Use the following examples to familiarise yourself with Vanguard and its advanced features.

Introduction
============
.. nbgallery::
    :maxdepth: 1

    examples/decorator_walkthrough.ipynb

Regression
==========

.. nbgallery::
    :maxdepth: 1

    examples/intro_to_gps.ipynb
    examples/laplace_hierarchical.ipynb
    examples/distributed_gp.ipynb
    examples/sparse_variational_gps.ipynb
    examples/sparse_kernel_approximation.ipynb

Classification
==============

.. nbgallery::
    :maxdepth: 1

    examples/binary_classification.ipynb
    examples/multiclass_classification.ipynb
    examples/multiclass_dirichlet_classification.ipynb