<commit_before>Annoy
-----

.. figure:: https://raw.github.com/spotify/annoy/master/ann.png
   :alt: Annoy example
   :align: center

.. image:: https://img.shields.io/travis/spotify/annoy/master.svg?style=flat
    :target: https://travis-ci.org/spotify/annoy

.. image:: https://img.shields.io/pypi/dm/annoy.svg?style=flat
   :target: https://pypi.python.org/pypi/annoy

.. image:: https://img.shields.io/pypi/l/annoy.svg?style=flat
   :target: https://pypi.python.org/pypi/annoy

Annoy (`Approximate Nearest Neighbors <http://en.wikipedia.org/wiki/Nearest_neighbor_search#Approximate_nearest_neighbor>`__ Oh Yeah) is a C++ library with Python bindings to search for points in space that are close to a given query point. It also creates large read-only file-based data structures that are mmapped into memory so that many processes may share the same data.

Install
-------

To install, simply do ``sudo pip install annoy`` to pull down the latest version from `PyPI <https://pypi.python.org/pypi/annoy>`_.

For the C++ version, just clone the repo and ``#include "annoylib.h"``.

Background
----------<commit_msg>remove downloads from pypi since it's broken<commit_after>Annoy
-----

.. figure:: https://raw.github.com/spotify/annoy/master/ann.png
   :alt: Annoy example
   :align: center

.. image:: https://img.shields.io/travis/spotify/annoy/master.svg?style=flat
    :target: https://travis-ci.org/spotify/annoy

.. image:: https://img.shields.io/pypi/dm/annoy.svg?style=flat
   :target: https://pypi.python.org/pypi/annoy

.. image:: https://img.shields.io/pypi/v/annoy.svg?style=flat
   :target: https://pypi.python.org/pypi/annoy

Annoy (`Approximate Nearest Neighbors <http://en.wikipedia.org/wiki/Nearest_neighbor_search#Approximate_nearest_neighbor>`__ Oh Yeah) is a C++ library with Python bindings to search for points in space that are close to a given query point. It also creates large read-only file-based data structures that are mmapped into memory so that many processes may share the same data.

Install
-------

To install, simply do ``sudo pip install annoy`` to pull down the latest version from `PyPI <https://pypi.python.org/pypi/annoy>`_.

For the C++ version, just clone the repo and ``#include "annoylib.h"``.

Background
----------
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{'dir': 'git-commits-cleaned', 'id': '5575252', 'n_tokens_mistral': 770, 'n_tokens_neox': 736, 'n_words': 206}