasePintsSampler method) (pybop.samplers.base_pints_sampler.BasePintsSampler method) _eps (pybop.optimisers._adamw.AdamWImpl attribute) (pybop.optimisers.AdamWImpl attribute) _eta (pybop.optimisers._gradient_descent.GradientDescentImpl attribute), [1] (pybop.optimisers.GradientDescentImpl attribute), [1] _evaluate() (pybop._evaluation.PopulationEvaluator method) (pybop._evaluation.ScalarEvaluator method) (pybop._evaluation.SequentialEvaluator method) (pybop.PopulationEvaluator method) (pybop.ScalarEvaluator method) (pybop.SequentialEvaluator method) _evaluation_files (pybop.BasePintsSampler attribute) (pybop.samplers.base_pints_sampler.BasePintsSampler attribute) _experiment (pybop.pybamm.Simulator attribute) (pybop.pybamm.simulator.Simulator attribute) _extract_log_pdf() (pybop.ChainProcessor method) (pybop.MultiChainProcessor method) (pybop.samplers.chain_processor.ChainProcessor method) (pybop.samplers.chain_processor.MultiChainProcessor method) (pybop.samplers.chain_processor.SingleChainProcessor method) (pybop.SingleChainProcessor method) _f_best (pybop.optimisers._adamw.AdamWImpl attribute) (pybop.optimisers._cuckoo.CuckooSearchImpl attribute) (pybop.optimisers._gradient_descent.GradientDescentImpl attribute), [1] (pybop.optimisers._irprop_plus.IRPropPlusImpl attribute) (pybop.optimisers._random_search.RandomSearchImpl attribute) (pybop.optimisers._simulated_annealing.SimulatedAnnealingImpl attribute) (pybop.optimisers.AdamWImpl attribute) (pybop.optimisers.CuckooSearchImpl attribute) (pybop.optimisers.GradientDescentImpl attribute), [1] (pybop.optimisers.IRPropPlusImpl attribute) (pybop.optimisers.RandomSearchImpl attribute) (pybop.optimisers.SimulatedAnnealingImpl attribute) _f_current (pybop.optimisers._irprop_plus.IRPropPlusImpl attribute) (pybop.optimisers.IRPropPlusImpl attribute) _f_eval (pybop.pybamm.eis_simulator.EISSimulator attribute) (pybop.pybamm.EISSimulator attribute) _finalise_logging() (pybop.BasePintsSampler method) (pybop.samplers.base_pints_sampler.BasePintsSampler method) _finite_boundaries (pybop.optimisers._cuckoo.CuckooSearchImpl attribute) (pybop.optimisers.CuckooSearchImpl attribute) _fitness (pybop.optimisers._cuckoo.CuckooSearchImpl attribute) (pybop.optimisers.CuckooSearchImpl attribute) _geometry (pybop.pybamm.Simulator attribute) (pybop.pybamm.simulator.Simulator attribute) _get_single_or_all() (pybop._result.OptimisationResult method) _gradient_previous (pybop.optimisers._irprop_plus.IRPropPlusImpl attribute) (pybop.optimisers.IRPropPlusImpl attribute) _has_sensitivities (pybop.MetaProblem attribute) (pybop.Problem attribute) (pybop.problems.meta_problem.MetaProblem attribute) (pybop.problems.problem.Problem attribute) _initial_cost (pybop._result.OptimisationResult attribute) _initial_phase (pybop.BasePintsSampler attribute) (pybop.samplers.base_pints_sampler.BasePintsSampler attribute) _initial_phase_iterations (pybop.BasePintsSampler attribute) (pybop.samplers.base_pints_sampler.BasePintsSampler attribute) _initial_state (pybop.pybamm.Simulator attribute) (pybop.pybamm.simulator.Simulator attribute) _initial_value (pybop.Parameter attribute) (pybop.parameters.parameter.Parameter attribute) _initialise_chain_processor() (pybop.BasePintsSampler method) (pybop.samplers.base_pints_sampler.BasePintsSampler method) _initialise_eis_matrices() (pybop.pybamm.eis_simulator.EISSimulator method) (pybop.pybamm.EISSimulator method) _initialise_logging() (pybop.BasePintsSampler method) (pybop.samplers.base_pints_sampler.BasePintsSampler method) _initialise_storage() (pybop.BasePintsSampler method) (pybop.samplers.base_pints_sampler.BasePintsSampler method) _initialise_variables() (pybop._utils.FailedSolution method) (pybop.FailedSolution method) _input_parameter_names (pybop.pybamm.Simulator attribute) (pybop.pybamm.simulator.Simulator attribute) _is_elementwise (transformations.ComposedTransformation attribute) _is_region_outside_bounds() (in module pybop.plot.voronoi) _iter_transformations() (transformations.ComposedTransformation method) _iteration_number (pybop._result.OptimisationResult attribute) _iterations (pybop.optimisers._cuckoo.CuckooSearchImpl attribute) (pybop.optimisers._simulated_annealing.SimulatedAnnealingImpl attribute) (pybop.optimisers.CuckooSearchImpl attribute) (pybop.optimisers.SimulatedAnnealingImpl attribute) _jac (pybop.pybamm.eis_simulator.EISSimulator attribute) (pybop.pybamm.EISSimulator attribute) _lam (pybop.optimisers._adamw.AdamWImpl attribute) (pybop.optimisers.AdamWImpl attribute) _log_filename (pybop.BasePintsSampler attribute) (pybop.samplers.base_pints_sampler.BasePintsSampler attribute) _log_pdf (pybop.BaseSampler attribute) (pybop.samplers.base_sampler.BaseSampler attribute)

