Fast multithreaded implementation for calculating Fisher's exact test for any RxC sized table
Project description
Fisher RxC
Fast multithreaded implementation of calculating Fisher's exact test for any RxC size table. Written in Rust using Maturin.
Installation
pip install fisher-rxc
import fisher
Usage
fisher.exact(table, workspace=None)
Calculate Fisher's exact test for 2D list according to Mehta & Patel's Network Algorithm. If workspace size is not provided, it will be "guessed" dynamically.
Workspace size of 2e8 takes ~800MB of RAM.
fisher.sim(table, iterations)
Calculate Fisher's exact test for 2D list by Monte Carlo simulation. This multithreaded implementation can be more than 100x faster than using R through rpy2.
A modern CPU can quickly do 10^8 iterations and get very accurate results.
fisher.recursive(table)
Calculate Fisher's exact test by a simple multithreaded recursive algorithm. This is generally much slower than the fisher.exact function. Only use for small tables with low numbers.
Return values
0 <= x <= 1
: p-value
x < 0
: error code number, message printed to stdout
References
Contingency table generator (ASA159): https://people.sc.fsu.edu/~jburkardt/c_src/asa159/asa159.html
Fisher' exact test - network algorithm (ASA643): https://netlib.org/toms/643.gz
Fisher's exact test - recursive: https://stackoverflow.com/questions/25368284/fishers-exact-test-for-bigger-than-2-by-2-contingency-table
Fortran to C transpiler: https://www.netlib.org/toms/
C to Rust transpiler: https://github.com/immunant/c2rust
Project details
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MD5 | 1aa0c3de9123a164fae6aa175fecd13c |
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MD5 | 98ae6eccd0f040e3ddd03b3f84bd36de |
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Algorithm | Hash digest | |
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MD5 | c651d02c4e03dd55c895f660fba0dde2 |
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MD5 | ab4609144c0ae82cf43d94edb9afbfcf |
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Algorithm | Hash digest | |
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MD5 | 70675c0a1cb03b6a9e5c71b688b5fc26 |
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Hashes for fisher_rxc-0.8.0-cp312-cp312-musllinux_1_2_aarch64.whl
Algorithm | Hash digest | |
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SHA256 | 9b898d17d74c69bbd7670c8b77a926f3a22aa39a555b6dbe537dae016f1b6751 |
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MD5 | ce4df24787406f631ab00652b327cb38 |
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Algorithm | Hash digest | |
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SHA256 | 4dd79fd7e67ad3a83d54a40d76e1b1ebbae28e695742c86cc5e1bc038822b67c |
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Hashes for fisher_rxc-0.8.0-cp312-cp312-manylinux_2_17_s390x.manylinux2014_s390x.whl
Algorithm | Hash digest | |
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Hashes for fisher_rxc-0.8.0-cp312-cp312-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
Algorithm | Hash digest | |
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SHA256 | 719a43db129e0e15d91b478e7ebb2153e4b158e559eb03721be5c3a74a16c31a |
