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 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.
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.
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.
Project details
Release history Release notifications | RSS feed
Download files
Download the file for your platform. If you're not sure which to choose, learn more about installing packages.
Source Distribution
Built Distributions
Hashes for python_crfsuite-0.9.10-cp312-cp312-win_amd64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 3cd09e6062dbb3407d553ba42a959bf1177d61ea1624562936c412b60a7aa18b |
|
MD5 | 17f0621b5c6994235a6f7607ec6b7987 |
|
BLAKE2b-256 | 2228141f6a0f053bbe999d7f905cc9f126e29541986dee14a91078d14e45c97b |
Hashes for python_crfsuite-0.9.10-cp312-cp312-win32.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 537210789eae84fe921c37f904fcbf3f3b910c778335b78a9a63de9ca0c75d1e |
|
MD5 | d788af0fd0832526dfa3aaca87ca175f |
|
BLAKE2b-256 | 255178f2355268cb4f71e75fa7a4ab8c6047d1299ddca037de90939fafda3288 |
Hashes for python_crfsuite-0.9.10-cp312-cp312-musllinux_1_1_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | b5644dcae52c9e38c16352ac62a67909404644f3c3f01462e6d5988eac19327c |
|
MD5 | 55b43eee8c6a907ee3fedc5b1930fdd2 |
|
BLAKE2b-256 | 80181afcbbea8590a2e9026856620fd0be90dbce0804bebc6b7e7a2ea130e075 |
Hashes for python_crfsuite-0.9.10-cp312-cp312-musllinux_1_1_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 540a6605ab78b02c83ff0baebe5cd911921a38326c8a55916762387b2596a509 |
|
MD5 | 5f788b612686e02cd563f2af719180fd |
|
BLAKE2b-256 | 4239ecd09b911568b049524f34ca19438377374470479e59da744ecda534a781 |
Hashes for python_crfsuite-0.9.10-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 409cd377b5e58200de89b41ec2281730507e167255d95dcedeb5cc150946125d |
|
MD5 | 8842bcbf69afffecac90017275e1d271 |
|
BLAKE2b-256 | 88a3def7275b24d763de0b49a20c70cb927396ab4941c976f8302abac20297c7 |
Hashes for python_crfsuite-0.9.10-cp312-cp312-manylinux_2_12_i686.manylinux2010_i686.manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 113956f6a8a6e8070cf33e81ddcbee1cb2dd41360826f6a3deb699f667d1f466 |
|
MD5 | 89772f8e00f3038bd8414c6ce502f704 |
|
BLAKE2b-256 | f26ad56e67de45f81d8b01eeb82bd4304cc43862bc8300fff29765ac819a0270 |
Hashes for python_crfsuite-0.9.10-cp312-cp312-macosx_10_9_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | cc04bfdf677e7dfa5c26f244ad6b3a2647f2672c9a7a2a2e6de2b7d676027afe |
|
MD5 | 46b2a0bb206a07dff554a5e021edeb9f |
|
BLAKE2b-256 | 27bf56e8ac1194d7c532c8ecc4e60a8bb2d08eddf0946ad50dcba277eabd757d |
Hashes for python_crfsuite-0.9.10-cp311-cp311-win_amd64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | c96605a8a81007d3677e743fd963112ff112fbf6268ed72d6400351327ad5a0a |
|
MD5 | 33f126a0a0da09ed2682f9614b0a5d71 |
|
BLAKE2b-256 | 78cd8fe34205c01101b0e8dc1a18c92b3b932ab7b246daf0399072ddb551e109 |
Hashes for python_crfsuite-0.9.10-cp311-cp311-win32.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | ba57f4ee2cecb729f9052af10df51736192d4df89c0cb935c2b46b786a64b9d6 |
|
