===
Ray
===

*Ray is a low-latency distributed execution framework targeted at machine
learning and reinforcement learning applications.*

.. toctree::
   :maxdepth: 1
   :caption: Installation

   install-on-ubuntu.md
   install-on-macosx.md
   install-on-docker.md
   installation-troubleshooting.md

.. toctree::
   :maxdepth: 1
   :caption: Getting Started

   tutorial.md
   actors.rst
   api.rst

.. toctree::
   :maxdepth: 1
   :caption: Examples

   example-hyperopt.rst
   example-rl-pong.rst
   example-policy-gradient.rst
   example-resnet.rst
   example-a3c.rst
   example-lbfgs.rst
   using-ray-with-tensorflow.rst

.. toctree::
   :maxdepth: 1
   :caption: Design

   remote-functions.md
   serialization.md

.. toctree::
   :maxdepth: 1
   :caption: Cluster Usage

   using-ray-on-a-cluster.md
   using-ray-on-a-large-cluster.md
   using-ray-and-docker-on-a-cluster.md