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MD5 | 3668eba1d385bf76e1734c5cdba51bd2 |
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Hashes for fisher_rxc-0.8.0-cp312-cp312-manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm | Hash digest | |
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MD5 | 49f28d8cf5993f6d4d9089c6c74fefe4 |
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Hashes for fisher_rxc-0.8.0-cp312-cp312-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
Algorithm | Hash digest | |
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MD5 | 1303bdf2b35ab783f7a9219ce24cc36d |
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Hashes for fisher_rxc-0.8.0-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm | Hash digest | |
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MD5 | 8b0ac9bf1f32b233e080cf73d20554d8 |
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MD5 | 4b10c4c54ab7cf3887bcf1879d45aa97 |
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Algorithm | Hash digest | |
---|---|---|
SHA256 | 4ab1f3bb8bc3cd4da542491e369fc4905c0ab15a1815070883402a426ab2cb08 |
|
MD5 | 26cd1584d68f3abf4c5edaed3dffb224 |
|
BLAKE2b-256 | 693379b172c44510b19d54b94a13bd183385d9960d74cc1dcce339d9b60a68a8 |
Hashes for fisher_rxc-0.8.0-cp311-none-win32.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 8184845824df351f01cc548ef3c8647bd8490a84e4100ffea74a48caa02e4850 |
|
MD5 | 6f8466082ac689bc7b84e42b5cd546a8 |
|
BLAKE2b-256 | 5e9461ddef5c202f94206e9e7282880b8f21d4d2f288a1b45791fea181f24c94 |
Hashes for fisher_rxc-0.8.0-cp311-cp311-musllinux_1_2_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | ad7317f9b61bbc604f05c381bf364866c014374fe4ddfcb0a6fdad9659eacd8c |
|
MD5 | 6f2052192ec83bbde0617dc5bdbf5b6a |
|
BLAKE2b-256 | a3987e3df62620702e09544c103628b5b8328b20763cc54f8b1d768eb5e45832 |
Hashes for fisher_rxc-0.8.0-cp311-cp311-musllinux_1_2_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | f1a419ced47e8f10a653d47686d7ef3a7a22b55b060abf560de0358216f0671f |
|
MD5 | 2507cd5cf884af3036267fb43e1d98e8 |
|
BLAKE2b-256 | 55d0250714375b2b9280cf98c9508605ff1045f790a120975282f8ad04c128ac |
Hashes for fisher_rxc-0.8.0-cp311-cp311-musllinux_1_2_armv7l.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 5acd427b87f9869ba07b69348561a9fa3e981a94d18798eff9e10835b39b5f26 |
|
MD5 | 7fa9051c45556757e489d6355980f422 |
|
BLAKE2b-256 | f50eaba9c2148c96495190f7ef9d09964afa8bcfcdd558757c45074a23863949 |
Hashes for fisher_rxc-0.8.0-cp311-cp311-musllinux_1_2_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 11f3659947a567f0e6cca40bcf3e8617802c387a944d93ed17e069f941ef111b |
|
MD5 | cbd25b747f6fbb846606260e7f381c36 |
|
BLAKE2b-256 | 783bcba6b01a8f6528bba5ce10d8d77f0885e2d0479634470389aa169c3ac46a |
Hashes for fisher_rxc-0.8.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 6df7e776e1c83f2de2005abab5448e106a3d150d11c65e7f79d6433a423bb4c8 |
|
MD5 | d705548ea653675d6299d5b82dcd49aa |
|
BLAKE2b-256 | 97172ef5312fa78d92373533bee70e029a1838fec04a0d74102d230404cb0417 |
Hashes for fisher_rxc-0.8.0-cp311-cp311-manylinux_2_17_s390x.manylinux2014_s390x.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 963af42d55c406650387178a9e05a2c12dedc60c70fd76c510cbaace8e269c68 |
|
MD5 | 2b771e7763033af806effd032b403c7b |
|
