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.
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-0.9.11-cp313-cp313-win_amd64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 00123f42dca02897aaa1fc129ea99b815f800c2893ffb210d8b8f71235ffeef4 |
|
MD5 | e465b1b64dc413c1df6049df03e57b59 |
|
BLAKE2b-256 | 5fbdf37bad6ec84b8e5eaa8c56965de2ae25d292b011ff6532bdfe70b7a0b6c0 |
Hashes for python_crfsuite-0.9.11-cp313-cp313-win32.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 5664cebdc82d20b374641f2d0e77a86e8b010fafaf8efeb8862c3fc567d41c08 |
|
MD5 | c2e950af257906d90099591107760d71 |
|
BLAKE2b-256 | a71a9c21fe8ca1cf05d2fb879c7cebc31938eb7e8734bd2cf4066d41afd08db8 |
Hashes for python_crfsuite-0.9.11-cp313-cp313-musllinux_1_2_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | c0f95fd723e7a684188c541106f301a1d87104a07acd1e5687df849d2a86391a |
|
MD5 | 43310b13427ae7b5ecb6416bf6662b0b |
|
BLAKE2b-256 | 7c88666e5a7a46119200d079bd676001e154938be2674c54a0e0cf6cf2bfa1a3 |
Hashes for python_crfsuite-0.9.11-cp313-cp313-musllinux_1_2_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 00db049cc46f716cef6626fbcf5b8abc258f4740e39dcceccc706ba77200992b |
|
MD5 | 4d9d35a6dac0ec205508633eea4d8c11 |
|
BLAKE2b-256 | 590a48a93be02c2eee1f62c92ead8ca50e194c09da9e62bea6c7177ea767d36a |
Hashes for python_crfsuite-0.9.11-cp313-cp313-musllinux_1_2_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | a387c4c4794ecccc712e01091b2887fc90b63dbc6612947232c2593116545e8a |
|
MD5 | 21a826e87d879d3f4de14ef01a2b7a29 |
|
BLAKE2b-256 | 6c1a1b60a013e5e24ffcd420aa7b44f2328c1f4f0d8f33606baa845ee5e1fa9c |
Hashes for python_crfsuite-0.9.11-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 893af206342196e37c84af73941d7c2498e3ab926a67f846f78de6f48a7cb067 |
|
MD5 | 9bfb4eb412571a4a68740fe93ede54f6 |
|
BLAKE2b-256 | 7872ec157e6a280e1662622ac8a74d891e436e765299df75b5f5cdbb48c2ca1a |
Hashes for python_crfsuite-0.9.11-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 609ce1e2ea1ff36379e91a4af9f10bcaaca0b22d089ec7489181ae0d9d098419 |
|
MD5 | d4c14826c834855f107fccf83d1f9a2e |
|
BLAKE2b-256 | 72a7cfe27cb4539dbd0209fd23a1c3d653ba493202bb8c635045ff8f3e8ec6d5 |
Hashes for python_crfsuite-0.9.11-cp313-cp313-manylinux_2_12_i686.manylinux2010_i686.manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 788b6ca5fd43797f6822bb7aed8d5b0255d7d53be62746c77ca91dad5dfd2f2b |
|
MD5 | a14915e9bec3e05eccb86f071b826d57 |
|
BLAKE2b-256 | 145f89cfb856b9bfc6d37723e20c439b5fff56a7a1b48de331a53d1669907b38 |
Hashes for python_crfsuite-0.9.11-cp313-cp313-macosx_11_0_arm64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 89b45426f28b39dfc4789d29bcd7398f177746e4ab27f6ae3c7b48a082ecb73b |
|
MD5 | 48d1dbb845b4c93796a099383523cdc4 |
|
BLAKE2b-256 | 228d55073b5150b3884a30fc2ec2fc01fbdaa4187bedd57b5c80002182b09ab3 |
Hashes for python_crfsuite-0.9.11-cp312-cp312-win_amd64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | c89d7ad4ca520a5f045c676865ec09a2accc25dc5dce387f2199e5b2c9d8f337 |
|
MD5 | a35665241ecbc22fa0c4dcf9da73c9e3 |
|
BLAKE2b-256 | 5408d060405793cab77dbd167814393c838c456f9d9281cebcc3d9f185e2c5d5 |
Hashes for python_crfsuite-0.9.11-cp312-cp312-win32.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 4b230ab1b69c6025e4f64e72c445f7492cccf00d94fc2c0bf2f337fafc05d5d5 |