_log_to_screen (pybop.BasePintsSampler attribute) (pybop.samplers.base_pints_sampler.BasePintsSampler attribute) _logger (pybop.BaseOptimiser attribute) (pybop.optimisers.base_optimiser.BaseOptimiser attribute) _logpdfS1() (pybop.BasePrior method) (pybop.Exponential method) (pybop.Gaussian method) (pybop.JointPrior method) (pybop.parameters.priors.BasePrior method) (pybop.parameters.priors.Exponential method) (pybop.parameters.priors.Gaussian method) (pybop.parameters.priors.JointPrior method) (pybop.parameters.priors.Uniform method) (pybop.Uniform method) _logpi (pybop.costs.likelihoods.GaussianLogLikelihood attribute), [1] (pybop.GaussianLogLikelihood attribute), [1] _loop_iters (pybop.BasePintsSampler attribute) (pybop.samplers.base_pints_sampler.BasePintsSampler attribute) _lower (pybop.optimisers._random_search.RandomSearchImpl attribute) (pybop.optimisers.RandomSearchImpl attribute) _m (pybop.optimisers._adamw.AdamWImpl attribute) (pybop.optimisers.AdamWImpl attribute) _max_iterations (pybop.BasePintsSampler attribute) (pybop.samplers.base_pints_sampler.BasePintsSampler attribute) _message (pybop._result.OptimisationResult attribute) _minimising (pybop._logging.Logger attribute) (pybop._result.OptimisationResult attribute) (pybop.Logger attribute) (pybop.Problem attribute) (pybop.problems.problem.Problem attribute) _model (pybop.pybamm.Simulator attribute) (pybop.pybamm.simulator.Simulator attribute) _model_rebuild() (pybop.pybamm.eis_simulator.EISSimulator method) (pybop.pybamm.EISSimulator method) _multistart (pybop.BaseOptimiser attribute) (pybop.optimisers.base_optimiser.BaseOptimiser attribute) _n_evaluations (pybop._result.OptimisationResult attribute) _n_iterations (pybop._result.OptimisationResult attribute) _n_parameters (pybop.BasePintsSampler attribute) (pybop.Exponential attribute) (pybop.Gaussian attribute) (pybop.JointPrior attribute) (pybop.parameters.priors.Exponential attribute) (pybop.parameters.priors.Gaussian attribute) (pybop.parameters.priors.JointPrior attribute) (pybop.parameters.priors.Uniform attribute) (pybop.samplers.base_pints_sampler.BasePintsSampler attribute) (pybop.Uniform attribute) (transformations.ComposedTransformation attribute) (transformations.IdentityTransformation attribute) (transformations.LogTransformation attribute) (transformations.ScaledTransformation attribute) _needs_sensitivities (pybop.BaseOptimiser attribute) (pybop.BasePintsSampler attribute) (pybop.optimisers.base_optimiser.BaseOptimiser attribute) (pybop.samplers.base_pints_sampler.BasePintsSampler attribute) _optim (pybop._result.OptimisationResult attribute) _options (pybop.BaseOptimiser attribute) (pybop.BaseSampler attribute) (pybop.optimisers.base_optimiser.BaseOptimiser attribute) (pybop.samplers.base_sampler.BaseSampler attribute) _output_variables (pybop.pybamm.Simulator attribute) (pybop.pybamm.simulator.Simulator attribute) _pa (pybop.optimisers._cuckoo.CuckooSearchImpl attribute) (pybop.optimisers.CuckooSearchImpl attribute) _pad_sigma0() (pybop.costs.likelihoods.GaussianLogLikelihood method) (pybop.GaussianLogLikelihood method) _parameter_names (pybop._utils.FailedSolution attribute) (pybop.FailedSolution attribute) _parameter_values (pybop._result.OptimisationResult attribute) (pybop.pybamm.Simulator attribute) (pybop.pybamm.simulator.Simulator attribute) _parameters (pybop.Parameters attribute) (pybop.parameters.parameter.Parameters attribute) _pints_optimiser (pybop.BasePintsOptimiser attribute) (pybop.optimisers.base_pints_optimiser.BasePintsOptimiser attribute) _print_verbose_output() (pybop._logging.Logger method) (pybop.Logger method) _prior (pybop.Parameter attribute) (pybop.parameters.parameter.Parameter attribute) _priors (pybop.JointPrior attribute) (pybop.parameters.priors.JointPrior attribute) _problem (pybop.BaseOptimiser attribute) (pybop.optimisers.base_optimiser.BaseOptimiser attribute) _process_chains() (pybop.BasePintsSampler method) (pybop.samplers.base_pints_sampler.BasePintsSampler method) _process_events() (pybop._utils.SymbolReplacer method) (pybop.SymbolReplacer method) _process_initial_conditions (pybop._utils.SymbolReplacer attribute) (pybop.SymbolReplacer attribute) _process_solutions() (pybop.pybamm.Simulator method) (pybop.pybamm.simulator.Simulator method) _process_symbol() (pybop._utils.SymbolReplacer method) (pybop.SymbolReplacer method) _processed_symbols (pybop._utils.SymbolReplacer attribute) (pybop.SymbolReplacer attribute) _proposed (pybop.optimisers._adamw.AdamWImpl attribute) (pybop.optimisers._irprop_plus.IRPropPlusImpl attribute) (pybop.optimisers._simulated_annealing.SimulatedAnnealingImpl attribute) (pybop.optimisers.AdamWImpl attribute) (pybop.optimisers.IRPropPlusImpl attribute) (pybop.optimisers.SimulatedAnnealingImpl attribute) _pybamm_solve() (pybop.pybamm.Simulator method) (pybop.pybamm.simulator.Simulator method) _ready_for_tell (pybop.optimisers._adamw.AdamWImpl attribute) (pybop.optimisers._cuckoo.CuckooSearchImpl attribute) (pybop.optimisers._gradient_descent.GradientDescentImpl attribute), [1] (pybop.optimisers._irprop_plus.IRPropPlusImpl attribute) (pybop.optimisers._random_search.RandomSearchImpl attribute) (pybop.optimisers._simulated_annealing.SimulatedAnnealingImpl attribute) (pybop.optimisers.AdamWImpl attribute) (pybop.optimisers.CuckooSearchImpl attribute) (pybop.optimisers.GradientDescentImpl attribute), [1] (pybop.optimisers.IRPropPlusImpl attribute) (pybop.optimisers.RandomSearchImpl attribute) (pybop.optimisers.SimulatedAnnealingImpl attribute) _requires_model_rebuild (pybop.pybamm.Simulator attribute) (pybop.pybamm.simulator.Simulator attribute) _run() (pybop.BaseOptimiser method) (pybop.BasePintsOptimiser method) (pybop.optimisers.base_optimiser.BaseOptimiser method) (pybop.optimisers.base_pints_optimiser.BasePintsOptimiser method) (pybop.optimisers.scipy_optimisers.SciPyDifferentialEvolution method) (pybop.optimisers.scipy_optimisers.SciPyMinimize method) (pybop.SciPyDifferentialEvolution method) (pybop.SciPyMinimize method) _running (pybop.optimisers._adamw.AdamWImpl attribute) (pybop.optimisers._cuckoo.CuckooSearchImpl attribute) (pybop.optimisers._gradient_descent.GradientDescentImpl attribute), [1] (pybop.optimisers._irprop_plus.IRPropPlusImpl attribute) (pybop.optimisers._random_search.RandomSearchImpl attribute) (pybop.optimisers._simulated_annealing.SimulatedAnnealingImpl attribute) (pybop.optimisers.AdamWImpl attribute) (pybop.optimisers.CuckooSearchImpl attribute) (pybop.optimisers.GradientDescentImpl attribute), [1] (pybop.optimisers.IRPropPlusImpl attribute) (pybop.optimisers.RandomSearchImpl attribute) (pybop.optimisers.SimulatedAnnealingImpl attribute) _sampler (pybop.BasePintsSampler attribute) (pybop.samplers.base_pints_sampler.BasePintsSampler attribute) _scipy_result (pybop._result.OptimisationResult attribute) _set_callback() (pybop.BaseSciPyOptimiser method) _set_margin() (pybop.Parameter method) (pybop.parameters.parameter.Parameter method) _set_protocol() (pybop.pybamm.Simulator method) (pybop.pybamm.simulator.Simulator method) _set_up_optimiser() (pybop.BaseOptimiser method) (pybop.BasePintsOptimiser method) (pybop.optimisers.base_optimiser.BaseOptimiser method) (pybop.optimisers.base_pints_optimiser.BasePintsOptimiser method) (pybop.optimisers.scipy_optimisers.SciPyDifferentialEvolution method) (pybop.optimisers.scipy_optimisers.SciPyMinimize method) (pybop.SciPyDifferentialEvolution method) (pybop.SciPyMinimize method) _set_up_solution_method() (pybop.pybamm.Simulator method) (pybop.pybamm.simulator.Simulator method) _sim_experiment (pybop.pybamm.Simulator attribute) (pybop.pybamm.simulator.Simulator attribute) _simulate_experiment_with_rebuild() (pybop.pybamm.Simulator method) (pybop.pybamm.simulator.Simulator method) _simulate_experiment_without_rebuild() (pybop.pybamm.Simulator method) (pybop.pybamm.simulator.Simulator method) _simulation (pybop.pybamm.eis_simulator.EISSimulator attribute) (pybop.pybamm.EISSimulator attribute) _simulator (pybop.Problem attribute) (pybop.problems.problem.Problem attribute) _single_chain (pybop.BasePintsSampler attribute) (pybop.samplers.base_pints_sampler.BasePintsSampler attribute) _solve (pybop.pybamm.Simulator attribute) (pybop.pybamm.simulator.Simulator attribute) _solve() (pybop.pybamm.eis_simulator.EISSimulator method) (pybop.pybamm.EISSimulator method) _solve_in_time_with_rebuild() (pybop.pybamm.Simulator method) (pybop.pybamm.simulator.Simulator method) _solve_in_time_without_rebuild() (pybop.pybamm.Simulator method) (pybop.pybamm.simulator.Simulator method) _solver (pybop.pybamm.Simulator attribute) (pybop.pybamm.simulator.Simulator attribute) _sort_region_vertices() (in module pybop.plot.voronoi) _spatial_methods (pybop.pybamm.Simulator attribute) (pybop.pybamm.simulator.Simulator attribute) _step_sizes (pybop.optimisers._irprop_plus.IRPropPlusImpl attribute) (pybop.optimisers.IRPropPlusImpl attribute) _submesh_types (pybop.pybamm.Simulator attribute) (pybop.pybamm.simulator.Simulator attribute) _suggested_population_size() (pybop.optimisers._cuckoo.CuckooSearchImpl method) (pybop.optimisers._random_search.RandomSearchImpl method) (pybop.optimisers.CuckooSearchImpl method) (pybop.optimisers.RandomSearchImpl method) _summary_variables (pybop.models.lithium_ion.weppner_huggins.WeppnerHuggins attribute) (pybop.models.lithium_ion.WeppnerHuggins attribute) _symbol_replacement_map (pybop._utils.SymbolReplacer attribute) (pybop.SymbolReplacer attribute) _t_eval (pybop._utils.FailedSolution attribute) (pybop.FailedSolution attribute) (pybop.pybamm.Simulator attribute) (pybop.pybamm.simulator.Simulator attribute) _t_interp (pybop.pybamm.Simulator attribute) (pybop.pybamm.simulator.Simulator attribute) _target_data (pybop.costs.base_cost.BaseCost attribute) _temperature (pybop.optimisers._simulated_annealing.SimulatedAnnealingImpl attribute) (pybop.optimisers.SimulatedAnnealingImpl attribute) _temperature_decay (pybop.optimisers._simulated_annealing.SimulatedAnnealingImpl attribute) (pybop.optimisers.SimulatedAnnealingImpl attribute) _time (pybop._result.OptimisationResult attribute) _transform (pybop.Parameters attribute) (pybop.parameters.parameter.Parameters attribute) _transform() (base_transformation.Transformation method) (transformations.ComposedTransformation method) (transformations.IdentityTransformation method) (transformations.LogTransformation method) (transformations.ScaledTransformation method) _transformation (pybop.Parameter attribute) (pybop.parameters.parameter.Parameter attribute) _transformations (transformations.ComposedTransformation attribute) _update_previous (pybop.optimisers._irprop_plus.IRPropPlusImpl attribute) (pybop.optimisers.IRPropPlusImpl attribute) _upper (pybop.optimisers._random_search.RandomSearchImpl attribute) (pybop.optimisers.RandomSearchImpl attribute) _v (pybop.optimisers._adamw.AdamWImpl attribute) (pybop.optimisers.AdamWImpl attribute) _validate() (pybop._result.OptimisationResult method) _validate_inputs() (pybop._utils.FailedSolution method) (pybop.FailedSolution method) _validate_values_within_bounds() (pybop.Parameter method) (pybop.parameters.parameter.Parameter method) _var_pts (pybop.pybamm.Simulator attribute) (pybop.pybamm.simulator.Simulator attribute) _variable_names (pybop._utils.FailedSolution attribute) (pybop.FailedSolution attribute) _variables (pybop._utils.FailedSolution attribute) (pybop.FailedSolution attribute) _verbose (pybop.BasePintsSampler attribute) (pybop.samplers.base_pints_sampler.BasePintsSampler attribute) _voronoi_regions() (in module pybop.plot.voronoi) _warm_up (pybop.BasePintsSampler attribute) (pybop.samplers.base_pints_sampler.BasePintsSampler attribute) _x (pybop._result.OptimisationResult attribute) _x0 (pybop._result.OptimisationResult attribute) (pybop.BaseSampler attribute) (pybop.samplers.base_sampler.BaseSampler attribute) _x_best (pybop.optimisers._adamw.AdamWImpl attribute) (pybop.optimisers._cuckoo.CuckooSearchImpl attribute) (pybop.optimisers._gradient_descent.GradientDescentImpl attribute) (pybop.optimisers._irprop_plus.IRPropPlusImpl attribute) (pybop.optimisers._random_search.RandomSearchImpl attribute) (pybop.optimisers._simulated_annealing.SimulatedAnnealingImpl attribute) (pybop.optimisers.AdamWImpl attribute) (pybop.optimisers.CuckooSearchImpl attribute) (pybop.optimisers.GradientDescentImpl attribute) (pybop.optimisers.IRPropPlusImpl attribute) (pybop.optimisers.RandomSearchImpl attribute) (pybop.optimisers.SimulatedAnnealingImpl attribute) _x_current (pybop.optimisers._irprop_plus.IRPropPlusImpl attribute) (pybop.optimisers.IRPropPlusImpl attribute) _x_model (pybop._result.OptimisationResult attribute)

A

abandon_nests() (pybop.optimisers._cuckoo.CuckooSearchImpl method) (pybop.optimisers.CuckooSearchImpl method) absolute_tolerance (pybop.optimisers.base_pints_optimiser.PintsOptions attribute), [1] (pybop.PintsOptions attribute), [1] active (pybop.BasePintsSampler property) (pybop.samplers.base_pints_sampler.BasePintsSampler property) AdamW (class in pybop) (class in pybop.optimisers.pints_optimisers) AdamWImpl (class in pybop.optimisers) (class in pybop.optimisers._adamw) AdaptiveCovarianceMCMC (class in pybop) (class in pybop.samplers.pints_samplers) add() (pybop.Parameters method) (pybop.parameters.parameter.Parameters method) add_spaces() (in module pybop) (in module pybop._utils) add_traces() (pybop.plot.standard_plots.StandardPlot method) (pybop.plot.StandardPlot method) add_variable_to_model() (in module pybop.pybamm) (in module pybop.pybamm.design_variables) all_samples (pybop.PosteriorSummary attribute) (pybop.samplers.mcmc_summary.PosteriorSummary attribute)

allow_stretching (pybop.applications.ocp_methods.OCPAverage attribute) (pybop.OCPAverage attribute) append() (transformations.ComposedTransformation method) ArrayLike (in module pybop.parameters.parameter) ask() (pybop.optimisers._adamw.AdamWImpl method) (pybop.optimisers._cuckoo.CuckooSearchImpl method) (pybop.optimisers._gradient_descent.GradientDescentImpl method) (pybop.optimisers._irprop_plus.IRPropPlusImpl method) (pybop.optimisers._random_search.RandomSearchImpl method) (pybop.optimisers._simulated_annealing.SimulatedAnnealingImpl method) (pybop.optimisers.AdamWImpl method) (pybop.optimisers.CuckooSearchImpl method) (pybop.optimisers.GradientDescentImpl method) (pybop.optimisers.IRPropPlusImpl method) (pybop.optimisers.RandomSearchImpl method) (pybop.optimisers.SimulatedAnnealingImpl method) assign_nearest_value() (in module pybop.plot.voronoi) atol (pybop.SciPyDifferentialEvolutionOptions attribute) autocorrelation() (pybop.PosteriorSummary method) (pybop.samplers.mcmc_summary.PosteriorSummary method) axis_titles (pybop.plot.standard_plots.StandardSubplot attribute) (pybop.plot.StandardSubplot attribute)