MD5 | b9ae3431419b9cb62291c0141dcddb8e |
|
BLAKE2b-256 | 0221ba7be8ab9f120938813a024c1477b00f6d83537e28836a8362c8e916708f |
Hashes for python_crfsuite-0.9.10-cp311-cp311-musllinux_1_1_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 363ae4ba5fd4e4291514b879ae6de6799df9938077b4b3e8270d6bd5b2b14499 |
|
MD5 | fe4d6a46d1a6b482b89f6cce40628b6f |
|
BLAKE2b-256 | 57ba7e10ad15cb0e4f8019b7b2f70884e64d7a69b016f507d2dd1930f000ff41 |
Hashes for python_crfsuite-0.9.10-cp311-cp311-musllinux_1_1_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 35e3c5ba02e77dfc0bf3f4bbaabc26bf3fd1e086632de1445b7e54fc70de5028 |
|
MD5 | 396887de09ea9be3971b93db1272fdec |
|
BLAKE2b-256 | 97ebf0f7e6e611948eb5fbda137adeec0d8a54db5fd62712c505f1925c8803e5 |
Hashes for python_crfsuite-0.9.10-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | d02d94c6338c8a9228cf56817c90f83011fbf442213b3eb1a0dbfddacb2a5878 |
|
MD5 | 8abbe14d502b998cab8a3b5e60113c00 |
|
BLAKE2b-256 | f0949b35b4cd490c0fa52df409d80585636728217eaae38707941ea255d3f9db |
Hashes for python_crfsuite-0.9.10-cp311-cp311-manylinux_2_12_i686.manylinux2010_i686.manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 3265dd47fbe8ddafc75c8eccb8c27c74eb491335b857c248a2907dac7e2b0822 |
|
MD5 | 0a7fbb1dc7192b9d0584e57730136782 |
|
BLAKE2b-256 | 2073e444fc3741d1d9c044db3a0c3703aaf4379344549e42273a02cd8153c144 |
Hashes for python_crfsuite-0.9.10-cp311-cp311-macosx_10_9_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | f1adf3468b8376c4876b2a8c45c427e75f601a39024aa96c5256da116694c0e5 |
|
MD5 | 9a3ee084a2378a613e2dcc5fc277eab3 |
|
BLAKE2b-256 | 3b84f2809b2c518421b09e46b1b05df64b94371cbf762348ebbd9ab39a03cf5f |
Hashes for python_crfsuite-0.9.10-cp310-cp310-win_amd64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | dd4d9e46d8b52f1eedae6ff285338eeec6f26a8c898062570c09891254ecc1b2 |
|
MD5 | a178228ae3d44a2926a4cea2ab90d598 |
|
BLAKE2b-256 | 1f83c98c80af528c38f787b09d3652f3eb560709b777bfc53f2927d7755aad67 |
Hashes for python_crfsuite-0.9.10-cp310-cp310-win32.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | bd31e0172ffb33ea17247492b7d9358f6816324e28674ba04800038d55ea7217 |
|
MD5 | fb078ff0109764e1b17b9b2c69bf5184 |
|
BLAKE2b-256 | 9f5b7f938529e8cfe407d7f332590d6da520e3dbf8bdeb6c53fa33528e2cc441 |
Hashes for python_crfsuite-0.9.10-cp310-cp310-musllinux_1_1_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 0be5f5d491aabf229fd5a835cbc5f73e3a80840f57697c5b1a6d5b7630f1e19d |
|
MD5 | 13d1cd4f2ddaa7d1c92d37da0e1905f5 |
|
BLAKE2b-256 | 1017f611d7cd6046e57445b33cf1eab869a71e78bce3f8710579cd8fb0f133af |
Hashes for python_crfsuite-0.9.10-cp310-cp310-musllinux_1_1_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 0955a83a52fdfdb0a72c503d35be5a8e7ed58a6ce1bea90c563881d32828b854 |
|
MD5 | 42b968648cd46d6aa2e1855572e16616 |
|
BLAKE2b-256 | 27b353a0722b09689258fb04b2e08851cd1b94104096eb5803bb8186c7815352 |
Hashes for python_crfsuite-0.9.10-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | c3c97c118fec2ea527e442f0bd2c21cd169aa8d16f12b52bad6ce9bb161e811f |
|
MD5 | 16d73a7063f6ee88239e7a5b50365647 |
|
