package gpr

Specification of covariance function

Evaluating inducing inputs

Evaluating single inputs

Evaluating (multiple) inputs

(Untrained) model - does not require targets

Trained model - requires targets

Statistics derived from trained models

Module for making mean predictions

Posterior mean for a single input

Posterior means for (multiple) inputs

Module for making (co-)variance predictions

Posterior variance for a single input

Posterior variances for (multiple) inputs

Posterior covariances

Module for sampling single points from the posterior distribution

Module for sampling (multiple) points from the posterior distribution accounting for their covariance