grf_gp

• grf_gp.kernels
  • grf_gp.kernels.base module
    • BaseExactKernel
      • BaseExactKernel.forward()
    • BaseGRFKernel
      • BaseGRFKernel.forward()
      • BaseGRFKernel.modulation_function
  • grf_gp.kernels.diffusion module
    • DiffusionExactKernel
    • DiffusionGRFKernel
      • DiffusionGRFKernel.modulation_function
    • DiffusionLowRankGRFKernel
      • DiffusionLowRankGRFKernel.modulation_function
    • DiffusionModule
      • DiffusionModule.beta
      • DiffusionModule.compute_modulation()
      • DiffusionModule.sigma_f
    • diffusion_formula()
  • grf_gp.kernels.general module
    • GeneralGRFKernel
      • GeneralGRFKernel.modulation_function
    • GeneralLowRankGRFKernel
      • GeneralLowRankGRFKernel.modulation_function
  • grf_gp.kernels.low_rank module
    • LowRankGRFKernel
• grf_gp.utils
  • grf_gp.utils.config module
    • set_gp_defaults()
  • grf_gp.utils.csr module
    • build_csr_from_entries()
    • to_sparse_csr()
  • grf_gp.utils.sampling module
    • generate_noisy_samples()
  • grf_gp.utils.sparse_lo module
    • SparseLinearOperator
  • grf_gp.utils.spectral module
    • get_normalized_laplacian()
  • grf_gp.utils.visual module
• grf_gp.inference module
  • pathwise_conditioning()
  • woodbury_pathwise_conditioning()
• grf_gp.model module
  • ExactGraphGP
    • ExactGraphGP.predict()
  • GRFGP
    • GRFGP.predict()
    • GRFGP.predict_sample()
  • GraphGP
    • GraphGP.forward()
    • GraphGP.predict()
  • LowRankGRFGP
    • LowRankGRFGP.predict_sample()
• grf_gp.sampler module
  • GRFSampler
    • GRFSampler.sample_random_walk_matrices()