|
MD5 | 8292ddb307fda52be0c5f1b0fcb69120 |
|
BLAKE2b-256 | 755355c908ca49e0d3f5d0c7410f876ef4fc0b605e140492b41f8833a1befb96 |
Hashes for python_crfsuite-0.9.11-cp312-cp312-musllinux_1_2_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 1a365a70e54dbd20a9251a3b6df91e1406cab1b1b5995a9d68e8c748fc9b3af7 |
|
MD5 | 031beb3e1a3a112cf2b0bcfae8ad9ba3 |
|
BLAKE2b-256 | a105663e01d5721ea5b0dfde0483696dd28498929cd095e86e31501891de2381 |
Hashes for python_crfsuite-0.9.11-cp312-cp312-musllinux_1_2_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 7e6738ed044ba91d8284716f87525ca95bc857ece0b226910a80126a8ce6ad06 |
|
MD5 | 6afd4c10cc5228f8217dbb7cfa1e7df0 |
|
BLAKE2b-256 | 167653e57efd9f3e9cbbed3615d065d5367a8c18df0217e83ca216f215aa257a |
Hashes for python_crfsuite-0.9.11-cp312-cp312-musllinux_1_2_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 29cdf55c54c388c62148ba310bf8ad1b93b352d62dd84856d15c421dae2e902d |
|
MD5 | 3dbb3da3675247d98f5ce4466324a92b |
|
BLAKE2b-256 | 6f3c75e26cfd1e2c8807aa465a7213f63e2e0c9d61af0ad0ff635bbd2f47e4aa |
Hashes for python_crfsuite-0.9.11-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 7f498cb82686dc18f7cecaf0a7ebceb4590ee2137cfa8cfe1b75f53514d0e956 |
|
MD5 | a7414edf717ee9de41028f138dd03e25 |
|
BLAKE2b-256 | 54a36af8a68bdfe4d8c001a1fdb84b6fa1154d2b772dbd619050697f4cc2fe39 |
Hashes for python_crfsuite-0.9.11-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 7c5b3836e8ee8d684fb9d76d287035db51039b30cadac3332664655acf970831 |
|
MD5 | 817c7555738c559cc76918ae055c136e |
|
BLAKE2b-256 | 4977069c75217707c0727944293571bccb90642269990abfac76427b3446c275 |
Hashes for python_crfsuite-0.9.11-cp312-cp312-manylinux_2_12_i686.manylinux2010_i686.manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | bec40a7924d2e79a06f8eb0cec613ade54d677b73c4041c6052cd890aca2db89 |
|
MD5 | 338b53cf76ad0e1fb9c7b554acc18375 |
|
BLAKE2b-256 | 433f1d954edbef65a0d2b9fe71a974973aaace5f617ab3276f50b995ea1ea198 |
Hashes for python_crfsuite-0.9.11-cp312-cp312-macosx_11_0_arm64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 346a37d1ffa9f161d56c523d2386eaa5026c663e70f65db4478adb292d7c047c |
|
MD5 | c53048035dcad9416bbf4e78e4368461 |
|
BLAKE2b-256 | 22e21fafca9ea7a964bbc4a8a91351acb1f46c17c63e9aa766a22a59b0a14aa0 |
Hashes for python_crfsuite-0.9.11-cp311-cp311-win_amd64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | d255f02c890628337c970d76cba787afb7991340b3a7b201d3a158add5f78989 |
|
MD5 | 9e1b83b7edbcebbba3dc10b0619426b6 |
|
BLAKE2b-256 | f34c2aabe6f3c06a6e62fb4d80d0ed224e3d813b7fc5bc7d9aba52e724639268 |
Hashes for python_crfsuite-0.9.11-cp311-cp311-win32.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 9a00f1f32203d9cb66658df75ee62ce4809b24f26b982b7f482934a683abc96c |
|
MD5 | b413258437105a197ea759b99ff638b2 |
|
BLAKE2b-256 | 50578d58d869a41715fbefe6d4fcf62a483e76f223716f44583df7d2ac0a05fe |
Hashes for python_crfsuite-0.9.11-cp311-cp311-musllinux_1_2_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 4c17dc2c5ac63d10993afbab0288bb1949e4ac856361c83e8041fff4493d7dab |
|
MD5 | 9196b8e8758fc892eff0ba1683cc4795 |
|
BLAKE2b-256 | a70e8f66fe63a751edd4ab1036af5276334e111a43d7cc939c57cd04090416d4 |
Hashes for python_crfsuite-0.9.11-cp311-cp311-musllinux_1_2_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 800fd345f2eb822d574eeaa6099bb88a23942272f62ea3e182e8ec07f4cf5ca8 |