BLAKE2b-256 | 381dc475ba7d11e9735f00eb08e2f5315aa2e21c24cc85a0474c3fd425edef58 |
Hashes for python_crfsuite-0.9.10-cp310-cp310-manylinux_2_12_i686.manylinux2010_i686.manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | cfc842374e1fab953e17ea4f653344388b97832d00cac5f8904a190277b6e42f |
|
MD5 | 2d5969fc10d5901dc11581c7ccf74802 |
|
BLAKE2b-256 | 5f6c2317908ca008ed1656019bac4ed32a86c52fc929b054082d3319d838bdac |
Hashes for python_crfsuite-0.9.10-cp310-cp310-macosx_10_9_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | f55c66f3a1a41632626ae47640454db14a8c33d03ee176884dd1f62624484a9c |
|
MD5 | 355548bdd9875d6947dca4b0641037e0 |
|
BLAKE2b-256 | 702378b0f232a3e9cd5362b206aef2dd836bcf80b6e9f76c1bf44e23d4c7f504 |
Hashes for python_crfsuite-0.9.10-cp39-cp39-win_amd64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | da8065383e41efe65d87de6fa83f1682a8ef65f26370300042ef88891971450c |
|
MD5 | f535f8856c16b3ed70bd1ea0e95f1724 |
|
BLAKE2b-256 | e99691e4b89f6bf675c96d59a3ed8ee52b636fbeae1798728e84508a13958cc8 |
Hashes for python_crfsuite-0.9.10-cp39-cp39-win32.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 51d626d332ab135fe2ed12e73e764f6fe8a1e4db89f4b9fa5549369a4be86c3f |
|
MD5 | ce76c25a16c8de8cdc75f8b780be82eb |
|
BLAKE2b-256 | bcacbf3dd17acc24ddbaaa984c38ba8a9c21e64075741b312837ab98aaa203ca |
Hashes for python_crfsuite-0.9.10-cp39-cp39-musllinux_1_1_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 69ed2928a3e3d3d6cc65cf46a98fcdd107f8b9a1d9b5c0aa3f7c842602c19929 |
|
MD5 | 863e36fa7b4896b8dd53732eb5af861a |
|
BLAKE2b-256 | d40e24fffd51e0e7b9128d3f4274276e9d37d24946c38f3249911a3254fa8b4d |
Hashes for python_crfsuite-0.9.10-cp39-cp39-musllinux_1_1_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | da4f2472d951100a4f837308b1ef57eda69494b4acf9e18003b56cef86eee11e |
|
MD5 | 412fc49384f205b71b8e84dcf756c64c |
|
BLAKE2b-256 | 9c46b5f849941a8af05985879504a9549b80e1757e41f3819fafbef44977dd19 |
Hashes for python_crfsuite-0.9.10-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | bb45068f40a6d9f9a2bd28000131056a299a96ed26ed004207c60a949e6f1650 |
|
MD5 | ef67ad8899cc64b899bb2932128c137c |
|
BLAKE2b-256 | b9965f7e0a9ecb47a018d0700bd919c30709175d7dacff68044ce0ed7e1c7f8a |
Hashes for python_crfsuite-0.9.10-cp39-cp39-manylinux_2_12_i686.manylinux2010_i686.manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | a9e29ad0f02e4ca9901613ae38b7998efc9543b592b18ce387aa3acefbdfdeb7 |
|
MD5 | f8446564ea6db61689f98a1eafef6957 |
|
BLAKE2b-256 | 916f2eacdc3c8fe8e766e7127cb546d45a10ba7e53ea9bc8107772dfcfbcc6b1 |
Hashes for python_crfsuite-0.9.10-cp39-cp39-macosx_10_9_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 67454ced41b8457ba49ee72588ee8e166aa8094d5c065e52362f2494f19849ec |
|
MD5 | 669b7d3bed9e936b701d0db9e209f045 |
|
BLAKE2b-256 | d9a9814c20d3fbe96354ad955720630e2b733006ce31304f9118b3c2b9a993a1 |
Hashes for python_crfsuite-0.9.10-cp38-cp38-win_amd64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | e455418f2f70656ebf0729b039fe8f1258a7244abd2c4199af02eebf03903586 |
|
MD5 | bcbc39d8632b91c52d2decc935709589 |
|