BLAKE2b-256 | 33b02c36926e401d25ca262dd3fd2b6218fbd88255b0c1e920d29ca477dbdc92 |
Hashes for fisher_rxc-0.8.0-cp311-cp311-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 95b40eddffd65910c23c4070dd3d876650e22a24de538bdab5050031b5483aa7 |
|
MD5 | 720f68b2fb77b4e393664923df08427e |
|
BLAKE2b-256 | 0374abd11389527fdc92536a0959c36ce60a6bc1432b3b2853f457dc89461081 |
Hashes for fisher_rxc-0.8.0-cp311-cp311-manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 0ba7f2b05e5bccbb16ecad1819242fef496ee0766e300ac63c921f37b55e7bfa |
|
MD5 | 804f09c595dc140f0a48c05a7262948d |
|
BLAKE2b-256 | ab511102a57f4a1ff83c790c28e9ff951dfa94f2af3df9b8d7e77e50aee0eb98 |
Hashes for fisher_rxc-0.8.0-cp311-cp311-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 26ef8e26b5b5ffa1aef6a85ce3e66ffeb7f0257803ee5e70a92683ba6d783093 |
|
MD5 | bdff33c2a25201daf1abcf14ac718540 |
|
BLAKE2b-256 | bd4df29b65a81ff6570595d35bd186d514541dedb7f49974e9c78f885611bfbf |
Hashes for fisher_rxc-0.8.0-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 350f77167be632927ebf7f7714ba98fb13755ee4f3164c609c5ac2a08afc6ce0 |
|
MD5 | 0dfe8b16ced203b0a0ce1ca2ae05c925 |
|
BLAKE2b-256 | 26c705a64937c4cc7a4e2be116c5519e9d539f1967203c6da4c02c2461dc2bc1 |
Hashes for fisher_rxc-0.8.0-cp311-cp311-macosx_11_0_arm64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 5d444276819ddbf8c5026916534d5f8fbf68914b47ba4a6c8d58ff8eb792cdf3 |
|
MD5 | 186ee7d3160b48306d9493c9cad65580 |
|
BLAKE2b-256 | 010b31acd854f2d997373d2d73c346e8065997864cf2e3fdb1095dda1f2a8435 |
Hashes for fisher_rxc-0.8.0-cp311-cp311-macosx_10_12_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 5c7164cc32ced9b3f610b178df83b992fb56d0e78e0d523431006007b1a20e15 |
|
MD5 | d0f3c691d985159853c620a3aaeeaee3 |
|
BLAKE2b-256 | 23937c868ef5f510b3e6a2b6e35c075a9102b7abede83291140b6b0d2e2180bf |
Hashes for fisher_rxc-0.8.0-cp310-none-win_amd64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | b6809f85d53d6483ff2a96f075601d9236c629d835226c51bbf31b15a5423d32 |
|
MD5 | b6b3736ff4ebc3e92c2a2e17e71f1fc0 |
|
BLAKE2b-256 | c35332f743dd5462a1ca07f261ce916eddc346fc46b5ad3c116f9ad89891ba12 |
Hashes for fisher_rxc-0.8.0-cp310-none-win32.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 3ea30ea7ba699f863b5cb470465dde91bb0d1c6ec25589fbc4a2f4ee7b39dcb7 |
|
MD5 | 64d2a2ecbcb6ec9656c712dd01894247 |
|
BLAKE2b-256 | ab7d987d930e17a8b9a8643131dcb500746d08aa11fb7b47ffe61c2a0ca4f33b |
Hashes for fisher_rxc-0.8.0-cp310-cp310-musllinux_1_2_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 63e6cc19cca7c3a81f4f6930b57d7b75f61b1f137f8e703a5d34b5743ffb1293 |
|
MD5 | 036c98e34bb4ecc483076919417cbcf0 |
|
BLAKE2b-256 | 5415b84eb0c26f90fa65d999df947b4fd46ce7323a0cab20d16474ae57768fcc |
Hashes for fisher_rxc-0.8.0-cp310-cp310-musllinux_1_2_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | cbb8e0c1fbb5964b2a1e64c15f4311ff4b56a88b9774e9197fdf34ab991396f4 |
|
MD5 | 387376bfb2a302fc90e4b3928d65c3e4 |
|
BLAKE2b-256 | 2789b4df51e25e97f9b9d01a6f82d107e95f02c6a7c22337175b483cc0526409 |
Hashes for fisher_rxc-0.8.0-cp310-cp310-musllinux_1_2_armv7l.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 2557f623df6e6d81e5811f882609c09a3fffa799c9a24109ebf309a98ad3b74a |
|
MD5 | a47c4a4309228d47b161d463a6179500 |
|
BLAKE2b-256 | 0f5d06f573416ff4415fe98b7854e3b6d72e40583200ed4ebe83772040254c90 |
