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        "author": "Kyle Gorman",
        "author_email": "kylebgorman@gmail.com",
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            "Environment :: Console",
            "Environment :: Other Environment",
            "Intended Audience :: Developers",
            "License :: OSI Approved :: MIT License",
            "Operating System :: OS Independent",
            "Programming Language :: Python",
            "Programming Language :: Python :: 3.5",
            "Programming Language :: Python :: 3.6",
            "Topic :: Scientific/Engineering :: Artificial Intelligence",
            "Topic :: Scientific/Engineering :: Mathematics",
            "Topic :: Software Development :: Libraries :: Python Modules",
            "Topic :: Text Processing :: Filters",
            "Topic :: Text Processing :: General",
            "Topic :: Text Processing :: Indexing",
            "Topic :: Text Processing :: Linguistic"
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        "description": "`nlup` contains some base libraries I use in natural language processing projects. Some highlights:\n\n* `confusion.py`: classifier evaluation objects\n* `decorators.py`: clever decorators for various purposes\n* `jsonable.py`: a mix-in which allows the state of most objects to be serialized to (and deserialized from) compressed JSON\n* `perceptron.py`: perceptron-like classifiers (binary and multiclass), including some forms of structured prediction\n* `reader.py`: classes and readers for tagged and dependency-parsed data\n* `timer.py`: a `with`-block that logs wall clock time elapsed\n\nAll have been tested on CPython 3.4.1 and PyPy 3.2.5 (PyPy version 2.3.1). They will not work on Python 2 without modification.\n\nSome projects using `nlup`:\n\n* [Detector Morse](http://github.com/cslu-nlp/detectormorse): simple sentence boundary detection\n* [Perceptronix Point Never](http://github.com/cslu-nlp/PerceptronixPointNever): simple part of speech tagging\n* [Where's Yr Head At](http://github.com/cslu-nlp/WheresYrHeadAt): simple transition-based dependency parsing",
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        "keywords": "nlp,natural language processing,text,text processing,ai,artificial intelligence,neural net,perceptron,data,science,statistics,data science,math,machine learning,computer science,information theory",
        "license": "MIT",
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        "name": "nlup",
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