Index

_

__call__() (geometric_kernels.feature_maps.base.FeatureMap method) (geometric_kernels.feature_maps.deterministic.DeterministicFeatureMapCompact method) (geometric_kernels.feature_maps.DeterministicFeatureMapCompact method) (geometric_kernels.feature_maps.FeatureMap method) (geometric_kernels.feature_maps.random_phase.RandomPhaseFeatureMapCompact method) (geometric_kernels.feature_maps.random_phase.RandomPhaseFeatureMapNoncompact method) (geometric_kernels.feature_maps.RandomPhaseFeatureMapCompact method) (geometric_kernels.feature_maps.RandomPhaseFeatureMapNoncompact method) (geometric_kernels.feature_maps.rejection_sampling.RejectionSamplingFeatureMapHyperbolic method) (geometric_kernels.feature_maps.rejection_sampling.RejectionSamplingFeatureMapSPD method) (geometric_kernels.feature_maps.RejectionSamplingFeatureMapHyperbolic method) (geometric_kernels.feature_maps.RejectionSamplingFeatureMapSPD method) (geometric_kernels.frontends.gpjax.GPJaxGeometricKernel method) (geometric_kernels.frontends.gpytorch.GPyTorchGeometricKernel method) (geometric_kernels.spaces.circle.SinCosEigenfunctions method) (geometric_kernels.spaces.eigenfunctions.Eigenfunctions method) (geometric_kernels.spaces.eigenfunctions.EigenfunctionsFromEigenvectors method) (geometric_kernels.spaces.eigenfunctions.EigenfunctionsWithAdditionTheorem method) (geometric_kernels.spaces.hypercube_graph.WalshFunctions method) (geometric_kernels.spaces.hypersphere.SphericalHarmonics method) (geometric_kernels.spaces.lie_groups.LieGroupCharacter method) (geometric_kernels.spaces.lie_groups.WeylAdditionTheorem method) (geometric_kernels.spaces.product.ProductEigenfunctions method) (geometric_kernels.spaces.so.SOCharacter method) (geometric_kernels.spaces.so.SOEigenfunctions method) (geometric_kernels.spaces.su.SUCharacter method) (geometric_kernels.spaces.su.SUEigenfunctions method)

__init__() (geometric_kernels.frontends.gpytorch.GPyTorchGeometricKernel method) (geometric_kernels.utils.compute_characters.CompactJSONEncoder method) __new__() (geometric_kernels.kernels.matern_kernel.MaternGeometricKernel method) (geometric_kernels.kernels.MaternGeometricKernel method)

B

base_density_sample() (in module geometric_kernels.feature_maps.probability_densities) BaseGeometricKernel (class in geometric_kernels.kernels) (class in geometric_kernels.kernels.base)

binary_vectors_and_subsets() (in module geometric_kernels.utils.utils)

C

chain() (in module geometric_kernels.utils.utils) Circle (class in geometric_kernels.spaces) (class in geometric_kernels.spaces.circle) CompactJSONEncoder (class in geometric_kernels.utils.compute_characters) CompactMatrixLieGroup (class in geometric_kernels.spaces) (class in geometric_kernels.spaces.lie_groups) complex_conj() (in module geometric_kernels.lab_extras) complex_like() (in module geometric_kernels.lab_extras)

compute_character_formula_so() (in module geometric_kernels.utils.compute_characters) compute_character_formula_su() (in module geometric_kernels.utils.compute_characters) CONTAINER_TYPES (geometric_kernels.utils.compute_characters.CompactJSONEncoder attribute) convert_to_ball() (geometric_kernels.spaces.Hyperbolic method) (geometric_kernels.spaces.hyperbolic.Hyperbolic method) cosh() (in module geometric_kernels.lab_extras) count_nonzero() (in module geometric_kernels.lab_extras) create_complex() (in module geometric_kernels.lab_extras) cumsum() (in module geometric_kernels.lab_extras)

