Index

A

AddKernel (class in gp_api.kernels.kernels)

available_labels() (gp_api.gaussian_process.GaussianProcess class method)

B

bin_combination_seeds() (in module gp_api.marginals)

C

compact_kernel_evaluate() (in module gp_api.kernels.compact_kernel_evaluate)

CompactKernel (class in gp_api.kernels.kernels) compute_LLy_cholesky() (gp_api.gaussian_process.GaussianProcess static method)

E

equiv() (gp_api.gaussian_process.GaussianProcess method) (gp_api.kernels.kernels.AddKernel method) (gp_api.kernels.kernels.CompactKernel method) (gp_api.kernels.kernels.Kernel method) (gp_api.kernels.kernels.MaternKernel method) (gp_api.kernels.kernels.WhiteNoiseKernel method)

F

fit() (gp_api.gaussian_process.GaussianProcess class method) (gp_api.kernels.kernels.CompactKernel class method) (gp_api.kernels.kernels.Kernel class method) (gp_api.kernels.kernels.MaternKernel class method) (gp_api.kernels.kernels.WhiteNoiseKernel class method) fit_compact_nd() (in module gp_api.utils.fit_compact) (in module gp_api.utils.utils) fit_hist1d() (gp_api.marginals.Marginal method) fit_hist2d() (gp_api.marginals.Marginal method) fit_histdd() (gp_api.marginals.Marginal method) fit_marginal() (gp_api.marginals.Marginal method) fit_marginal_methods() (gp_api.marginals.Marginal method) fit_matern_nd() (in module gp_api.utils.fit_matern)

fit_multigauss() (in module gp_api.utils.utils) fit_sample_covariance() (gp_api.kernels.kernels.MaternKernel class method) fit_scott() (gp_api.kernels.kernels.CompactKernel class method) fit_simple() (gp_api.kernels.kernels.CompactKernel class method) (gp_api.kernels.kernels.WhiteNoiseKernel class method) from_attrs() (gp_api.kernels.kernels.AddKernel class method) (gp_api.kernels.kernels.CompactKernel class method) (gp_api.kernels.kernels.Kernel class method) (gp_api.kernels.kernels.MaternKernel class method) (gp_api.kernels.kernels.WhiteNoiseKernel class method) from_dict() (gp_api.kernels.kernels.Kernel static method) from_json() (gp_api.kernels.kernels.Kernel static method) (in module gp_api.kernels.kernels)

G

GaussianProcess (class in gp_api.gaussian_process) gp_api module gp_api.gaussian_process module gp_api.kernels module gp_api.kernels.compact_kernel_evaluate module gp_api.kernels.kernels module gp_api.kernels.matern_kernel_evaluate module gp_api.marginals module

gp_api.utils module gp_api.utils.fit_compact module gp_api.utils.fit_matern module gp_api.utils.hypercube module gp_api.utils.multigauss module gp_api.utils.utils module grab_edge_factor() (in module gp_api.marginals) grab_edge_ind() (in module gp_api.marginals)

J

joint_training_goodness() (gp_api.marginals.Marginal method)

K

Kernel (class in gp_api.kernels.kernels)

L

LLy_cholesky() (gp_api.gaussian_process.GaussianProcess method)

load() (gp_api.gaussian_process.GaussianProcess class method) load_all() (gp_api.gaussian_process.GaussianProcess class method)

M

Marginal (class in gp_api.marginals) matern_kernel_evaluate() (in module gp_api.kernels.matern_kernel_evaluate) MaternKernel (class in gp_api.kernels.kernels) mean() (gp_api.gaussian_process.GaussianProcess method) min_bins_for_grab_edge() (in module gp_api.marginals) module gp_api gp_api.gaussian_process gp_api.kernels gp_api.kernels.compact_kernel_evaluate gp_api.kernels.kernels gp_api.kernels.matern_kernel_evaluate gp_api.marginals gp_api.utils gp_api.utils.fit_compact gp_api.utils.fit_matern gp_api.utils.hypercube gp_api.utils.multigauss gp_api.utils.utils

multifit_marginal1d() (gp_api.marginals.Marginal method) multifit_marginal1d2d() (gp_api.marginals.Marginal method) multifit_marginal2d() (gp_api.marginals.Marginal method) Multigauss (class in gp_api.utils.multigauss) multigauss_nd() (in module gp_api.utils.utils) multigauss_samples() (in module gp_api.utils.utils)

P

prune_samples() (in module gp_api.marginals)

R

rvs() (gp_api.gaussian_process.GaussianProcess method) (gp_api.utils.multigauss.Multigauss method)

S

sample_density() (gp_api.gaussian_process.GaussianProcess method) sample_grid_gp() (gp_api.utils.multigauss.Multigauss method) sample_hypercube() (in module gp_api.utils.hypercube)

sample_list_nd() (in module gp_api.utils.utils) save() (gp_api.gaussian_process.GaussianProcess method) store_options (gp_api.gaussian_process.GaussianProcess attribute)

T

to_dict() (gp_api.kernels.kernels.AddKernel method) (gp_api.kernels.kernels.CompactKernel method) (gp_api.kernels.kernels.Kernel method) (gp_api.kernels.kernels.MaternKernel method) (gp_api.kernels.kernels.WhiteNoiseKernel method)

to_json() (gp_api.kernels.kernels.Kernel method) train() (gp_api.utils.multigauss.Multigauss method) train_function() (in module gp_api.utils.fit_compact) (in module gp_api.utils.utils) train_matern() (gp_api.utils.multigauss.Multigauss method) training_grid() (gp_api.utils.multigauss.Multigauss method)

U

update_edge_centers() (in module gp_api.marginals)

V

variance() (gp_api.gaussian_process.GaussianProcess method)

W

weighted_histogram_density_error() (in module gp_api.marginals)

WhiteNoiseKernel (class in gp_api.kernels.kernels)