The initial release!
models
contains the core GP-VAE and SGP-VAE implementations.likelihoods
contains the various likelihood functions for defining the likelihood of the observations and the approximate likelihood included in the variational distribution.kernels
contains GP kernel implementations.utils
contains various utility functions.
Examples of using the sgpvae
package for experimentation are given in experiments
.