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 Also
sklearn-crfsuite is a python-crfsuite wrapper which provides API similar to scikit-learn.
Contributing
Source code: https://github.com/scrapinghub/python-crfsuite
Issue tracker: https://github.com/scrapinghub/python-crfsuite/issues
Feel free to submit ideas, bugs reports, pull requests or regular patches.
Please don’t commit generated cpp files in the same commit as other files.
License
python-crfsuite is licensed under MIT license. CRFsuite library is licensed under BSD license.
Alternatives
https://github.com/chokkan/crfsuite/tree/master/swig/python - official Python wrapper, exposes C++ API using SWIG.
https://github.com/jakevdp/pyCRFsuite - uses C API instead of C++ API; allows to use scipy sparse matrices as an input. At the time of writing it is unmaintained.
https://github.com/bosondata/crfsuite-rs - uses a Rust wrapper with CFFI instead of C++ API; allows to tag with GIL released for better performance.
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 files for python-crfsuite 0.9.12
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | |
|---|---|---|---|
| python_crfsuite-0.9.12.tar.gz | 488.3 kB | Details |
Built distributions (wheels)
Total release size: 47.4 MB
Release files / python_crfsuite-0.9.12.tar.gz
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| Tags | Source |
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Release files / python_crfsuite-0.9.12-cp314-cp314t-win_amd64.whl
| Download URL | python_crfsuite-0.9.12-cp314-cp314t-win_amd64.whl |
|---|---|
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Release files / python_crfsuite-0.9.12-cp314-cp314t-win32.whl
| Download URL | python_crfsuite-0.9.12-cp314-cp314t-win32.whl |
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Release files / python_crfsuite-0.9.12-cp314-cp314t-musllinux_1_2_x86_64.whl
| Download URL | python_crfsuite-0.9.12-cp314-cp314t-musllinux_1_2_x86_64.whl |
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Release files / python_crfsuite-0.9.12-cp314-cp314t-musllinux_1_2_aarch64.whl
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Release files / python_crfsuite-0.9.12-cp314-cp314t-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl
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Release files / python_crfsuite-0.9.12-cp314-cp314t-macosx_11_0_arm64.whl
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Release files / python_crfsuite-0.9.12-cp314-cp314-win_amd64.whl
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Release files / python_crfsuite-0.9.12-cp314-cp314-win32.whl
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Release files / python_crfsuite-0.9.12-cp313-cp313-win_amd64.whl
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Release files / python_crfsuite-0.9.12-cp313-cp313-win32.whl
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Release files / python_crfsuite-0.9.12-cp313-cp313-macosx_11_0_arm64.whl
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Release files / python_crfsuite-0.9.12-cp312-cp312-win_amd64.whl
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Release files / python_crfsuite-0.9.12-cp312-cp312-win32.whl
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Release files / python_crfsuite-0.9.12-cp312-cp312-musllinux_1_2_x86_64.whl
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Release files / python_crfsuite-0.9.12-cp312-cp312-musllinux_1_2_aarch64.whl
| Download URL | python_crfsuite-0.9.12-cp312-cp312-musllinux_1_2_aarch64.whl |
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Release files / python_crfsuite-0.9.12-cp312-cp312-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl
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| Size | 1.2 MB |
| Tags | CPython 3.12 Linux glibc 2.24+ x86-64 Linux glibc 2.28+ x86-64 |
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Release files / python_crfsuite-0.9.12-cp312-cp312-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl
| Download URL | python_crfsuite-0.9.12-cp312-cp312-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl |
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| Size | 1.2 MB |
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Release files / python_crfsuite-0.9.12-cp312-cp312-macosx_11_0_arm64.whl
| Download URL | python_crfsuite-0.9.12-cp312-cp312-macosx_11_0_arm64.whl |
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| Size | 319.4 kB |
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Release files / python_crfsuite-0.9.12-cp311-cp311-win_amd64.whl
| Download URL | python_crfsuite-0.9.12-cp311-cp311-win_amd64.whl |
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| Size | 303.3 kB |
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Release files / python_crfsuite-0.9.12-cp311-cp311-win32.whl
| Download URL | python_crfsuite-0.9.12-cp311-cp311-win32.whl |
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| Size | 283.0 kB |
| Tags | CPython 3.11 Windows x86-32 |
