Index

A

as_patch_data() (gnp.dataset.patch.PatchTensor method)

B

batch (gnp.geometry.surface.Surface property) batch_iterator() (gnp.dataset.patch.PatchData method)

block_matmul() (gnp.models.layers.SeparableConvolution method) BlockFactorizedConvolution (class in gnp.models.layers) BlockKernel (class in gnp.models.layers)

C

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

ConvolutionBlock (class in gnp.models.layers)

D

degree_indices (gnp.geometry.legendre.Legendre2D property) derivative() (gnp.geometry.legendre.Legendre1D method)

derivatives_from_coeffs() (gnp.geometry.legendre.Legendre2D method) det_metric (gnp.geometry.surface.Surface 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

flow_step() (gnp.estimator.GeometryEstimator method), [1] forward() (gnp.models.gnp.GNP method) (gnp.models.gnp.PatchGNP method) (gnp.models.layers.BlockFactorizedConvolution method) (gnp.models.layers.BlockKernel method) (gnp.models.layers.ConvolutionBlock method) (gnp.models.layers.FullKernel method) (gnp.models.layers.GraphConvolution method) (gnp.models.layers.PatchSeparableBlockFactorizedConvolutionBlock method) (gnp.models.layers.SeparableConvolution method)

full_matmul() (gnp.models.layers.SeparableConvolution method) FullKernel (class in gnp.models.layers)

G

gaussian_curvature (gnp.geometry.surface.Surface property) GeometryEstimator (class in gnp.estimator), [1] get_activation() (in module gnp.models.layers) get_centers() (gnp.dataset.patch.PatchTensor method) get_gmls_centers() (gnp.dataset.patch.PatchTensor method) get_test_centers() (gnp.dataset.patch.PatchTensor method) get_train_centers() (gnp.dataset.patch.PatchTensor method) gmls_weights() (gnp.estimator.GeometryEstimator method), [1] gnp module GNP (class in gnp.models.gnp) gnp.config module, [1] gnp.dataset module gnp.dataset.patch 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] gradient() (gnp.geometry.legendre.Legendre1D method) (gnp.geometry.legendre.Legendre2D method) GraphConvolution (class in gnp.models.layers)

H

hessian() (gnp.geometry.legendre.Legendre1D method) (gnp.geometry.legendre.Legendre2D method)

I

inverse_metric (gnp.geometry.surface.Surface property)

inverse_metric_derivatives (gnp.geometry.surface.Surface property)

L

laplace_beltrami_basis_terms (gnp.geometry.surface.Surface property) laplace_beltrami_first_terms (gnp.geometry.surface.Surface property) laplace_beltrami_from_coefficients() (gnp.geometry.surface.Surface method) laplace_beltrami_legendre_blocks() (gnp.estimator.GeometryEstimator method), [1] laplace_beltrami_second_terms (gnp.geometry.surface.Surface 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] local_coordinate_basis (gnp.geometry.surface.Surface property) local_coordinates (gnp.dataset.patch.PatchTensor property) (gnp.geometry.surface.Surface property) local_coordinates_original (gnp.dataset.patch.PatchTensor property)

M

mean_curvature (gnp.geometry.surface.Surface property) mean_flow() (gnp.estimator.GeometryEstimator method), [1] message() (gnp.models.layers.BlockFactorizedConvolution method) (gnp.models.layers.GraphConvolution method) metric (gnp.geometry.surface.Surface property) module gnp gnp.config, [1] gnp.dataset gnp.dataset.patch 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.Surface property) normals_pca (gnp.geometry.surface.Surface property)

num_components (gnp.geometry.legendre.Legendre2D property) num_patches (gnp.dataset.patch.PatchData property)

P

patch_data() (gnp.estimator.GeometryEstimator method), [1] PatchData (class in gnp.dataset.patch) PatchGNP (class in gnp.models.gnp)

PatchSeparableBlockFactorizedConvolutionBlock (class in gnp.models.layers) PatchTensor (class in gnp.dataset.patch) pca_coordinates (gnp.geometry.surface.Surface property) pca_vectors (gnp.dataset.patch.PatchTensor property)

Q

query_knn() (gnp.utils.QueryTorchGeometric method), [1]

query_radius() (gnp.utils.QueryTorchGeometric static method), [1] QueryTorchGeometric (class in gnp.utils), [1]

S

scaling (gnp.dataset.patch.PatchTensor property) SeparableConvolution (class in gnp.models.layers) shape (gnp.geometry.surface.Surface property) smooth_values_by_gaussian() (in module gnp.utils), [1]

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

T

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

tensor_centered (gnp.dataset.patch.PatchTensor property) tensor_local (gnp.dataset.patch.PatchTensor property)

U

update() (gnp.models.layers.BlockFactorizedConvolution method) (gnp.models.layers.GraphConvolution method)

W

weingarten (gnp.geometry.surface.Surface property)

X

x_local (gnp.dataset.patch.PatchTensor property)

xy_scale (gnp.dataset.patch.PatchTensor property) xyz_coordinates (gnp.geometry.surface.Surface property)

Z

z_scale (gnp.dataset.patch.PatchTensor property)