Index

_

__call__() (pybop._costs.BaseCost method) (pybop._costs.RootMeanSquaredError method) (pybop._costs.SumSquaredError method) (pybop.BaseCost method) (pybop.plotting.quick_plot.StandardPlot method) (pybop.RootMeanSquaredError method) (pybop.StandardPlot method) (pybop.SumSquaredError method) __repr__() (pybop._dataset.Dataset method) (pybop.Dataset method) (pybop.Exponential method) (pybop.Gaussian method) (pybop.Parameter method) (pybop.parameters.parameter.Parameter method) (pybop.parameters.priors.Exponential method) (pybop.parameters.priors.Gaussian method) (pybop.parameters.priors.Uniform method) (pybop.Uniform method)

__version__ (in module pybop) (in module pybop.version) _handle_special_cases() (pybop.parameters.parameter_set.ParameterSet method) (pybop.ParameterSet method) _run_pints() (pybop._optimisation.Optimisation method) (pybop.Optimisation method) _run_pybop() (pybop._optimisation.Optimisation method) (pybop.Optimisation method) _runoptimise() (pybop.BaseOptimiser method) (pybop.NLoptOptimize method) (pybop.optimisers.base_optimiser.BaseOptimiser method) (pybop.optimisers.nlopt_optimize.NLoptOptimize method) (pybop.optimisers.scipy_optimisers.SciPyDifferentialEvolution method) (pybop.optimisers.scipy_optimisers.SciPyMinimize method) (pybop.SciPyDifferentialEvolution method) (pybop.SciPyMinimize method)

A

Adam (class in pybop) (class in pybop.optimisers.pints_optimisers)

B

BaseCost (class in pybop) (class in pybop._costs) BaseModel (class in pybop) (class in pybop.models.base_model) BaseOptimiser (class in pybop) (class in pybop.optimisers.base_optimiser)

BaseProblem (class in pybop._problem) bounds (pybop._optimisation.Optimisation attribute) (pybop.Optimisation attribute) build() (pybop.BaseModel method) (pybop.models.base_model.BaseModel method) built_model (pybop.BaseModel property) (pybop.models.base_model.BaseModel property)

C

check_browser_availability() (pybop.PlotlyManager method) (pybop.plotting.plotly_manager.PlotlyManager method) check_renderer_settings() (pybop.PlotlyManager method) (pybop.plotting.plotly_manager.PlotlyManager method) CMAES (class in pybop) (class in pybop.optimisers.pints_optimisers)

create_figure() (in module pybop.plotting.plot_cost2d) create_layout() (pybop.plotting.quick_plot.StandardPlot method) (pybop.StandardPlot method) create_subplots_with_traces() (in module pybop.plotting.plot_parameters) create_traces() (in module pybop.plotting.plot_parameters) (pybop.plotting.quick_plot.StandardPlot method) (pybop.StandardPlot method)

D

Dataset (class in pybop) (class in pybop._dataset)

DesignProblem (class in pybop) (class in pybop._problem)

E

ensure_plotly_installed() (pybop.PlotlyManager method) (pybop.plotting.plotly_manager.PlotlyManager method) evaluate() (pybop._problem.BaseProblem method) (pybop._problem.DesignProblem method) (pybop._problem.FittingProblem method) (pybop.DesignProblem method) (pybop.FittingProblem method) evaluateS1() (pybop._costs.SumSquaredError method) (pybop._problem.BaseProblem method) (pybop._problem.DesignProblem method) (pybop._problem.FittingProblem method) (pybop.DesignProblem method) (pybop.FittingProblem method) (pybop.SumSquaredError method)

Exponential (class in pybop) (class in pybop.parameters.priors) export_parameters() (pybop.parameters.parameter_set.ParameterSet method) (pybop.ParameterSet method)

F

f_guessed_tracking() (pybop._optimisation.Optimisation method) (pybop.Optimisation method)

FittingProblem (class in pybop) (class in pybop._problem) FLOAT_FORMAT (in module pybop)

G

Gaussian (class in pybop) (class in pybop.parameters.priors) geometry (pybop.BaseModel property) (pybop.models.base_model.BaseModel property)

get_param_bounds() (in module pybop.plotting.plot_cost2d) go (pybop.PlotlyManager attribute) (pybop.plotting.plotly_manager.PlotlyManager attribute) GradientDescent (class in pybop) (class in pybop.optimisers.pints_optimisers)

