MatID is a Python package for identifying and analyzing atomistic systems based on their structure.
Project description
MatID is a Python package for identifying and analyzing atomistic systems based on their structure.
Documentation
For more details and tutorials, visit the documentation at: https://nomad-coe.github.io/matid/
You can find even more details in the following articles:
Example: Surface detection and analysis
import ase.io
from ase.visualize import view
from matid.clustering import SBC
from matid.symmetry import SymmetryAnalyzer
# Load structure from a file
system = ase.io.read('data/system.xyz')
# Find interesting substructures using Symmetry-based Clustering (SBC)
sbc = SBC()
clusters = sbc.get_clusters(system)
# Analyze each found cluster printing out the indices of the atoms belonging to
# this cluster and visualizing the conventional cell from which the cluster was
# built from.
for cluster in clusters:
# Get the indices of the atoms belonging to this cluster
indices = cluster.indices
print(indices)
# Get the dimensionality of the cluster
dimensionality = cluster.get_dimensionality()
print(dimensionality)
# Get the cell from which the cluster is constructed from. The periodicity
# of this cell indicates in which directions the unit cell has been found to
# be repeated in (at least once, possibly infinitely).
cell = cluster.get_cell()
n_repeated_directions = sum(cell.get_pbc())
print(n_repeated_directions)
# Analyze some symmetry properties of the underlying cell to better identify
# the material from which the cluster has been constructed from.
analyzer = SymmetryAnalyzer(cell, symmetry_tol=0.5)
conv_sys = analyzer.get_conventional_system()
view(conv_sys)
Installation
pip
pip install matid
From source
git clone https://github.com/nomad-coe/matid.git
cd matid
pip install .
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
matid-2.0.0.tar.gz
(154.5 kB
view hashes)
Built Distributions
matid-2.0.0-cp312-cp312-win_amd64.whl
(262.8 kB
view hashes)
matid-2.0.0-cp312-cp312-win32.whl
(251.0 kB
view hashes)
matid-2.0.0-cp311-cp311-win_amd64.whl
(263.6 kB
view hashes)
matid-2.0.0-cp311-cp311-win32.whl
(252.3 kB
view hashes)
matid-2.0.0-cp310-cp310-win_amd64.whl
(262.5 kB
view hashes)
matid-2.0.0-cp310-cp310-win32.whl
(251.3 kB
view hashes)
matid-2.0.0-cp39-cp39-win_amd64.whl
(262.6 kB
view hashes)
matid-2.0.0-cp39-cp39-win32.whl
(251.4 kB
view hashes)
matid-2.0.0-cp38-cp38-win_amd64.whl
(262.4 kB
view hashes)
matid-2.0.0-cp38-cp38-win32.whl
(251.2 kB
view hashes)
Close
Hashes for matid-2.0.0-pp310-pypy310_pp73-win_amd64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 8eeac946a75dff1e32b25abdbc99562a2896696dcd8dfe351d9d929a44976a27 |
|
MD5 | 46b18551a76dbec1979f1c2acd9bab34 |
|
BLAKE2b-256 | 5a9def11f7bf84796cf5df63e02cc8acf13a2418f658dce0de4dca8e3d067ea2 |
Close
Hashes for matid-2.0.0-pp310-pypy310_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 8754985d4b55c6f83fd54d64e62bd6ff5de613614e3093653347b2ddb190ca53 |
|
MD5 | 3f077cfb3300f7e632405b6cedc09f6e |
|