Hashes for fisher_rxc-0.8.0-cp310-cp310-musllinux_1_2_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 48a09515decdbc073be8dac5f47b87c399550942c8312a318f732865ec661313 |
|
MD5 | be14c7d64b1fc37caf20a412c8690250 |
|
BLAKE2b-256 | 910d7aaa8c8282bac56acdabcbd3d7e2f6d794c0702f6460f08b71782e92d316 |
Hashes for fisher_rxc-0.8.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | ec2780d79e1735e956564a28c2b2b4c058f8d6cf45b3f0275ce8ba8f1bb2bfd7 |
|
MD5 | b572388221537a4ea3338228b1845770 |
|
BLAKE2b-256 | debce84bd4817b512ed3da12b1cc3a66ef414084ebb61505bc88dbc7cd83d239 |
Hashes for fisher_rxc-0.8.0-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | a4e5ba3d40f34342c53a7692b57ddc873434aa8e6fe647b7e0a8f036980ae392 |
|
MD5 | 25f21d3b9d9b9aea30229f7522732140 |
|
BLAKE2b-256 | 91ec115ac75436268c54cee638311698d1e003b6ec36f34d748b0d14e886ee3c |
Hashes for fisher_rxc-0.8.0-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 07eb6dd89bcca9e688c151a92739c6c8ab7d40766ce71d3e299f27fad0bc369f |
|
MD5 | 4b7543820034c7425324cb2cf9ed1313 |
|
BLAKE2b-256 | 3818eb9bef19415728aaa4156fd666614df3a45322517ec07e84481efb61353c |
Hashes for fisher_rxc-0.8.0-cp310-cp310-manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | da05a6675152f67820a3208cb4de2c73a68325358a2d88a0b55f09ae3b9f39c0 |
|
MD5 | e141f2a56a26477b76304ca26546ff4e |
|
BLAKE2b-256 | cdead91bac849d19b5d20af8b9298ebb247c0d46de7def7b237a83f116e30951 |
Hashes for fisher_rxc-0.8.0-cp310-cp310-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 93a2e0611a2a241e4a140213c91cea1214bbe1d6f71dc776fdf68c681641d3ee |
|
MD5 | 31227d6585141519bd8a4159e29ee47a |
|
BLAKE2b-256 | 61521a50d8f8acb010c981c79e47d8034d06f2ab9d66ff2794de9d12b32ada09 |
Hashes for fisher_rxc-0.8.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | d68444a73461fc57a0f2bb4255e75f3096d6d6b7f9a0da1d4e80e77f95f57b18 |
|
MD5 | 9c4930ba5515ae9fd245c20ba54026b8 |
|
BLAKE2b-256 | 447be2771ebced49dc8d73cb3446470d13d56d88a0e1eec77a96ca03ed7644ae |
Hashes for fisher_rxc-0.8.0-cp310-cp310-macosx_11_0_arm64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 57a4f4e8f23d02bac348a349c14bd0053f8f8a3d19e413f97630a70e61d3bbb6 |
|
MD5 | f5f977f5cb803cbc64381b32e9b053c0 |
|
BLAKE2b-256 | d874bda20a574a05d313f82b9a0770317e85aa341269f90539098d0c95388b40 |
Hashes for fisher_rxc-0.8.0-cp39-none-win_amd64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | cae790a89cc6a27f59814ee6428bc44ce5a4e7933840302e5aa3caf4d68c1c35 |
|
MD5 | c1060cc634a840b51bea9f111725b80d |
|
BLAKE2b-256 | 1270c851f9cdc4ee173977889d62cfd87d4b9b6b09f11f3facbe9819cf0f2e76 |
Hashes for fisher_rxc-0.8.0-cp39-none-win32.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | cbd16e6ab6e74fea47e213029fa685dbd0d2546f17f6fe59bb6c668f79a7ac68 |
|
MD5 | 24fdfbfb0d874100bb2725e75322c308 |
|
BLAKE2b-256 | 836cf8db400f4c5819d4617a0c4499932426d983179a792986cc4966de4b719b |
Hashes for fisher_rxc-0.8.0-cp39-cp39-musllinux_1_2_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 1c9c31188238cdf503578d9acb4038eb5f0c20ed362071b119f0c2dc7c2b0668 |
|
MD5 | cc4f76f3e26a2b866a13f13bfd30376f |
|
BLAKE2b-256 | 7ba0ba35d46f504630f416d763754a3e594ec6b32223cb4812b5604267f99676 |
