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        "author": "Eric Stasney",
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            "License :: OSI Approved :: MIT License",
            "Programming Language :: Python",
            "Programming Language :: Python :: 3",
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        "description": "### WordSub\n\n#### Install\n`pip install word-sub`\n\n#### Build\n```python setup.py sdist```\n\n```twine upload dist/*```\n\n#### Usage\n```python\nfrom word_sub import WordMappings\n\n# Init a WordMappings Class\n\n# NLTK and gensim Stopwords are available by default\nwm = WordMappings()\n\n# Override this with\nwm = WordMappings(stopwords=False)\n\n# Token substitution is implemented via __call__  \n>>> wm('the dish ran away with the spoon'.split())\n['dish', 'ran', 'away', 'spoon'] # Stopwords removed\n\n# Add additional stopwords\n>>> wm.add_pair(None, ['ran'])\n>>> wm('the dish ran away with the spoon'.split())\n['dish', 'away', 'spoon']\n\n# Token substitution\n>>> wm.add_pair('senior', ['sr', 'lead', 'head'])\n>>> wm('lead manager'.split())\n['senior', 'manager']\n\n# Save and load via .save and .load\n\n```",
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        "summary": "Manage Word Substitutions",
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