{ "info": { "author": "Bruno Cabral, Terry Peng, Mikhail Korobov", "author_email": "bruno@potelo.com.br, pengtaoo@gmail.com, kmike84@gmail.com", "bugtrack_url": null, "classifiers": [ "Development Status :: 4 - Beta", "Intended Audience :: Developers", "Intended Audience :: Science/Research", "License :: OSI Approved :: MIT License", "Programming Language :: Cython", "Programming Language :: Python", "Programming Language :: Python :: 2", "Programming Language :: Python :: 2.7", "Programming Language :: Python :: 3", "Programming Language :: Python :: 3.4", "Programming Language :: Python :: 3.5", "Programming Language :: Python :: 3.6", "Programming Language :: Python :: 3.7", "Topic :: Scientific/Engineering", "Topic :: Scientific/Engineering :: Information Analysis", "Topic :: Software Development", "Topic :: Software Development :: Libraries :: Python Modules", "Topic :: Text Processing :: Linguistic" ], "description": "===============\npython-crfsuite-openmp\n===============\n\n.. image:: https://travis-ci.org/bratao/python-crfsuite.svg?branch=master\n :target: https://travis-ci.org/bratao/python-crfsuite\n\n.. image:: https://img.shields.io/pypi/v/python-crfsuite-openmp.svg?style=flat-square\n :target: https://pypi.python.org/pypi/python-crfsuite-openmp\n :alt: pypi Version\n\n\npython-crfsuite-open is fork of python-crfsuite with OpenMP support enabled, a (Even more) FAST sequential tagger\n\nChangeLog\n============\n* 1.0.1 - Heavy penalize Unseen transitions\n* 1.0.0 - OpenMP support. Utilize all CPU cores during training\n\nInstallation\n============\n\nUsing ``pip``::\n\n pip install python-crfsuite-openmp\n\n\n\nUsage\n=====\n\nSee docs_ and an example_.\n\n.. _docs: http://python-crfsuite.rtfd.org/\n.. _example: https://github.com/scrapinghub/python-crfsuite/blob/master/examples/CoNLL%202002.ipynb\n\nSee Also\n========\n\nsklearn-crfsuite_ is a python-crfsuite wrapper which provides\nAPI similar to scikit-learn.\n\n.. _sklearn-crfsuite: https://github.com/TeamHG-Memex/sklearn-crfsuite\n\nContributing\n============\n\n* Source code: https://github.com/scrapinghub/python-crfsuite\n* Issue tracker: https://github.com/scrapinghub/python-crfsuite/issues\n\nFeel free to submit ideas, bugs reports, pull requests or regular patches.\n\nIn order to run tests, install Cython_ (> 0.24.1) and tox_, then type\n\n::\n\n ./update_cpp.sh; tox\n\nfrom the source checkout.\n\nPlease don't commit generated cpp files in the same commit as other files.\n\n.. _Cython: http://cython.org/\n.. _tox: http://tox.testrun.org\n\nAuthors and Contributors\n========================\n\nOriginal authors are Terry Peng and\nMikhail Korobov . 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