The six core models of GPflow

The following table summarizes the six core model options in GPflow.

The GPLVM which adds latent variables is also included (notebook).

GP Regression

Sparse GP Regression

See also the documentation of the derivation.

Variational Gaussian Approximation

See also the documentation of the derivation.

Sparse Variational Gaussian Approximation

Markov Chain Monte Carlo

Sparse Markov Chain Monte Carlo