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    "info": {
        "author": "Stefan Fischer",
        "author_email": "sfischer13@ymail.com",
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            "Development Status :: 4 - Beta",
            "Intended Audience :: Developers",
            "Intended Audience :: Information Technology",
            "Intended Audience :: Science/Research",
            "License :: OSI Approved :: MIT License",
            "Operating System :: OS Independent",
            "Programming Language :: Python",
            "Programming Language :: Python :: 3",
            "Programming Language :: Python :: 3.4",
            "Programming Language :: Python :: 3.5",
            "Programming Language :: Python :: 3.6",
            "Programming Language :: Python :: 3.7",
            "Programming Language :: Python :: 3 :: Only",
            "Programming Language :: Python :: Implementation",
            "Programming Language :: Python :: Implementation :: CPython",
            "Topic :: Scientific/Engineering",
            "Topic :: Scientific/Engineering :: Artificial Intelligence",
            "Topic :: Software Development :: Libraries",
            "Topic :: Software Development :: Libraries :: Python Modules",
            "Topic :: Text Processing",
            "Topic :: Text Processing :: Linguistic"
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        "description": "Python ARPA Package\n===================\n\nPython library for reading ARPA n-gram models.  \n\n-   [Documentation](https://arpa.readthedocs.io/en/latest/) is available.\n-   [Changes](https://github.com/sfischer13/python-arpa/blob/master/HISTORY.md) between releases are documented.\n-   [Bugs](https://github.com/sfischer13/python-arpa/issues) can be reported on the issue tracker.\n-   [Questions](mailto:sfischer13@ymail.com) can be asked via e-mail.\n-   [Source code](https://github.com/sfischer13/python-arpa) is tracked on GitHub.\n\nSetup\n-----\n\n### Python 3.4+\n\n[![PyPI Python Versions](https://img.shields.io/pypi/pyversions/arpa.svg)](https://pypi.python.org/pypi/arpa) [![PyPI Version](https://img.shields.io/pypi/v/arpa.svg)](https://pypi.python.org/pypi/arpa)\n\nIn order to install the Python 3 version:\n\n    $ pip install --user -U arpa\n\n### Python 2.7\n\n[![PyPI Python Versions](https://img.shields.io/pypi/pyversions/arpa-backport.svg)](https://pypi.python.org/pypi/arpa-backport) [![PyPI Version](https://img.shields.io/pypi/v/arpa-backport.svg)](https://pypi.python.org/pypi/arpa-backport)\n\nIn order to install the Python 2.7 version:\n\n    $ pip install --user -U arpa-backport\n\nUsage\n-----\n\nThe package may be imported directly:\n\n    import arpa  # Python 3.4+\n    # OR\n    import arpa_backport as arpa  # Python 2.7\n\n    models = arpa.loadf(\"foo.arpa\")\n    lm = models[0]  # ARPA files may contain several models.\n\n    # probability p(end|in, the)\n    lm.p(\"in the end\")\n    lm.log_p(\"in the end\")\n\n    # sentence score w/ sentence markers\n    lm.s(\"This is the end .\")\n    lm.log_s(\"This is the end .\")\n\n    # sentence score w/o sentence markers\n    lm.s(\"This is the end .\", sos=False, eos=False)\n    lm.log_s(\"This is the end .\", sos=False, eos=False)\n\nDevelopment\n-----------\n\n[![Travis](https://img.shields.io/travis/sfischer13/python-arpa.svg)](https://travis-ci.org/sfischer13/python-arpa) [![Documentation Status](https://readthedocs.org/projects/arpa/badge/?version=latest)](https://arpa.readthedocs.io/en/latest/?badge=latest) [![Coverage Status](https://coveralls.io/repos/sfischer13/python-arpa/badge.svg?branch=master&service=github)](https://coveralls.io/github/sfischer13/python-arpa?branch=master)\n\n*Contributions are welcome!*  \nWrite a bug report or send a pull request.  \nOther [contributors](https://github.com/sfischer13/python-arpa/graphs/contributors) have done so before.\n\nLicense\n-------\n\nCopyright (c) 2015-2018 Stefan Fischer  \nThe source code is available under the **MIT License**.  \nSee [LICENSE](https://github.com/sfischer13/python-arpa/blob/master/LICENSE) for further details.\n\n\nHistory\n=======\n\nAll notable changes to this project will be documented in this file.  \nThis project adheres to [Semantic Versioning](https://semver.org/).  \nYou should [Keep a CHANGELOG](https://keepachangelog.com/), too!\n\n[Next Release](https://github.com/sfischer13/python-arpa/compare/0.1.0b3...HEAD)\n--------------------------------------------------------------------------------\n\n### Added\n\n### Changed\n\n### Deprecated\n\n### Fixed\n\n### Removed\n\n### Security\n\n[0.1.0b4](https://github.com/sfischer13/python-arpa/compare/0.1.0b3...0.1.0b4) - 2018-12-12\n-------------------------------------------------------------------------------------------\n\n[0.1.0b3](https://github.com/sfischer13/python-arpa/compare/0.1.0b2...0.1.0b3) - 2018-12-06\n-------------------------------------------------------------------------------------------\n\n[0.1.0b2](https://github.com/sfischer13/python-arpa/compare/0.1.0b1...0.1.0b2) - 2018-04-28\n-------------------------------------------------------------------------------------------\n\n[0.1.0b1](https://github.com/sfischer13/python-arpa/compare/0.1.0a6...0.1.0b1) - 2015-09-13\n-------------------------------------------------------------------------------------------\n\n[0.1.0a6](https://github.com/sfischer13/python-arpa/compare/0.1.0a5...0.1.0a6) - 2015-07-24\n-------------------------------------------------------------------------------------------\n\n[0.1.0a5](https://github.com/sfischer13/python-arpa/compare/0.1.0a4...0.1.0a5) - 2015-07-19\n-------------------------------------------------------------------------------------------\n\n[0.1.0a4](https://github.com/sfischer13/python-arpa/compare/0.1.0a3...0.1.0a4) - 2015-07-14\n-------------------------------------------------------------------------------------------\n\n[0.1.0a3](https://github.com/sfischer13/python-arpa/compare/0.1.0a2...0.1.0a3) - 2015-07-10\n-------------------------------------------------------------------------------------------\n\n[0.1.0a2](https://github.com/sfischer13/python-arpa/compare/0.1.0a1...0.1.0a2) - 2015-07-05\n-------------------------------------------------------------------------------------------\n\n0.1.0a1 - 2015-07-05\n--------------------\n\nFirst release on PyPI.\n\n\n",
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