I

import_parameters() (pybop.parameters.parameter_set.ParameterSet method) (pybop.ParameterSet method) install_plotly() (pybop.PlotlyManager method) (pybop.plotting.plotly_manager.PlotlyManager method) Interpolant() (pybop._dataset.Dataset method) (pybop.Dataset method)

IRPropMin (class in pybop) (class in pybop.optimisers.pints_optimisers) is_json_serializable() (pybop.parameters.parameter_set.ParameterSet method) (pybop.ParameterSet method)

L

log (pybop._optimisation.Optimisation attribute) (pybop.Optimisation attribute) logpdf() (pybop.Exponential method) (pybop.Gaussian method) (pybop.parameters.priors.Exponential method) (pybop.parameters.priors.Gaussian method) (pybop.parameters.priors.Uniform method) (pybop.Uniform method)

M

make_subplots (pybop.PlotlyManager attribute) (pybop.plotting.plotly_manager.PlotlyManager attribute) mesh (pybop.BaseModel property) (pybop.models.base_model.BaseModel property) model_with_set_params (pybop.BaseModel property) (pybop.models.base_model.BaseModel property) module pybop pybop._costs pybop._dataset pybop._optimisation pybop._problem pybop.models pybop.models.base_model pybop.models.empirical pybop.models.empirical.ecm pybop.models.lithium_ion pybop.models.lithium_ion.echem pybop.optimisers pybop.optimisers.base_optimiser pybop.optimisers.nlopt_optimize pybop.optimisers.pints_optimisers pybop.optimisers.scipy_optimisers pybop.parameters pybop.parameters.parameter pybop.parameters.parameter_set pybop.parameters.priors pybop.plotting pybop.plotting.plot_convergence pybop.plotting.plot_cost2d pybop.plotting.plot_parameters pybop.plotting.plotly_manager pybop.plotting.quick_plot pybop.version

N

n_parameters (pybop._optimisation.Optimisation attribute) (pybop.Optimisation attribute) name() (pybop.BaseOptimiser method) (pybop.NLoptOptimize method) (pybop.optimisers.base_optimiser.BaseOptimiser method) (pybop.optimisers.nlopt_optimize.NLoptOptimize method) (pybop.optimisers.scipy_optimisers.SciPyDifferentialEvolution method) (pybop.optimisers.scipy_optimisers.SciPyMinimize method) (pybop.SciPyDifferentialEvolution method) (pybop.SciPyMinimize method)

needs_sensitivities() (pybop.NLoptOptimize method) (pybop.optimisers.nlopt_optimize.NLoptOptimize method) (pybop.optimisers.scipy_optimisers.SciPyDifferentialEvolution method) (pybop.optimisers.scipy_optimisers.SciPyMinimize method) (pybop.SciPyDifferentialEvolution method) (pybop.SciPyMinimize method) NLoptOptimize (class in pybop) (class in pybop.optimisers.nlopt_optimize)

O

Optimisation (class in pybop) (class in pybop._optimisation)

optimise() (pybop.BaseOptimiser method) (pybop.optimisers.base_optimiser.BaseOptimiser method)

P

Parameter (class in pybop) (class in pybop.parameters.parameter) parameter_set (pybop.BaseModel property) (pybop.models.base_model.BaseModel property) ParameterSet (class in pybop) (class in pybop.parameters.parameter_set) pdf() (pybop.Exponential method) (pybop.Gaussian method) (pybop.parameters.priors.Exponential method) (pybop.parameters.priors.Gaussian method) (pybop.parameters.priors.Uniform method) (pybop.Uniform method) pio (pybop.PlotlyManager attribute) (pybop.plotting.plotly_manager.PlotlyManager attribute) plot_convergence() (in module pybop) (in module pybop.plotting.plot_convergence) plot_cost2d() (in module pybop) (in module pybop.plotting.plot_cost2d) plot_parameters() (in module pybop) (in module pybop.plotting.plot_parameters) PlotlyManager (class in pybop) (class in pybop.plotting.plotly_manager) post_install_setup() (pybop.PlotlyManager method) (pybop.plotting.plotly_manager.PlotlyManager method) predict() (pybop.BaseModel method) (pybop.models.base_model.BaseModel method) prompt_for_plotly_installation() (pybop.PlotlyManager method) (pybop.plotting.plotly_manager.PlotlyManager method) PSO (class in pybop) (class in pybop.optimisers.pints_optimisers) pybamm() (pybop.parameters.parameter_set.ParameterSet class method) (pybop.ParameterSet class method) pybop module pybop._costs module pybop._dataset module pybop._optimisation module pybop._problem module pybop.models module