B

b (pybop.pybamm.eis_simulator.EISSimulator attribute) (pybop.pybamm.EISSimulator attribute) b1 (pybop.optimisers._adamw.AdamWImpl property) (pybop.optimisers.AdamWImpl property) b2 (pybop.optimisers._adamw.AdamWImpl property) (pybop.optimisers.AdamWImpl property) base_transformation module BaseApplication (class in pybop) (class in pybop.applications.base_method) BaseCost (class in pybop.costs.base_cost) BaseEvaluator (class in pybop._evaluation) BaseOptimiser (class in pybop) (class in pybop.optimisers.base_optimiser) BasePintsOptimiser (class in pybop) (class in pybop.optimisers.base_pints_optimiser) BasePintsSampler (class in pybop) (class in pybop.samplers.base_pints_sampler) BasePrior (class in pybop) (class in pybop.parameters.priors) BaseSampler (class in pybop) (class in pybop.samplers.base_sampler) BaseSciPyOptimiser (class in pybop) BaseSimulator (class in pybop) (class in pybop.simulators.base_simulator) batch_call() (pybop.Problem method) (pybop.problems.problem.Problem method)

best_cost (pybop._result.OptimisationResult property) beta (pybop.optimisers._cuckoo.CuckooSearchImpl attribute) (pybop.optimisers.CuckooSearchImpl attribute) boundaries (pybop.optimisers._adamw.AdamWImpl attribute) (pybop.optimisers.AdamWImpl attribute) Bounds (class in pybop.parameters.parameter) bounds (pybop.Parameter property) (pybop.parameters.parameter.Parameter property) bounds() (pybop.BasePrior method) (pybop.Exponential method) (pybop.Gaussian method) (pybop.parameters.priors.BasePrior method) (pybop.parameters.priors.Exponential method) (pybop.parameters.priors.Gaussian method) (pybop.parameters.priors.Uniform method) (pybop.Uniform method) BoundsPair (in module pybop.parameters.parameter) build_model() (pybop.models.lithium_ion.grouped_spm.GroupedSPM method) (pybop.models.lithium_ion.grouped_spme.GroupedSPMe method) (pybop.models.lithium_ion.GroupedSPM method) (pybop.models.lithium_ion.GroupedSPMe method) (pybop.models.lithium_ion.sp_diffusion.SPDiffusion method) (pybop.models.lithium_ion.SPDiffusion method) (pybop.pybamm.Simulator method) (pybop.pybamm.simulator.Simulator method) built_model (pybop.pybamm.Simulator property) (pybop.pybamm.simulator.Simulator property)

C

calculate_impedance() (pybop.pybamm.eis_simulator.EISSimulator method) (pybop.pybamm.EISSimulator method) callback (pybop.SciPyDifferentialEvolutionOptions attribute) cdf() (pybop.BasePrior method) (pybop.parameters.priors.BasePrior method) cell_mass() (in module pybop.pybamm) (in module pybop.pybamm.parameter_utils) cell_volume() (in module pybop.pybamm) (in module pybop.pybamm.parameter_utils) chain_files (pybop.PintsSamplerOptions attribute), [1] (pybop.samplers.base_pints_sampler.PintsSamplerOptions attribute), [1] ChainProcessor (class in pybop) (class in pybop.samplers.chain_processor) chains (pybop.PosteriorSummary attribute) (pybop.samplers.mcmc_summary.PosteriorSummary attribute) chains_in_memory (pybop.BasePintsSampler property) (pybop.PintsSamplerOptions attribute), [1] (pybop.samplers.base_pints_sampler.BasePintsSampler property) (pybop.samplers.base_pints_sampler.PintsSamplerOptions attribute), [1] check() (pybop._dataset.Dataset method) (pybop.Dataset method) check_browser_availability() (pybop.plot.plotly_manager.PlotlyManager method) (pybop.plot.PlotlyManager method) check_monotonicity() (pybop.applications.base_method.BaseApplication method) (pybop.BaseApplication method) check_renderer_settings() (pybop.plot.plotly_manager.PlotlyManager method) (pybop.plot.PlotlyManager method) classification module classify_using_hessian() (in module classification) clip() (pybop.parameters.parameter.Bounds method) clip_array() (pybop.parameters.parameter.Bounds method) clip_candidates() (pybop.optimisers._random_search.RandomSearchImpl method) (pybop.optimisers.RandomSearchImpl method) clip_nests() (pybop.optimisers._cuckoo.CuckooSearchImpl method) (pybop.optimisers.CuckooSearchImpl method) CMAES (class in pybop) (class in pybop.optimisers.pints_optimisers) coeff (transformations.UnitHyperCube attribute), [1] coefficient (transformations.ScaledTransformation attribute) combine() (pybop._result.OptimisationResult static method) ComposedTransformation (class in transformations) compute() (pybop.costs.base_cost.BaseCost method) (pybop.costs.design_cost.DesignCost method) (pybop.costs.error_measures.ErrorMeasure method) (pybop.costs.weighted_cost.WeightedCost method) (pybop.DesignCost method) (pybop.ErrorMeasure method) (pybop.WeightedCost method) constraints (pybop.SciPyMinimizeOptions attribute), [1] construct_transformation() (pybop.Parameters method) (pybop.parameters.parameter.Parameters method) contains() (pybop.parameters.parameter.Bounds method) contains_array() (pybop.parameters.parameter.Bounds method) contour() (in module pybop.plot) (in module pybop.plot.contour) convergence() (in module pybop.plot) (in module pybop.plot.convergence)

convert_covariance_matrix() (base_transformation.Transformation method) convert_standard_deviation() (base_transformation.Transformation method) convert_to_pybamm_initial_state() (pybop.pybamm.Simulator method) (pybop.pybamm.simulator.Simulator method) cooling_rate (pybop.optimisers._simulated_annealing.SimulatedAnnealingImpl property) (pybop.optimisers.SimulatedAnnealingImpl property) copy() (pybop._utils.FailedSolution method) (pybop.BaseSimulator method) (pybop.FailedSolution method) (pybop.Parameters method) (pybop.parameters.parameter.Parameters method) (pybop.pybamm.eis_simulator.EISSimulator method) (pybop.pybamm.EISSimulator method) (pybop.pybamm.Simulator method) (pybop.pybamm.simulator.Simulator method) (pybop.simulators.base_simulator.BaseSimulator method) cost (pybop._result.OptimisationResult property) (pybop.applications.gitt_methods.GITTFit attribute) (pybop.applications.gitt_methods.GITTPulseFit attribute) (pybop.applications.ocp_methods.OCPAverage attribute) (pybop.applications.ocp_methods.OCPCapacityToStoichiometry attribute) (pybop.GITTFit attribute) (pybop.GITTPulseFit attribute) (pybop.OCPAverage attribute) (pybop.OCPCapacityToStoichiometry attribute) (pybop.Problem property) (pybop.problems.problem.Problem property) cost_convergence (pybop._logging.Logger property) (pybop.Logger property) cost_wrapper() (pybop.optimisers.scipy_optimisers.SciPyMinimize method) (pybop.SciPyMinimize method) costs (pybop.costs.weighted_cost.WeightedCost attribute) (pybop.WeightedCost attribute) cov (pybop.PintsSamplerOptions attribute) (pybop.SamplerOptions attribute), [1] (pybop.samplers.base_pints_sampler.PintsSamplerOptions attribute) (pybop.samplers.base_sampler.SamplerOptions attribute), [1] cov0 (pybop.BaseSampler property) (pybop.samplers.base_sampler.BaseSampler property) create_grouped_parameters() (pybop.models.lithium_ion.grouped_spm.GroupedSPM static method) (pybop.models.lithium_ion.grouped_spme.GroupedSPMe static method) (pybop.models.lithium_ion.GroupedSPM static method) (pybop.models.lithium_ion.GroupedSPMe static method) (pybop.models.lithium_ion.sp_diffusion.SPDiffusion static method) (pybop.models.lithium_ion.SPDiffusion static method) (pybop.models.lithium_ion.weppner_huggins.WeppnerHuggins static method) (pybop.models.lithium_ion.WeppnerHuggins static method) create_trace() (pybop.plot.standard_plots.StandardPlot method) (pybop.plot.StandardPlot method) CuckooSearch (class in pybop) (class in pybop.optimisers.pints_optimisers) CuckooSearchImpl (class in pybop.optimisers) (class in pybop.optimisers._cuckoo) current_value (pybop.Parameter property) (pybop.parameters.parameter.Parameter property) cycles (pybop._utils.FailedSolution attribute) (pybop.FailedSolution attribute)

D

data (pybop._dataset.Dataset attribute) (pybop._utils.FailedVariable attribute) (pybop.Dataset attribute) (pybop.FailedVariable attribute) Dataset (class in pybop) (class in pybop._dataset) dataset (pybop.costs.error_measures.ErrorMeasure attribute) (pybop.costs.error_measures.ErrorMeasure property) (pybop.ErrorMeasure attribute) (pybop.ErrorMeasure property) dataset() (in module pybop.plot) (in module pybop.plot.dataset) debug_mode (pybop.pybamm.eis_simulator.EISSimulator attribute) (pybop.pybamm.EISSimulator attribute) (pybop.pybamm.Simulator attribute) (pybop.pybamm.simulator.Simulator attribute) default_geometry (pybop.models.lithium_ion.grouped_spm.GroupedSPM property) (pybop.models.lithium_ion.grouped_spme.GroupedSPMe property) (pybop.models.lithium_ion.GroupedSPM property) (pybop.models.lithium_ion.GroupedSPMe property) (pybop.models.lithium_ion.sp_diffusion.SPDiffusion property) (pybop.models.lithium_ion.SPDiffusion property) (pybop.models.lithium_ion.weppner_huggins.WeppnerHuggins property) (pybop.models.lithium_ion.WeppnerHuggins property) DEFAULT_LAYOUT_OPTIONS (in module pybop.plot.standard_plots) default_max_iterations (pybop.BaseOptimiser attribute) (pybop.optimisers.base_optimiser.BaseOptimiser attribute) (pybop.optimisers.base_pints_optimiser.PintsOptions attribute), [1] (pybop.PintsOptions attribute), [1] default_options() (pybop.BaseOptimiser static method) (pybop.BasePintsOptimiser static method) (pybop.BasePintsSampler static method) (pybop.BaseSampler static method) (pybop.optimisers.base_optimiser.BaseOptimiser static method) (pybop.optimisers.base_pints_optimiser.BasePintsOptimiser static method) (pybop.optimisers.scipy_optimisers.SciPyDifferentialEvolution static method) (pybop.optimisers.scipy_optimisers.SciPyMinimize static method) (pybop.samplers.base_pints_sampler.BasePintsSampler static method) (pybop.samplers.base_sampler.BaseSampler static method) (pybop.SciPyDifferentialEvolution static method) (pybop.SciPyMinimize static method) default_parameter_values (pybop.ExponentialDecayModel property) (pybop.models._exponential_decay.ExponentialDecayModel property) (pybop.models.lithium_ion.grouped_spm.GroupedSPM property) (pybop.models.lithium_ion.grouped_spme.GroupedSPMe property) (pybop.models.lithium_ion.GroupedSPM property) (pybop.models.lithium_ion.GroupedSPMe property) (pybop.models.lithium_ion.sp_diffusion.SPDiffusion property) (pybop.models.lithium_ion.SPDiffusion property) (pybop.models.lithium_ion.weppner_huggins.WeppnerHuggins property) (pybop.models.lithium_ion.WeppnerHuggins property) default_quick_plot_variables (pybop.ExponentialDecayModel property) (pybop.models._exponential_decay.ExponentialDecayModel property) (pybop.models.lithium_ion.grouped_spm.GroupedSPM property) (pybop.models.lithium_ion.grouped_spme.GroupedSPMe property) (pybop.models.lithium_ion.GroupedSPM property) (pybop.models.lithium_ion.GroupedSPMe property) (pybop.models.lithium_ion.sp_diffusion.SPDiffusion property) (pybop.models.lithium_ion.SPDiffusion property) (pybop.models.lithium_ion.weppner_huggins.WeppnerHuggins property) (pybop.models.lithium_ion.WeppnerHuggins property)

