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()