BLAKE2b-256 | d27f145adcd3cdd2e63c7da2c2a4c112ee016c5d6fb2bd09157eb0ead7dca7b9 |
Hashes for python_crfsuite-0.9.10-cp38-cp38-win32.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 860debc92cb7940f7472fb89adc0d356a5ef123171fd115f5aea9ffe5e7cfb3e |
|
MD5 | d5fa0041b4120108ccb459b662bab827 |
|
BLAKE2b-256 | ee566d19b1938b6bb2fcc41b668804c4aecebb4228bbbbbd6e09f80ee37d7339 |
Hashes for python_crfsuite-0.9.10-cp38-cp38-musllinux_1_1_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | c9de37b0315183a7c7f5316a9517d5251faee54d78c905f43b09301dd5665af0 |
|
MD5 | 2f8410aceabad776fd0bcafbc2367dd6 |
|
BLAKE2b-256 | ece24a8b81202716429bd6451b879fa16528fc53ef4f0a817eb80b0ead8f19f5 |
Hashes for python_crfsuite-0.9.10-cp38-cp38-musllinux_1_1_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 3f92cd5310a5f1acf1a69d9603e4b55135e9b41a6c51ed85fb82866ee6e8c855 |
|
MD5 | 09d3b621d33ffda65b3c26415c9ad24e |
|
BLAKE2b-256 | b587389a87d4000637b939483169f154e06f620b3fef0245d82dbdadc20ceb5a |
Hashes for python_crfsuite-0.9.10-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 1183a6e6a48d0d634ba151585b935816cca9841b6edb143188a8427186ef7e8f |
|
MD5 | 0943ce0ce654d3dda484b65573948472 |
|
BLAKE2b-256 | 9b300d0c05b745ea3334e8995725c1d5298c4f6b4acfcd34ce49d80abd4856cb |
Hashes for python_crfsuite-0.9.10-cp38-cp38-manylinux_2_12_i686.manylinux2010_i686.manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 8e5df54c81d9891a3b4e23d34e7a89db1fb0f5d44916908ceccf551431ca7ba7 |
|
MD5 | 25901fa92e2e52b2f93038cd472d33a4 |
|
BLAKE2b-256 | d2e9399a38302e93633433645952feb3ca971097467a963f4a1e693cd38cc7bf |
Hashes for python_crfsuite-0.9.10-cp38-cp38-macosx_10_9_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 6a3f78b0f0c162b1745f3da65771bde5558f2b4afdc9498dd4f61c172689f6f3 |
|
MD5 | 441eb3e8b73e77ca8375f714d06a245d |
|
BLAKE2b-256 | ae4236f1e1d49327442919d439b4894f47da21d4b302d24b257184972fda3416 |
Hashes for python_crfsuite-0.9.10-cp37-cp37m-win_amd64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 4e5c21201ee00344638b04d880d3790efbbae220bf73d03ddb250917ce9662a5 |
|
MD5 | 9dc86dc4db5c433cb6e4566cac6e0db4 |
|
BLAKE2b-256 | 4b42fc875cf568226a8cc5d5143f09b9e207b5d5a5849fded95891c1b211568e |
Hashes for python_crfsuite-0.9.10-cp37-cp37m-win32.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 8b86beeb6ec058acd66541bcbe221bd74ceb235b2fa6b1cdd6b4b4a47b7b4708 |
|
MD5 | 0db52687bca074f6eb663adbb23274e8 |
|
BLAKE2b-256 | 06e23d48d43c89d30df4a5e58e101184d28e6c4cb05cafedbb20ac51eb2210dc |
Hashes for python_crfsuite-0.9.10-cp37-cp37m-musllinux_1_1_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | c1d2e905aa5ae7c4143ba5f61b6634cf49f88d422f37aab6748649d009bc7735 |
|
MD5 | 0c2825eecf53598795bb5f9bb64e2ece |
|
BLAKE2b-256 | dea30f965c1d8c8cd0fc7da5a0287980e9aebdc90e8e9d668e7f6167d2dddfe6 |
Hashes for python_crfsuite-0.9.10-cp37-cp37m-musllinux_1_1_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | b559823cee190b4693fa72d51a286ceb51c54540676fc8a9a66e5800ed34b385 |
|
MD5 | 6292e313b332ef68d5a8aeaaeaa89123 |
|
BLAKE2b-256 | 684c8705c6cc0ba328985e4649cb27ac403eeadd229451841b1d8f9e9ebfdd75 |
