Index

A

add_assembly_options() (gismo.gismo_export.AdditionalBlocks method) add_boundary_conditions() (gismo.gismo_export.AdditionalBlocks method) add_function() (gismo.gismo_export.AdditionalBlocks method)

AdditionalBlocks (class in gismo.gismo_export) ANN (class in models.ANN) ANNHyperModel (class in models.ANN)

B

build() (models.ANN.ANNHyperModel method)

C

calculate_error_samples() (models.RegressionModels.RegressionModels method)

compute_integral_error() (in module miscellaneous.error_evaluation)

E

elbow_point() (models.RegressionModels.RegressionModels method)

export() (in module gismo.gismo_export)

G

GaussianProcessRegressionModel (class in models.GaussianProcessRegressor) generate() (in module gismo.GenerateMicrostructures_fun) get_matrix_size() (in module miscellaneous.DataPreparation) get_solution_vectors() (in module miscellaneous.error_evaluation)

gismo.GenerateMicrostructures_fun module gismo.gismo_export module

I

integrate() (in module miscellaneous.error_evaluation)

integrate_multipatch() (in module miscellaneous.error_evaluation) inverse_scale_() (models.RegressionModels.RegressionModels method)

L

l1func() (in module miscellaneous.error_evaluation) l1relfunc() (in module miscellaneous.error_evaluation) l2func() (in module miscellaneous.error_evaluation) l2relfunc() (in module miscellaneous.error_evaluation) LinearRegressionModel (class in models.LinearRegression)

load_geometry() (in module miscellaneous.error_evaluation) load_model() (models.GaussianProcessRegressor.GaussianProcessRegressionModel method) (models.RBFInterpolator.RadialBasisRegressionModel method) (models.RegressionModels.RegressionModels method) load_xml_to_numpy() (in module miscellaneous.DataPreparation)

M

mae_test() (models.RegressionModels.RegressionModels method) mape_test() (models.RegressionModels.RegressionModels method) max_error_test() (models.RegressionModels.RegressionModels method) miscellaneous.DataPreparation module miscellaneous.error_evaluation module models.ANN module models.GaussianProcessRegressor module models.LinearRegression module

models.RBFInterpolator module models.RegressionModels module module gismo.GenerateMicrostructures_fun gismo.gismo_export miscellaneous.DataPreparation miscellaneous.error_evaluation models.ANN models.GaussianProcessRegressor models.LinearRegression models.RBFInterpolator models.RegressionModels

P

POD() (models.RegressionModels.RegressionModels method)

predict_test() (models.RBFInterpolator.RadialBasisRegressionModel method) (models.RegressionModels.RegressionModels method)

R

RadialBasisRegressionModel (class in models.RBFInterpolator) reconstruct_array() (in module miscellaneous.DataPreparation)

RegressionModels (class in models.RegressionModels) relative_norm() (models.RegressionModels.RegressionModels method) rmse_test() (models.RegressionModels.RegressionModels method)

S

save_model() (models.GaussianProcessRegressor.GaussianProcessRegressionModel method) (models.RBFInterpolator.RadialBasisRegressionModel method) (models.RegressionModels.RegressionModels method)

save_numpy_to_xml() (in module miscellaneous.DataPreparation) scale_() (models.RegressionModels.RegressionModels method) show_multipatch_field() (in module miscellaneous.error_evaluation) singular_values() (models.RegressionModels.RegressionModels method)

T

to_list() (gismo.gismo_export.AdditionalBlocks method) train() (models.ANN.ANN method) (models.GaussianProcessRegressor.GaussianProcessRegressionModel method) (models.LinearRegression.LinearRegressionModel method) (models.RBFInterpolator.RadialBasisRegressionModel method)