Index

A

algo (mmgp.backends.gpjax.Regressor attribute) (mmgp.backends.gpy.Regressor attribute) (mmgp.backends.scikit_learn.Regressor attribute) (mmgp.dimensionality_reduction.DimensionalityReductor attribute) (mmgp.morphing.Morphing attribute) (mmgp.regressor.RegressorBase attribute)

available_dimensionality_reduction_algos (in module mmgp.dimensionality_reduction) available_morphing_algos (in module mmgp.morphing)

C

common_mesh_id (mmgp.pipelines.mmgp_blocks.MMGPPreparer attribute) common_morphed_mesh (mmgp.dimensionality_reduction.DimensionalityReductor attribute) compute_FE_projection_operator() (in module mmgp.pipelines.mmgp_blocks)

compute_FE_projection_operators() (in module mmgp.FE_utils) compute_metrics() (in module mmgp.postprocessing) compute_node_to_node_graph() (in module mmgp.FE_utils)

D

DimensionalityReductor (class in mmgp.dimensionality_reduction)

E

expected_structure (in module mmgp.utils)

export_predictions() (in module mmgp.postprocessing)

F

fit() (mmgp.backends.gpjax.Regressor method) (mmgp.backends.gpy.Regressor method) (mmgp.backends.scikit_learn.Regressor method) (mmgp.pipelines.mmgp_blocks.MMGPPreparer method) (mmgp.pipelines.mmgp_blocks.MMGPTransformer method) (mmgp.regressor.RegressorBase method)

fit_transform() (mmgp.dimensionality_reduction.DimensionalityReductor method) floater_mesh_parametrization() (in module mmgp.morphing)

I

in_features_identifiers (mmgp.pipelines.mmgp_blocks.MMGPTransformer attribute) infer() (in module mmgp.processing) initialize_graph_points_from_mesh_points() (in module mmgp.FE_utils) input_dim (mmgp.regressor.RegressorBase attribute)

input_or_output (mmgp.dimensionality_reduction.DimensionalityReductor attribute) inverse_transform() (mmgp.dimensionality_reduction.DimensionalityReductor method) (mmgp.pipelines.mmgp_blocks.MMGPPreparer method) (mmgp.pipelines.mmgp_blocks.MMGPTransformer method)

K

kmodel (mmgp.regressor.RegressorBase attribute)

L

load_backend() (in module mmgp.utils)

M

mmgp module mmgp.backends module mmgp.backends.gpjax module mmgp.backends.gpy module mmgp.backends.scikit_learn module mmgp.dimensionality_reduction module mmgp.FE_utils module mmgp.morphing module mmgp.pipelines module mmgp.pipelines.mmgp_blocks module mmgp.postprocessing module mmgp.preprocessing module mmgp.processing module

mmgp.regressor module mmgp.utils module MMGPPreparer (class in mmgp.pipelines.mmgp_blocks) MMGPTransformer (class in mmgp.pipelines.mmgp_blocks) module mmgp mmgp.backends mmgp.backends.gpjax mmgp.backends.gpy mmgp.backends.scikit_learn mmgp.dimensionality_reduction mmgp.FE_utils mmgp.morphing mmgp.pipelines mmgp.pipelines.mmgp_blocks mmgp.postprocessing mmgp.preprocessing mmgp.processing mmgp.regressor mmgp.utils Morphing (class in mmgp.morphing) morphing (mmgp.pipelines.mmgp_blocks.MMGPPreparer attribute)

O

options (mmgp.backends.gpjax.Regressor attribute) (mmgp.backends.gpy.Regressor attribute) (mmgp.backends.scikit_learn.Regressor attribute) (mmgp.dimensionality_reduction.DimensionalityReductor attribute) (mmgp.morphing.Morphing attribute) (mmgp.regressor.RegressorBase attribute)

output_dim (mmgp.regressor.RegressorBase attribute)

P

pre_process() (in module mmgp.preprocessing) predict() (mmgp.backends.gpjax.Regressor method) (mmgp.backends.gpy.Regressor method) (mmgp.backends.scikit_learn.Regressor method) (mmgp.regressor.RegressorBase method)

predict_Monte_Carlo_draw() (mmgp.backends.gpy.Regressor method) (mmgp.backends.scikit_learn.Regressor method) predict_Monte_Carlo_draws() (mmgp.backends.gpjax.Regressor method) (mmgp.regressor.RegressorBase method) pretreat_sample() (in module mmgp.preprocessing) print_setting() (in module mmgp.utils)

R

read_configuration() (in module mmgp.utils) read_problem() (in module mmgp.utils) read_proj_in_coord_fields() (in module mmgp.processing) Regressor (class in mmgp.backends.gpjax) (class in mmgp.backends.gpy) (class in mmgp.backends.scikit_learn)

RegressorBase (class in mmgp.regressor) remove_file() (in module mmgp.utils) renumber_mesh_for_parametrization() (in module mmgp.morphing) reset_folder() (in module mmgp.utils)

T

train() (in module mmgp.processing) training_data (mmgp.dimensionality_reduction.DimensionalityReductor attribute) transform() (mmgp.dimensionality_reduction.DimensionalityReductor method) (mmgp.morphing.Morphing method) (mmgp.pipelines.mmgp_blocks.MMGPPreparer method) (mmgp.pipelines.mmgp_blocks.MMGPTransformer method)

truncated_SVD_sym_lower() (in module mmgp.dimensionality_reduction)

V

validate_configs() (in module mmgp.utils)