Index

B

BaseExactKernel (class in grf_gp.kernels.base) BaseGRFKernel (class in grf_gp.kernels.base)

beta (grf_gp.kernels.diffusion.DiffusionModule property) build_csr_from_entries() (in module grf_gp.utils.csr)

C

compute_modulation() (grf_gp.kernels.diffusion.DiffusionModule method)

D

diffusion_formula() (in module grf_gp.kernels.diffusion) DiffusionExactKernel (class in grf_gp.kernels.diffusion)

DiffusionGRFKernel (class in grf_gp.kernels.diffusion) DiffusionLowRankGRFKernel (class in grf_gp.kernels.diffusion) DiffusionModule (class in grf_gp.kernels.diffusion)

E

ExactGraphGP (class in grf_gp.model)

F

forward() (grf_gp.kernels.base.BaseExactKernel method) (grf_gp.kernels.base.BaseGRFKernel method) (grf_gp.model.GraphGP method)

G

GeneralGRFKernel (class in grf_gp.kernels.general) GeneralLowRankGRFKernel (class in grf_gp.kernels.general) generate_noisy_samples() (in module grf_gp.utils.sampling) get_normalized_laplacian() (in module grf_gp.utils.spectral) GraphGP (class in grf_gp.model) grf_gp.inference module grf_gp.kernels.base module grf_gp.kernels.diffusion module grf_gp.kernels.general module grf_gp.kernels.low_rank module

grf_gp.model module grf_gp.sampler module grf_gp.utils.config module grf_gp.utils.csr module grf_gp.utils.sampling module grf_gp.utils.sparse_lo module grf_gp.utils.spectral module GRFGP (class in grf_gp.model) GRFSampler (class in grf_gp.sampler)

L

LowRankGRFGP (class in grf_gp.model)

LowRankGRFKernel (class in grf_gp.kernels.low_rank)

M

modulation_function (grf_gp.kernels.base.BaseGRFKernel property) (grf_gp.kernels.diffusion.DiffusionGRFKernel property) (grf_gp.kernels.diffusion.DiffusionLowRankGRFKernel property) (grf_gp.kernels.general.GeneralGRFKernel property) (grf_gp.kernels.general.GeneralLowRankGRFKernel property) module grf_gp.inference grf_gp.kernels.base grf_gp.kernels.diffusion grf_gp.kernels.general grf_gp.kernels.low_rank grf_gp.model grf_gp.sampler grf_gp.utils.config grf_gp.utils.csr grf_gp.utils.sampling grf_gp.utils.sparse_lo grf_gp.utils.spectral

P

pathwise_conditioning() (in module grf_gp.inference) predict() (grf_gp.model.ExactGraphGP method) (grf_gp.model.GraphGP method) (grf_gp.model.GRFGP method)

predict_sample() (grf_gp.model.GRFGP method) (grf_gp.model.LowRankGRFGP method)

S

sample_random_walk_matrices() (grf_gp.sampler.GRFSampler method) set_gp_defaults() (in module grf_gp.utils.config)

sigma_f (grf_gp.kernels.diffusion.DiffusionModule property) SparseLinearOperator (class in grf_gp.utils.sparse_lo)

T

to_sparse_csr() (in module grf_gp.utils.csr)

W

woodbury_pathwise_conditioning() (in module grf_gp.inference)