22python-crfsuite
33===============
44
5- .. image :: https://travis-ci.org/tpeng /python-crfsuite.svg?branch=master
6- :target: https://travis-ci.org/tpeng /python-crfsuite
5+ .. image :: https://travis-ci.org/scrapinghub /python-crfsuite.svg?branch=master
6+ :target: https://travis-ci.org/scrapinghub /python-crfsuite
77
8- .. image :: https://ci.appveyor.com/api/projects/status/github/tpeng/python-crfsuite?branch=master&svg=true
9- :target: https://ci.appveyor.com/project/kmike/python-crfsuite
8+ .. image :: https://ci.appveyor.com/api/projects/status/uaq4sw8tc0oojr4v?svg=true
9+ :target: https://ci.appveyor.com/project/kmike/python-crfsuite-mhi5h
10+
11+ .. image :: https://img.shields.io/pypi/v/python-crfsuite.svg?style=flat-square
12+ :target: https://pypi.python.org/pypi/python-crfsuite
13+ :alt: pypi Version
14+
15+ .. image :: https://anaconda.org/conda-forge/python-crfsuite/badges/version.svg
16+ :target: https://anaconda.org/conda-forge/python-crfsuite
17+ :alt: conda Version
1018
1119python-crfsuite is a python binding to CRFsuite _.
1220
1321Installation
1422============
1523
16- ::
24+ Using `` pip `` ::
1725
1826 pip install python-crfsuite
1927
28+ Using ``conda ``::
29+
30+ conda install -c conda-forge python-crfsuite
31+
2032Usage
2133=====
2234
2335See docs _ and an example _.
2436
2537.. _docs : http://python-crfsuite.rtfd.org/
26- .. _example : http ://nbviewer.ipython.org/github/tpeng /python-crfsuite/blob/master/examples/CoNLL%202002.ipynb
38+ .. _example : https ://github.com/scrapinghub /python-crfsuite/blob/master/examples/CoNLL%202002.ipynb
2739
2840See Also
2941========
@@ -36,12 +48,12 @@ API similar to scikit-learn.
3648Contributing
3749============
3850
39- * Source code: https://github.com/tpeng /python-crfsuite
40- * Issue tracker: https://github.com/tpeng /python-crfsuite/issues
51+ * Source code: https://github.com/scrapinghub /python-crfsuite
52+ * Issue tracker: https://github.com/scrapinghub /python-crfsuite/issues
4153
4254Feel free to submit ideas, bugs reports, pull requests or regular patches.
4355
44- In order to run tests, install Cython _ (> 0.20 .1) and tox _, then type
56+ In order to run tests, install Cython _ (> 0.24 .1) and tox _, then type
4557
4658::
4759
@@ -54,14 +66,17 @@ Please don't commit generated cpp files in the same commit as other files.
5466.. _Cython : http://cython.org/
5567.. _tox : http://tox.testrun.org
5668
57- Authors
58- =======
69+ Authors and Contributors
70+ ========================
5971
60- * Terry Peng <pengtaoo@gmail.com>
61- * Mikhail Korobov <kmike84@gmail.com>
72+ Original authors are Terry Peng <pengtaoo@gmail.com> and
73+ Mikhail Korobov <kmike84@gmail.com>. Many other people contributed;
74+ some of them can be found at github Contributors _ page.
6275
6376Bundled CRFSuite _ C/C++ library is by Naoaki Okazaki & contributors.
6477
78+ .. _Contributors : https://github.com/scrapinghub/python-crfsuite/graphs/contributors
79+
6580License
6681=======
6782
@@ -73,10 +88,13 @@ CRFsuite_ library is licensed under BSD license.
7388Alternatives
7489============
7590
76- * https://github.com/jakevdp/pyCRFsuite - uses C API instead of C++ API;
77- allows to use scipy sparse matrices as an input.
7891* https://github.com/chokkan/crfsuite/tree/master/swig/python - official
7992 Python wrapper, exposes C++ API using SWIG.
93+ * https://github.com/jakevdp/pyCRFsuite - uses C API instead of C++ API;
94+ allows to use scipy sparse matrices as an input. At the time of writing
95+ it is unmaintained.
96+ * https://github.com/bosondata/crfsuite-rs - uses a Rust wrapper with CFFI instead of C++ API;
97+ allows to tag with GIL released for better performance.
8098
8199This package (python-crfsuite) wraps CRFsuite C++ API using Cython.
82100It is faster than official SWIG wrapper and has a simpler codebase than
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