BLAKE2b-256 | ffe1057cbc421c22237e6e2eee163a17337ab341fef491c5a2f035df93d48cb1 |
Close
Hashes for matid-2.0.0-pp310-pypy310_pp73-manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 522acb40b798628c0754f9c01c77446c8751e8d2ee204882603e62c67f444e6a |
|
MD5 | 3cfa79cf8217e618904fb892925db84b |
|
BLAKE2b-256 | f541fe3fb8e780dfca2ab3989d285a709c12c11cbc5a3883d116bfb08a58a263 |
Close
Hashes for matid-2.0.0-pp310-pypy310_pp73-macosx_11_0_arm64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 069820ae77d8d298f18dda7d8aa463d7df1a553f29a7a4f262ca59dfdc40ed73 |
|
MD5 | 069d250ea3cec3be99a14e06bdb4b54b |
|
BLAKE2b-256 | 05895b56eec57e170ab810e73df9b233456e47137f537b7655131fd23d36482a |
Close
Hashes for matid-2.0.0-pp310-pypy310_pp73-macosx_10_9_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | c927a75e45ff472a107bd5baf2f8febd94f557a3e3f871508b0da5e186ac3c9f |
|
MD5 | c599eab2af762991eec3f52da50a74af |
|
BLAKE2b-256 | 4040228a75e71ba2f5ed1a1acae3af06214ea629d5f8caf3487c276c75f7bf09 |
Close
Hashes for matid-2.0.0-pp39-pypy39_pp73-win_amd64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | ad46a16c141248fb9af350e05da31d65101aad0a411354e13d96f3d86de3c4a8 |
|
MD5 | 9b88fc6fe876840a229d0ee82a31193c |
|
BLAKE2b-256 | 83c7667f5b706da2059059b571bc1c97f30e952917d73b8b636544610872c29c |
Close
Hashes for matid-2.0.0-pp39-pypy39_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | fcebb686299b37d8c4b01c84a90a1149a46ba6be0b98bac9303403b59b9649a0 |
|
MD5 | c3434f05dd6e4ad1d5b091efcb9bdb4b |
|
BLAKE2b-256 | cd65a8a8c9a5f1d3488858965062352cd412a7109e1b38d6914591945bb03ef5 |
Close
Hashes for matid-2.0.0-pp39-pypy39_pp73-manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 6791ee34d238441811de839c9c87a0b82a45ba5739970cebf0fc372cbb7f280e |
|
MD5 | 8e7a94deb5c9caf8ddc70162173a7744 |
|
BLAKE2b-256 | 79b5b429dc4adf978b44ece1f67b66284e6a27bf9aa9ca5127a9effa7c091213 |
Close
Hashes for matid-2.0.0-pp39-pypy39_pp73-macosx_11_0_arm64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 49ed299fed9dff0930f5bcf2c0d02e92b90f8710028e78c0890534ff8772c9cf |
|
MD5 | 2198f268367f67febbab9ec803f59aae |
|
BLAKE2b-256 | 57b7caf90674cc298227436cef2967b324fef3606983ebefafce4a0c843eca99 |
Close
Hashes for matid-2.0.0-pp39-pypy39_pp73-macosx_10_9_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 1b46dcd5646b8c3b14cbe0e346534d227990b47c6b3460a46e842768fed665be |
|
MD5 | 92214f38c5a272e0e4b2895d0af0085a |
|
BLAKE2b-256 | ccde4cffc5fa0537fc372938140996f8fc1fae2ec4101fbc7dfbd842865a369f |
Close
Hashes for matid-2.0.0-pp38-pypy38_pp73-win_amd64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 3557c1d9e05736f86701669478e9b210bc133f47c23e63c9e9be2a5cf0a0cd2c |
|
MD5 | a22e929c9120c60a08e6a1f3bdeebe44 |
|
BLAKE2b-256 | 74809110780292fc1f0f106f8193a7ee3a990acfe5f5de8eb30e242d80cabd5d |
Close
Hashes for matid-2.0.0-pp38-pypy38_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 65f66a1914a87d285fd2cff50d57468b569f9e4a152c6c52f06645463a3a118e |
|
MD5 | 7361c46cf088392fe4f427481dce2fc2 |
|
BLAKE2b-256 | 486ad0ccff050492201e31235d7bce020a3f6c1129478aa7b93320f88adeef1c |
