Data Fits¶
Libraries for selecting and configuring the fitting procedure.
- Data Fits
DataFitDataFit.all_fit_parametersDataFit.boundsDataFit.bounds_arraysDataFit.check_multistart_initial_guesses()DataFit.costDataFit.get_fit_results()DataFit.get_fitted_parameters()DataFit.get_optimizer()DataFit.initial_guess_samplerDataFit.initial_values_dictDataFit.initial_values_listDataFit.job_idDataFit.jobsDataFit.multiprocessingDataFit.num_jobsDataFit.num_workersDataFit.objectivesDataFit.optimizerDataFit.optimizer_resultDataFit.optionsDataFit.parametersDataFit.plot_fit_results()DataFit.plot_trace()DataFit.process_parameters()DataFit.resultsDataFit.run()DataFit.sample_initial_guesses()DataFit.set_up_depickling()DataFit.set_up_pickling()DataFit.spawn_jobs()DataFit.timeseries_preprocessing()DataFit.x_to_inputs()
ArrayDataFitCostLoggerCostLogger.argmin_costs()CostLogger.argsort_costs()CostLogger.childrenCostLogger.clear_axes()CostLogger.costCostLogger.fig_axesCostLogger.finish()CostLogger.finishedCostLogger.get_log()CostLogger.is_parentCostLogger.iterationCostLogger.log()CostLogger.multiprocessingCostLogger.num_jobsCostLogger.parentCostLogger.plot()CostLogger.plot_everyCostLogger.plot_flagCostLogger.plot_refresh()CostLogger.plot_variablesCostLogger.print_everyCostLogger.reset()CostLogger.set_multiprocessing()CostLogger.set_parameters()CostLogger.show_plot_iterativeCostLogger.show_print_iterativeCostLogger.spawn_children()CostLogger.start()CostLogger.timer
- Cost Functions
- Objectives
Objective- Open-circuit potential objectives
- Open-circuit potential objectives with MSMR model
- Resistance objective
- Pulse objective
- Current-driven objective
- EIS objective
- Calendar ageing objective
- Cycle ageing objective
- Optimizers
- Parameter
- Result
- Callbacks
- Custom Parameters
- Data utilities
load_data_metadata()write_data_metadata()get_current_function_from_data()get_current_steps_from_data()get_time_in_seconds()calculate_dUdQ_cutoff()calculate_dQdU_cutoff()calculate_differential_cutoff_explicit()calculate_differential_cutoff_quantile()calculate_differential_cutoff_peaks()check_ocv_data_format()negative_to_positive_half_cell()calculate_stoichiometry_data_msmr()