default_solver (pybop.models.lithium_ion.weppner_huggins.WeppnerHuggins property) (pybop.models.lithium_ion.WeppnerHuggins property) default_spatial_methods (pybop.models.lithium_ion.grouped_spm.GroupedSPM property) (pybop.models.lithium_ion.grouped_spme.GroupedSPMe property) (pybop.models.lithium_ion.GroupedSPM property) (pybop.models.lithium_ion.GroupedSPMe property) (pybop.models.lithium_ion.sp_diffusion.SPDiffusion property) (pybop.models.lithium_ion.SPDiffusion property) (pybop.models.lithium_ion.weppner_huggins.WeppnerHuggins property) (pybop.models.lithium_ion.WeppnerHuggins property) default_submesh_types (pybop.models.lithium_ion.grouped_spm.GroupedSPM property) (pybop.models.lithium_ion.grouped_spme.GroupedSPMe property) (pybop.models.lithium_ion.GroupedSPM property) (pybop.models.lithium_ion.GroupedSPMe property) (pybop.models.lithium_ion.sp_diffusion.SPDiffusion property) (pybop.models.lithium_ion.SPDiffusion property) (pybop.models.lithium_ion.weppner_huggins.WeppnerHuggins property) (pybop.models.lithium_ion.WeppnerHuggins property) DEFAULT_SUBPLOT_OPTIONS (in module pybop.plot.standard_plots) DEFAULT_SUBPLOT_TRACE_OPTIONS (in module pybop.plot.standard_plots) DEFAULT_TRACE_OPTIONS (in module pybop.plot.standard_plots) default_var_pts (pybop.models.lithium_ion.grouped_spm.GroupedSPM property) (pybop.models.lithium_ion.grouped_spme.GroupedSPMe property) (pybop.models.lithium_ion.GroupedSPM property) (pybop.models.lithium_ion.GroupedSPMe property) (pybop.models.lithium_ion.sp_diffusion.SPDiffusion property) (pybop.models.lithium_ion.SPDiffusion property) (pybop.models.lithium_ion.weppner_huggins.WeppnerHuggins property) (pybop.models.lithium_ion.WeppnerHuggins property) DesignCost (class in pybop) (class in pybop.costs.design_cost) DifferentialEvolutionMCMC (class in pybop) (class in pybop.samplers.pints_samplers) disp (pybop.SciPyDifferentialEvolutionOptions attribute) (pybop.SciPyMinimizeOptions attribute), [1] domain (pybop._dataset.Dataset attribute) (pybop.costs.base_cost.BaseCost attribute) (pybop.costs.design_cost.DesignCost attribute) (pybop.costs.error_measures.ErrorMeasure attribute) (pybop.costs.weighted_cost.WeightedCost attribute) (pybop.Dataset attribute) (pybop.DesignCost attribute) (pybop.ErrorMeasure attribute) (pybop.Problem attribute) (pybop.problems.problem.Problem attribute) (pybop.WeightedCost attribute) domain_data (pybop.costs.base_cost.BaseCost property) (pybop.costs.error_measures.ErrorMeasure attribute) (pybop.costs.error_measures.ErrorMeasure property) (pybop.ErrorMeasure attribute) (pybop.ErrorMeasure property) (pybop.Problem property) (pybop.problems.problem.Problem property) DramACMC (class in pybop) (class in pybop.samplers.pints_samplers) DREAM (class in pybop) (class in pybop.samplers.pints_samplers) dsigma_scale (pybop.costs.likelihoods.GaussianLogLikelihood property) (pybop.GaussianLogLikelihood property)

E

effective_sample_size() (pybop.PosteriorSummary method) (pybop.samplers.mcmc_summary.PosteriorSummary method) eis (pybop.Problem property) (pybop.problems.problem.Problem property) EISSimulator (class in pybop.pybamm) (class in pybop.pybamm.eis_simulator) electrode_area() (in module pybop.pybamm.parameter_utils) EmceeHammerMCMC (class in pybop) (class in pybop.samplers.pints_samplers) ensure_plotly_installed() (pybop.plot.plotly_manager.PlotlyManager method) (pybop.plot.PlotlyManager method) error_message (in module pybop) ErrorMeasure (class in pybop) (class in pybop.costs.error_measures) eta_max (pybop.optimisers._irprop_plus.IRPropPlusImpl attribute), [1] (pybop.optimisers.IRPropPlusImpl attribute), [1]

eta_min (pybop.optimisers._irprop_plus.IRPropPlusImpl attribute), [1] (pybop.optimisers.IRPropPlusImpl attribute), [1] evaluation_files (pybop.PintsSamplerOptions attribute), [1] (pybop.samplers.base_pints_sampler.PintsSamplerOptions attribute), [1] exception (pybop.pybamm.Simulator attribute) (pybop.pybamm.simulator.Simulator attribute) experiment (pybop.pybamm.Simulator attribute) (pybop.pybamm.Simulator property) (pybop.pybamm.simulator.Simulator attribute) (pybop.pybamm.simulator.Simulator property) Exponential (class in pybop) (class in pybop.parameters.priors) ExponentialDecayModel (class in pybop) (class in pybop.models._exponential_decay) extend_log() (pybop._logging.Logger method) (pybop.Logger method)

F

f_best() (pybop.optimisers._adamw.AdamWImpl method) (pybop.optimisers._cuckoo.CuckooSearchImpl method) (pybop.optimisers._gradient_descent.GradientDescentImpl method) (pybop.optimisers._irprop_plus.IRPropPlusImpl method) (pybop.optimisers._random_search.RandomSearchImpl method) (pybop.optimisers._simulated_annealing.SimulatedAnnealingImpl method) (pybop.optimisers.AdamWImpl method) (pybop.optimisers.CuckooSearchImpl method) (pybop.optimisers.GradientDescentImpl method) (pybop.optimisers.IRPropPlusImpl method) (pybop.optimisers.RandomSearchImpl method) (pybop.optimisers.SimulatedAnnealingImpl method)

f_guessed() (pybop.optimisers._adamw.AdamWImpl method) (pybop.optimisers.AdamWImpl method) f_guessed_tracking() (pybop.BasePintsOptimiser method) (pybop.optimisers.base_pints_optimiser.BasePintsOptimiser method) FailedSolution (class in pybop) (class in pybop._utils) FailedVariable (class in pybop) (class in pybop._utils) failure() (pybop.costs.base_cost.BaseCost method) FLOAT_FORMAT (in module pybop)

G

Gaussian (class in pybop) (class in pybop.parameters.priors) GaussianLogLikelihood (class in pybop) (class in pybop.costs.likelihoods) GaussianLogLikelihoodKnownSigma (class in pybop) (class in pybop.costs.likelihoods) get() (pybop.Parameters method) (pybop.parameters.parameter.Parameters method) get_bounds() (pybop.Parameters method) (pybop.parameters.parameter.Parameters method) get_bounds_array() (pybop.Parameters method) (pybop.parameters.parameter.Parameters method) get_bounds_for_plotly() (pybop.Parameters method) (pybop.parameters.parameter.Parameters method) get_evaluation_metrics() (pybop.ChainProcessor method) (pybop.samplers.chain_processor.ChainProcessor method) get_finite_initial_cost() (pybop.Problem method) (pybop.problems.problem.Problem method) get_initial_value_transformed() (pybop.Parameter method) (pybop.parameters.parameter.Parameter method) get_initial_values() (pybop.Parameters method) (pybop.parameters.parameter.Parameters method) get_sigma0() (pybop.Parameters method) (pybop.parameters.parameter.Parameters method) get_subset() (pybop._dataset.Dataset method) (pybop.Dataset method) get_summary_statistics() (pybop.PosteriorSummary method) (pybop.samplers.mcmc_summary.PosteriorSummary method)

get_values() (pybop.Parameters method) (pybop.parameters.parameter.Parameters method) gitt_dataset (pybop.applications.gitt_methods.GITTFit attribute) (pybop.GITTFit attribute) gitt_pulse (pybop.applications.gitt_methods.GITTFit attribute) (pybop.GITTFit attribute) GITTFit (class in pybop) (class in pybop.applications.gitt_methods) GITTPulseFit (class in pybop) (class in pybop.applications.gitt_methods) go (pybop.plot.plotly_manager.PlotlyManager attribute), [1] (pybop.plot.PlotlyManager attribute), [1] (pybop.plot.standard_plots.StandardPlot attribute) (pybop.plot.StandardPlot attribute) (pybop.PosteriorSummary attribute) (pybop.samplers.mcmc_summary.PosteriorSummary attribute) grad_fail (pybop.costs.base_cost.BaseCost attribute) gradient_step (pybop.costs.likelihoods.LogPosterior attribute) (pybop.LogPosterior attribute) GradientDescent (class in pybop) (class in pybop.optimisers.pints_optimisers) GradientDescentImpl (class in pybop.optimisers) (class in pybop.optimisers._gradient_descent) GroupedSPM (class in pybop.models.lithium_ion) (class in pybop.models.lithium_ion.grouped_spm) GroupedSPMe (class in pybop.models.lithium_ion) (class in pybop.models.lithium_ion.grouped_spme)

H

HaarioACMC (class in pybop) (class in pybop.samplers.pints_samplers) HaarioBardenetACMC (class in pybop) (class in pybop.samplers.pints_samplers) HamiltonianMCMC (class in pybop) (class in pybop.samplers.pints_samplers) has_sensitivities (pybop.BaseSimulator property) (pybop.Problem property) (pybop.problems.problem.Problem property) (pybop.pybamm.eis_simulator.EISSimulator property) (pybop.pybamm.EISSimulator property) (pybop.pybamm.Simulator property) (pybop.pybamm.simulator.Simulator property) (pybop.simulators.base_simulator.BaseSimulator property)

I

icdf() (pybop.BasePrior method) (pybop.parameters.priors.BasePrior method) IdentityTransformation (class in transformations) init (pybop.SciPyDifferentialEvolutionOptions attribute) initial_conditions (pybop.ExponentialDecayModel attribute) (pybop.models._exponential_decay.ExponentialDecayModel attribute) initial_cost (pybop._result.OptimisationResult property) initial_phase_iterations (pybop.PintsSamplerOptions attribute) (pybop.samplers.base_pints_sampler.PintsSamplerOptions attribute) initial_state (pybop.pybamm.Simulator property) (pybop.pybamm.simulator.Simulator property) initial_value (pybop.Parameter property) (pybop.parameters.parameter.Parameter property) input_parameter_names (pybop.pybamm.eis_simulator.EISSimulator property) (pybop.pybamm.EISSimulator property) (pybop.pybamm.Simulator property) (pybop.pybamm.simulator.Simulator property) Inputs (in module pybop.parameters.parameter) install_plotly() (pybop.plot.plotly_manager.PlotlyManager static method) (pybop.plot.PlotlyManager static method) integration_time (pybop._utils.FailedSolution attribute) (pybop.FailedSolution attribute) inter (transformations.UnitHyperCube attribute), [1] intercept (transformations.ScaledTransformation attribute) interp1d (pybop.applications.base_method.Interpolant attribute) (pybop.Interpolant attribute) Interpolant (class in pybop) (class in pybop.applications.base_method) interpolate_point() (in module pybop.plot.voronoi)

inverse_coeff (transformations.ScaledTransformation attribute) InverseOCV (class in pybop) (class in pybop.applications.base_method) IRPropMin (class in pybop) (class in pybop.optimisers.pints_optimisers) IRPropPlus (class in pybop) (class in pybop.optimisers.pints_optimisers) IRPropPlusImpl (class in pybop.optimisers) (class in pybop.optimisers._irprop_plus) is_elementwise() (base_transformation.Transformation method) (transformations.ComposedTransformation method) (transformations.IdentityTransformation method) (transformations.LogTransformation method) (transformations.ScaledTransformation method) is_numeric() (in module pybop) (in module pybop._utils) items() (pybop._utils.FailedSolution method) (pybop.FailedSolution method) (pybop.Parameters method) (pybop.parameters.parameter.Parameters method) iter_time (pybop.BasePintsSampler attribute) (pybop.samplers.base_pints_sampler.BasePintsSampler attribute) iteration (pybop._logging.Logger attribute) (pybop.BasePintsOptimiser property) (pybop.BasePintsSampler property) (pybop.Logger attribute) (pybop.optimisers.base_pints_optimiser.BasePintsOptimiser property) (pybop.samplers.base_pints_sampler.BasePintsSampler property) iteration_number (pybop._result.OptimisationResult property)

