Awesome
AugmentedGPLikelihoods
Provides all necessary functions to work with augmented likelihoods for Gaussian Processes and more, check out the docs for more info.
For a global overview over the approach, see the PhD thesis Latent variable augmentation for approximate Bayesian inference, applications for Gaussian processes.