Close
Hashes for matid-2.0.0-pp38-pypy38_pp73-manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | b3c0217020a953b25205d519ac7678c65a7fcfbdec375e3c78cd10053b5514d0 |
|
MD5 | b9b1876f961465e41409d1532954c083 |
|
BLAKE2b-256 | 3af0fabd2c81c5da96c39a28db9f71b23bc296341c04ca052bb85f4e92bb9728 |
Close
Hashes for matid-2.0.0-pp38-pypy38_pp73-macosx_11_0_arm64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | daaca747144b09ed8245017e6c5fc9c27c77421e0c085839905b4a3fd1380c16 |
|
MD5 | af0d16813c82dbd7491dff0abeff0c50 |
|
BLAKE2b-256 | e49530f771eaeb6db4948e6ca8a8ce92e3b56de8bb921e5a7f98e84d7fb541c5 |
Close
Hashes for matid-2.0.0-pp38-pypy38_pp73-macosx_10_9_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | f9b93898b87ab748810607dd80389a9e093f7b9b5eec6ecb3c2a96c46425d1c2 |
|
MD5 | 869f5b3b6e4de6a1682ba6f30a510e5a |
|
BLAKE2b-256 | 27171fadaab2410587ce6a4f7c578d8cc5042a56c87cda07a7a215cc22377229 |
Close
Hashes for matid-2.0.0-cp312-cp312-win_amd64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 23ef76632a28a9e0228dcc852245afecd2b7348b8e3c3deb92ceba0893c2f03a |
|
MD5 | 6b9913bfe130cc887039f7d7a3f99888 |
|
BLAKE2b-256 | 40993c3580b0349fa67edb1a8df8c427f06fe1b372bbdddec470c6eb82218ebd |
Close
Hashes for matid-2.0.0-cp312-cp312-win32.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | e2c3ffe9083561fa75cff65ba91f51625e247094ed100b8f437d913a757cc488 |
|
MD5 | 9d8ead6c317753a2945d99e44e848a46 |
|
BLAKE2b-256 | 3df0a4ef3ac92e3391869d15a28001926ca5ced222eb1cbcb14a3853bbd6f0c8 |
Close
Hashes for matid-2.0.0-cp312-cp312-musllinux_1_2_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 177e87fe89acd67ed7976fcd306a79e8c9bc971e7e9826d9f39831d9271f03b4 |
|
MD5 | 5dd9022e9227f6bec9123ad7e4b0e734 |
|
BLAKE2b-256 | d527a2e628ce368ce6c9b9e8d6b041a88f31d84b2bc2cf822d1703303c8cce05 |
Close
Hashes for matid-2.0.0-cp312-cp312-musllinux_1_2_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | e73816ca33c366d34df952cce90c9f409052e29ea91241decdb7b7bdfe77c875 |
|
MD5 | 64db0a337135a5ba0dd61bea1f4dec9b |
|
BLAKE2b-256 | 0135ad8c5d1f3e3823abdda5c8f691cafee43f5519f82053444e15359b4dfe01 |
Close
Hashes for matid-2.0.0-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 10f53bba70475befbc1f6c6dfe72cf2af8483a1715131f357ec2b456387d191e |
|
MD5 | e5ad7e0e7a1d3cebccd540ec9993dee7 |
|
BLAKE2b-256 | c01d77a5b30718899037a28bfddef21ff5f689e7c106dad98e41e0468d7f736d |
Close
Hashes for matid-2.0.0-cp312-cp312-manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 91d502990cb3e0b08d2411430dd873431622c9dd8d29f47d8f73c50553a15941 |
|
MD5 | 57dbd8dd71809df36003769de1f80896 |
|
BLAKE2b-256 | 46f7bd991680fbdecfe8bbc537c17c82abce90b7a18e928508d68997dcd86fcd |
Close
Hashes for matid-2.0.0-cp312-cp312-macosx_11_0_arm64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 1112a4853674466077c3a0b5dea9e7044cc6fdf61703e56b6530759522e032f5 |
|
MD5 | 22fe46261dca411366fde4d8ba60b6fc |
|
BLAKE2b-256 | 6324a5c7c59b0150ecf7196e8b841cd455b49266ae2579af8558998a233b5e91 |
Close
