Tuun Documentation
==================

**Tuun** is a toolkit for efficient hyperparameter tuning via uncertainty modeling, with a
focus on flexible model choice, scalability, and use in distributed settings.

|github| The code for Tuun is `on github <https://github.com/petuum/tuun>`_.

.. |github| image:: images/github.svg
   :width: 30
   :alt: github


User Guide
**********
.. toctree::
   :maxdepth: 2

   installation
   quick_start
   search_space
   configure
   nni
..   architecture
..   custom_models
..   custom_domains
..   api_reference/index


Examples
********
.. toctree::
   :maxdepth: 2

   examples/index


Indices and tables
******************
* :ref:`genindex`
* :ref:`modindex`
* :ref:`search`