BFS documentation
=====================

**BFS** is a Python library for feature selection based on a constrained biobjective gradient descent algorithm. 
It is based on network sparsification using a sparse group lasso regularizer. It is tailored for High Dimension Low Sample Size data.
In addition to the classification results, BFS also returns the list of feature in order of importance.

Check out the :doc:`Installation` and :doc:`Usage` sections for further information, including
how to :ref:`install` the project.

.. note::

   This project is under active development.

Contents
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.. toctree::
   :maxdepth: 4
   
   Installation
   Usage
   BFS
   utils
   api