Hashes for matid-2.0.0-cp312-cp312-macosx_10_9_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | ea9b854fcb25ec2edee82219f7d23b280a24fa9a25b2fcbfe54fd4a6af0d3603 |
|
MD5 | 3d65e15c81d3d1ad90a6dce53b03a407 |
|
BLAKE2b-256 | 9dd9e6e9998badd4eae297d1f6ed9d377fe978b46c598b6fc949574e161a8c0c |
Close
Hashes for matid-2.0.0-cp311-cp311-win_amd64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 337aa6ee77e484a873d5a0045d72709b6ca021b262c0f89dd21cd89d24f6531a |
|
MD5 | 9b632584dc6c5ffed7076666135bab67 |
|
BLAKE2b-256 | daf1d54b62ebf3f4808f93467574a2b054a45a8f8ed0ed27727999fdea07dc9d |
Close
Hashes for matid-2.0.0-cp311-cp311-win32.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 52deabb447c88dd4b06547f4db6b4afde8406e2ea69fcbd30d4de0c50b3e5de1 |
|
MD5 | 3d97557f30bc397f16d8d05afe8d7278 |
|
BLAKE2b-256 | 9ae361fba42a7e28c30112ef39e891414a25d17f2d6a9c8a1af3378db771d4af |
Close
Hashes for matid-2.0.0-cp311-cp311-musllinux_1_2_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 44e03a59eada1ad4cfa68fe371d8e2fa4630be13856322204bbb48df2f7848fd |
|
MD5 | 8ea205b9ba43e7ec1738b67dbf8bca42 |
|
BLAKE2b-256 | 9fbe4e6359fd6e0f58a73f605d59e48304e1b55943b5fd5938bfaa965ceafb59 |
Close
Hashes for matid-2.0.0-cp311-cp311-musllinux_1_2_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 54d0df3c5ab0a50b1df6f9d1c277a2d59524973f78aa6f416ad9a396cf318d11 |
|
MD5 | a703eff065c0040b7eea4f4ac66ea099 |
|
BLAKE2b-256 | e94d188ed3ab348f6186dff2c648d83006651966201d28014730d6188a3ec4b4 |
Close
Hashes for matid-2.0.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | de0f5a8159d7144c218237c46dab0114429815a5177f53ca442cb30b556869ea |
|
MD5 | 72df3434b23fec5c687ca983be52886b |
|
BLAKE2b-256 | f37c601d6aae6bc116fdaa739681ec840b77fe6e8c977405a2792099b3defd53 |
Close
Hashes for matid-2.0.0-cp311-cp311-manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 6f06092801e5bb25a08f9a631cfe748588601422fbcfec752a7aee501abcc1d4 |
|
MD5 | 378560c3aae2b4fb12319f1800dc7f60 |
|
BLAKE2b-256 | 22e11895066c9429fa1d47800be0bbdeea9ac2a387539a9eb0b2fef06f479bef |
Close
Hashes for matid-2.0.0-cp311-cp311-macosx_11_0_arm64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 4514be8d17808c8b59ad7e4b319d73d2b5a7b07799c5d9c05056ee825f7b09ea |
|
MD5 | 8b783bb2ca0999486532282f05b8edb8 |
|
BLAKE2b-256 | ae97a70de4580c25f7f3a81a353346dfa626d9a9530e9a0456626c1fd3c64547 |
Close
Hashes for matid-2.0.0-cp311-cp311-macosx_10_9_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 947d64bd3dd20643df6c8e836c99288dfc7ae2e7daf0172302fe52d6a1f5a710 |
|
MD5 | e76576b67fca80fdb4af20dccd425806 |
|
BLAKE2b-256 | 70c36ef1664073703cb4983b9b447b9ca2e7de52b05e23b3016919a74f27d910 |
Close
Hashes for matid-2.0.0-cp310-cp310-win_amd64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 2416ed5712f89c5760e77f26b736e9db28d3a14fe60c7d8f2656e603db884510 |
|
MD5 | 676dee639f3497d8b4e92ade7b592fd7 |
|
BLAKE2b-256 | 93b7d2869f2aa0e62bbe8a86f0c349fc766252b34c51b6c4ac9cecf42c821628 |
Close
Hashes for matid-2.0.0-cp310-cp310-win32.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 0313a7ab7a67cfc0f2d91a5ae7aca40287199f722182fd168b899238a26ed56d |