pybop.models.base_model module pybop.models.empirical module pybop.models.empirical.ecm module pybop.models.lithium_ion module pybop.models.lithium_ion.echem module pybop.optimisers module pybop.optimisers.base_optimiser module pybop.optimisers.nlopt_optimize module pybop.optimisers.pints_optimisers module pybop.optimisers.scipy_optimisers module pybop.parameters module pybop.parameters.parameter module pybop.parameters.parameter_set module pybop.parameters.priors module pybop.plotting module pybop.plotting.plot_convergence module pybop.plotting.plot_cost2d module pybop.plotting.plot_parameters module pybop.plotting.plotly_manager module pybop.plotting.quick_plot module pybop.version module

Q

quick_plot() (in module pybop) (in module pybop.plotting.quick_plot)

R

RootMeanSquaredError (class in pybop) (class in pybop._costs) run() (pybop._optimisation.Optimisation method) (pybop.Optimisation method) rvs() (pybop.Exponential method) (pybop.Gaussian method) (pybop.Parameter method) (pybop.parameters.parameter.Parameter method) (pybop.parameters.priors.Exponential method) (pybop.parameters.priors.Gaussian method) (pybop.parameters.priors.Uniform method) (pybop.Uniform method)

S

SciPyDifferentialEvolution (class in pybop) (class in pybop.optimisers.scipy_optimisers) SciPyMinimize (class in pybop) (class in pybop.optimisers.scipy_optimisers) script_path (in module pybop) set_f_guessed_tracking() (pybop._optimisation.Optimisation method) (pybop.Optimisation method) set_fail_gradient() (pybop._costs.SumSquaredError method) (pybop.SumSquaredError method) set_init_soc() (pybop.BaseModel method) (pybop.models.base_model.BaseModel method) set_margin() (pybop.Parameter method) (pybop.parameters.parameter.Parameter method) set_max_evaluations() (pybop._optimisation.Optimisation method) (pybop.Optimisation method) set_max_iterations() (pybop._optimisation.Optimisation method) (pybop.Optimisation method) set_max_unchanged_iterations() (pybop._optimisation.Optimisation method) (pybop.Optimisation method) set_parallel() (pybop._optimisation.Optimisation method) (pybop.Optimisation method) set_params() (pybop.BaseModel method) (pybop.models.base_model.BaseModel method)

sigma0 (pybop._optimisation.Optimisation attribute) (pybop.Optimisation attribute) simulate() (pybop.BaseModel method) (pybop.models.base_model.BaseModel method) simulateS1() (pybop.BaseModel method) (pybop.models.base_model.BaseModel method) SNES (class in pybop) (class in pybop.optimisers.pints_optimisers) solver (pybop.BaseModel property) (pybop.models.base_model.BaseModel property) spatial_methods (pybop.BaseModel property) (pybop.models.base_model.BaseModel property) SPM (class in pybop.models.lithium_ion) (class in pybop.models.lithium_ion.echem) SPMe (class in pybop.models.lithium_ion) (class in pybop.models.lithium_ion.echem) StandardPlot (class in pybop) (class in pybop.plotting.quick_plot) store_optimised_parameters() (pybop._optimisation.Optimisation method) (pybop.Optimisation method) submesh_types (pybop.BaseModel property) (pybop.models.base_model.BaseModel property) SumSquaredError (class in pybop) (class in pybop._costs)

T

target() (pybop._problem.BaseProblem method) Thevenin (class in pybop.models.empirical) (class in pybop.models.empirical.ecm)

time_data() (pybop._problem.BaseProblem method)

U

Uniform (class in pybop) (class in pybop.parameters.priors)

update() (pybop.Parameter method) (pybop.parameters.parameter.Parameter method)

V

var_pts (pybop.BaseModel property) (pybop.models.base_model.BaseModel property)

W

wrap_text() (pybop.plotting.quick_plot.StandardPlot static method) (pybop.StandardPlot static method)

X

x0 (pybop._optimisation.Optimisation attribute) (pybop.Optimisation attribute)

XNES (class in pybop) (class in pybop.optimisers.pints_optimisers)