|
MD5 | c3526f9822dabbe4337bb170d8dc57f5 |
|
BLAKE2b-256 | bdd8a4e799f6126a7b8bafe3896472065985c99d32a68dd9bba29885e1c3c56c |
Hashes for python_crfsuite-0.9.11-cp311-cp311-musllinux_1_2_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | dd95a8ab9d92ac6756c17dde8150d7edcc696e49b4ca5f537e347143d19c94bc |
|
MD5 | e7666feed5a832e847c91f41e09a06ea |
|
BLAKE2b-256 | 45e7ac1d92ce9951401d71116526d76100a7ed3a1717dfbb2bfc0e9195d5ef09 |
Hashes for python_crfsuite-0.9.11-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | a23a96dc9a25a0d143430236158ca0d836b94a26d5752ffdf7efe315c14045f5 |
|
MD5 | c6fa3445544d035ad6c3fecec2cc28ad |
|
BLAKE2b-256 | 344307221382ab31f3fd8d648c1421b240a332cc64ad7f89af275101ce9e5bad |
Hashes for python_crfsuite-0.9.11-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 4d5e52bfe54c1cb94009f1edb9c1dec3fe6d31823c60fafee04d63354c342303 |
|
MD5 | da513cf6d238555cf4fe04b704a10685 |
|
BLAKE2b-256 | a57f8da1653440925627f1e2730a2a8f048f9e84e644a95a6324f7cce5b0e324 |
Hashes for python_crfsuite-0.9.11-cp311-cp311-manylinux_2_12_i686.manylinux2010_i686.manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 83bc133fc2a411144778bb03d56a95f88a4da0386462fb99d32b45428959101f |
|
MD5 | 89d2c605522fa9f33dcd89739a3a3847 |
|
BLAKE2b-256 | f01299235a88e786a4f2874cb9b416b53edc778719c2d27843c2727e7233bbaa |
Hashes for python_crfsuite-0.9.11-cp311-cp311-macosx_11_0_arm64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 4a2f2ff5b6b0b6cf72ee476436f3926ccd0045c97e7703478a025c9badd180c6 |
|
MD5 | d045f3018456fc564d8f3bde9eb0c85e |
|
BLAKE2b-256 | bc32743048adf41ba3ebc4d82deed5d4a336164dc0066ef83b28d2a4b1979d66 |
Hashes for python_crfsuite-0.9.11-cp310-cp310-win_amd64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | d2c361819ba331c48038f1b231b8863b886205e9decae2fb89f69da44b28d00a |
|
MD5 | fea8d0fdf5e86cc208f59c5a47ba524c |
|
BLAKE2b-256 | 137adef271af273f5b15052fa0ce8f80811b2486c47dc7c718971418b58c8ce2 |
Hashes for python_crfsuite-0.9.11-cp310-cp310-win32.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | b5a9492686e3dde5739ea19a3ec37397eb7cff787362e403a411acb6431aaf84 |
|
MD5 | 9c5cc9863ac637fc64ea49bce29eb302 |
|
BLAKE2b-256 | 5d8452e622fed7335a97dbabf7cc577feefa92001d3d39135d3ddaef998bf929 |
Hashes for python_crfsuite-0.9.11-cp310-cp310-musllinux_1_2_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 66f24e5281b8a10091c3a9eef5a85115aea9570bcb9e0c03c738b0eab7070cb5 |
|
MD5 | e571bfc005d75599d615940253085703 |
|
BLAKE2b-256 | 510e8ab90bfc316ff326588f6bbbb2eef1776ca11e91e22ab4eaced483b8f774 |
Hashes for python_crfsuite-0.9.11-cp310-cp310-musllinux_1_2_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 2dead957809b92b7f0fc4c03fc70af9cbcaf35518ff1fd3a3fe2862dd0bb52fa |
|
MD5 | acfc37929b865b8b93e15d987ece5b60 |
|
BLAKE2b-256 | fad016f0d8bcc284afb197a22cc923c5cbd219b12ee1482c3ebb237bee48f957 |
Hashes for python_crfsuite-0.9.11-cp310-cp310-musllinux_1_2_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 05cd988aaa7ac87a54d4bd1d756455f6e3b078f07b4fcbda3bccfd91a784dd20 |
|
MD5 | 6ec2b8c35064652a40722b157c16e43c |
|
BLAKE2b-256 | 54cbb38bd20df2274570275dc97515f7cf8475ef8ffc50bc6d9dffaafd9a8600 |