D

default_feature_map() (in module geometric_kernels.kernels) (in module geometric_kernels.kernels.matern_kernel) default_num() (in module geometric_kernels.kernels.matern_kernel) DefaultFloatZeroMeanFunction (class in geometric_kernels.frontends.gpflow) degree() (in module geometric_kernels.lab_extras) DeterministicFeatureMapCompact (class in geometric_kernels.feature_maps) (class in geometric_kernels.feature_maps.deterministic) dimension (geometric_kernels.spaces.Circle property) (geometric_kernels.spaces.circle.Circle property) (geometric_kernels.spaces.Graph property) (geometric_kernels.spaces.graph.Graph property) (geometric_kernels.spaces.Hyperbolic property) (geometric_kernels.spaces.hyperbolic.Hyperbolic property) (geometric_kernels.spaces.hypercube_graph.HypercubeGraph property) (geometric_kernels.spaces.HypercubeGraph property) (geometric_kernels.spaces.Hypersphere property) (geometric_kernels.spaces.hypersphere.Hypersphere property) (geometric_kernels.spaces.Mesh property) (geometric_kernels.spaces.mesh.Mesh property) (geometric_kernels.spaces.product.ProductDiscreteSpectrumSpace property) (geometric_kernels.spaces.ProductDiscreteSpectrumSpace property) (geometric_kernels.spaces.so.SpecialOrthogonal property) (geometric_kernels.spaces.spd.SymmetricPositiveDefiniteMatrices property) (geometric_kernels.spaces.SpecialOrthogonal property) (geometric_kernels.spaces.SpecialUnitary property) (geometric_kernels.spaces.su.SpecialUnitary property) (geometric_kernels.spaces.SymmetricPositiveDefiniteMatrices property)

dimension() (geometric_kernels.spaces.base.DiscreteSpectrumSpace method) (geometric_kernels.spaces.base.NoncompactSymmetricSpace method) (geometric_kernels.spaces.base.Space method) (geometric_kernels.spaces.DiscreteSpectrumSpace method) (geometric_kernels.spaces.NoncompactSymmetricSpace method) (geometric_kernels.spaces.Space method) DiscreteSpectrumSpace (class in geometric_kernels.spaces) (class in geometric_kernels.spaces.base) distance() (geometric_kernels.spaces.Hyperbolic method) (geometric_kernels.spaces.hyperbolic.Hyperbolic method) dtype_bool() (in module geometric_kernels.lab_extras) dtype_double() (in module geometric_kernels.lab_extras) dtype_integer() (in module geometric_kernels.lab_extras)

E

ehess2rhess() (geometric_kernels.spaces.Hypersphere method) (geometric_kernels.spaces.hypersphere.Hypersphere method) Eigenfunctions (class in geometric_kernels.spaces.eigenfunctions) eigenfunctions (geometric_kernels.kernels.karhunen_loeve.MaternKarhunenLoeveKernel property) (geometric_kernels.kernels.MaternKarhunenLoeveKernel property) EigenfunctionsFromEigenvectors (class in geometric_kernels.spaces.eigenfunctions) EigenfunctionsWithAdditionTheorem (class in geometric_kernels.spaces.eigenfunctions) eigenpairs() (in module geometric_kernels.lab_extras) eigenvalues() (geometric_kernels.kernels.karhunen_loeve.MaternKarhunenLoeveKernel method) (geometric_kernels.kernels.MaternKarhunenLoeveKernel method) eigenvalues_laplacian (geometric_kernels.kernels.karhunen_loeve.MaternKarhunenLoeveKernel property) (geometric_kernels.kernels.MaternKarhunenLoeveKernel property) eigvalsh() (in module geometric_kernels.lab_extras) element_shape (geometric_kernels.spaces.Circle property) (geometric_kernels.spaces.circle.Circle property) (geometric_kernels.spaces.Graph property) (geometric_kernels.spaces.graph.Graph property) (geometric_kernels.spaces.hypercube_graph.HypercubeGraph property) (geometric_kernels.spaces.HypercubeGraph property) (geometric_kernels.spaces.Hypersphere property) (geometric_kernels.spaces.hypersphere.Hypersphere property) (geometric_kernels.spaces.Mesh property) (geometric_kernels.spaces.mesh.Mesh property) (geometric_kernels.spaces.product.ProductDiscreteSpectrumSpace property) (geometric_kernels.spaces.ProductDiscreteSpectrumSpace property) (geometric_kernels.spaces.so.SpecialOrthogonal property) (geometric_kernels.spaces.spd.SymmetricPositiveDefiniteMatrices property) (geometric_kernels.spaces.SpecialOrthogonal property) (geometric_kernels.spaces.SpecialUnitary property) (geometric_kernels.spaces.su.SpecialUnitary property) (geometric_kernels.spaces.SymmetricPositiveDefiniteMatrices property)

