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Python binding for CRFsuite

Project Description

python-crfsuite is a python binding to CRFsuite.

Installation

Using pip:

pip install python-crfsuite

Using conda:

conda install -c conda-forge python-crfsuite

Usage

See docs and an example.

See Also

sklearn-crfsuite is a python-crfsuite wrapper which provides API similar to scikit-learn.

Contributing

Feel free to submit ideas, bugs reports, pull requests or regular patches.

In order to run tests, install Cython (> 0.24.1) and tox, then type

./update_cpp.sh; tox

from the source checkout.

Please don’t commit generated cpp files in the same commit as other files.

Authors and Contributors

Original authors are Terry Peng <pengtaoo@gmail.com> and Mikhail Korobov <kmike84@gmail.com>. Many other people contributed; some of them can be found at github Contributors page.

Bundled CRFSuite C/C++ library is by Naoaki Okazaki & contributors.

License

python-crfsuite is licensed under MIT license. CRFsuite library is licensed under BSD license.

Alternatives

This package (python-crfsuite) wraps CRFsuite C++ API using Cython. It is faster than official SWIG wrapper and has a simpler codebase than a more advanced pyCRFsuite. python-crfsuite works in Python 2 and Python 3, doesn’t have external dependencies (CRFsuite is bundled, numpy/scipy stack is not needed) and workarounds some of the issues with C++ CRFsuite library.