|
MD5 | 7deb47595c0b9f2e21635668fbc216b2 |
|
BLAKE2b-256 | 90bbcb7bb91da7bf3a211452003774a182af54ddf3310efd70c1d7d1e2b7e05f |
Close
Hashes for matid-2.0.0-cp310-cp310-musllinux_1_2_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | fe85fe8db334dea66f98134afa1fc552e68054494df4438605ea837425bf6227 |
|
MD5 | 5be90357818c1d5971dc7011ece330ec |
|
BLAKE2b-256 | f648c6d810cf749ce1f16f4b94c0b62e01907a1a689ac8d7867c707ca81896a1 |
Close
Hashes for matid-2.0.0-cp310-cp310-musllinux_1_2_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | d8deb7e4889cd1bdc2bec634b7b8424f9698bff22de919c9043255ce08d6ff40 |
|
MD5 | 44ed9bc255fa6509c4d3893015aa1085 |
|
BLAKE2b-256 | 736f1a8ce20557fd3f26edff7ca8521ad09d14c20f612a3678199fa180214514 |
Close
Hashes for matid-2.0.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | cbdf46825e677d7c6b9c6fc6c788e000035e4c8f539d4ae8112451d400b30f9d |
|
MD5 | d3da935077bec38fd08ae358588a17f1 |
|
BLAKE2b-256 | daf0fdc550611ec114893b5f4d188960c338a21b38f320fcd52a825fb735f6e0 |
Close
Hashes for matid-2.0.0-cp310-cp310-manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 4cd2b944da6c3aac46e1ca67a8c5dbcaa427c33a3be5f6ed0b6bfa392d8e5603 |
|
MD5 | 0e1395264cb47f721dd96385d6561b56 |
|
BLAKE2b-256 | 3d4fd5f33c16d640cf1e7a6c5b72c39bc790224820fc2fe8a25da9b5cadfea98 |
Close
Hashes for matid-2.0.0-cp310-cp310-macosx_11_0_arm64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 90972a73c321cf4657c778f5e924ac1de863f8d0dc5b345ff598bd47c853e142 |
|
MD5 | ea96cda73f2977d9ac2c614aaae34d06 |
|
BLAKE2b-256 | a04e0dceb0c06265a2bb45e9ed6ca46ebc671a24cf4b8dabead638a2843758c0 |
Close
Hashes for matid-2.0.0-cp310-cp310-macosx_10_9_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 17d2ae4d9cf6e454f1dc3429ff9815c77527832f299c260e7172f2e0836d50ee |
|
MD5 | 46ad330c90e5e705b156798371013b3e |
|
BLAKE2b-256 | 40d5dfe5217d6c688fc826409bb67ee0d73ca02931e58baee992c9de20a65790 |
Close
Hashes for matid-2.0.0-cp39-cp39-win_amd64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 3af3957ccbcbb3fd8c6426747ec13c74ec19abb8dad58f35c1dbd0646e4a1e5a |
|
MD5 | 7bd52e472487bfc39765b4281dac6e10 |
|
BLAKE2b-256 | a14c86de3189a014f34c70bdb270d56099bbdcaa1376a80871dd67174b3821f2 |
Close
Hashes for matid-2.0.0-cp39-cp39-musllinux_1_2_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | ee95c7c43f0d1ef975377a873e5558086ea951a3f28f74713d3636b25a1fe0e8 |
|
MD5 | 7cde6b8f6bfec52d775cf9efc92e60d9 |
|
BLAKE2b-256 | a8b18ac63a7c9d96d3eb0ef89dc0095ccf65f4f2ccc1450853c23b289a9f6b62 |
Close
Hashes for matid-2.0.0-cp39-cp39-musllinux_1_2_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 7643eaec28700d2bfb456c2e79f7099d3a7c7f0daabfae5ef25d480c0fe7f8bf |
|
MD5 | 894b65c2108420f668ecea9fbd7709d9 |
|
BLAKE2b-256 | c7eb810c871667ae00c7266081c4ba66cf86ab534b20012259843e3d3a5312c5 |
Close
Hashes for matid-2.0.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 3ea3aad93e464d96181b501db2a97d15e529fa3193002528d0d6e4fcbd22cc0f |
|
MD5 | 80028f3873b5dd86ea0ec1f61557ab0b |
