Update README.rst

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📖 Documentation
================
+--------------------------------------------------------------------------------+---------------------------------------------------------+
| `Usage Workflows <https://spacy.io/docs/usage/>`_   | How to use spaCy and its features.              |
+--------------------------------------------------------------------------------+---------------------------------------------------------+
| `API Reference <https://spacy.io/docs/api/>`_   | The detailed reference for spaCy's API. |
+--------------------------------------------------------------------------------+---------------------------------------------------------+
| `Tutorials <https://spacy.io/docs/usage/tutorials>`_ | End-to-end examples, with code you can modify and run. |
+--------------------------------------------------------------------------------+---------------------------------------------------------+
| `Showcase & Demos <https://spacy.io/docs/usage/showcase>`_ | Demos, libraries and products from the spaCy community. |
+--------------------------------------------------------------------------------+---------------------------------------------------------+
| `Contribute <https://github.com/explosion/spaCy/blob/master/CONTRIBUTING.md>`_ | How to contribute to the spaCy project and code base. |
+--------------------------------------------------------------------------------+---------------------------------------------------------+
=================== ===
`Usage Workflows`_ How to use spaCy and its features.
`API Reference`_ The detailed reference for spaCy's API.
`Tutorials`_ End-to-end examples, with code you can modify and run.
`Showcase & Demos`_ Demos, libraries and products from the spaCy community.
`Contribute`_ How to contribute to the spaCy project and code base.
=================== ===
.. _Usage Workflows: https://spacy.io/docs/usage/
.. _API Reference: https://spacy.io/docs/api/
.. _Tutorials: https://spacy.io/docs/usage/tutorials
.. _Showcase & Demos: https://spacy.io/docs/usage/showcase
.. _Contribute: https://github.com/explosion/spaCy/blob/master/CONTRIBUTING.md
💬 Where to ask questions
==========================
+---------------------------+------------------------------------------------------------------------------------------------------------+
| **Bug reports**     | `GitHub Issue tracker <https://github.com/explosion/spaCy/issues>`_                                     |
+---------------------------+------------------------------------------------------------------------------------------------------------+
| **Usage questions**   | `StackOverflow <http://stackoverflow.com/questions/tagged/spacy>`_, `Reddit usergroup                     |
| | <https://www.reddit.com/r/spacynlp>`_, `Gitter chat <https://gitter.im/explosion/spaCy>`_ |
+---------------------------+------------------------------------------------------------------------------------------------------------+
| **General discussion** | `Reddit usergroup <https://www.reddit.com/r/spacynlp>`_, |
| | `Gitter chat <https://gitter.im/explosion/spaCy>`_  |
+---------------------------+------------------------------------------------------------------------------------------------------------+
| **Commercial support** | contact@explosion.ai                                                                                     |
+---------------------------+------------------------------------------------------------------------------------------------------------+
====================== ===
**Bug reports** `GitHub issue tracker`_
**Usage questions** `StackOverflow`_, `Gitter chat`_, `Reddit user group`_
**General discussion** `Gitter chat`_, `Reddit user group`_
**Commercial support** contact@explosion.ai
====================== ===
.. _GitHub issue tracker: https://github.com/explosion/spaCy/issues
.. _StackOverflow: http://stackoverflow.com/questions/tagged/spacy
.. _Gitter chat: https://gitter.im/explosion/spaCy
.. _Reddit user group: https://www.reddit.com/r/spacynlp
Features
========
@ -85,7 +87,7 @@ Features
See `facts, figures and benchmarks <https://spacy.io/docs/api/>`_.
Top Performance
===============
---------------
* Fastest in the world: <50ms per document. No faster system has ever been
announced.
@ -94,21 +96,22 @@ Top Performance
accurate systems are an order of magnitude slower or more.
Supports
========
--------
* CPython 2.6, 2.7, 3.3, 3.4, 3.5 (only 64 bit)
* macOS / OS X
* Linux
* Windows (Cygwin, MinGW, Visual Studio)
==================== ===
**Operating system** macOS / OS X, Linux, Windows (Cygwin, MinGW, Visual Studio)
**Python version** CPython 2.6, 2.7, 3.3, 3.4, 3.5. Only 64 bit.
**Package managers** `pip`_ (source packages only), `conda`_ (via ``conda-forge``)
==================== ===
.. _pip: https://pypi.python.org/pypi/spacy
.. _conda: https://anaconda.org/conda-forge/spacy
Install spaCy
=============
spaCy is compatible with **64-bit CPython 2.6+/3.3+** and runs on **Unix/Linux**,
**macOS/OS X** and **Windows**. The latest spaCy releases are available over
`pip <https://pypi.python.org/pypi/spacy>`_ (source packages only) and
`conda <https://anaconda.org/conda-forge/spacy>`_. Installation requires a working
build environment. See notes on Ubuntu, macOS/OS X and Windows for details.
Installation requires a working build environment. See notes on Ubuntu,
macOS/OS X and Windows for details.
pip
---