.. BOSS documentation master file, created by sphinx-quickstart on Tue Dec 12 14:46:05 2017. You can adapt this file completely to your liking, but it should at least contain the root `toctree` directive. .. toctree:: :maxdepth: 4 :hidden: whatis installation tutorials manual interface .. figure:: figures/boss_method.png :scale: 38 % :alt: BOSS examples Bayesian Optimization Structure Search (BOSS) is an active machine learning technique for accelerated global exploration of property phase space. It is designed to facilitate machine learning in computational and experimental natural sciences. This documentation presents the :ref:`installation ` and usage of BOSS via hands-on :ref:`Tutorials ` and the :ref:`Manual `. More information and research examples can be found at the BOSS `public website `_. The code is available for download in the BOSS `GitLab repository `_.