gplite-package |
The 'gplite' package. |
*.cf |
Initialize covariance function |
approx |
Approximations to the posterior of the latent values |
approx_ep |
Approximations to the posterior of the latent values |
approx_laplace |
Approximations to the posterior of the latent values |
cf |
Initialize covariance function |
cf_const |
Initialize covariance function |
cf_lin |
Initialize covariance function |
cf_matern32 |
Initialize covariance function |
cf_matern52 |
Initialize covariance function |
cf_nn |
Initialize covariance function |
cf_periodic |
Initialize covariance function |
cf_prod |
Initialize covariance function |
cf_sexp |
Initialize covariance function |
get_param |
Get or set GP model parameters |
gplite |
The 'gplite' package. |
gp_compare |
Model assessment and comparison |
gp_draw |
Make predictions with a GP model |
gp_energy |
Energy of a GP model |
gp_fit |
Fit a GP model |
gp_init |
Initialize a GP model |
gp_load |
Save and load a GP model |
gp_loo |
Model assessment and comparison |
gp_optim |
Optimize hyperparameters of a GP model |
gp_pred |
Make predictions with a GP model |
gp_save |
Save and load a GP model |
gp_saveload |
Save and load a GP model |
lik |
Initialize likelihood |
lik_bernoulli |
Initialize likelihood |
lik_betabinom |
Initialize likelihood |
lik_binomial |
Initialize likelihood |
lik_gaussian |
Initialize likelihood |
lik_poisson |
Initialize likelihood |
method |
Initialize method or type of the model |
method_fitc |
Initialize method or type of the model |
method_full |
Initialize method or type of the model |
method_rf |
Initialize method or type of the model |
param |
Get or set GP model parameters |
pred |
Make predictions with a GP model |
priors |
Initialize prior for hyperparameter |
prior_fixed |
Initialize prior for hyperparameter |
prior_half_t |
Initialize prior for hyperparameter |
prior_lognormal |
Initialize prior for hyperparameter |
prior_logunif |
Initialize prior for hyperparameter |
set_param |
Get or set GP model parameters |