https://github.com/TeamHG-Memex/sklearn-crfsuite

scikit-learn inspired API for CRFsuite
https://github.com/TeamHG-Memex/sklearn-crfsuite

Last synced: about 2 months ago
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scikit-learn inspired API for CRFsuite

• Host: GitHub
• URL: https://github.com/TeamHG-Memex/sklearn-crfsuite
• Owner: TeamHG-Memex
• Created: 2015-11-26T21:15:41.000Z (over 8 years ago)
• Default Branch: master
• Last Pushed: 2023-09-25T19:44:09.000Z (9 months ago)
• Last Synced: 2024-04-05T07:03:08.005Z (3 months ago)
• Language: Python
• Size: 107 KB
• Stars: 422
• Watchers: 22
• Forks: 214
• Open Issues: 46
• Metadata Files:
  • Readme: README.rst
  • Changelog: CHANGES.rst
  • Contributing: docs/contributing.rst

Lists

• awesome-python-data-science - sklearn-crfsuite - A scikit-learn-inspired API for CRFsuite. <img height="20" src="img/sklearn_big.png" alt="sklearn"> (Probabilistic Methods / Others)
• awesome-datascience - sklearn-crfsuite
• awesome-datascience - sklearn-crfsuite
• awesome-python-data-science - sklearn-crfsuite - A scikit-learn-inspired API for CRFsuite. <img height="20" src="img/sklearn_big.png" alt="sklearn"> (Probabilistic Methods / NLP)
• awesome-python-machine-learning-resources - GitHub - 58% open · ⏱️ 05.12.2019): (Sklearn实用程序)

README

        
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sklearn-crfsuite

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.. image:: https://img.shields.io/pypi/v/sklearn-crfsuite.svg

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   :alt: PyPI Version

.. image:: https://img.shields.io/travis/TeamHG-Memex/sklearn-crfsuite/master.svg

   :target: https://travis-ci.org/TeamHG-Memex/sklearn-crfsuite

   :alt: Build Status

.. image:: https://codecov.io/github/TeamHG-Memex/sklearn-crfsuite/coverage.svg?branch=master

   :target: https://codecov.io/github/TeamHG-Memex/sklearn-crfsuite?branch=master

   :alt: Code Coverage

.. image:: https://readthedocs.org/projects/sklearn-crfsuite/badge/?version=latest

   :target: https://sklearn-crfsuite.readthedocs.io/en/latest/?badge=latest

   :alt: Documentation

sklearn-crfsuite is a thin CRFsuite_ (python-crfsuite_) wrapper which provides

interface simlar to scikit-learn_. ``sklearn_crfsuite.CRF`` is a scikit-learn

compatible estimator: you can use e.g. scikit-learn model

selection utilities (cross-validation, hyperparameter optimization) with it,

or save/load CRF models using joblib_.

.. _CRFsuite: http://www.chokkan.org/software/crfsuite/

.. _python-crfsuite: https://github.com/scrapinghub/python-crfsuite

.. _scikit-learn: http://scikit-learn.org/

.. _joblib: https://github.com/joblib/joblib

License is MIT.

Documentation can be found `here `_.

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