<commit_before>About us
========

.. include:: ../AUTHORS.rst

.. seealso::

   :ref:`How you can contribute to the project <contributing>`

.. _citing-scikit-learn:

Citing scikit-learn
-------------------

If you use scikit-learn in a scientific publication, we would appreciate
citations to the following paper:

  `Scikit-learn: Machine Learning in Python
  <http://jmlr.csail.mit.edu/papers/v12/pedregosa11a.html>`_, Pedregosa
  *et al.*, JMLR 12, pp. 2825-2830, 2011.

  Bibtex entry::

    @article{scikit-learn,
     title={Scikit-learn: Machine Learning in {P}ython},
     author={<NAME> <NAME> <NAME>.
             and <NAME>. and <NAME>. and <NAME>. and <NAME>.
             and <NAME>. and <NAME>. and <NAME>. and
             <NAME>.},
     journal={Journal of Machine Learning Research},
     volume={12},
     pages={2825--2830},
     year={2011}
    }

If you want to cite scikit-learn for its API or design, you may also want to consider the
following paper:

  `API design for machine learning software: experiences from the scikit-learn
  project <http://arxiv.org/abs/1309.0238>`_, Buitinck *et al.*, 2013.

  Bibtex entry::

    @inproceedings{sklearn_api,
      author    = {<NAME> and <NAME> and <NAME> and
                   <NAME> and <NAME> and <NAME> and
                   <NAME> and <NAME> and <NAME>
                   and <NAME> and <NAME> and <NAME> and
                   <NAME> and <NAME> and Ga{\"{e}}<NAME>},
      title     = {{API} design for machine learning software: experiences from the scikit-learn
                   project},
      booktitle = {ECML PKDD Workshop: Languages for Data Mining and Machine Learning},
      year      = {2013},
      pages = {108--122},
    }

Artwork
-------

High quality PNG and SVG logos are available in the `doc/logos/ <https://github.com/scikit-learn/scikit-learn/tree/master/doc/logos>`_ source directory.

.. image:: images/scikit-learn-logo-notext.png
   :align: center

Funding
-------

`INRIA <https://www.inria.fr>`_ actively supports this project. It has
provided funding for <NAME> (2010-2012), <NAME>
(2012-2013) and <NAME> (2013-2015) to work on this project
full-time. It also hosts coding sprints and other events.

.. image:: images/inria-logo.jpg
   :width: 200pt
   :align: center
   :target: https://www.inria.fr

`Paris-Saclay Center for Data Science <http://www.datascience-paris-saclay.fr>`_
funded one year for a developer to work on the project full-time
(2014-2015).

.. image:: images/cds-logo.png
   :width: 200pt
   :align: center
   :target: http://www.datascience-paris-saclay.fr

`NYU Moore-Sloan Data Science Environment <http://cds.nyu.edu/mooresloan/>`_
funded <NAME> (2014-2016) to work on this project. The Moore-Sloan Data Science
Environment also funds several students to work on the project part-time.

.. image:: images/nyu_short_color.png
   :width: 200pt
   :align: center
   :target: http://cds.nyu.edu/mooresloan/


`Télécom Paristech <http://www.telecom-paristech.com>`_ funds <NAME> (2014),
<NAME> (2015), Raghav RV (2015-2016) and <NAME> (2016) to
work on scikit-learn.

.. image:: themes/scikit-learn/static/img/telecom.png
   :width: 100pt
   :align: center<commit_msg>update grants funding info for CDS, Telecom + Inria (#9436)<commit_after>About us
========

.. include:: ../AUTHORS.rst

.. seealso::

   :ref:`How you can contribute to the project <contributing>`

.. _citing-scikit-learn:

Citing scikit-learn
-------------------

If you use scikit-learn in a scientific publication, we would appreciate
citations to the following paper:

  `Scikit-learn: Machine Learning in Python
  <http://jmlr.csail.mit.edu/papers/v12/pedregosa11a.html>`_, Pedregosa
  *et al.*, JMLR 12, pp. 2825-2830, 2011.

  Bibtex entry::

    @article{scikit-learn,
     title={Scikit-learn: Machine Learning in {P}ython},
     author={<NAME>. and <NAME>. and <NAME>. and <NAME>.
             and <NAME>. and <NAME>. and Blondel, M. and Prettenhofer, P.
             and <NAME>. and <NAME>. and Vanderplas, J. and <NAME>. and
             <NAME>. and <NAME>. and <NAME>. and <NAME>.},
     journal={Journal of Machine Learning Research},
     volume={12},
     pages={2825--2830},
     year={2011}
    }

If you want to cite scikit-learn for its API or design, you may also want to consider the
following paper:

  `API design for machine learning software: experiences from the scikit-learn
  project <http://arxiv.org/abs/1309.0238>`_, Buitinck *et al.*, 2013.

  Bibtex entry::

    @inproceedings{sklearn_api,
      author    = {<NAME> and <NAME> and <NAME> and
                   <NAME> and <NAME> and <NAME> and
                   <NAME> and <NAME> and <NAME>
                   and <NAME> and <NAME> and <NAME> and
                   <NAME> and <NAME> and Ga{\"{e}}<NAME>},
      title     = {{API} design for machine learning software: experiences from the scikit-learn
                   project},
      booktitle = {ECML PKDD Workshop: Languages for Data Mining and Machine Learning},
      year      = {2013},
      pages = {108--122},
    }

Artwork
-------

High quality PNG and SVG logos are available in the `doc/logos/ <https://github.com/scikit-learn/scikit-learn/tree/master/doc/logos>`_ source directory.

.. image:: images/scikit-learn-logo-notext.png
   :align: center

Funding
-------

`INRIA <https://www.inria.fr>`_ actively supports this project. It has
provided funding for <NAME> (2010-2012), <NAME>
(2012-2013) and <NAME> (2013-2017) to work on this project
full-time. It also hosts coding sprints and other events.

.. image:: images/inria-logo.jpg
   :width: 200pt
   :align: center
   :target: https://www.inria.fr

`Paris-Saclay Center for Data Science <http://www.datascience-paris-saclay.fr>`_
funded one year for a developer to work on the project full-time
(2014-2015) and 50% of the time of Guillaume Lemaitre (2016-2017).

.. image:: images/cds-logo.png
   :width: 200pt
   :align: center
   :target: http://www.datascience-paris-saclay.fr

`NYU Moore-Sloan Data Science Environment <http://cds.nyu.edu/mooresloan/>`_
funded <NAME> (2014-2016) to work on this project. The Moore-Sloan Data Science
Environment also funds several students to work on the project part-time.

.. image:: images/nyu_short_color.png
   :width: 200pt
   :align: center
   :target: http://cds.nyu.edu/mooresloan/


`Télécom Paristech <http://www.telecom-paristech.com>`_ funded <NAME> (2014),
<NAME> (2015), <NAME> (2015-2017), <NAME> (2016-2017)
and <NAME> (2017) to work on scikit-learn.

.. image:: themes/scikit-learn/static/img/telecom.png
   :width: 100pt
   :align: center
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