J

jac (pybop.SciPyMinimizeOptions attribute), [1] jacobian() (base_transformation.Transformation method) (transformations.ComposedTransformation method) (transformations.IdentityTransformation method) (transformations.LogTransformation method) (transformations.ScaledTransformation method) jacobian_S1() (base_transformation.Transformation method) (transformations.ComposedTransformation method) (transformations.IdentityTransformation method) (transformations.LogTransformation method) (transformations.ScaledTransformation method)

join() (pybop.Parameters method) (pybop.parameters.parameter.Parameters method) join_parameters() (pybop.Problem method) (pybop.problems.problem.Problem method) joint_prior (pybop.costs.likelihoods.LogPosterior attribute) (pybop.LogPosterior attribute) JointPrior (class in pybop) (class in pybop.parameters.priors)

K

keys() (pybop._utils.FailedSolution method) (pybop.FailedSolution method) (pybop.Parameters method) (pybop.parameters.parameter.Parameters method)

L

lam (pybop.optimisers._adamw.AdamWImpl property) (pybop.optimisers.AdamWImpl property) layout (pybop.plot.standard_plots.StandardPlot attribute) (pybop.plot.StandardPlot attribute) learning_rate() (pybop.optimisers._gradient_descent.GradientDescentImpl method) (pybop.optimisers.GradientDescentImpl method) levy_flight() (pybop.optimisers._cuckoo.CuckooSearchImpl method) (pybop.optimisers.CuckooSearchImpl method) loc (pybop.BasePrior attribute) (pybop.Exponential attribute) (pybop.Gaussian attribute) (pybop.parameters.priors.BasePrior attribute) (pybop.parameters.priors.Exponential attribute) (pybop.parameters.priors.Gaussian attribute) (pybop.parameters.priors.Uniform attribute) (pybop.Uniform attribute) log_filename (pybop.PintsSamplerOptions attribute), [1] (pybop.samplers.base_pints_sampler.PintsSamplerOptions attribute), [1] log_jacobian_det() (base_transformation.Transformation method) (transformations.ComposedTransformation method) (transformations.IdentityTransformation method) (transformations.LogTransformation method) (transformations.ScaledTransformation method) log_jacobian_det_S1() (base_transformation.Transformation method) (transformations.ComposedTransformation method) (transformations.IdentityTransformation method) (transformations.LogTransformation method) (transformations.ScaledTransformation method)

log_likelihood (pybop.costs.likelihoods.LogPosterior attribute) (pybop.LogPosterior attribute) log_pdf (pybop.BaseSampler property) (pybop.samplers.base_sampler.BaseSampler property) log_to_screen (pybop.PintsSamplerOptions attribute), [1] (pybop.samplers.base_pints_sampler.PintsSamplerOptions attribute), [1] Logger (class in pybop) (class in pybop._logging) logger (pybop._result.OptimisationResult attribute) (pybop.BaseOptimiser property) (pybop.optimisers.base_optimiser.BaseOptimiser property) LogLikelihood (class in pybop) (class in pybop.costs.likelihoods) logpdf() (pybop.BasePrior method) (pybop.JointPrior method) (pybop.parameters.priors.BasePrior method) (pybop.parameters.priors.JointPrior method) logpdfS1() (pybop.BasePrior method) (pybop.parameters.priors.BasePrior method) LogPosterior (class in pybop) (class in pybop.costs.likelihoods) LogTransformation (class in transformations) lower (pybop.parameters.parameter.Bounds attribute), [1] (pybop.parameters.priors.Uniform attribute) (pybop.Uniform attribute) (transformations.UnitHyperCube attribute), [1]

M

M (pybop.pybamm.eis_simulator.EISSimulator attribute) (pybop.pybamm.EISSimulator attribute) make_subplots (pybop.plot.plotly_manager.PlotlyManager attribute), [1] (pybop.plot.PlotlyManager attribute), [1] (pybop.plot.standard_plots.StandardSubplot attribute) (pybop.plot.StandardSubplot attribute) MALAMCMC (class in pybop) (class in pybop.samplers.pints_samplers) max_evaluations (pybop.optimisers.base_pints_optimiser.PintsOptions attribute), [1] (pybop.PintsOptions attribute), [1] max_iterations (pybop.BasePintsOptimiser property) (pybop.BasePintsSampler property) (pybop.optimisers.base_pints_optimiser.BasePintsOptimiser property) (pybop.optimisers.base_pints_optimiser.PintsOptions attribute), [1] (pybop.PintsOptions attribute), [1] (pybop.PintsSamplerOptions attribute), [1] (pybop.samplers.base_pints_sampler.BasePintsSampler property) (pybop.samplers.base_pints_sampler.PintsSamplerOptions attribute), [1] max_unchanged_iterations (pybop.optimisers.base_pints_optimiser.PintsOptions attribute), [1] (pybop.PintsOptions attribute), [1] maxiter (pybop.SciPyDifferentialEvolutionOptions attribute) (pybop.SciPyMinimizeOptions attribute), [1] mean (pybop.BasePrior property) (pybop.parameters.priors.BasePrior property) (pybop.parameters.priors.Uniform property) (pybop.Uniform property) MeanAbsoluteError (class in pybop) (class in pybop.costs.error_measures) MeanSquaredError (class in pybop) (class in pybop.costs.error_measures) message (pybop._result.OptimisationResult attribute) (pybop._result.OptimisationResult property) MetaProblem (class in pybop) (class in pybop.problems.meta_problem) method (pybop.SciPyMinimizeOptions attribute), [1] MetropolisRandomWalkMCMC (class in pybop) (class in pybop.samplers.pints_samplers) min_iterations (pybop.optimisers.base_pints_optimiser.PintsOptions attribute), [1] (pybop.PintsOptions attribute), [1] minimising (pybop._result.OptimisationResult property) (pybop.costs.base_cost.BaseCost attribute), [1] (pybop.costs.design_cost.DesignCost attribute) (pybop.costs.likelihoods.LogLikelihood attribute) (pybop.DesignCost attribute) (pybop.LogLikelihood attribute) (pybop.Problem attribute) (pybop.Problem property) (pybop.problems.problem.Problem attribute) (pybop.problems.problem.Problem property) Minkowski (class in pybop) (class in pybop.costs.error_measures) model (pybop.applications.gitt_methods.GITTPulseFit attribute) (pybop.GITTPulseFit attribute) (pybop.pybamm.Simulator property) (pybop.pybamm.simulator.Simulator property) module base_transformation classification pybop pybop._dataset pybop._evaluation pybop._logging pybop._result pybop._utils pybop._version pybop.applications pybop.applications.base_method pybop.applications.gitt_methods pybop.applications.ocp_methods pybop.costs pybop.costs.base_cost pybop.costs.design_cost pybop.costs.error_measures pybop.costs.likelihoods pybop.costs.weighted_cost pybop.models pybop.models._exponential_decay pybop.models.lithium_ion pybop.models.lithium_ion.grouped_spm pybop.models.lithium_ion.grouped_spme pybop.models.lithium_ion.sp_diffusion pybop.models.lithium_ion.weppner_huggins pybop.optimisers pybop.optimisers._adamw pybop.optimisers._cuckoo pybop.optimisers._gradient_descent pybop.optimisers._irprop_plus pybop.optimisers._random_search pybop.optimisers._simulated_annealing pybop.optimisers.base_optimiser pybop.optimisers.base_pints_optimiser pybop.optimisers.pints_optimisers pybop.optimisers.scipy_optimisers pybop.parameters pybop.parameters.parameter pybop.parameters.priors pybop.plot pybop.plot.contour pybop.plot.convergence pybop.plot.dataset pybop.plot.nyquist pybop.plot.parameters pybop.plot.plotly_manager pybop.plot.problem pybop.plot.standard_plots pybop.plot.voronoi pybop.problems pybop.problems.meta_problem pybop.problems.problem pybop.pybamm pybop.pybamm.design_variables pybop.pybamm.eis_simulator pybop.pybamm.parameter_utils pybop.pybamm.simulator pybop.samplers pybop.samplers.base_pints_sampler pybop.samplers.base_sampler pybop.samplers.chain_processor pybop.samplers.mcmc_summary pybop.samplers.pints_samplers pybop.simulators pybop.simulators.base_simulator sensitivity_analysis transformations

MonomialGammaHamiltonianMCMC (class in pybop) (class in pybop.samplers.pints_samplers) MultiChainProcessor (class in pybop) (class in pybop.samplers.chain_processor) multistart (pybop.OptimiserOptions attribute), [1] (pybop.optimisers.base_optimiser.OptimiserOptions attribute), [1] mutation (pybop.SciPyDifferentialEvolutionOptions attribute)

N

n_chains (pybop.PintsSamplerOptions attribute) (pybop.SamplerOptions attribute), [1] (pybop.samplers.base_pints_sampler.PintsSamplerOptions attribute) (pybop.samplers.base_sampler.SamplerOptions attribute), [1] n_domain_data (pybop.costs.error_measures.ErrorMeasure attribute) (pybop.ErrorMeasure attribute) n_evaluations (pybop._result.OptimisationResult property) n_hyper_parameters() (pybop.optimisers._adamw.AdamWImpl method) (pybop.optimisers._gradient_descent.GradientDescentImpl method) (pybop.optimisers._simulated_annealing.SimulatedAnnealingImpl method) (pybop.optimisers.AdamWImpl method) (pybop.optimisers.GradientDescentImpl method) (pybop.optimisers.SimulatedAnnealingImpl method) n_iterations (pybop._result.OptimisationResult property) n_outputs (pybop.Problem attribute) (pybop.Problem property) (pybop.problems.problem.Problem attribute) (pybop.problems.problem.Problem property) n_parameters (base_transformation.Transformation property) (pybop.costs.base_cost.BaseCost property) (pybop.Problem property) (pybop.problems.problem.Problem property) n_runs (pybop._result.OptimisationResult attribute) n_samples (pybop.BasePintsSampler property) (pybop.samplers.base_pints_sampler.BasePintsSampler property) n_states (pybop.ExponentialDecayModel attribute) (pybop.models._exponential_decay.ExponentialDecayModel attribute) n_sto_points (pybop.applications.ocp_methods.OCPAverage attribute) (pybop.applications.ocp_methods.OCPMerge attribute) (pybop.OCPAverage attribute) (pybop.OCPMerge attribute) name (pybop._utils.FailedVariable attribute) (pybop.applications.base_method.Interpolant attribute) (pybop.BasePintsOptimiser property) (pybop.costs.error_measures.ErrorMeasure property) (pybop.ErrorMeasure property) (pybop.Exponential attribute) (pybop.FailedVariable attribute) (pybop.Gaussian attribute) (pybop.Interpolant attribute) (pybop.optimisers.base_pints_optimiser.BasePintsOptimiser property) (pybop.optimisers.scipy_optimisers.SciPyDifferentialEvolution property) (pybop.optimisers.scipy_optimisers.SciPyMinimize property) (pybop.parameters.priors.Exponential attribute) (pybop.parameters.priors.Gaussian attribute) (pybop.parameters.priors.Uniform attribute) (pybop.SciPyDifferentialEvolution property) (pybop.SciPyMinimize property) (pybop.Uniform attribute)

