OptiML
======

OptiML is a `sklearn <https://scikit-learn.org>`_ compatible implementation of
*Support Vector Machines* and *Deep Neural Networks*, both with some of the most
successful features according to the state of the art.

This work was motivated by the possibility of being able to solve the
optimization problem deriving from the mathematical formulation of these models
through a wide range of optimization algorithms object of study and developed for
the Numerical Methods and Optimization course @ Department of Computer Science @
University of Pisa under the supervision of prof. Antonio Frangioni.

Installation
------------

.. code-block:: bash

   pip install optiml

API Reference
-------------

.. toctree::
   :maxdepth: 4

   api/optiml

Indices and tables
------------------

* :ref:`genindex`
* :ref:`modindex`
* :ref:`search`