element_shape() (geometric_kernels.spaces.base.Space method) (geometric_kernels.spaces.Hyperbolic method) (geometric_kernels.spaces.hyperbolic.Hyperbolic method) (geometric_kernels.spaces.Space method) encode() (geometric_kernels.utils.compute_characters.CompactJSONEncoder method)

F

faces (geometric_kernels.spaces.Mesh property) (geometric_kernels.spaces.mesh.Mesh property) feature_map_from_kernel() (in module geometric_kernels.kernels.matern_kernel) feature_map_from_space() (in module geometric_kernels.kernels.matern_kernel) FeatureMap (class in geometric_kernels.feature_maps) (class in geometric_kernels.feature_maps.base)

fixed_length_partitions() (in module geometric_kernels.utils.utils) float_like() (in module geometric_kernels.lab_extras) forward() (geometric_kernels.frontends.gpytorch.GPyTorchGeometricKernel method) from_numpy() (in module geometric_kernels.lab_extras)

G

geometric_kernels module geometric_kernels.feature_maps module geometric_kernels.feature_maps.base module geometric_kernels.feature_maps.deterministic module geometric_kernels.feature_maps.probability_densities module geometric_kernels.feature_maps.random_phase module geometric_kernels.feature_maps.rejection_sampling module geometric_kernels.frontends module geometric_kernels.frontends.gpflow module geometric_kernels.frontends.gpjax module geometric_kernels.frontends.gpytorch module geometric_kernels.jax module geometric_kernels.kernels module geometric_kernels.kernels.base module geometric_kernels.kernels.feature_map module geometric_kernels.kernels.karhunen_loeve module geometric_kernels.kernels.matern_kernel module geometric_kernels.kernels.product module geometric_kernels.lab_extras module geometric_kernels.sampling module geometric_kernels.sampling.samplers module geometric_kernels.spaces module geometric_kernels.spaces.base module geometric_kernels.spaces.circle module geometric_kernels.spaces.eigenfunctions module geometric_kernels.spaces.graph module geometric_kernels.spaces.hyperbolic module geometric_kernels.spaces.hypercube_graph module geometric_kernels.spaces.hypersphere module geometric_kernels.spaces.lie_groups module geometric_kernels.spaces.mesh module geometric_kernels.spaces.product module geometric_kernels.spaces.so module geometric_kernels.spaces.spd module geometric_kernels.spaces.su module geometric_kernels.tensorflow module geometric_kernels.torch module geometric_kernels.utils module geometric_kernels.utils.compute_characters module