name() (pybop.BaseOptimiser method) (pybop.optimisers._adamw.AdamWImpl method) (pybop.optimisers._cuckoo.CuckooSearchImpl method) (pybop.optimisers._gradient_descent.GradientDescentImpl method) (pybop.optimisers._irprop_plus.IRPropPlusImpl method) (pybop.optimisers._random_search.RandomSearchImpl method) (pybop.optimisers._simulated_annealing.SimulatedAnnealingImpl method) (pybop.optimisers.AdamWImpl method) (pybop.optimisers.base_optimiser.BaseOptimiser method) (pybop.optimisers.CuckooSearchImpl method) (pybop.optimisers.GradientDescentImpl method) (pybop.optimisers.IRPropPlusImpl method) (pybop.optimisers.RandomSearchImpl method) (pybop.optimisers.SimulatedAnnealingImpl method) names (pybop.Parameters property) (pybop.parameters.parameter.Parameters property) needs_sensitivities (pybop.BasePintsSampler property) (pybop.samplers.base_pints_sampler.BasePintsSampler property) needs_sensitivities() (pybop.optimisers._adamw.AdamWImpl method) (pybop.optimisers._gradient_descent.GradientDescentImpl method) (pybop.optimisers._irprop_plus.IRPropPlusImpl method) (pybop.optimisers._simulated_annealing.SimulatedAnnealingImpl method) (pybop.optimisers.AdamWImpl method) (pybop.optimisers.GradientDescentImpl method) (pybop.optimisers.IRPropPlusImpl method) (pybop.optimisers.SimulatedAnnealingImpl method) NelderMead (class in pybop) (class in pybop.optimisers.pints_optimisers) num_cols (pybop.plot.standard_plots.StandardSubplot attribute) (pybop.plot.StandardSubplot attribute) num_parameters (pybop.PosteriorSummary attribute) (pybop.samplers.mcmc_summary.PosteriorSummary attribute) num_rows (pybop.plot.standard_plots.StandardSubplot attribute) (pybop.plot.StandardSubplot attribute) num_traces (pybop.plot.standard_plots.StandardSubplot attribute) (pybop.plot.StandardSubplot attribute) NumericValue (in module pybop.parameters.parameter) NUTS (class in pybop) (class in pybop.samplers.pints_samplers) nyquist() (in module pybop.plot) (in module pybop.plot.nyquist)

O

ocp_charge (pybop.applications.ocp_methods.OCPAverage attribute) (pybop.applications.ocp_methods.OCPMerge attribute) (pybop.OCPAverage attribute) (pybop.OCPMerge attribute) ocp_discharge (pybop.applications.ocp_methods.OCPAverage attribute) (pybop.applications.ocp_methods.OCPMerge attribute) (pybop.OCPAverage attribute) (pybop.OCPMerge attribute) OCPAverage (class in pybop) (class in pybop.applications.ocp_methods) OCPCapacityToStoichiometry (class in pybop) (class in pybop.applications.ocp_methods) OCPMerge (class in pybop) (class in pybop.applications.ocp_methods) ocv_dataset (pybop.applications.ocp_methods.OCPCapacityToStoichiometry attribute) (pybop.OCPCapacityToStoichiometry attribute) ocv_function (pybop.applications.base_method.InverseOCV attribute) (pybop.applications.ocp_methods.OCPCapacityToStoichiometry attribute) (pybop.InverseOCV attribute) (pybop.OCPCapacityToStoichiometry attribute) optim (pybop._result.OptimisationResult attribute) (pybop._result.OptimisationResult property) (pybop.applications.gitt_methods.GITTPulseFit attribute) (pybop.GITTPulseFit attribute)

optim_name (pybop._result.OptimisationResult attribute), [1] OptimisationResult (class in pybop._result) optimiser (pybop.applications.base_method.InverseOCV attribute) (pybop.applications.gitt_methods.GITTFit attribute) (pybop.applications.gitt_methods.GITTPulseFit attribute) (pybop.applications.ocp_methods.OCPAverage attribute) (pybop.applications.ocp_methods.OCPCapacityToStoichiometry attribute) (pybop.BasePintsOptimiser property) (pybop.GITTFit attribute) (pybop.GITTPulseFit attribute) (pybop.InverseOCV attribute) (pybop.OCPAverage attribute) (pybop.OCPCapacityToStoichiometry attribute) (pybop.optimisers.base_pints_optimiser.BasePintsOptimiser property) OptimiserOptions (class in pybop) (class in pybop.optimisers.base_optimiser) options (pybop.BaseOptimiser property) (pybop.BaseSampler property) (pybop.optimisers.base_optimiser.BaseOptimiser property) (pybop.samplers.base_sampler.BaseSampler property) output_variables (pybop.pybamm.Simulator property) (pybop.pybamm.simulator.Simulator property)

P

p (pybop.costs.error_measures.Minkowski attribute) (pybop.costs.error_measures.SumOfPower attribute) (pybop.Minkowski attribute) (pybop.SumOfPower attribute) pa (pybop.optimisers._cuckoo.CuckooSearchImpl property) (pybop.optimisers.CuckooSearchImpl property) Parameter (class in pybop) (class in pybop.parameters.parameter) parameter_names (pybop._utils.FailedSolution property) (pybop.FailedSolution property) parameter_values (pybop._result.OptimisationResult property) (pybop.applications.gitt_methods.GITTFit attribute) (pybop.applications.gitt_methods.GITTPulseFit attribute) (pybop.GITTFit attribute) (pybop.GITTPulseFit attribute) (pybop.pybamm.eis_simulator.EISSimulator property) (pybop.pybamm.EISSimulator property) (pybop.pybamm.Simulator property) (pybop.pybamm.simulator.Simulator property) ParameterError ParameterNotFoundError Parameters (class in pybop) (class in pybop.parameters.parameter) parameters (pybop.applications.gitt_methods.GITTPulseFit attribute) (pybop.BaseSimulator attribute) (pybop.costs.base_cost.BaseCost attribute) (pybop.costs.likelihoods.LogLikelihood attribute) (pybop.costs.likelihoods.LogPosterior attribute) (pybop.GITTPulseFit attribute) (pybop.LogLikelihood attribute) (pybop.LogPosterior attribute) (pybop.MetaProblem attribute) (pybop.Problem property) (pybop.problems.meta_problem.MetaProblem attribute) (pybop.problems.problem.Problem property) (pybop.simulators.base_simulator.BaseSimulator attribute) parameters() (in module pybop.plot) (in module pybop.plot.parameters) ParameterValidationError parse_data() (pybop.plot.standard_plots.StandardPlot method) (pybop.plot.StandardPlot method) pdf() (pybop.BasePrior method) (pybop.parameters.priors.BasePrior method) PintsOptions (class in pybop) (class in pybop.optimisers.base_pints_optimiser) PintsSamplerOptions (class in pybop) (class in pybop.samplers.base_pints_sampler) pio (pybop.plot.plotly_manager.PlotlyManager attribute), [1] (pybop.plot.PlotlyManager attribute), [1] plot() (pybop._utils.FailedSolution method) (pybop.FailedSolution method) plot_chains() (pybop.PosteriorSummary method) (pybop.samplers.mcmc_summary.PosteriorSummary method) plot_contour() (pybop._result.OptimisationResult method) plot_convergence() (pybop._result.OptimisationResult method) plot_parameters() (pybop._result.OptimisationResult method) plot_posterior() (pybop.PosteriorSummary method) (pybop.samplers.mcmc_summary.PosteriorSummary method) plot_surface() (pybop._result.OptimisationResult method) plot_trace() (pybop.PosteriorSummary method) (pybop.samplers.mcmc_summary.PosteriorSummary method) PlotlyManager (class in pybop.plot) (class in pybop.plot.plotly_manager) polish (pybop.SciPyDifferentialEvolutionOptions attribute) popsize (pybop.SciPyDifferentialEvolutionOptions attribute) PopulationEvaluator (class in pybop) (class in pybop._evaluation) PopulationMCMC (class in pybop) (class in pybop.samplers.pints_samplers) post_install_setup() (pybop.plot.plotly_manager.PlotlyManager method) (pybop.plot.PlotlyManager method) PosteriorSummary (class in pybop) (class in pybop.samplers.mcmc_summary) prior (pybop.BasePrior attribute) (pybop.costs.likelihoods.LogPosterior attribute) (pybop.Exponential attribute) (pybop.Gaussian attribute) (pybop.LogPosterior attribute) (pybop.Parameter property) (pybop.parameters.parameter.Parameter property) (pybop.parameters.priors.BasePrior attribute) (pybop.parameters.priors.Exponential attribute) (pybop.parameters.priors.Gaussian attribute) (pybop.parameters.priors.Uniform attribute) (pybop.Uniform attribute) priors() (pybop.Parameters method) (pybop.parameters.parameter.Parameters method) Problem (class in pybop) (class in pybop.problems.problem) problem (pybop._evaluation.BaseEvaluator attribute) (pybop.BaseOptimiser property) (pybop.optimisers.base_optimiser.BaseOptimiser property) problem() (in module pybop.plot) (in module pybop.plot.problem) problems (pybop.MetaProblem attribute) (pybop.problems.meta_problem.MetaProblem attribute) process_boundary_conditions() (pybop._utils.SymbolReplacer method) (pybop.SymbolReplacer method) process_chain() (pybop.ChainProcessor method) (pybop.MultiChainProcessor method) (pybop.samplers.chain_processor.ChainProcessor method) (pybop.samplers.chain_processor.MultiChainProcessor method) (pybop.samplers.chain_processor.SingleChainProcessor method) (pybop.SingleChainProcessor method) process_model() (pybop._utils.SymbolReplacer method) (pybop.SymbolReplacer method) process_symbol() (pybop._utils.SymbolReplacer method) (pybop.SymbolReplacer method) prompt_for_plotly_installation() (pybop.plot.plotly_manager.PlotlyManager method) (pybop.plot.PlotlyManager method) PSO (class in pybop) (class in pybop.optimisers.pints_optimisers) pulse_index (pybop.applications.gitt_methods.GITTFit attribute) (pybop.GITTFit attribute) pybop module pybop._dataset module pybop._evaluation module pybop._logging module

pybop._result module pybop._utils module pybop._version module pybop.applications module pybop.applications.base_method module pybop.applications.gitt_methods module pybop.applications.ocp_methods module pybop.costs module pybop.costs.base_cost module pybop.costs.design_cost module pybop.costs.error_measures module pybop.costs.likelihoods module pybop.costs.weighted_cost module pybop.models module pybop.models._exponential_decay module pybop.models.lithium_ion module pybop.models.lithium_ion.grouped_spm module pybop.models.lithium_ion.grouped_spme module pybop.models.lithium_ion.sp_diffusion module pybop.models.lithium_ion.weppner_huggins module pybop.optimisers module pybop.optimisers._adamw module pybop.optimisers._cuckoo module pybop.optimisers._gradient_descent module pybop.optimisers._irprop_plus module pybop.optimisers._random_search module pybop.optimisers._simulated_annealing module pybop.optimisers.base_optimiser module pybop.optimisers.base_pints_optimiser module pybop.optimisers.pints_optimisers module pybop.optimisers.scipy_optimisers module pybop.parameters module pybop.parameters.parameter module pybop.parameters.priors module pybop.plot module pybop.plot.contour module pybop.plot.convergence module pybop.plot.dataset module pybop.plot.nyquist module pybop.plot.parameters module pybop.plot.plotly_manager module pybop.plot.problem module pybop.plot.standard_plots module pybop.plot.voronoi module pybop.problems module pybop.problems.meta_problem module pybop.problems.problem module pybop.pybamm module pybop.pybamm.design_variables module pybop.pybamm.eis_simulator module pybop.pybamm.parameter_utils module pybop.pybamm.simulator module pybop.samplers module pybop.samplers.base_pints_sampler module pybop.samplers.base_sampler module pybop.samplers.chain_processor module pybop.samplers.mcmc_summary module pybop.samplers.pints_samplers module pybop.simulators module pybop.simulators.base_simulator module