Hashes for python_crfsuite-0.9.11-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 182fad0415697d5acbe18364333f8255016c8609d570cba78c20d8d71a392f90 |
|
MD5 | 8b8aa28a38c68695003f5f7b9f8f6177 |
|
BLAKE2b-256 | 4dbaf4c169ce26689ddf4eb92effb4b15dafbb52622302f15a67492c680f3e0c |
Hashes for python_crfsuite-0.9.11-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 4fd8cc52f853436bbed580ad6c17e37c3657466fdfa28ddc55efcbba28b92cdf |
|
MD5 | 130feab605a91dbe74da6bf453b3f31a |
|
BLAKE2b-256 | 5f46bea59e70e382aeeb1cd47e04868ce3bcec622968af4b01b24b272d8050ad |
Hashes for python_crfsuite-0.9.11-cp310-cp310-manylinux_2_12_i686.manylinux2010_i686.manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | aed10ee4334c99173940e88318d312a4f9e70ba653b8ac0e6f3ef816431af811 |
|
MD5 | 460ec8cc536732c01d5a520b1440f556 |
|
BLAKE2b-256 | 3832b2986996b4be2edeb13b62b5115aa042250f5da87edd3f8db4d71d6d1457 |
Hashes for python_crfsuite-0.9.11-cp310-cp310-macosx_11_0_arm64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 2f5ed569517e7b1fa3d32cf5d5cbe2fb6c85486195bf5cad03d52072fef7aa8a |
|
MD5 | e5731353ef668499624a76220e4a35b7 |
|
BLAKE2b-256 | cb746335c271196db419c77ddfb19c04abe40fee45921faca96c150bfc51f176 |
Hashes for python_crfsuite-0.9.11-cp39-cp39-win_amd64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | c7aeec4be4056b0c6dd4a1357707c8d5b9c88b3f74e51d2f4d407692cad4877f |
|
MD5 | efabbfd7754236463e259f71e9679b35 |
|
BLAKE2b-256 | 4931950bd2e96df785218aa5db5870ed96b48a5d5030fdd4528de084f0361852 |
Hashes for python_crfsuite-0.9.11-cp39-cp39-win32.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | d6b4705cd7657efa8fc7742b09783537595944d18c0708e362252c2a9cd2a58d |
|
MD5 | d39e1b3e0e2d236f92883db58ab5f001 |
|
BLAKE2b-256 | 5e99634694a4d45dcee478ab5c958492f21b298c927f0ba307b6b2b1a0978f4c |
Hashes for python_crfsuite-0.9.11-cp39-cp39-musllinux_1_2_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 92ebc0f4291b6beae87eb6b9999c3381db5299852f7bdd88cdfca62d759630db |
|
MD5 | f101023169f9a2932af118a1d4c8d170 |
|
BLAKE2b-256 | 4208dad565049d00e686aa26ff372dc1a14a27ff336e24b243b3012dfc6e7714 |
Hashes for python_crfsuite-0.9.11-cp39-cp39-musllinux_1_2_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 796b6b84d4af5b848786f05c378a32f08ef6a5c67dd929f9845f0f7217177db8 |
|
MD5 | f1e73e3ae16c74e0a9d864a1af62d6b9 |
|
BLAKE2b-256 | 833efc4b4087b7a52402c4f5460088c0bf4ab9b6aa331f29b9ef53fe183e2aff |
Hashes for python_crfsuite-0.9.11-cp39-cp39-musllinux_1_2_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | cac7a8bb6f629dc42408f3df45a892010321ba539a30cecc54bdea8f05580003 |
|
MD5 | 8dcbc6be816c923f46d2952094244824 |
|
BLAKE2b-256 | 5366206b27db342a62d58697d63e8b8d820d1107c7c49e7c3be55191bf16ceb8 |
Hashes for python_crfsuite-0.9.11-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 3064a4902b18c8a0916e48db4f94bc323e9390b96ae41098674ceb36f107acee |
|
MD5 | a7bba0a7bd0a425bf69b0627652cf664 |
|
BLAKE2b-256 | 4c0fa6f17d8ba1fff46db69c32fdd818a87c7ec91c489d77a96b4f7b5f16b9ca |
Hashes for python_crfsuite-0.9.11-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 27e6e9a3439c503884d6bb4311f9e7bb34cd4c5e83da28f8c8abcfa34332b2f7 |
|
MD5 | f3a585a6a1f5f248084f0ff2e356c05f |
|
BLAKE2b-256 | 64852f09e1f6aed9e2f2b532e19a3de3fc81b6b9f982dc884d0c85f5b6e1c1e6 |