geometric_kernels.utils.manifold_utils module geometric_kernels.utils.product module geometric_kernels.utils.special_functions module geometric_kernels.utils.utils module geometric_kernels.version module get_eigenfunctions() (geometric_kernels.spaces.base.DiscreteSpectrumSpace method) (geometric_kernels.spaces.Circle method) (geometric_kernels.spaces.circle.Circle method) (geometric_kernels.spaces.DiscreteSpectrumSpace method) (geometric_kernels.spaces.Graph method) (geometric_kernels.spaces.graph.Graph method) (geometric_kernels.spaces.hypercube_graph.HypercubeGraph method) (geometric_kernels.spaces.HypercubeGraph method) (geometric_kernels.spaces.Hypersphere method) (geometric_kernels.spaces.hypersphere.Hypersphere method) (geometric_kernels.spaces.Mesh method) (geometric_kernels.spaces.mesh.Mesh method) (geometric_kernels.spaces.product.ProductDiscreteSpectrumSpace method) (geometric_kernels.spaces.ProductDiscreteSpectrumSpace method) (geometric_kernels.spaces.so.SpecialOrthogonal method) (geometric_kernels.spaces.SpecialOrthogonal method) (geometric_kernels.spaces.SpecialUnitary method) (geometric_kernels.spaces.su.SpecialUnitary method) get_eigensystem() (geometric_kernels.spaces.Graph method) (geometric_kernels.spaces.graph.Graph method) (geometric_kernels.spaces.Mesh method) (geometric_kernels.spaces.mesh.Mesh method) get_eigenvalues() (geometric_kernels.spaces.base.DiscreteSpectrumSpace method) (geometric_kernels.spaces.Circle method) (geometric_kernels.spaces.circle.Circle method) (geometric_kernels.spaces.DiscreteSpectrumSpace method) (geometric_kernels.spaces.Graph method) (geometric_kernels.spaces.graph.Graph method) (geometric_kernels.spaces.hypercube_graph.HypercubeGraph method) (geometric_kernels.spaces.HypercubeGraph method) (geometric_kernels.spaces.Hypersphere method) (geometric_kernels.spaces.hypersphere.Hypersphere method) (geometric_kernels.spaces.Mesh method) (geometric_kernels.spaces.mesh.Mesh method) (geometric_kernels.spaces.product.ProductDiscreteSpectrumSpace method) (geometric_kernels.spaces.ProductDiscreteSpectrumSpace method) (geometric_kernels.spaces.so.SpecialOrthogonal method) (geometric_kernels.spaces.SpecialOrthogonal method) (geometric_kernels.spaces.SpecialUnitary method) (geometric_kernels.spaces.su.SpecialUnitary method) get_eigenvectors() (geometric_kernels.spaces.Graph method) (geometric_kernels.spaces.graph.Graph method) (geometric_kernels.spaces.Mesh method) (geometric_kernels.spaces.mesh.Mesh method) get_random_state() (in module geometric_kernels.lab_extras) get_repeated_eigenvalues() (geometric_kernels.spaces.base.DiscreteSpectrumSpace method) (geometric_kernels.spaces.Circle method) (geometric_kernels.spaces.circle.Circle method) (geometric_kernels.spaces.DiscreteSpectrumSpace method) (geometric_kernels.spaces.Graph method) (geometric_kernels.spaces.graph.Graph method) (geometric_kernels.spaces.hypercube_graph.HypercubeGraph method) (geometric_kernels.spaces.HypercubeGraph method) (geometric_kernels.spaces.Hypersphere method) (geometric_kernels.spaces.hypersphere.Hypersphere method) (geometric_kernels.spaces.Mesh method) (geometric_kernels.spaces.mesh.Mesh method) (geometric_kernels.spaces.product.ProductDiscreteSpectrumSpace method) (geometric_kernels.spaces.ProductDiscreteSpectrumSpace method) (geometric_kernels.spaces.so.SpecialOrthogonal method) (geometric_kernels.spaces.SpecialOrthogonal method) (geometric_kernels.spaces.SpecialUnitary method) (geometric_kernels.spaces.su.SpecialUnitary method) get_resource_file_path() (in module geometric_kernels.utils.utils) GPflowGeometricKernel (class in geometric_kernels.frontends.gpflow) GPJaxGeometricKernel (class in geometric_kernels.frontends.gpjax) GPyTorchGeometricKernel (class in geometric_kernels.frontends.gpytorch) Graph (class in geometric_kernels.spaces) (class in geometric_kernels.spaces.graph)

H

hamming_distance() (in module geometric_kernels.utils.utils) Hyperbolic (class in geometric_kernels.spaces) (class in geometric_kernels.spaces.hyperbolic) hyperbolic_density_sample() (in module geometric_kernels.feature_maps.probability_densities)

hypercube_graph_heat_kernel() (in module geometric_kernels.utils.special_functions) HypercubeGraph (class in geometric_kernels.spaces) (class in geometric_kernels.spaces.hypercube_graph) Hypersphere (class in geometric_kernels.spaces) (class in geometric_kernels.spaces.hypersphere)