Hashes for python_crfsuite-0.9.10-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | b40378b6f4ac10b209d6613769397f66c2d6ce2ba09e49c1e63d61548010a9aa |
|
MD5 | 263ae44c28bba253abd3957131dff19b |
|
BLAKE2b-256 | 0ac4c675ef5ba305a5f0977429e4aeb9178731b02a795ba65c043eff77c01d35 |
Hashes for python_crfsuite-0.9.10-cp37-cp37m-manylinux_2_12_i686.manylinux2010_i686.manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | d97303e2719b8afbb3f51e0931cfda2a1d231017159dc9bd6a2d7658b36c13ca |
|
MD5 | 88ad30003e93b33f6e631750acc4af2a |
|
BLAKE2b-256 | c98e92ef639e8dc1a043918c54bd33c893ca25cddb81340b27f660b114563b6b |
Hashes for python_crfsuite-0.9.10-cp37-cp37m-macosx_10_9_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | e964d80cd55971774e5141fc79358beed3d32d9db6a2ca8f4c4d178bb97ed18b |
|
MD5 | 20c88d1dc46578081fd1c57c350b8f4d |
|
BLAKE2b-256 | 7c1793f3644ae5960c842e1db25254984ee6d9b9bf8c2c98721490cd1082151a |
Hashes for python_crfsuite-0.9.10-cp36-cp36m-win_amd64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 694bdb813dfc3985bba7da6937608f57dd684148025b6337d259675401773e73 |
|
MD5 | 539e3e57cfb40f65b75bb378ce41493e |
|
BLAKE2b-256 | 2515f5aa326e221e65bedd0c267713760966bb51ca03a92a375eb853b9422780 |
Hashes for python_crfsuite-0.9.10-cp36-cp36m-win32.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 39ce7aea19246c3e598982f1bbe575fe61d76ffc1d2befba972d2eb9f251ee9d |
|
MD5 | 1d713d92b28f30c3f597e7662bb9a6a9 |
|
BLAKE2b-256 | ae264ae35c0e5b98ce4c10819295e1d19c24d1033f84e565e161263c4a0ed42d |
Hashes for python_crfsuite-0.9.10-cp36-cp36m-musllinux_1_1_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | bdec5d70a3f038054cc6ae16f4f766672ab1386cf62181de623ca2388a8d040d |
|
MD5 | a3704b09eae9cb3eabf6e7b8e0811e23 |
|
BLAKE2b-256 | 1ef925c75fe5f8140c4cb141c363c42b91a382d196cf9585c68414dca334a3e8 |
Hashes for python_crfsuite-0.9.10-cp36-cp36m-musllinux_1_1_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 26373150f10116ab6dec89bce0ed90f74d42955da68d54149213acdead0a20f1 |
|
MD5 | d8ae479b79ce0610022280132380a0e5 |
|
BLAKE2b-256 | a9ccfff253f68fffc8848fa548aad524be78fba57623626f4006620b247daebe |
Hashes for python_crfsuite-0.9.10-cp36-cp36m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 009bca994e748de2b117e382978270a725b376eb18eb4c7fe24277ab157e7d48 |
|
MD5 | f11a426c5ba4e12f5b9177d2dedc3015 |
|
BLAKE2b-256 | 5ec5ec8156ea62dd45df5ef05510281e8b72795a956914d8c12694c0c08f7373 |
Hashes for python_crfsuite-0.9.10-cp36-cp36m-manylinux_2_12_i686.manylinux2010_i686.manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 71cf1f4bcbe785a56590ff96f94eaa0fb0a71e0322dd04268b3e3307020b92f7 |
|
MD5 | 6291e0085521a7f50aee2230b33f5cfe |
|
BLAKE2b-256 | 070f92357515ed874bed0fefb0ce8b683a94719aeb92389f9aaf1cd505b30619 |
Hashes for python_crfsuite-0.9.10-cp36-cp36m-macosx_10_9_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 5d143c4365068aa7537bbb773543f5f6d7edcc1ec862876fb604e28cba19e652 |
|
MD5 | 71d3786c438a6aa444066e66f5f6371a |
|
BLAKE2b-256 | 5a972a5c2bba7f9f98e4e88395dab3b6b84f2c1a255b228cb85606a647442ac5 |