sklearn-crfsuite
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sklearn-crfsuite¶

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sklearn-crfsuite is thin a CRFsuite (python-crfsuite) wrapper which provides scikit-learn-compatible sklearn_crfsuite.CRF estimator: you can use e.g. scikit-learn model selection utilities (cross-validation, hyperparameter optimization) with it, or save/load CRF models using joblib.

License is MIT.

Contents¶

  • Install Instructions
  • Tutorial
    • Let’s use CoNLL 2002 data to build a NER system
    • Features
    • Training
    • Evaluation
    • Hyperparameter Optimization
    • Check best estimator on our test data
    • Let’s check what classifier learned
  • API Reference
    • CRF
    • sklearn_crfsuite.metrics
  • Contributing
    • Authors
    • License
  • Changes
    • 0.3.6 (2017-06-22)
    • 0.3.5 (2017-03-21)
    • 0.3.4 (2016-11-17)
    • 0.3.3 (2016-03-15)
    • 0.3.2 (2015-12-18)
    • 0.3.1 (2015-12-17)
    • 0.3 (2015-12-17)
    • 0.2 (2015-12-11)
    • 0.1 (2015-11-27)
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© Copyright 2015, Mikhail Korobov. Revision 7ada919c.

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