R

R0() (pybop.models.lithium_ion.sp_diffusion.SPDiffusion method) (pybop.models.lithium_ion.SPDiffusion method) RandomSearch (class in pybop) (class in pybop.optimisers.pints_optimisers) RandomSearchImpl (class in pybop.optimisers) (class in pybop.optimisers._random_search) RaoBlackwellACMC (class in pybop) (class in pybop.samplers.pints_samplers) rebuild_model() (pybop.pybamm.Simulator method) (pybop.pybamm.simulator.Simulator method) recombination (pybop.SciPyDifferentialEvolutionOptions attribute) RecommendedSolver (class in pybop) (class in pybop._utils) relative_tolerance (pybop.optimisers.base_pints_optimiser.PintsOptions attribute), [1] (pybop.PintsOptions attribute), [1] RelativisticMCMC (class in pybop) (class in pybop.samplers.pints_samplers) remove() (pybop.Parameters method) (pybop.parameters.parameter.Parameters method) remove_bounds() (pybop.Parameters method) (pybop.parameters.parameter.Parameters method) remove_brackets() (pybop.plot.standard_plots.StandardPlot static method) (pybop.plot.StandardPlot static method) requires_model_rebuild (pybop.pybamm.Simulator property) (pybop.pybamm.simulator.Simulator property) reset() (pybop._logging.Logger method) (pybop.Logger method) reset_to_initial() (pybop.Parameter method) (pybop.Parameters method) (pybop.parameters.parameter.Parameter method) (pybop.parameters.parameter.Parameters method)

results (pybop.applications.gitt_methods.GITTPulseFit attribute) (pybop.GITTPulseFit attribute) rhat() (pybop.PosteriorSummary method) (pybop.samplers.mcmc_summary.PosteriorSummary method) rhs (pybop.ExponentialDecayModel attribute) (pybop.models._exponential_decay.ExponentialDecayModel attribute) RootMeanSquaredError (class in pybop) (class in pybop.costs.error_measures) run() (pybop.BaseOptimiser method) (pybop.BasePintsSampler method) (pybop.BaseSampler method) (pybop.optimisers.base_optimiser.BaseOptimiser method) (pybop.samplers.base_pints_sampler.BasePintsSampler method) (pybop.samplers.base_sampler.BaseSampler method) running() (pybop.optimisers._adamw.AdamWImpl method) (pybop.optimisers._cuckoo.CuckooSearchImpl method) (pybop.optimisers._gradient_descent.GradientDescentImpl method) (pybop.optimisers._irprop_plus.IRPropPlusImpl method) (pybop.optimisers._random_search.RandomSearchImpl method) (pybop.optimisers._simulated_annealing.SimulatedAnnealingImpl method) (pybop.optimisers.AdamWImpl method) (pybop.optimisers.CuckooSearchImpl method) (pybop.optimisers.GradientDescentImpl method) (pybop.optimisers.IRPropPlusImpl method) (pybop.optimisers.RandomSearchImpl method) (pybop.optimisers.SimulatedAnnealingImpl method) rvs() (pybop.BasePrior method) (pybop.parameters.priors.BasePrior method)

S

sample_from_prior() (pybop.Parameter method) (pybop.parameters.parameter.Parameter method) sample_from_priors() (pybop.Parameters method) (pybop.parameters.parameter.Parameters method) sampled_logpdf (pybop.BasePintsSampler property) (pybop.samplers.base_pints_sampler.BasePintsSampler property) sampled_prior (pybop.BasePintsSampler property) (pybop.samplers.base_pints_sampler.BasePintsSampler property) sampler (pybop.ChainProcessor attribute) (pybop.samplers.chain_processor.ChainProcessor attribute) SamplerOptions (class in pybop) (class in pybop.samplers.base_sampler) samplers (pybop.BasePintsSampler property) (pybop.samplers.base_pints_sampler.BasePintsSampler property) save() (pybop._utils.FailedSolution method) (pybop.FailedSolution method) ScalarEvaluator (class in pybop) (class in pybop._evaluation) scale (pybop.BasePrior attribute) (pybop.Exponential attribute) (pybop.Gaussian attribute) (pybop.parameters.priors.BasePrior attribute) (pybop.parameters.priors.Exponential attribute) (pybop.parameters.priors.Gaussian attribute) (pybop.parameters.priors.Uniform attribute) (pybop.Uniform attribute) ScaledTransformation (class in transformations) scipy_bounds() (pybop.BaseSciPyOptimiser method) scipy_result (pybop._result.OptimisationResult attribute) (pybop._result.OptimisationResult property) SciPyDifferentialEvolution (class in pybop) (class in pybop.optimisers.scipy_optimisers) SciPyDifferentialEvolutionOptions (class in pybop) SciPyMinimize (class in pybop) (class in pybop.optimisers.scipy_optimisers) SciPyMinimizeOptions (class in pybop) script_path (in module pybop) seed (pybop.SciPyDifferentialEvolutionOptions attribute) sensitivities (pybop._utils.FailedVariable attribute) (pybop.FailedVariable attribute) sensitivity_analysis module sensitivity_analysis() (in module sensitivity_analysis) (pybop.Problem method) (pybop.problems.problem.Problem method) SequentialEvaluator (class in pybop) (class in pybop._evaluation) set_bounds() (pybop.Parameter method) (pybop.parameters.parameter.Parameter method) set_f_guessed_tracking() (pybop.BasePintsOptimiser method) (pybop.optimisers.base_pints_optimiser.BasePintsOptimiser method) set_fail_gradient() (pybop.costs.base_cost.BaseCost method) set_formation_concentrations() (in module pybop.pybamm) (in module pybop.pybamm.parameter_utils) set_hyper_parameters() (pybop.optimisers._gradient_descent.GradientDescentImpl method) (pybop.optimisers.GradientDescentImpl method) set_initial_phase_iterations() (pybop.BaseSampler method) (pybop.samplers.base_sampler.BaseSampler method) set_initial_state() (in module pybop.models.lithium_ion.grouped_spm) (in module pybop.models.lithium_ion.grouped_spme) (in module pybop.models.lithium_ion.sp_diffusion) (in module pybop.models.lithium_ion.weppner_huggins) set_joint_prior() (pybop.costs.likelihoods.LogPosterior method) (pybop.LogPosterior method) set_learning_rate() (pybop.optimisers._gradient_descent.GradientDescentImpl method) (pybop.optimisers.GradientDescentImpl method) set_max_evaluations() (pybop.BasePintsOptimiser method) (pybop.optimisers.base_pints_optimiser.BasePintsOptimiser method) set_max_iterations() (pybop.BasePintsOptimiser method) (pybop.BaseSampler method) (pybop.optimisers.base_pints_optimiser.BasePintsOptimiser method) (pybop.samplers.base_sampler.BaseSampler method) set_max_unchanged_iterations() (pybop.BasePintsOptimiser method) (pybop.optimisers.base_pints_optimiser.BasePintsOptimiser method) set_min_iterations() (pybop.BasePintsOptimiser method) (pybop.optimisers.base_pints_optimiser.BasePintsOptimiser method) set_output_variables() (pybop.BaseSimulator method) (pybop.pybamm.Simulator method) (pybop.pybamm.simulator.Simulator method) (pybop.simulators.base_simulator.BaseSimulator method) set_population_size() (pybop.BasePintsOptimiser method) (pybop.optimisers.base_pints_optimiser.BasePintsOptimiser method) set_sigma0() (pybop.costs.likelihoods.GaussianLogLikelihood method) (pybop.costs.likelihoods.GaussianLogLikelihoodKnownSigma method) (pybop.costs.likelihoods.LogLikelihood method) (pybop.GaussianLogLikelihood method) (pybop.GaussianLogLikelihoodKnownSigma method) (pybop.LogLikelihood method) set_target() (pybop.costs.error_measures.ErrorMeasure method) (pybop.ErrorMeasure method)

set_threshold() (pybop.BasePintsOptimiser method) (pybop.optimisers.base_pints_optimiser.BasePintsOptimiser method) set_up_for_eis() (pybop.pybamm.eis_simulator.EISSimulator method) (pybop.pybamm.EISSimulator method) set_warm_up_iterations() (pybop.BaseSampler method) (pybop.samplers.base_sampler.BaseSampler method) set_weighting() (pybop.costs.error_measures.ErrorMeasure method) (pybop.ErrorMeasure method) sig_digits (pybop.PosteriorSummary attribute) (pybop.samplers.mcmc_summary.PosteriorSummary attribute) sigma (pybop.BasePrior property) (pybop.optimisers.base_pints_optimiser.PintsOptions attribute), [1] (pybop.parameters.priors.BasePrior property) (pybop.parameters.priors.Uniform property) (pybop.PintsOptions attribute), [1] (pybop.Uniform property) sigma0 (pybop.costs.likelihoods.LogLikelihood attribute) (pybop.LogLikelihood attribute) signif() (pybop.PosteriorSummary method) (pybop.samplers.mcmc_summary.PosteriorSummary method) simulate() (pybop.BaseSimulator method) (pybop.Problem method) (pybop.problems.problem.Problem method) (pybop.pybamm.eis_simulator.EISSimulator method) (pybop.pybamm.EISSimulator method) (pybop.pybamm.Simulator method) (pybop.pybamm.simulator.Simulator method) (pybop.simulators.base_simulator.BaseSimulator method) SimulatedAnnealing (class in pybop) (class in pybop.optimisers.pints_optimisers) SimulatedAnnealingImpl (class in pybop.optimisers) (class in pybop.optimisers._simulated_annealing) simulateS1() (pybop.Problem method) (pybop.problems.problem.Problem method) simulation (pybop.pybamm.eis_simulator.EISSimulator property) (pybop.pybamm.EISSimulator property) Simulator (class in pybop.pybamm) (class in pybop.pybamm.simulator) simulator (pybop.Problem property) (pybop.problems.problem.Problem property) single_call() (pybop.MetaProblem method) (pybop.Problem method) (pybop.problems.meta_problem.MetaProblem method) (pybop.problems.problem.Problem method) single_chain (pybop.BasePintsSampler property) (pybop.samplers.base_pints_sampler.BasePintsSampler property) SingleChainProcessor (class in pybop) (class in pybop.samplers.chain_processor) SliceDoublingMCMC (class in pybop) (class in pybop.samplers.pints_samplers) SliceRankShrinkingMCMC (class in pybop) (class in pybop.samplers.pints_samplers) SliceStepoutMCMC (class in pybop) (class in pybop.samplers.pints_samplers) SNES (class in pybop) (class in pybop.optimisers.pints_optimisers) solve() (pybop.pybamm.Simulator method) (pybop.pybamm.simulator.Simulator method) solve_time (pybop._utils.FailedSolution attribute) (pybop.FailedSolution attribute) solver (pybop.pybamm.Simulator property) (pybop.pybamm.simulator.Simulator property) solver_options (pybop.SciPyMinimizeOptions attribute), [1] SPDiffusion (class in pybop.models.lithium_ion) (class in pybop.models.lithium_ion.sp_diffusion) stack_sensitivities() (pybop.costs.base_cost.BaseCost method) StandardPlot (class in pybop.plot) (class in pybop.plot.standard_plots) StandardSubplot (class in pybop.plot) (class in pybop.plot.standard_plots) step_max (pybop.optimisers._irprop_plus.IRPropPlusImpl attribute), [1] (pybop.optimisers.IRPropPlusImpl attribute), [1] step_min (pybop.optimisers._irprop_plus.IRPropPlusImpl attribute), [1] (pybop.optimisers.IRPropPlusImpl attribute), [1] step_size (pybop.optimisers._cuckoo.CuckooSearchImpl attribute) (pybop.optimisers.CuckooSearchImpl attribute) store_samples() (pybop.ChainProcessor method) (pybop.samplers.chain_processor.ChainProcessor method) strategy (pybop.SciPyDifferentialEvolutionOptions attribute) subplot_options (pybop.plot.standard_plots.StandardSubplot attribute) (pybop.plot.StandardSubplot attribute) summary_table() (pybop.PosteriorSummary method) (pybop.samplers.mcmc_summary.PosteriorSummary method) SumOfPower (class in pybop) (class in pybop.costs.error_measures) SumSquaredError (class in pybop) (class in pybop.costs.error_measures) surface() (in module pybop.plot) (in module pybop.plot.voronoi) SymbolReplacer (class in pybop) (class in pybop._utils)

