Index

_

_init_variational_parameters() (t_SVGP method) (t_SVGP_sites method) (t_SVGP_white method)

B

base_SVGP (class in src.models.tsvgp)

C

conditional_from_precision_sites() (in module src.util)

conditional_from_precision_sites_white() (in module src.util)

D

DenseSites (class in src.sites)

DiagSites (class in src.sites)

E

elbo() (base_SVGP method) (t_SVGP_sites method) (t_SVGP_white method) (t_VGP method)

G

get_mean_chol_cov_inducing_posterior() (base_SVGP method) (t_SVGP method) (t_SVGP_sites method) (t_SVGP_white method)

gradient_transformation_mean_var_to_expectation() (in module src.util)

K

kl_from_precision_sites() (in module src.util)

kl_from_precision_sites_white() (in module src.util)

L

lambda_1 (t_SVGP property) (t_SVGP_sites property) (t_VGP property) lambda_2 (DenseSites property) (t_SVGP property) (t_SVGP_sites property) (t_VGP property)

lambda_2_sqrt (DenseSites property) (t_SVGP property)

M

maximum_log_likelihood_objective() (base_SVGP method) (t_SVGP_sites method) (t_SVGP_white method) (t_VGP method) module src, [1] src.models src.models.tsvgp src.models.tsvgp_sites src.models.tsvgp_white src.models.tvgp src.sites src.util

N

natgrad_step() (t_SVGP method) (t_SVGP_sites method) (t_SVGP_white method)

new_predict_f() (t_SVGP method)

P

posterior_from_dense_site() (in module src.util) posterior_from_dense_site_white() (in module src.util) predict_f() (base_SVGP method) (t_VGP method)

predict_f_extra_data() (t_SVGP_white method) prior_kl() (base_SVGP method) (t_SVGP_sites method) project_diag_sites() (in module src.util)

S

Sites (class in src.sites) src module, [1] src.models module src.models.tsvgp module src.models.tsvgp_sites module

src.models.tsvgp_white module src.models.tvgp module src.sites module src.util module

T

t_SVGP (class in src.models.tsvgp) t_SVGP_sites (class in src.models.tsvgp_sites)

t_SVGP_white (class in src.models.tsvgp_white) t_VGP (class in src.models.tvgp)

U

update_variational_parameters() (t_VGP method)