optimpv package

Subpackages

• optimpv.BayesInfEmcee package
  • Submodules
  • optimpv.BayesInfEmcee.EmceeOptimizer module
    • EmceeOptimizer
      • EmceeOptimizer.create_metrics_list()
      • EmceeOptimizer.create_search_space()
      • EmceeOptimizer.get_best_params()
      • EmceeOptimizer.get_chain()
      • EmceeOptimizer.get_flat_samples()
      • EmceeOptimizer.initialize_walkers()
      • EmceeOptimizer.optimize()
      • EmceeOptimizer.plot_corner()
      • EmceeOptimizer.plot_traces()
      • EmceeOptimizer.reconstruct_params()
      • EmceeOptimizer.update_params_with_best_balance()
  • Module contents
• optimpv.DDfits package
  • Subpackages
    • optimpv.DDfits.old package
      • Submodules
      • optimpv.DDfits.old.CVAgent module
      • optimpv.DDfits.old.HysteresisAgent module
      • optimpv.DDfits.old.IMPSAgent module
      • optimpv.DDfits.old.ImpedanceAgent module
      • optimpv.DDfits.old.JVAgent module
      • optimpv.DDfits.old.SIMsalabimAgent module
      • Module contents
  • Submodules
  • optimpv.DDfits.CVAgent module
    • CVAgent
      • CVAgent.reformat_CV_data()
      • CVAgent.run()
      • CVAgent.run_Ax()
      • CVAgent.run_CV_simulation()
      • CVAgent.target_metric()
  • optimpv.DDfits.HysteresisAgent module
    • HysteresisAgent
      • HysteresisAgent.reformat_hysteresis_data()
      • HysteresisAgent.run()
      • HysteresisAgent.run_Ax()
      • HysteresisAgent.run_hysteresis_simulation()
      • HysteresisAgent.target_metric()
  • optimpv.DDfits.IMPSAgent module
    • IMPSAgent
      • IMPSAgent.reformat_IMPS_data()
      • IMPSAgent.run()
      • IMPSAgent.run_Ax()
      • IMPSAgent.run_IMPS_simulation()
      • IMPSAgent.target_metric()
  • optimpv.DDfits.ImpedanceAgent module
    • ImpedanceAgent
      • ImpedanceAgent.reformat_impedance_data()
      • ImpedanceAgent.run()
      • ImpedanceAgent.run_Ax()
      • ImpedanceAgent.run_impedance_simulation()
      • ImpedanceAgent.target_metric()
  • optimpv.DDfits.JVAgent module
    • JVAgent
      • JVAgent.reformat_JV_data()
      • JVAgent.run()
      • JVAgent.run_Ax()
      • JVAgent.run_JV()
      • JVAgent.target_metric()
  • optimpv.DDfits.SIMsalabimAgent module
    • SIMsalabimAgent
      • SIMsalabimAgent.Gamma_pre_reset()
      • SIMsalabimAgent.ambi_param_transform()
      • SIMsalabimAgent.check_duplicated_parameters()
      • SIMsalabimAgent.convert_parameter_to_basename()
      • SIMsalabimAgent.energy_level_offsets()
      • SIMsalabimAgent.get_SIMsalabim_clean_cmd()
      • SIMsalabimAgent.get_SIMsalabim_clean_cmd_pars()
      • SIMsalabimAgent.is_inputFile()
      • SIMsalabimAgent.package_SIMsalabim_files()
      • SIMsalabimAgent.prepare_cmd_pars()
  • Module contents
• optimpv.Diodefits package
  • Submodules
  • optimpv.Diodefits.DiodeAgent module
    • DiodeAgent
      • DiodeAgent.run()
      • DiodeAgent.run_Ax()
  • optimpv.Diodefits.DiodeModel module
    • NonIdealDiode_dark()
    • NonIdealDiode_light()
  • Module contents
• optimpv.RateEqfits package
  • Submodules
  • optimpv.RateEqfits.Pumps module
    • gaussian_pulse_norm()
    • gaussian_pump()
    • get_flux_density()
    • initial_carrier_density()
    • square_pump()
  • optimpv.RateEqfits.RateEqAgent module
    • RateEqAgent
      • RateEqAgent.reformat_data()
      • RateEqAgent.run()
      • RateEqAgent.run_Ax()
      • RateEqAgent.run_RateEq()
  • optimpv.RateEqfits.RateEqModel module
    • BTD_model()
    • BT_model()
    • DBTD_model()
    • DBTD_multi_trap()
  • Module contents
• optimpv.TransferMatrix package
  • Submodules
  • optimpv.TransferMatrix.TransferMatrixAgent module
    • TransferMatrixAgent
      • TransferMatrixAgent.run()
      • TransferMatrixAgent.run_Ax()
      • TransferMatrixAgent.target_metric()
  • optimpv.TransferMatrix.TransferMatrixModel module
    • I_mat()
    • L_mat()
    • TMM()
    • get_ntotal()
    • openFile()
  • Module contents
• optimpv.axBOtorch package
  • Submodules
  • optimpv.axBOtorch.EGBO module
    • EGBOAcquisition
      • EGBOAcquisition.optimize()
  • optimpv.axBOtorch.axBOtorchOptimizer module
    • TurboState
      • TurboState.batch_size
      • TurboState.best_value
      • TurboState.dim
      • TurboState.failure_counter
