swiftemulator package
Subpackages
- swiftemulator.backend package
- swiftemulator.comparison package
- Submodules
- swiftemulator.comparison.penalty module
PenaltyCalculatorPenaltyCalculator.observationPenaltyCalculator.interpolator_valuesPenaltyCalculator.interpolator_errorPenaltyCalculator.log_independentPenaltyCalculator.log_dependentPenaltyCalculator.independent_unitsPenaltyCalculator.dependent_unitsPenaltyCalculator.register_observation()PenaltyCalculator.observation_interpolation()PenaltyCalculator.penalty()PenaltyCalculator.penalties()PenaltyCalculator.plot_penalty()
L1PenaltyCalculatorL1PenaltyCalculatorOneSidedL2PenaltyCalculatorL1VariablePenaltyCalculatorL1VariablePenaltyCalculator.offset_lowerL1VariablePenaltyCalculator.offset_upperL1VariablePenaltyCalculator.offset_transitionL1VariablePenaltyCalculator.transition_widthL1VariablePenaltyCalculator.lowerL1VariablePenaltyCalculator.upperL1VariablePenaltyCalculator.offset_below_above_ratioL1VariablePenaltyCalculator.observation_interpolation()L1VariablePenaltyCalculator.penalty()
L1SqueezePenaltyCalculatorL1SqueezePenaltyCalculator.offset_squeezeL1SqueezePenaltyCalculator.offset_normalL1SqueezePenaltyCalculator.offset_transitionL1SqueezePenaltyCalculator.transition_widthL1SqueezePenaltyCalculator.lowerL1SqueezePenaltyCalculator.upperL1SqueezePenaltyCalculator.offset_below_above_ratioL1SqueezePenaltyCalculator.observation_interpolation()L1SqueezePenaltyCalculator.penalty()
GaussianDataErrorsPenaltyCalculatorGaussianDataErrorsPenaltyCalculator.sigma_maxGaussianDataErrorsPenaltyCalculator.lowerGaussianDataErrorsPenaltyCalculator.upperGaussianDataErrorsPenaltyCalculator.error_interpolator_valuesGaussianDataErrorsPenaltyCalculator.observation_interpolation()GaussianDataErrorsPenaltyCalculator.penalty()
GaussianPercentErrorsPenaltyCalculatorGaussianPercentErrorsPenaltyCalculator.percent_errorGaussianPercentErrorsPenaltyCalculator.sigma_maxGaussianPercentErrorsPenaltyCalculator.lowerGaussianPercentErrorsPenaltyCalculator.upperGaussianPercentErrorsPenaltyCalculator.observation_interpolation()GaussianPercentErrorsPenaltyCalculator.penalty()
GaussianDataErrorsPercentFloorPenaltyCalculatorGaussianDataErrorsPercentFloorPenaltyCalculator.percent_errorGaussianDataErrorsPercentFloorPenaltyCalculator.sigma_maxGaussianDataErrorsPercentFloorPenaltyCalculator.lowerGaussianDataErrorsPercentFloorPenaltyCalculator.upperGaussianDataErrorsPercentFloorPenaltyCalculator.error_interpolator_valuesGaussianDataErrorsPercentFloorPenaltyCalculator.observation_interpolation()GaussianDataErrorsPercentFloorPenaltyCalculator.penalty()
GaussianWeightedDataErrorsPercentFloorPenaltyCalculatorGaussianWeightedDataErrorsPercentFloorPenaltyCalculator.percent_errorGaussianWeightedDataErrorsPercentFloorPenaltyCalculator.sigma_maxGaussianWeightedDataErrorsPercentFloorPenaltyCalculator.weightGaussianWeightedDataErrorsPercentFloorPenaltyCalculator.lowerGaussianWeightedDataErrorsPercentFloorPenaltyCalculator.upperGaussianWeightedDataErrorsPercentFloorPenaltyCalculator.error_interpolator_valuesGaussianWeightedDataErrorsPercentFloorPenaltyCalculator.observation_interpolation()GaussianWeightedDataErrorsPercentFloorPenaltyCalculator.penalty()
- swiftemulator.comparison.visualisation module
- swiftemulator.comparison.penalty module
- Submodules
- swiftemulator.design package
- swiftemulator.emulators package
- Submodules
- swiftemulator.emulators.base module
BaseEmulatorBaseEmulator.orderingBaseEmulator.parameter_orderBaseEmulator.model_specificationBaseEmulator.model_parametersBaseEmulator.model_valuesBaseEmulator.independent_variablesBaseEmulator.dependent_variablesBaseEmulator.dependent_variable_errorsBaseEmulator.emulatorBaseEmulator.fit_model()BaseEmulator.predict_values()
- swiftemulator.emulators.gaussian_process module
GaussianProcessEmulatorGaussianProcessEmulator.kernelGaussianProcessEmulator.mean_modelGaussianProcessEmulator.model_specificationGaussianProcessEmulator.model_parametersGaussianProcessEmulator.model_valuesGaussianProcessEmulator.orderingGaussianProcessEmulator.parameter_orderGaussianProcessEmulator.independent_variablesGaussianProcessEmulator.dependent_variablesGaussianProcessEmulator.dependent_variable_errorsGaussianProcessEmulator.emulatorGaussianProcessEmulator.fit_model()GaussianProcessEmulator.predict_values()
- swiftemulator.emulators.gaussian_process_bins module