I

init_params() (geometric_kernels.kernels.base.BaseGeometricKernel method) (geometric_kernels.kernels.BaseGeometricKernel method) (geometric_kernels.kernels.feature_map.MaternFeatureMapKernel method) (geometric_kernels.kernels.karhunen_loeve.MaternKarhunenLoeveKernel method) (geometric_kernels.kernels.MaternFeatureMapKernel method) (geometric_kernels.kernels.MaternKarhunenLoeveKernel method) (geometric_kernels.kernels.product.ProductGeometricKernel method) (geometric_kernels.kernels.ProductGeometricKernel method) inner_product() (geometric_kernels.spaces.Hyperbolic method) (geometric_kernels.spaces.hyperbolic.Hyperbolic method) int_like() (in module geometric_kernels.lab_extras) inv_harish_chandra() (geometric_kernels.spaces.base.NoncompactSymmetricSpace method) (geometric_kernels.spaces.Hyperbolic method) (geometric_kernels.spaces.hyperbolic.Hyperbolic method) (geometric_kernels.spaces.NoncompactSymmetricSpace method) (geometric_kernels.spaces.spd.SymmetricPositiveDefiniteMatrices method) (geometric_kernels.spaces.SymmetricPositiveDefiniteMatrices method)

inverse() (geometric_kernels.spaces.CompactMatrixLieGroup static method) (geometric_kernels.spaces.lie_groups.CompactMatrixLieGroup static method) (geometric_kernels.spaces.lie_groups.WeylAdditionTheorem method) (geometric_kernels.spaces.so.SOEigenfunctions method) (geometric_kernels.spaces.so.SpecialOrthogonal static method) (geometric_kernels.spaces.SpecialOrthogonal static method) (geometric_kernels.spaces.SpecialUnitary static method) (geometric_kernels.spaces.su.SpecialUnitary static method) (geometric_kernels.spaces.su.SUEigenfunctions method) is_complex() (in module geometric_kernels.lab_extras) iterencode() (geometric_kernels.utils.compute_characters.CompactJSONEncoder method)

K

K() (geometric_kernels.frontends.gpflow.GPflowGeometricKernel method) (geometric_kernels.kernels.base.BaseGeometricKernel method) (geometric_kernels.kernels.BaseGeometricKernel method) (geometric_kernels.kernels.feature_map.MaternFeatureMapKernel method) (geometric_kernels.kernels.karhunen_loeve.MaternKarhunenLoeveKernel method) (geometric_kernels.kernels.MaternFeatureMapKernel method) (geometric_kernels.kernels.MaternKarhunenLoeveKernel method) (geometric_kernels.kernels.product.ProductGeometricKernel method) (geometric_kernels.kernels.ProductGeometricKernel method)

K_diag() (geometric_kernels.frontends.gpflow.GPflowGeometricKernel method) (geometric_kernels.kernels.base.BaseGeometricKernel method) (geometric_kernels.kernels.BaseGeometricKernel method) (geometric_kernels.kernels.feature_map.MaternFeatureMapKernel method) (geometric_kernels.kernels.karhunen_loeve.MaternKarhunenLoeveKernel method) (geometric_kernels.kernels.MaternFeatureMapKernel method) (geometric_kernels.kernels.MaternKarhunenLoeveKernel method) (geometric_kernels.kernels.product.ProductGeometricKernel method) (geometric_kernels.kernels.ProductGeometricKernel method) kravchuk_normalized() (in module geometric_kernels.utils.special_functions)

L

LieGroupCharacter (class in geometric_kernels.spaces.lie_groups) load_mesh() (geometric_kernels.spaces.Mesh class method) (geometric_kernels.spaces.mesh.Mesh class method)

log_binomial() (in module geometric_kernels.utils.utils) logical_xor() (in module geometric_kernels.lab_extras) logspace() (in module geometric_kernels.lab_extras)

