========================
The six core models of GPflow
========================

.. automodule:: gpflow.models

GP Regression
-------------

.. autoclass:: gpflow.models.GPR

Sparse GP Regression
--------------------

See also the documentation of the `derivation  <notebooks/SGPR_notes.html>`_.

.. autoclass:: gpflow.models.SGPR

Variational Gaussian Approximation
----------------------------------

See also the documentation of the `derivation  <notebooks/VGP_notes.html>`_.

.. autoclass:: gpflow.models.VGP

Sparse Variational Gaussian Approximation
-----------------------------------------

.. autoclass:: gpflow.models.SVGP

Markov Chain Monte Carlo
------------------------

.. autoclass:: gpflow.models.GPMC

Sparse Markov Chain Monte Carlo
-------------------------------

.. autoclass:: gpflow.models.SGPMC