Hashes for python_crfsuite-0.9.11-cp39-cp39-manylinux_2_12_i686.manylinux2010_i686.manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | bcb60d6ac04e6f7e64f02aceaea88b6ad4ffdc183c5301f7fd8b8a280c3efc8e |
|
MD5 | 947a461e3db3de209c9a64a86a4d6d95 |
|
BLAKE2b-256 | 6696a8faa72b934c6502d29f71d4d7251fdfc387cd1a5e256650b2cbc66008f1 |
Hashes for python_crfsuite-0.9.11-cp39-cp39-macosx_11_0_arm64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | e0e1fad868fe15cb5bca7c0015995bd962de2f0b100e3e5b7dd3c14273fdc806 |
|
MD5 | b60dc09a0c197dacac5d5619eba78c45 |
|
BLAKE2b-256 | 82b6334d7f67e5775d6fadf29240c83fb7aedd8d45138140adf749ca094762ac |
Hashes for python_crfsuite-0.9.11-cp38-cp38-win_amd64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 01a0078292fff9e171ab9f4cabc67cbd2c629647b8fc67187c1335520a7a45fa |
|
MD5 | b5803a1eabf21852a20675e6cfa6f0bb |
|
BLAKE2b-256 | 09f87b226d4fb4863eb1a0a0923bdf023dfb14b9bc99a0fdffb9260524e06fe0 |
Hashes for python_crfsuite-0.9.11-cp38-cp38-win32.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | f8df18614e5c6c3c95d3e20a7968f75201693a0cc1284d893f7bbc04a392f8e3 |
|
MD5 | dd99a93878cf239bd165c5a45282f4a2 |
|
BLAKE2b-256 | 7d2c7e95cbee1af95d9bfade729bf7195348163afc0e4159ecb9b51de661c2e7 |
Hashes for python_crfsuite-0.9.11-cp38-cp38-musllinux_1_2_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 48fb8b11ae294a3f5986dc4ae9a20047d850e1dc20dae3725c3a9d0c70e14418 |
|
MD5 | 866b6ba065780d2077eb8360cfdadcbb |
|
BLAKE2b-256 | f1f03c27b7ab3bdf1df41f9440096d2069f20234755a5d1385ed424aa36f82f4 |
Hashes for python_crfsuite-0.9.11-cp38-cp38-musllinux_1_2_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 993705405b979047a9c66141f4ef886635278f244b5371c25db94751f4b7d326 |
|
MD5 | 91af8d22a5d9bcd15ccb052e4345e980 |
|
BLAKE2b-256 | 6bcea4e1bda745e0a62faf670e2102fe30260f2ec2e2369046b52bf72a3146f9 |
Hashes for python_crfsuite-0.9.11-cp38-cp38-musllinux_1_2_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 8919fec4638133b3e95afe1496b5b771bb8464741bd467534cc1414ae7f0efc6 |
|
MD5 | 71a089ba975701dd92ff13f0b95aa533 |
|
BLAKE2b-256 | 3e99c9db6eb25d2286b0c82c77011b2b57a67459b91335f19768d14044635db0 |
Hashes for python_crfsuite-0.9.11-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 9b0c244c0ac04f1213576d28743dae133ca3ff2ebba98b3c4abda3327f37ed23 |
|
MD5 | f292c2459096d5690a4b0d9b345722ab |
|
BLAKE2b-256 | d7dea2c3f0c3fd8f8363b44d4b62e4bb39d2a9ae40455bd0cd8b0f7042dbab45 |
Hashes for python_crfsuite-0.9.11-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | b8b3ceefc199b46e562a8bfaac9ef71f86108f0435e28f40007da48618f53837 |
|
MD5 | f553cba46a43d7d0e556c01853f8d57b |
|
BLAKE2b-256 | 3139928fc5cd72b7c9792771338fcc174fa0df1a64e2d47d0672395759cf1bc7 |
Hashes for python_crfsuite-0.9.11-cp38-cp38-manylinux_2_12_i686.manylinux2010_i686.manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | f5cc941f1e22cd52e1965cd353b67edfbae06dc5ceb6556bf3176d8523113f66 |
|
MD5 | a47d7366198179af28053c815125395b |
|
BLAKE2b-256 | b291059469e27538168a108afec7f0484c16ca1d5df4201586e90714fa9a057c |
Hashes for python_crfsuite-0.9.11-cp38-cp38-macosx_11_0_arm64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | bb02962c16e3c84bb056ed86f2227b3d0432995c047acb7eb15032c1b645044c |
|
MD5 | b3f821fc4563ccd1e603f32757ab8f94 |
|
BLAKE2b-256 | 3958c7f30d14480ae92ba1318bba200592d2009ae2a99b1b1c91ead5f11f94f6 |