T

t_eval (pybop._utils.FailedSolution property) (pybop.FailedSolution property) (pybop.pybamm.Simulator attribute) (pybop.pybamm.simulator.Simulator attribute) t_interp (pybop.pybamm.Simulator attribute) (pybop.pybamm.simulator.Simulator attribute) target (pybop.costs.base_cost.BaseCost attribute) (pybop.costs.design_cost.DesignCost attribute) (pybop.costs.error_measures.ErrorMeasure attribute) (pybop.costs.weighted_cost.WeightedCost attribute) (pybop.DesignCost attribute) (pybop.ErrorMeasure attribute) (pybop.Problem property) (pybop.problems.problem.Problem property) (pybop.WeightedCost attribute) target_data (pybop.costs.base_cost.BaseCost property) (pybop.costs.error_measures.ErrorMeasure attribute) (pybop.costs.error_measures.ErrorMeasure property) (pybop.ErrorMeasure attribute) (pybop.ErrorMeasure property) (pybop.Problem attribute) (pybop.Problem property) (pybop.problems.problem.Problem attribute) (pybop.problems.problem.Problem property) tau_d() (pybop.models.lithium_ion.sp_diffusion.SPDiffusion method) (pybop.models.lithium_ion.SPDiffusion method) tell() (pybop.optimisers._adamw.AdamWImpl method) (pybop.optimisers._cuckoo.CuckooSearchImpl method) (pybop.optimisers._gradient_descent.GradientDescentImpl method) (pybop.optimisers._irprop_plus.IRPropPlusImpl method) (pybop.optimisers._random_search.RandomSearchImpl method) (pybop.optimisers._simulated_annealing.SimulatedAnnealingImpl method) (pybop.optimisers.AdamWImpl method) (pybop.optimisers.CuckooSearchImpl method) (pybop.optimisers.GradientDescentImpl method) (pybop.optimisers.IRPropPlusImpl method) (pybop.optimisers.RandomSearchImpl method) (pybop.optimisers.SimulatedAnnealingImpl method)

temperature (pybop.optimisers._simulated_annealing.SimulatedAnnealingImpl property) (pybop.optimisers.SimulatedAnnealingImpl property) termination (pybop._utils.FailedSolution attribute) (pybop.FailedSolution attribute) threshold (pybop.optimisers.base_pints_optimiser.PintsOptions attribute), [1] (pybop.PintsOptions attribute), [1] time (pybop._result.OptimisationResult attribute) (pybop._result.OptimisationResult property) to_dict() (pybop.Parameters method) (pybop.parameters.parameter.Parameters method) (pybop.SciPyDifferentialEvolutionOptions method) (pybop.SciPyMinimizeOptions method) to_inputs() (pybop.Parameters method) (pybop.parameters.parameter.Parameters method) to_model() (base_transformation.Transformation method) to_search() (base_transformation.Transformation method) tol (pybop.SciPyDifferentialEvolutionOptions attribute) (pybop.SciPyMinimizeOptions attribute), [1] total_evaluations() (pybop._result.OptimisationResult method) total_iterations() (pybop._result.OptimisationResult method) total_runtime() (pybop._result.OptimisationResult method) trace_name_width (pybop.plot.standard_plots.StandardPlot attribute) (pybop.plot.StandardPlot attribute) trace_options (pybop.plot.standard_plots.StandardPlot attribute) (pybop.plot.StandardPlot attribute) traces (pybop.plot.standard_plots.StandardPlot attribute) (pybop.plot.StandardPlot attribute) trajectories() (in module pybop.plot) (in module pybop.plot.standard_plots) Transformation (class in base_transformation) transformation (pybop._evaluation.BaseEvaluator attribute) (pybop.Parameter property) (pybop.Parameters property) (pybop.parameters.parameter.Parameter property) (pybop.parameters.parameter.Parameters property) transformations module truncate_region_by_axis() (in module pybop.plot.voronoi)

U

U() (pybop.models.lithium_ion.grouped_spm.GroupedSPM method) (pybop.models.lithium_ion.grouped_spme.GroupedSPMe method) (pybop.models.lithium_ion.GroupedSPM method) (pybop.models.lithium_ion.GroupedSPMe method) (pybop.models.lithium_ion.sp_diffusion.SPDiffusion method) (pybop.models.lithium_ion.SPDiffusion method) Uniform (class in pybop) (class in pybop.parameters.priors) UnitHyperCube (class in transformations) update() (pybop.Parameters method) (pybop.parameters.parameter.Parameters method)

update_accepted_sample() (pybop.ChainProcessor method) (pybop.samplers.chain_processor.ChainProcessor method) update_initial_value() (pybop.Parameter method) (pybop.parameters.parameter.Parameter method) update_value() (pybop.Parameter method) (pybop.parameters.parameter.Parameter method) upper (pybop.parameters.parameter.Bounds attribute), [1] (pybop.parameters.priors.Uniform attribute) (pybop.Uniform attribute) (transformations.UnitHyperCube attribute), [1] use_f_guessed (pybop.optimisers.base_pints_optimiser.PintsOptions attribute), [1] (pybop.PintsOptions attribute), [1]

V

validate() (pybop.OptimiserOptions method) (pybop.optimisers.base_optimiser.OptimiserOptions method) (pybop.optimisers.base_pints_optimiser.PintsOptions method) (pybop.PintsOptions method) (pybop.PintsSamplerOptions method) (pybop.SamplerOptions method) (pybop.samplers.base_pints_sampler.PintsSamplerOptions method) (pybop.samplers.base_sampler.SamplerOptions method) (pybop.SciPyMinimizeOptions method) values() (pybop._utils.FailedSolution method) (pybop.FailedSolution method) (pybop.Parameters method) (pybop.parameters.parameter.Parameters method) variable_names (pybop._utils.FailedSolution property) (pybop.FailedSolution property) variables (pybop.ExponentialDecayModel attribute) (pybop.models._exponential_decay.ExponentialDecayModel attribute) (pybop.models.lithium_ion.grouped_spm.GroupedSPM attribute) (pybop.models.lithium_ion.grouped_spme.GroupedSPMe attribute) (pybop.models.lithium_ion.GroupedSPM attribute) (pybop.models.lithium_ion.GroupedSPMe attribute) (pybop.models.lithium_ion.sp_diffusion.SPDiffusion attribute) (pybop.models.lithium_ion.SPDiffusion attribute) (pybop.models.lithium_ion.weppner_huggins.WeppnerHuggins attribute) (pybop.models.lithium_ion.WeppnerHuggins attribute) verbose (pybop._logging.Logger attribute) (pybop.applications.base_method.InverseOCV attribute) (pybop.applications.gitt_methods.GITTFit attribute) (pybop.applications.gitt_methods.GITTPulseFit attribute) (pybop.applications.ocp_methods.OCPAverage attribute) (pybop.applications.ocp_methods.OCPCapacityToStoichiometry attribute) (pybop.BaseOptimiser attribute) (pybop.GITTFit attribute) (pybop.GITTPulseFit attribute) (pybop.InverseOCV attribute) (pybop.Logger attribute) (pybop.OCPAverage attribute) (pybop.OCPCapacityToStoichiometry attribute) (pybop.OptimiserOptions attribute), [1] (pybop.optimisers.base_optimiser.BaseOptimiser attribute) (pybop.optimisers.base_optimiser.OptimiserOptions attribute), [1] (pybop.PintsSamplerOptions attribute), [1] (pybop.pybamm.Simulator attribute) (pybop.pybamm.simulator.Simulator attribute) (pybop.samplers.base_pints_sampler.PintsSamplerOptions attribute), [1]

verbose_print_rate (pybop._logging.Logger attribute) (pybop.BaseOptimiser attribute) (pybop.Logger attribute) (pybop.OptimiserOptions attribute), [1] (pybop.optimisers.base_optimiser.BaseOptimiser attribute) (pybop.optimisers.base_optimiser.OptimiserOptions attribute), [1] verify() (pybop.BasePrior method) (pybop.parameters.priors.BasePrior method) verify_input() (base_transformation.Transformation method) verify_inputs() (pybop.Parameters method) (pybop.parameters.parameter.Parameters method) verify_prediction() (pybop.costs.design_cost.DesignCost method) (pybop.costs.error_measures.ErrorMeasure method) (pybop.DesignCost method) (pybop.ErrorMeasure method)

W

warm_up_iterations (pybop.PintsSamplerOptions attribute), [1] (pybop.samplers.base_pints_sampler.PintsSamplerOptions attribute), [1] warning_patterns (pybop.pybamm.Simulator attribute) (pybop.pybamm.simulator.Simulator attribute) WeightedCost (class in pybop) (class in pybop.costs.weighted_cost)

WeppnerHuggins (class in pybop.models.lithium_ion) (class in pybop.models.lithium_ion.weppner_huggins) width() (pybop.parameters.parameter.Bounds method) wrap_text() (pybop.plot.standard_plots.StandardPlot static method) (pybop.plot.StandardPlot static method)

X

x (pybop._result.OptimisationResult property) (pybop.applications.base_method.Interpolant attribute) (pybop.Interpolant attribute) x0 (pybop._logging.Logger property) (pybop._result.OptimisationResult property) (pybop.BaseSampler property) (pybop.Logger property) (pybop.samplers.base_sampler.BaseSampler property) x_best() (pybop.optimisers._adamw.AdamWImpl method) (pybop.optimisers._cuckoo.CuckooSearchImpl method) (pybop.optimisers._gradient_descent.GradientDescentImpl method) (pybop.optimisers._irprop_plus.IRPropPlusImpl method) (pybop.optimisers._random_search.RandomSearchImpl method) (pybop.optimisers._simulated_annealing.SimulatedAnnealingImpl method) (pybop.optimisers.AdamWImpl method) (pybop.optimisers.CuckooSearchImpl method) (pybop.optimisers.GradientDescentImpl method) (pybop.optimisers.IRPropPlusImpl method) (pybop.optimisers.RandomSearchImpl method) (pybop.optimisers.SimulatedAnnealingImpl method)

x_guessed() (pybop.optimisers._adamw.AdamWImpl method) (pybop.optimisers.AdamWImpl method) x_model (pybop._result.OptimisationResult property) XNES (class in pybop) (class in pybop.optimisers.pints_optimisers)

Y

y (pybop.applications.base_method.Interpolant attribute) (pybop.Interpolant attribute)

Z

z_scale (pybop.pybamm.eis_simulator.EISSimulator attribute) (pybop.pybamm.EISSimulator attribute)