Hashes for fisher_rxc-0.8.0-cp39-cp39-musllinux_1_2_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | e86338901e3ac41722dda9f108b4e5820a95d1e477e39d3d80ac9078b942ce85 |
|
MD5 | 53c4456a5799687d258a4d5ed55d0799 |
|
BLAKE2b-256 | b3995cc80e016bf0628df64950a1d9226518542f0ac94ccd4608cdc68433f7c4 |
Hashes for fisher_rxc-0.8.0-cp39-cp39-musllinux_1_2_armv7l.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | cda525f346ddff883caa5e3b15622a7ba50d93996cb79525124ecc9c59b8c649 |
|
MD5 | 689899b83c848cd5a30fc64ecc7d1c2f |
|
BLAKE2b-256 | f7fcf402cbdc10de959721e9decdedb92e16b6e8527bdf0153e45cb1590e251e |
Hashes for fisher_rxc-0.8.0-cp39-cp39-musllinux_1_2_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 3095b9687527c839e7c20b5255624e9ddddc25d852aebf1bc13360d46f854ab7 |
|
MD5 | 7a0111d02b46cd0db0f8e24c2b255e7f |
|
BLAKE2b-256 | d24a231f97c7570f0c94ac58cbf7b30f945f169fa2d27e266dca6a4f56457888 |
Hashes for fisher_rxc-0.8.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | f5159191b3e430d2600682c4bc7e7f8f0e6c04814432105cf3b1a6ee0cba03a7 |
|
MD5 | f8b956c02fe5bfbfbe37735b894ce8c9 |
|
BLAKE2b-256 | 907a7387d0a3a72c59109a060f9a068ccb454c30bb92e6fd1769fbd6fe34854a |
Hashes for fisher_rxc-0.8.0-cp39-cp39-manylinux_2_17_s390x.manylinux2014_s390x.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | ddd246744903eae624059f30cd925f1f3ac0e99b2f0eeab6a91f9825291ea200 |
|
MD5 | 0fa0729bc11c8ff10fbb47a5f15458ff |
|
BLAKE2b-256 | 0ad764b5c51fdb1e11898c2a6c559c4094dfb59fd5afff44c21e45b28650f46a |
Hashes for fisher_rxc-0.8.0-cp39-cp39-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 552917fc4e2d160e0289c0b4e35786fcfd340e8aa323861e726f22e0f4398ddf |
|
MD5 | f6ceee4522f0859fe25ade101ea7d7a6 |
|
BLAKE2b-256 | 8e251cdb07cc0a7525e78033d09a4f81e3d8c9cdc851bc632f35efcf9b304cc9 |
Hashes for fisher_rxc-0.8.0-cp39-cp39-manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 7797e33bead9be01241b7b96595444d8321f687ec5a2b7c279527f8ca2d8ed09 |
|
MD5 | 71ab4d14f9348b8cab6c3c8df6b64500 |
|
BLAKE2b-256 | 14f34cb35e4c83607f40c024b1d1512d9a9ba854a23d01ff85244dccea31ca4a |
Hashes for fisher_rxc-0.8.0-cp39-cp39-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 92805d30f5733d4995dcebf8d74f650035a9f12a3ba29089ebc9a8245759bf85 |
|
MD5 | 06db5f3217e1a3a32999a57e25348ae9 |
|
BLAKE2b-256 | 6db6b57bd2f639daca8db54220537628d0a6bf17afe48267486d19361276fa25 |
Hashes for fisher_rxc-0.8.0-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 0552db93edaef67ec313a0990a9fd2cc04ec757e01f75771c88493215ac3c526 |
|
MD5 | 2e3d5f49f0bb8edfb28c401d6b6379ba |
|
BLAKE2b-256 | eb735a5168ce10fd6e44a082089a1f85fdf4545cfb1a59171affc77470b1d409 |
Hashes for fisher_rxc-0.8.0-cp39-cp39-macosx_11_0_arm64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | b3f48d1e283da7469285d45c83d20bedfef58216951160d17ea1bc53e30afc39 |
|
MD5 | 80531d4984459ec75828738202063f98 |
|
BLAKE2b-256 | bbdde4b7c4434f1292740c555fa7bb12fd6256a6c00902c90452f9aff53651ed |
Hashes for fisher_rxc-0.8.0-cp38-none-win_amd64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 4d89c60f908bdeb30e17211ddbf12eff6590b7ff8f3b0a4f0cded02cb9393a3a |
|
MD5 | b818c20bb17a118b79b6d74a4f8b58d3 |
|
BLAKE2b-256 | 414b8349e5a9cf1f710ce3922f5e11c1a0f78e31297636278c32557e94bedfef |
Hashes for fisher_rxc-0.8.0-cp38-none-win32.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | f340eae2d14b39fa969a5b97a90d13dbdcd088905ac46581639919359833a1aa |