M

make_deterministic() (in module geometric_kernels.utils.utils) make_product() (in module geometric_kernels.utils.product) manifold_laplacian() (in module geometric_kernels.utils.manifold_utils) MaternFeatureMapKernel (class in geometric_kernels.kernels) (class in geometric_kernels.kernels.feature_map) MaternGeometricKernel (class in geometric_kernels.kernels) (class in geometric_kernels.kernels.matern_kernel) MaternKarhunenLoeveKernel (class in geometric_kernels.kernels) (class in geometric_kernels.kernels.karhunen_loeve) MAX_ITEMS (geometric_kernels.utils.compute_characters.CompactJSONEncoder attribute) MAX_WIDTH (geometric_kernels.utils.compute_characters.CompactJSONEncoder attribute) Mesh (class in geometric_kernels.spaces) (class in geometric_kernels.spaces.mesh) module geometric_kernels geometric_kernels.feature_maps geometric_kernels.feature_maps.base geometric_kernels.feature_maps.deterministic geometric_kernels.feature_maps.probability_densities geometric_kernels.feature_maps.random_phase geometric_kernels.feature_maps.rejection_sampling geometric_kernels.frontends geometric_kernels.frontends.gpflow geometric_kernels.frontends.gpjax geometric_kernels.frontends.gpytorch geometric_kernels.jax geometric_kernels.kernels geometric_kernels.kernels.base geometric_kernels.kernels.feature_map geometric_kernels.kernels.karhunen_loeve geometric_kernels.kernels.matern_kernel geometric_kernels.kernels.product geometric_kernels.lab_extras geometric_kernels.sampling geometric_kernels.sampling.samplers geometric_kernels.spaces geometric_kernels.spaces.base geometric_kernels.spaces.circle geometric_kernels.spaces.eigenfunctions geometric_kernels.spaces.graph geometric_kernels.spaces.hyperbolic geometric_kernels.spaces.hypercube_graph geometric_kernels.spaces.hypersphere geometric_kernels.spaces.lie_groups geometric_kernels.spaces.mesh geometric_kernels.spaces.product geometric_kernels.spaces.so geometric_kernels.spaces.spd geometric_kernels.spaces.su geometric_kernels.tensorflow geometric_kernels.torch geometric_kernels.utils geometric_kernels.utils.compute_characters geometric_kernels.utils.manifold_utils geometric_kernels.utils.product geometric_kernels.utils.special_functions geometric_kernels.utils.utils geometric_kernels.version

N

NoncompactSymmetricSpace (class in geometric_kernels.spaces) (class in geometric_kernels.spaces.base) nu (geometric_kernels.frontends.gpytorch.GPyTorchGeometricKernel property) num_axes (geometric_kernels.spaces.Hyperbolic property) (geometric_kernels.spaces.hyperbolic.Hyperbolic property) (geometric_kernels.spaces.spd.SymmetricPositiveDefiniteMatrices property) (geometric_kernels.spaces.SymmetricPositiveDefiniteMatrices property) num_axes() (geometric_kernels.spaces.base.NoncompactSymmetricSpace method) (geometric_kernels.spaces.NoncompactSymmetricSpace method) num_eigenfunctions (geometric_kernels.spaces.circle.SinCosEigenfunctions property) (geometric_kernels.spaces.eigenfunctions.Eigenfunctions property) (geometric_kernels.spaces.eigenfunctions.EigenfunctionsFromEigenvectors property) (geometric_kernels.spaces.hypercube_graph.WalshFunctions property) (geometric_kernels.spaces.hypersphere.SphericalHarmonics property) (geometric_kernels.spaces.lie_groups.WeylAdditionTheorem property) (geometric_kernels.spaces.product.ProductEigenfunctions property) num_eigenfunctions_per_level (geometric_kernels.spaces.circle.SinCosEigenfunctions property) (geometric_kernels.spaces.eigenfunctions.EigenfunctionsFromEigenvectors property) (geometric_kernels.spaces.hypercube_graph.WalshFunctions property) (geometric_kernels.spaces.hypersphere.SphericalHarmonics property) (geometric_kernels.spaces.lie_groups.WeylAdditionTheorem property) (geometric_kernels.spaces.product.ProductEigenfunctions property)

num_eigenfunctions_per_level() (geometric_kernels.spaces.eigenfunctions.Eigenfunctions method) num_faces (geometric_kernels.spaces.Mesh property) (geometric_kernels.spaces.mesh.Mesh property) num_levels (geometric_kernels.spaces.circle.SinCosEigenfunctions property) (geometric_kernels.spaces.eigenfunctions.Eigenfunctions property) (geometric_kernels.spaces.eigenfunctions.EigenfunctionsFromEigenvectors property) (geometric_kernels.spaces.hypercube_graph.WalshFunctions property) (geometric_kernels.spaces.hypersphere.SphericalHarmonics property) (geometric_kernels.spaces.lie_groups.WeylAdditionTheorem property) (geometric_kernels.spaces.product.ProductEigenfunctions property) num_vertices (geometric_kernels.spaces.Graph property) (geometric_kernels.spaces.graph.Graph property) (geometric_kernels.spaces.Mesh property) (geometric_kernels.spaces.mesh.Mesh property)