GaussianProcessEmulatorBinsGaussianProcessEmulatorBins.kernelGaussianProcessEmulatorBins.mean_modelGaussianProcessEmulatorBins.model_specificationGaussianProcessEmulatorBins.model_parametersGaussianProcessEmulatorBins.model_valuesGaussianProcessEmulatorBins.orderingGaussianProcessEmulatorBins.parameter_orderGaussianProcessEmulatorBins.independent_variablesGaussianProcessEmulatorBins.dependent_variablesGaussianProcessEmulatorBins.dependent_variable_errorsGaussianProcessEmulatorBins.n_binsGaussianProcessEmulatorBins.bin_model_valuesGaussianProcessEmulatorBins.bin_centersGaussianProcessEmulatorBins.bin_gaussian_processGaussianProcessEmulatorBins.fit_model()GaussianProcessEmulatorBins.predict_values()
- swiftemulator.emulators.gaussian_process_mcmc module
GaussianProcessEmulatorMCMCGaussianProcessEmulatorMCMC.kernelGaussianProcessEmulatorMCMC.mean_modelGaussianProcessEmulatorMCMC.burn_in_stepsGaussianProcessEmulatorMCMC.mcmc_stepsGaussianProcessEmulatorMCMC.walkersGaussianProcessEmulatorMCMC.use_hyperparameter_errorGaussianProcessEmulatorMCMC.samples_for_errorGaussianProcessEmulatorMCMC.model_specificationGaussianProcessEmulatorMCMC.model_parametersGaussianProcessEmulatorMCMC.model_valuesGaussianProcessEmulatorMCMC.orderingGaussianProcessEmulatorMCMC.parameter_orderGaussianProcessEmulatorMCMC.independent_variablesGaussianProcessEmulatorMCMC.dependent_variablesGaussianProcessEmulatorMCMC.dependent_variable_errorsGaussianProcessEmulatorMCMC.emulatorGaussianProcessEmulatorMCMC.fit_model()GaussianProcessEmulatorMCMC.plot_hyperparameter_distribution()GaussianProcessEmulatorMCMC.predict_values()
- swiftemulator.emulators.gaussian_process_one_dim module
GaussianProcessEmulator1DGaussianProcessEmulator1D.kernelGaussianProcessEmulator1D.mean_modelGaussianProcessEmulator1D.model_specificationGaussianProcessEmulator1D.model_parametersGaussianProcessEmulator1D.model_valuesGaussianProcessEmulator1D.orderingGaussianProcessEmulator1D.parameter_orderGaussianProcessEmulator1D.independent_variablesGaussianProcessEmulator1D.dependent_variablesGaussianProcessEmulator1D.dependent_variable_errorsGaussianProcessEmulator1D.emulatorGaussianProcessEmulator1D.fit_model()GaussianProcessEmulator1D.predict_values()
- swiftemulator.emulators.linear_model module
LinearModelEmulatorLinearModelEmulator.lasso_model_alphaLinearModelEmulator.orderingLinearModelEmulator.parameter_orderLinearModelEmulator.independent_variablesLinearModelEmulator.dependent_variablesLinearModelEmulator.dependent_variable_errorsLinearModelEmulator.model_specificationLinearModelEmulator.model_parametersLinearModelEmulator.model_valuesLinearModelEmulator.emulatorLinearModelEmulator.fit_model()LinearModelEmulator.predict_values()
- swiftemulator.emulators.multi_gaussian_process module
MultipleGaussianProcessEmulatorMultipleGaussianProcessEmulator.kernelMultipleGaussianProcessEmulator.mean_modelMultipleGaussianProcessEmulator.independent_regionsMultipleGaussianProcessEmulator.model_specificationMultipleGaussianProcessEmulator.model_parametersMultipleGaussianProcessEmulator.model_valuesMultipleGaussianProcessEmulator.model_values_regionsMultipleGaussianProcessEmulator.emulatorsMultipleGaussianProcessEmulator.fit_model()MultipleGaussianProcessEmulator.predict_values()
- swiftemulator.emulators.base module
- Submodules
- swiftemulator.io package
- swiftemulator.mean_models package
- swiftemulator.mocking package
- swiftemulator.sensitivity package
- Submodules
- swiftemulator.sensitivity.basic module
- swiftemulator.sensitivity.cross_check module
CrossCheckCrossCheck.kernelCrossCheck.mean_modelCrossCheck.hide_progressCrossCheck.model_specificationCrossCheck.model_parametersCrossCheck.model_valuesCrossCheck.leave_out_orderCrossCheck.cross_emulatorsCrossCheck.build_emulators()CrossCheck.build_mocked_model_values_original_independent()CrossCheck.build_mocked_model_values()CrossCheck.plot_results()CrossCheck.get_mean_squared()
- swiftemulator.sensitivity.cross_check_bins module
CrossCheckBinsCrossCheckBins.kernelCrossCheckBins.mean_modelCrossCheckBins.hide_progressCrossCheckBins.model_specificationCrossCheckBins.model_parametersCrossCheckBins.model_valuesCrossCheckBins.leave_out_orderCrossCheckBins.cross_emulatorsCrossCheckBins.build_emulators()CrossCheckBins.plot_results()CrossCheckBins.get_mean_squared()
- Submodules