      • TurboState.failure_tolerance
      • TurboState.length
      • TurboState.length_max
      • TurboState.length_min
      • TurboState.restart_triggered
      • TurboState.success_counter
      • TurboState.success_tolerance
    • axBOtorchOptimizer
      • axBOtorchOptimizer.attach_existing_data()
      • axBOtorchOptimizer.create_generation_strategy()
      • axBOtorchOptimizer.create_objectives()
      • axBOtorchOptimizer.evaluate()
      • axBOtorchOptimizer.get_initial_data_from_existing_data_turbo()
      • axBOtorchOptimizer.get_tracking_metrics()
      • axBOtorchOptimizer.optimize()
      • axBOtorchOptimizer.optimize_sequential()
      • axBOtorchOptimizer.optimize_turbo()
      • axBOtorchOptimizer.update_params_with_best_balance()
    • generate_batch()
    • get_initial_points()
    • update_state()
  • optimpv.axBOtorch.axUtils module
    • ConvertParamsAx()
    • CreateObjectiveFromAgent()
    • get_df_ax_client_metrics()
    • get_df_from_ax()
  • Module contents
• optimpv.general package
  • Submodules
  • optimpv.general.BaseAgent module
    • BaseAgent
      • BaseAgent.create_metrics_list()
      • BaseAgent.descale_dataframe()
      • BaseAgent.get_all_agent_metric_names()
      • BaseAgent.get_all_agent_tracking_metric_names()
      • BaseAgent.params_descale()
      • BaseAgent.params_rescale()
      • BaseAgent.params_w()
      • BaseAgent.rescale_dataframe()
  • optimpv.general.FitParams module
    • FitParam
  • optimpv.general.SuggestOnlyAgent module
    • SuggestOnlyAgent
  • optimpv.general.general module
    • calc_metric()
    • direct_mean_euclidean_distance()
    • inv_loss_function()
    • loss_function()
    • mean_min_euclidean_distance()
    • transform_data()
  • optimpv.general.logger module
    • ClassDecorator
      • ClassDecorator.decorate_callable()
    • OptimpvOutputNameFilter
      • OptimpvOutputNameFilter.filter()
    • build_file_handler()
    • build_stream_handler()
    • disable_logger
      • disable_logger.decorate_callable()
    • disable_loggers
      • disable_loggers.decorate_callable()
    • get_logger()
    • make_indices_str()
    • set_optimpv_logger_levels()
    • set_stderr_log_level()
  • Module contents
• optimpv.posterior package
  • Submodules
  • optimpv.posterior.posterior module
    • calculate_1d_posteriors()
    • calculate_2d_posteriors()
    • devils_plot()
    • get_MSE_grid()
    • plot_1D_2D_posterior()
    • plot_1d_posteriors()
    • plot_density_exploration()
  • Module contents
• optimpv.pymooOpti package
  • Submodules
  • optimpv.pymooOpti.pymooOptimizer module
    • PymooOptimizer
      • PymooOptimizer.create_algorithm()
      • PymooOptimizer.create_callback()
      • PymooOptimizer.create_problem()
      • PymooOptimizer.existing_population()
      • PymooOptimizer.get_best_solution()
      • PymooOptimizer.get_df_from_pymoo()
      • PymooOptimizer.get_pareto_front()
      • PymooOptimizer.optimize()
      • PymooOptimizer.plot_convergence()
      • PymooOptimizer.update_params_with_best_balance()
    • PymooProblem
      • PymooProblem.create_search_space()
      • PymooProblem.evaluate_single()
      • PymooProblem.get_all_metrics()
      • PymooProblem.parse_constraints()
      • PymooProblem.reconstruct_params()
  • Module contents
• optimpv.scipyOpti package
  • Submodules
  • optimpv.scipyOpti.scipyOptimizer module
    • ScipyOptimizer
      • ScipyOptimizer.create_metrics_list()
      • ScipyOptimizer.create_objective()
      • ScipyOptimizer.create_search_space()
      • ScipyOptimizer.evaluate()
      • ScipyOptimizer.optimize()
      • ScipyOptimizer.reconstruct_params()
      • ScipyOptimizer.update_params_with_best_balance()
  • Module contents
• optimpv.tests package
  • Submodules
  • optimpv.tests.test_axBOtorch module
    • test_DOE_MOO()
    • test_DOE_SOO()
    • test_DOE_SOO_Turbo()
    • test_MOO_trPLtrMC()
    • test_SOO_TurBO()
    • test_SOO_diode_fit()
  • optimpv.tests.test_emcee module
    • test_SOO_JV_fit_emcee()
  • optimpv.tests.test_pymoo module
    • test_DOE_MOO_pymoo()
    • test_DOE_SOO_pymoo()
    • test_MOO_TransferMatrix_pymoo()
    • test_SOO_diode_fit_pymoo()
  • optimpv.tests.test_scipy module
    • test_SOO_diode_fit()
  • Module contents

Module contents