O

ordered_pairwise_differences() (in module geometric_kernels.utils.utils)

P

params_to_params_list() (in module geometric_kernels.utils.product) partition_dominance_cone() (in module geometric_kernels.utils.utils) partition_dominance_or_subpartition_cone() (in module geometric_kernels.utils.utils) phi_product() (geometric_kernels.spaces.eigenfunctions.Eigenfunctions method) (geometric_kernels.spaces.eigenfunctions.EigenfunctionsFromEigenvectors method) (geometric_kernels.spaces.eigenfunctions.EigenfunctionsWithAdditionTheorem method) (geometric_kernels.spaces.product.ProductEigenfunctions method) phi_product_diag() (geometric_kernels.spaces.eigenfunctions.Eigenfunctions method) (geometric_kernels.spaces.eigenfunctions.EigenfunctionsFromEigenvectors method) (geometric_kernels.spaces.eigenfunctions.EigenfunctionsWithAdditionTheorem method) (geometric_kernels.spaces.product.ProductEigenfunctions method)

power_function() (geometric_kernels.spaces.base.NoncompactSymmetricSpace method) (geometric_kernels.spaces.Hyperbolic method) (geometric_kernels.spaces.hyperbolic.Hyperbolic method) (geometric_kernels.spaces.NoncompactSymmetricSpace method) (geometric_kernels.spaces.spd.SymmetricPositiveDefiniteMatrices method) (geometric_kernels.spaces.SymmetricPositiveDefiniteMatrices method) ProductDiscreteSpectrumSpace (class in geometric_kernels.spaces) (class in geometric_kernels.spaces.product) ProductEigenfunctions (class in geometric_kernels.spaces.product) ProductGeometricKernel (class in geometric_kernels.kernels) (class in geometric_kernels.kernels.product) project_product() (in module geometric_kernels.utils.product)

Q

qr() (in module geometric_kernels.lab_extras)

R

random() (geometric_kernels.spaces.base.DiscreteSpectrumSpace method) (geometric_kernels.spaces.Circle method) (geometric_kernels.spaces.circle.Circle method) (geometric_kernels.spaces.DiscreteSpectrumSpace method) (geometric_kernels.spaces.Graph method) (geometric_kernels.spaces.graph.Graph method) (geometric_kernels.spaces.Hyperbolic method) (geometric_kernels.spaces.hyperbolic.Hyperbolic method) (geometric_kernels.spaces.hypercube_graph.HypercubeGraph method) (geometric_kernels.spaces.HypercubeGraph method) (geometric_kernels.spaces.Hypersphere method) (geometric_kernels.spaces.hypersphere.Hypersphere method) (geometric_kernels.spaces.Mesh method) (geometric_kernels.spaces.mesh.Mesh method) (geometric_kernels.spaces.product.ProductDiscreteSpectrumSpace method) (geometric_kernels.spaces.ProductDiscreteSpectrumSpace method) (geometric_kernels.spaces.so.SpecialOrthogonal method) (geometric_kernels.spaces.spd.SymmetricPositiveDefiniteMatrices method) (geometric_kernels.spaces.SpecialOrthogonal method) (geometric_kernels.spaces.SpecialUnitary method) (geometric_kernels.spaces.su.SpecialUnitary method) (geometric_kernels.spaces.SymmetricPositiveDefiniteMatrices method)