|
MD5 | 391c3100c3323bffb87c73a38816622c |
|
BLAKE2b-256 | 2c73868217359a8c7c486bb4399fa66564d48de6ab280edd0cfab4f0bf657385 |
Hashes for fisher_rxc-0.8.0-cp38-cp38-musllinux_1_2_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | a5aa4519ce29985e9e2b822f8414d31f514d786eb5b626667f22ee5078e867fe |
|
MD5 | 596595f157dba75ab22b9f3b00938656 |
|
BLAKE2b-256 | b4136f584c74468b970624b7e7b61b4b5b00f86f77a06efe1a5e658be30b0b90 |
Hashes for fisher_rxc-0.8.0-cp38-cp38-musllinux_1_2_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 0122ef5c2163c24986069c20b8722f1118c68eb8965938b10c6c06d8e0986da0 |
|
MD5 | eea60d69d035e29e871c2b7e613878ac |
|
BLAKE2b-256 | 6e73c2e47a69ce030c88ac148f01c8c99f973b0011e4dd8539e430773c9a8c24 |
Hashes for fisher_rxc-0.8.0-cp38-cp38-musllinux_1_2_armv7l.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | d74713c06fed7f7cad6c2e75aabfee1869c93b8d048620f0d1b133644651124f |
|
MD5 | 76fa442154e1ff0d4e67dd3c06caed65 |
|
BLAKE2b-256 | de6acb10f48f3473df9c80215cf12dc8bb9f212d6622d02965e7f696c3d887a7 |
Hashes for fisher_rxc-0.8.0-cp38-cp38-musllinux_1_2_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 989ae37ad519b40c7a0fb049fb14bb08d6da375fe6fee2c845f17f70d68e6117 |
|
MD5 | 78c39bf6a7a0f690aa3c90f07f7c5522 |
|
BLAKE2b-256 | 1dd40c5c4d2438b9216e4756e9970b8f25dad9e7a9b17dd371b1208590e813b9 |
Hashes for fisher_rxc-0.8.0-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 2647b2142e67d0963d97d45b3630e49926f623b3354fbf60ea9bd1a0e5aa60d2 |
|
MD5 | 165f1f05e86ad968966fc65effe408af |
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BLAKE2b-256 | 6511776373fcc7528ace0796b700b43abe661af8a04238d3f4270ca40d43e284 |
Hashes for fisher_rxc-0.8.0-cp38-cp38-manylinux_2_17_s390x.manylinux2014_s390x.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | e731dc1df58881be93973e121213d69b0de370dd58e407887b75915bc4a21afb |
|
MD5 | a507035e1ee963fb955aee9edb798c3b |
|
BLAKE2b-256 | ae1ef223f6fd86f5c956267d251967555c84cc50ddc59258e6723b8721829f17 |
Hashes for fisher_rxc-0.8.0-cp38-cp38-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | b4b8d7b99261d8cc90e151ea26a88469619949d84160fa0d6d2d77c6d0819697 |
|
MD5 | 075252e9d93c006626b94ca3965e0fee |
|
BLAKE2b-256 | 479f6f2badca7a449c9fa2056d89d6559b9d9bc1812c303d759c0044968267cd |
Hashes for fisher_rxc-0.8.0-cp38-cp38-manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | a5f59fc84e38b33070deefb57d539af018b157ba0a1eab5fda4702d6f13f1681 |
|
MD5 | 2b147d969030a525c1422a9c124c6118 |
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BLAKE2b-256 | 6fa66c73b5926a6f75b1cde610c43930f902f2f6ca25df9024fd79056f66161a |
Hashes for fisher_rxc-0.8.0-cp38-cp38-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | c8e6e8fa44e3354d0953604fb6d25392080022a3e71d2da2a766d2566bccb557 |
|
MD5 | db1b7ca425582d66399d57b3475340dc |
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BLAKE2b-256 | 4f931bee05507dc69490106621b24e39d7b9b00d558d51aa044c587854ab3707 |
Hashes for fisher_rxc-0.8.0-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | e8e131c61d93c5ba3dfb900b0822b37d47b60d66f885a81a7876b78cc35d1012 |
|
MD5 | 7e232934fc008990b0d178e1d9b7e155 |
|
BLAKE2b-256 | 244aac0e4c5a86301cd2927267f05f94ea2d5e4da523248f3b1bd7b64a3e7070 |