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        "description": "Summarizer [![Build Status](https://travis-ci.org/michigan-com/summarizer.svg)](https://travis-ci.org/michigan-com/summarizer)\n==========\n\nSummarizer is an automatic summarization algorithm.\n\nRequirements\n------------\n\n* Python 2.7, 3.3, 3.4, or 3.5\n* NLTK\n\nInstall it\n----------\n\n```\npip install summarizer\n```\n\nUse it\n------\n\n```\nfrom summarizer import summarize\nsummarize(title, text)\n```\n\nDocumentation\n-------------\n\nSummarizer.summarize(title, text, count=5, summarizer=Summarizer())\n\n* title: The title of the article\n* text: The actual text of the article\n* count: The number of summarized sentences to return\n* summarizer: The class instance that will do all the work\n\nContributing\n------------\n\nAll contributions must be accompanied by some form of unit testing\n\n\n\n\nCHANGES\n=======\n\nv0.0.7\n------\n\n* Added python 3.5 to travis\n* Moved `SentenceTokenizer` to its own file\n* Added `dept` to `abbrev_types`\n\nv0.0.6\n------\n\n* [FIX] Sgt, Gov, and No abbreviations accounted for\n\nv0.0.5 10-01-2015\n-----------------\n\n* [FIX] Python2.7 unicode errors\n* Updated PunktLanguageVars to detect special quotation marks\n\nv0.0.4 10-01-2015\n-----------------\n\n* [FIX] PYPI didn't pick up the new training data in JSON format\n\nv0.0.3 10-01-2015\n-----------------\n\n* [FIX] Tokenizer would think a custom abbreviation, F.B.I., was a sentence break\n* [FIX] Added sanitizer module to preprocess text before summarizing it\n* [TESTS] Added ability to pull valid tokenized articles from brevity.detroitnow.io\nand test that the new tokenizer is still valid\n\nv0.0.2 08-26-2015\n-----------------\n\n* PYPI not picking up data files\n\nv0.0.1 08-26-2015\n-----------------\n\n* Added setup.py\n* Added \\_\\_version\\_\\_\n* Added unit tests",
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        "license": "The MIT License (MIT)\n=====================\n\nCopyright (c) 2015 Michigan.com\n\nPermission is hereby granted, free of charge, to any person obtaining a copy\nof this software and associated documentation files (the \"Software\"), to deal\nin the Software without restriction, including without limitation the rights\nto use, copy, modify, merge, publish, distribute, sublicense, and/or sell\ncopies of the Software, and to permit persons to whom the Software is\nfurnished to do so, subject to the following conditions:\n\nThe above copyright notice and this permission notice shall be included in all\ncopies or substantial portions of the Software.\n\nTHE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\nIMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\nFITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE\nAUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\nLIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,\nOUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE\nSOFTWARE.",
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