|
BLAKE2b-256 | e8145cb1e3d0915524e44d3f551d1a2928850c1b2bc9171b5d1e14144cf51c6b |
Close
Hashes for matid-2.0.0-cp39-cp39-manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | df8b84730b63bf81486702ea9bbddf8b8661c5d7f41eb206b5f245ad214ea827 |
|
MD5 | 723e767829f2fb444fe05d237d3ea87a |
|
BLAKE2b-256 | 25488c079236b52063f1e67c0200ef10431edfeba9dfc7df0075047354cfea3a |
Close
Hashes for matid-2.0.0-cp39-cp39-macosx_11_0_arm64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | aebff8ace99ec8fbed7ce70c59a36620642390d13926ed879bc76530a567ceed |
|
MD5 | ce44763875c3ff5806bffed1c95c4a4b |
|
BLAKE2b-256 | 3a47dbc002db3f4ad068947c3ceb39e54e0c3bd8121dba56ec23bce048c2bf28 |
Close
Hashes for matid-2.0.0-cp39-cp39-macosx_10_9_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 81215703cbd246c2197684d4343d85871b1825a38fb98c518612150c6946cfd8 |
|
MD5 | f245eb9567a525f97637ae070f5a12f0 |
|
BLAKE2b-256 | 0ec150eeb093c6d7007dd43def1a16e4695ad47b63fe9afadaa309ba6d1e43f8 |
Close
Hashes for matid-2.0.0-cp38-cp38-win_amd64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | d68ef3cac253d9c629af467fc8cf5939814528275e9a53a27887460ebc70b8d0 |
|
MD5 | 9f9796644c228baa568b2ab3a9ccf92c |
|
BLAKE2b-256 | d41fbf8bebabf593574362f183e60515f89d7d81f43237386cb54e8606b7a77b |
Close
Hashes for matid-2.0.0-cp38-cp38-musllinux_1_2_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | e7c4bd08b05e8d7231594963c3f664cc9334ca328c6ad9998dd7340c017b0cf4 |
|
MD5 | 0ff17b134215d28ce71491d242053601 |
|
BLAKE2b-256 | b349cbfa9db96fccd7991e2985369848c020a54957db974c8d9dfb270ec60957 |
Close
Hashes for matid-2.0.0-cp38-cp38-musllinux_1_2_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 6be3f68479033399b4c439563223e886d367b630c4abc7b62dcedf06117df8f6 |
|
MD5 | ddea76cbc1063c1b3e9ddb8d4e6716b3 |
|
BLAKE2b-256 | 402981eecacef33337875920161f0af9a9c35a97f57bdc1263e0a83807830a6f |
Close
Hashes for matid-2.0.0-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 935e30e2f25d875f6399a3d18a86764536a506669f7d608e0e00d8f9fcf7b7e3 |
|
MD5 | 155f6584c07694f330c260f7ba3fae7f |
|
BLAKE2b-256 | 622273e44e3284ee0d0ad5e4c9f8dedf2b95416d234e981e81d29ce3979ec3a7 |
Close
Hashes for matid-2.0.0-cp38-cp38-manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 18c36c52e4fe547b24bc720d757394b88b6d8f55ae22f2b778bc1ba774f3d881 |
|
MD5 | 201b5475197fcb5be9bd6673ec1580d6 |
|
BLAKE2b-256 | 88169063549e2a0d03de6935022159c7173cdbfa9737d69e16e9b6e49332e794 |
Close
Hashes for matid-2.0.0-cp38-cp38-macosx_11_0_arm64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 167ebb7749816f87c2f5bf04759bf3ed177ca0296d2cbac1ab50d0debab0bc8a |
|
MD5 | 4d403106f46d676eabd10cc905057a53 |
|
BLAKE2b-256 | beafa136d0d82f58a9dc726c34a6ed286afae3a90b802f31a59a505849f43cc7 |
Close
Hashes for matid-2.0.0-cp38-cp38-macosx_10_9_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 5e769849b8d30404c4e552cc1627450f34a1dace5468130f0aeeb180a8d9389b |
|
MD5 | bd93263896ced5ea135dd14b2035b98f |
|
BLAKE2b-256 | c4eea477b544207c2fedc6fbcdf9790eae3aacab60bf18a38583dd71a29fd869 |