Release History

Release History

This version
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0.9.5

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0.9.4

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0.9.2

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0.9.1

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0.9

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0.8.4

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0.8.3

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0.8.2

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0.8.1

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0.8

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0.7

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0.6.1

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0.6

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0.5

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0.4.1

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0.4

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0.3

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0.2

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0.1

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Download Files

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File Name & Checksum SHA256 Checksum Help Version File Type Upload Date
python_crfsuite-0.9.5-cp27-cp27m-macosx_10_11_x86_64.whl (190.2 kB) Copy SHA256 Checksum SHA256 cp27 Wheel Sep 4, 2017
python_crfsuite-0.9.5-cp27-cp27m-manylinux1_i686.whl (649.0 kB) Copy SHA256 Checksum SHA256 cp27 Wheel Sep 4, 2017
python_crfsuite-0.9.5-cp27-cp27m-manylinux1_x86_64.whl (695.4 kB) Copy SHA256 Checksum SHA256 cp27 Wheel Sep 4, 2017
python_crfsuite-0.9.5-cp27-cp27mu-manylinux1_i686.whl (649.0 kB) Copy SHA256 Checksum SHA256 cp27 Wheel Sep 4, 2017
python_crfsuite-0.9.5-cp27-cp27mu-manylinux1_x86_64.whl (695.4 kB) Copy SHA256 Checksum SHA256 cp27 Wheel Sep 4, 2017
python_crfsuite-0.9.5-cp27-cp27m-win32.whl (115.8 kB) Copy SHA256 Checksum SHA256 cp27 Wheel Sep 4, 2017
python_crfsuite-0.9.5-cp27-cp27m-win_amd64.whl (145.0 kB) Copy SHA256 Checksum SHA256 cp27 Wheel Sep 4, 2017
python_crfsuite-0.9.5-cp33-cp33m-macosx_10_11_x86_64.whl (191.7 kB) Copy SHA256 Checksum SHA256 cp33 Wheel Sep 4, 2017
python_crfsuite-0.9.5-cp33-cp33m-manylinux1_i686.whl (662.5 kB) Copy SHA256 Checksum SHA256 cp33 Wheel Sep 4, 2017
python_crfsuite-0.9.5-cp33-cp33m-manylinux1_x86_64.whl (708.7 kB) Copy SHA256 Checksum SHA256 cp33 Wheel Sep 4, 2017
python_crfsuite-0.9.5-cp33-cp33m-win32.whl (119.3 kB) Copy SHA256 Checksum SHA256 cp33 Wheel Sep 4, 2017
python_crfsuite-0.9.5-cp33-cp33m-win_amd64.whl (144.9 kB) Copy SHA256 Checksum SHA256 cp33 Wheel Sep 4, 2017
python_crfsuite-0.9.5-cp34-cp34m-macosx_10_11_x86_64.whl (191.6 kB) Copy SHA256 Checksum SHA256 cp34 Wheel Sep 4, 2017
python_crfsuite-0.9.5-cp34-cp34m-manylinux1_i686.whl (692.9 kB) Copy SHA256 Checksum SHA256 cp34 Wheel Sep 4, 2017
python_crfsuite-0.9.5-cp34-cp34m-manylinux1_x86_64.whl (740.9 kB) Copy SHA256 Checksum SHA256 cp34 Wheel Sep 4, 2017
python_crfsuite-0.9.5-cp34-cp34m-win32.whl (119.5 kB) Copy SHA256 Checksum SHA256 cp34 Wheel Sep 4, 2017
python_crfsuite-0.9.5-cp34-cp34m-win_amd64.whl (145.2 kB) Copy SHA256 Checksum SHA256 cp34 Wheel Sep 4, 2017
python_crfsuite-0.9.5-cp35-cp35m-macosx_10_11_x86_64.whl (191.4 kB) Copy SHA256 Checksum SHA256 cp35 Wheel Sep 4, 2017
python_crfsuite-0.9.5-cp35-cp35m-manylinux1_i686.whl (683.7 kB) Copy SHA256 Checksum SHA256 cp35 Wheel Sep 4, 2017
python_crfsuite-0.9.5-cp35-cp35m-manylinux1_x86_64.whl (729.4 kB) Copy SHA256 Checksum SHA256 cp35 Wheel Sep 4, 2017
python_crfsuite-0.9.5-cp35-cp35m-win32.whl (124.8 kB) Copy SHA256 Checksum SHA256 cp35 Wheel Sep 4, 2017
python_crfsuite-0.9.5-cp35-cp35m-win_amd64.whl (150.5 kB) Copy SHA256 Checksum SHA256 cp35 Wheel Sep 4, 2017
python_crfsuite-0.9.5-cp36-cp36m-macosx_10_11_x86_64.whl (193.9 kB) Copy SHA256 Checksum SHA256 cp36 Wheel Sep 4, 2017
python_crfsuite-0.9.5-cp36-cp36m-manylinux1_i686.whl (697.7 kB) Copy SHA256 Checksum SHA256 cp36 Wheel Sep 4, 2017
python_crfsuite-0.9.5-cp36-cp36m-manylinux1_x86_64.whl (745.4 kB) Copy SHA256 Checksum SHA256 cp36 Wheel Sep 4, 2017
python_crfsuite-0.9.5-cp36-cp36m-win32.whl (126.2 kB) Copy SHA256 Checksum SHA256 cp36 Wheel Sep 4, 2017
python_crfsuite-0.9.5-cp36-cp36m-win_amd64.whl (152.2 kB) Copy SHA256 Checksum SHA256 cp36 Wheel Sep 4, 2017
python_crfsuite-0.9.5-py2.7-win32.egg (114.7 kB) Copy SHA256 Checksum SHA256 2.7 Egg Sep 4, 2017
python_crfsuite-0.9.5-py2.7-win-amd64.egg (143.9 kB) Copy SHA256 Checksum SHA256 2.7 Egg Sep 4, 2017
python_crfsuite-0.9.5-py3.3-win32.egg (118.2 kB) Copy SHA256 Checksum SHA256 3.3 Egg Sep 4, 2017
python_crfsuite-0.9.5-py3.3-win-amd64.egg (143.8 kB) Copy SHA256 Checksum SHA256 3.3 Egg Sep 4, 2017
python_crfsuite-0.9.5-py3.4-win32.egg (118.4 kB) Copy SHA256 Checksum SHA256 3.4 Egg Sep 4, 2017
python_crfsuite-0.9.5-py3.4-win-amd64.egg (144.1 kB) Copy SHA256 Checksum SHA256 3.4 Egg Sep 4, 2017
python_crfsuite-0.9.5-py3.5-win32.egg (123.7 kB) Copy SHA256 Checksum SHA256 3.5 Egg Sep 4, 2017
python_crfsuite-0.9.5-py3.5-win-amd64.egg (149.4 kB) Copy SHA256 Checksum SHA256 3.5 Egg Sep 4, 2017
python_crfsuite-0.9.5-py3.6-win32.egg (125.1 kB) Copy SHA256 Checksum SHA256 3.6 Egg Sep 4, 2017
python_crfsuite-0.9.5-py3.6-win-amd64.egg (151.1 kB) Copy SHA256 Checksum SHA256 3.6 Egg Sep 4, 2017
python-crfsuite-0.9.5.tar.gz (424.5 kB) Copy SHA256 Checksum SHA256 Source Sep 4, 2017

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