Index

B

batch_ls_best_fit() (gnp.geometry.legendre.Legendre2D method) BlockConv (class in gnp.models.layers)

BlockGNP (class in gnp.models.gnp) BlockKernel (class in gnp.models.layers)

C

compute_from_coeffs() (gnp.geometry.legendre.Legendre2D method)

D

derivatives_from_coeffs() (gnp.geometry.legendre.Legendre2D method)

det_metric (gnp.geometry.surface.SurfacePatch property)

E

estimate_quantities() (gnp.estimator.GeometryEstimator method), [1] evaluate() (gnp.geometry.legendre.Legendre1D method) (gnp.geometry.legendre.Legendre2D method)

evaluate_derivatives() (gnp.geometry.legendre.Legendre2D method) evaluate_from_coeffs() (gnp.geometry.legendre.Legendre2D method)

F

first_derivative() (gnp.geometry.legendre.Legendre1D method) flow_step() (gnp.estimator.GeometryEstimator method), [1] forward() (gnp.models.gnp.BlockGNP method) (gnp.models.gnp.PatchGNP method) (gnp.models.layers.BlockConv method) (gnp.models.layers.BlockKernel method)

G

gaussian_curvature (gnp.geometry.surface.SurfacePatch property) GeometryEstimator (class in gnp.estimator), [1] get_centers() (gnp.dataset.patch.PatchGenerator method) get_patch() (gnp.dataset.patch.PatchGenerator method) get_patch_indices() (gnp.dataset.patch.PatchGenerator method) gmls_weights() (gnp.estimator.GeometryEstimator method), [1] gnp module gnp.config module, [1] gnp.dataset module gnp.dataset.patch module gnp.dataset.pca module

gnp.estimator module, [1] gnp.geometry module gnp.geometry.legendre module gnp.geometry.surface module gnp.models module gnp.models.gnp module gnp.models.layers module gnp.utils module, [1] graph_from_dict() (in module gnp.dataset.patch)

I

initialize() (gnp.dataset.pca.PCAPatch method)

inverse_metric (gnp.geometry.surface.SurfacePatch property) inverse_metric_derivatives (gnp.geometry.surface.SurfacePatch property)

L

laplace_beltrami_first_terms (gnp.geometry.surface.SurfacePatch property) laplace_beltrami_from_coefficients() (gnp.geometry.surface.SurfacePatch method) laplace_beltrami_legendre_basis (gnp.geometry.surface.SurfacePatch property) laplace_beltrami_legendre_blocks() (gnp.estimator.GeometryEstimator method), [1] laplace_beltrami_second_terms (gnp.geometry.surface.SurfacePatch property) Legendre1D (class in gnp.geometry.legendre)

Legendre2D (class in gnp.geometry.legendre) legendre_blocks() (gnp.estimator.GeometryEstimator method), [1] load_config() (in module gnp.config), [1] load_model() (in module gnp.config), [1] load_patchloader() (in module gnp.config), [1] local_coordinate_basis (gnp.geometry.surface.SurfacePatch property)

M

mean_curvature (gnp.geometry.surface.SurfacePatch property) mean_flow() (gnp.estimator.GeometryEstimator method), [1] message() (gnp.models.layers.BlockConv method) metric (gnp.geometry.surface.SurfacePatch property) module gnp gnp.config, [1] gnp.dataset gnp.dataset.patch gnp.dataset.pca gnp.estimator, [1] gnp.geometry gnp.geometry.legendre gnp.geometry.surface gnp.models gnp.models.gnp gnp.models.layers gnp.utils, [1]

N

normals (gnp.geometry.surface.SurfacePatch property)

normals_pca (gnp.geometry.surface.SurfacePatch property)

P

PatchGenerator (class in gnp.dataset.patch) PatchGNP (class in gnp.models.gnp) PatchLoader (class in gnp.dataset.patch)

pca_coordinates (gnp.geometry.surface.SurfacePatch property) PCABatch (class in gnp.dataset.pca) PCAPatch (class in gnp.dataset.pca)

S

second_derivative() (gnp.geometry.legendre.Legendre1D method) shape (gnp.geometry.surface.SurfacePatch property) smooth_values_by_gaussian() (in module gnp.utils), [1] stiffness_matrix_gmls() (gnp.estimator.GeometryEstimator method), [1]

stiffness_on_batch() (gnp.estimator.GeometryEstimator method), [1] subsample_points_by_radius() (in module gnp.utils), [1] surface_patch() (gnp.estimator.GeometryEstimator method), [1] SurfacePatch (class in gnp.geometry.surface)

T

tangents (gnp.geometry.surface.SurfacePatch property) tangents_pca (gnp.geometry.surface.SurfacePatch property)

to_pca() (gnp.dataset.pca.PCABatch method) (gnp.dataset.pca.PCAPatch method)

U

update() (gnp.models.layers.BlockConv method)

W

weingarten (gnp.geometry.surface.SurfacePatch property)

X

xyz_coordinates (gnp.geometry.surface.SurfacePatch property)