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        "description": "=========\njellyfish\n=========\n\n.. image:: https://travis-ci.org/jamesturk/jellyfish.svg?branch=master\n    :target: https://travis-ci.org/jamesturk/jellyfish\n\n.. image:: https://coveralls.io/repos/jamesturk/jellyfish/badge.png?branch=master\n    :target: https://coveralls.io/r/jamesturk/jellyfish\n\n.. image:: https://img.shields.io/pypi/v/jellyfish.svg\n    :target: https://pypi.python.org/pypi/jellyfish\n\n.. image:: https://readthedocs.org/projects/jellyfish/badge/?version=latest\n    :target: https://readthedocs.org/projects/jellyfish/?badge=latest\n    :alt: Documentation Status\n\n.. image:: https://ci.appveyor.com/api/projects/status/9xeyl1f5sd5pl40h?svg=true\n    :target: https://ci.appveyor.com/project/jamesturk/jellyfish/\n\nJellyfish is a python library for doing approximate and phonetic matching of strings.\n\nWritten by James Turk <dev@jamesturk.net> and Michael Stephens.\n\nSee https://github.com/jamesturk/jellyfish/graphs/contributors for contributors.\n\nSee http://jellyfish.readthedocs.io for documentation.\n\nSource is available at http://github.com/jamesturk/jellyfish.\n\n**Jellyfish >= 0.7 only supports Python 3, if you need Python 2 please use 0.6.x.**\n\nIncluded Algorithms\n===================\n\nString comparison:\n\n* Levenshtein Distance\n* Damerau-Levenshtein Distance\n* Jaro Distance\n* Jaro-Winkler Distance\n* Match Rating Approach Comparison\n* Hamming Distance\n\nPhonetic encoding:\n\n* American Soundex\n* Metaphone\n* NYSIIS (New York State Identification and Intelligence System)\n* Match Rating Codex\n\nExample Usage\n=============\n\n>>> import jellyfish\n>>> jellyfish.levenshtein_distance(u'jellyfish', u'smellyfish')\n2\n>>> jellyfish.jaro_distance(u'jellyfish', u'smellyfish')\n0.89629629629629637\n>>> jellyfish.damerau_levenshtein_distance(u'jellyfish', u'jellyfihs')\n1\n\n>>> jellyfish.metaphone(u'Jellyfish')\n'JLFX'\n>>> jellyfish.soundex(u'Jellyfish')\n'J412'\n>>> jellyfish.nysiis(u'Jellyfish')\n'JALYF'\n>>> jellyfish.match_rating_codex(u'Jellyfish')\n'JLLFSH'\n\nRunning Tests\n=============\n\nIf you are interested in contributing to Jellyfish, you may want to\nrun tests locally. Jellyfish uses tox_ to run tests, which you can\nsetup and run as follows::\n\n  pip install tox\n  # cd jellyfish/\n  tox\n\n.. _tox: https://tox.readthedocs.io/en/latest/",
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