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Release files / python_crfsuite-0.9.12-cp311-cp311-musllinux_1_2_x86_64.whl
| Download URL | python_crfsuite-0.9.12-cp311-cp311-musllinux_1_2_x86_64.whl |
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| Size | 2.3 MB |
| Tags | CPython 3.11 Linux musl 1.2+ x86-64 |
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Release files / python_crfsuite-0.9.12-cp311-cp311-musllinux_1_2_aarch64.whl
| Download URL | python_crfsuite-0.9.12-cp311-cp311-musllinux_1_2_aarch64.whl |
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| Size | 2.2 MB |
| Tags | CPython 3.11 Linux musl 1.2+ ARM64 |
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Release files / python_crfsuite-0.9.12-cp311-cp311-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl
| Download URL | python_crfsuite-0.9.12-cp311-cp311-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl |
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| Size | 1.3 MB |
| Tags | CPython 3.11 Linux glibc 2.24+ x86-64 Linux glibc 2.28+ x86-64 |
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No |
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twine/6.1.0 CPython/3.13.7
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Release files / python_crfsuite-0.9.12-cp311-cp311-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl
| Download URL | python_crfsuite-0.9.12-cp311-cp311-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl |
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| Size | 1.2 MB |
| Tags | CPython 3.11 Linux glibc 2.24+ ARM64 Linux glibc 2.28+ ARM64 |
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No |
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twine/6.1.0 CPython/3.13.7
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Release files / python_crfsuite-0.9.12-cp311-cp311-macosx_11_0_arm64.whl
| Download URL | python_crfsuite-0.9.12-cp311-cp311-macosx_11_0_arm64.whl |
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| Size | 319.3 kB |
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No |
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twine/6.1.0 CPython/3.13.7
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Release files / python_crfsuite-0.9.12-cp310-cp310-win_amd64.whl
| Download URL | python_crfsuite-0.9.12-cp310-cp310-win_amd64.whl |
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| Size | 302.7 kB |
| Tags | CPython 3.10 Windows x86-64 |
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Release files / python_crfsuite-0.9.12-cp310-cp310-win32.whl
| Download URL | python_crfsuite-0.9.12-cp310-cp310-win32.whl |
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| Size | 283.0 kB |
| Tags | CPython 3.10 Windows x86-32 |
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No |
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twine/6.1.0 CPython/3.13.7
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Release files / python_crfsuite-0.9.12-cp310-cp310-musllinux_1_2_x86_64.whl
| Download URL | python_crfsuite-0.9.12-cp310-cp310-musllinux_1_2_x86_64.whl |
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| Size | 2.3 MB |
| Tags | CPython 3.10 Linux musl 1.2+ x86-64 |
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Release files / python_crfsuite-0.9.12-cp310-cp310-musllinux_1_2_aarch64.whl
| Download URL | python_crfsuite-0.9.12-cp310-cp310-musllinux_1_2_aarch64.whl |
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| Size | 2.2 MB |
| Tags | CPython 3.10 Linux musl 1.2+ ARM64 |
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Release files / python_crfsuite-0.9.12-cp310-cp310-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl
| Download URL | python_crfsuite-0.9.12-cp310-cp310-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl |
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| Size | 1.2 MB |
| Tags | CPython 3.10 Linux glibc 2.24+ x86-64 Linux glibc 2.28+ x86-64 |
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No |
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Release files / python_crfsuite-0.9.12-cp310-cp310-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl
| Download URL | python_crfsuite-0.9.12-cp310-cp310-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl |
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| Size | 1.2 MB |
| Tags | CPython 3.10 Linux glibc 2.24+ ARM64 Linux glibc 2.28+ ARM64 |
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No |
| Uploaded via |
twine/6.1.0 CPython/3.13.7
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Release files / python_crfsuite-0.9.12-cp310-cp310-macosx_11_0_arm64.whl
| Download URL | python_crfsuite-0.9.12-cp310-cp310-macosx_11_0_arm64.whl |
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| Size | 319.6 kB |
| Tags | CPython 3.10 macOS 11.0+ ARM64 |
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No |
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twine/6.1.0 CPython/3.13.7
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