random_phases() (geometric_kernels.spaces.base.NoncompactSymmetricSpace method) (geometric_kernels.spaces.Hyperbolic method) (geometric_kernels.spaces.hyperbolic.Hyperbolic method) (geometric_kernels.spaces.NoncompactSymmetricSpace method) (geometric_kernels.spaces.spd.SymmetricPositiveDefiniteMatrices method) (geometric_kernels.spaces.SymmetricPositiveDefiniteMatrices method) RandomPhaseFeatureMapCompact (class in geometric_kernels.feature_maps) (class in geometric_kernels.feature_maps.random_phase) RandomPhaseFeatureMapNoncompact (class in geometric_kernels.feature_maps) (class in geometric_kernels.feature_maps.random_phase) reciprocal_no_nan() (in module geometric_kernels.lab_extras) RejectionSamplingFeatureMapHyperbolic (class in geometric_kernels.feature_maps) (class in geometric_kernels.feature_maps.rejection_sampling) RejectionSamplingFeatureMapSPD (class in geometric_kernels.feature_maps) (class in geometric_kernels.feature_maps.rejection_sampling) restore_random_state() (in module geometric_kernels.lab_extras) rho (geometric_kernels.spaces.Hyperbolic property) (geometric_kernels.spaces.hyperbolic.Hyperbolic property) (geometric_kernels.spaces.spd.SymmetricPositiveDefiniteMatrices property) (geometric_kernels.spaces.SymmetricPositiveDefiniteMatrices property) rho() (geometric_kernels.spaces.base.NoncompactSymmetricSpace method) (geometric_kernels.spaces.NoncompactSymmetricSpace method)

S

sample_at() (in module geometric_kernels.sampling) (in module geometric_kernels.sampling.samplers) sampler() (in module geometric_kernels.sampling) (in module geometric_kernels.sampling.samplers) set_value() (in module geometric_kernels.lab_extras) SinCosEigenfunctions (class in geometric_kernels.spaces.circle) sinh() (in module geometric_kernels.lab_extras) slogdet() (in module geometric_kernels.lab_extras) SOCharacter (class in geometric_kernels.spaces.so) SOEigenfunctions (class in geometric_kernels.spaces.so) Space (class in geometric_kernels.spaces) (class in geometric_kernels.spaces.base) space (geometric_kernels.frontends.gpflow.GPflowGeometricKernel property) (geometric_kernels.frontends.gpjax.GPJaxGeometricKernel property) (geometric_kernels.frontends.gpytorch.GPyTorchGeometricKernel property) (geometric_kernels.kernels.base.BaseGeometricKernel property) (geometric_kernels.kernels.BaseGeometricKernel property) (geometric_kernels.kernels.karhunen_loeve.MaternKarhunenLoeveKernel property) (geometric_kernels.kernels.MaternKarhunenLoeveKernel property) (geometric_kernels.kernels.product.ProductGeometricKernel property) (geometric_kernels.kernels.ProductGeometricKernel property)

spd_density_sample() (in module geometric_kernels.feature_maps.probability_densities) SpecialOrthogonal (class in geometric_kernels.spaces) (class in geometric_kernels.spaces.so) SpecialUnitary (class in geometric_kernels.spaces) (class in geometric_kernels.spaces.su) SphericalHarmonics (class in geometric_kernels.spaces.hypersphere) student_t_sample() (in module geometric_kernels.feature_maps.probability_densities) SUCharacter (class in geometric_kernels.spaces.su) SUEigenfunctions (class in geometric_kernels.spaces.su) SymmetricPositiveDefiniteMatrices (class in geometric_kernels.spaces) (class in geometric_kernels.spaces.spd)

T

take_along_axis() (in module geometric_kernels.lab_extras)

tangent_onb() (in module geometric_kernels.utils.manifold_utils) trapz() (in module geometric_kernels.lab_extras)

V

vertices (geometric_kernels.spaces.Mesh property) (geometric_kernels.spaces.mesh.Mesh property)

W

walsh_function() (in module geometric_kernels.utils.special_functions) WalshFunctions (class in geometric_kernels.spaces.hypercube_graph) weighted_outerproduct() (geometric_kernels.spaces.eigenfunctions.Eigenfunctions method) (geometric_kernels.spaces.eigenfunctions.EigenfunctionsFromEigenvectors method) (geometric_kernels.spaces.hypercube_graph.WalshFunctions method)

weighted_outerproduct_diag() (geometric_kernels.spaces.eigenfunctions.Eigenfunctions method) (geometric_kernels.spaces.eigenfunctions.EigenfunctionsFromEigenvectors method) (geometric_kernels.spaces.hypercube_graph.WalshFunctions method) WeylAdditionTheorem (class in geometric_kernels.spaces.lie_groups)