.. _advanced_guide:

Advanced guides
===============

This section contains examples and tutorials on more advanced topics,
such as multi-core computation, automatic differentiation, and custom
operations.

.. toctree::
   :caption: Parallel computation
   :maxdepth: 1

   notebooks/Distributed_arrays_and_automatic_parallelization
   notebooks/shard_map
   multi_process
   distributed_data_loading

.. toctree::
   :caption: Automatic differentiation
   :maxdepth: 1

   notebooks/autodiff_cookbook
   notebooks/Custom_derivative_rules_for_Python_code
   notebooks/autodiff_remat

.. toctree::
   :caption: Deep dives
   :maxdepth: 1

   notebooks/convolutions
   xla_flags