Python package wrapping C++ code for computing Wasserstein distances

Navigation

Verified details

These details have been verified by PyPI
Maintainers
Avatar for j-s-ashley from gravatar.com j-s-ashley Avatar for pkomiske from gravatar.com pkomiske Avatar for rikab from gravatar.com rikab

Unverified details

These details have not been verified by PyPI
Project links
Meta
  • License: GPL-3.0
  • Author: Patrick T. Komiske III
  • Tags distance, earth mover's distance, emd, energy mover's distance, fastjet, fjcontrib, hidden geometry, metric, optimal transport, ot, particle physics, wasserstein
  • Requires: Python >=2.7

Project description

Wasserstein

alt-text Binder

Python/C++ library for computing Wasserstein distances efficiently. See the documentation.

Project details

Verified details

These details have been verified by PyPI
Maintainers
Avatar for j-s-ashley from gravatar.com j-s-ashley Avatar for pkomiske from gravatar.com pkomiske Avatar for rikab from gravatar.com rikab

Unverified details

These details have not been verified by PyPI
Project links
Meta
  • License: GPL-3.0
  • Author: Patrick T. Komiske III
  • Tags distance, earth mover's distance, emd, energy mover's distance, fastjet, fjcontrib, hidden geometry, metric, optimal transport, ot, particle physics, wasserstein
  • Requires: Python >=2.7

Release history Release notifications | RSS feed

1.1.0

1.0.1

1.0.0

0.3.4

0.3.3

0.3.2

This version

0.3.1

0.3.0

0.2.0

0.1.1

0.1.0

0.0.5

0.0.4

0.0.3

0.0.2

0.0.1 yanked

Reason this release was yanked:

Not all necessary files included

0.0.0

Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distribution

Wasserstein-0.3.1.tar.gz (305.5 kB view details)

Uploaded Source

Built Distributions

Wasserstein-0.3.1-cp39-cp39-win_amd64.whl (179.2 kB view details)

Uploaded CPython 3.9 Windows x86-64

Wasserstein-0.3.1-cp39-cp39-manylinux2010_x86_64.whl (1.3 MB view details)

Uploaded CPython 3.9 manylinux: glibc 2.12+ x86-64

Wasserstein-0.3.1-cp39-cp39-macosx_10_9_x86_64.whl (417.3 kB view details)

Uploaded CPython 3.9 macOS 10.9+ x86-64

Wasserstein-0.3.1-cp38-cp38-win_amd64.whl (178.7 kB view details)

Uploaded CPython 3.8 Windows x86-64

Wasserstein-0.3.1-cp38-cp38-manylinux2010_x86_64.whl (1.3 MB view details)

Uploaded CPython 3.8 manylinux: glibc 2.12+ x86-64

Wasserstein-0.3.1-cp38-cp38-macosx_10_9_x86_64.whl (417.8 kB view details)

Uploaded CPython 3.8 macOS 10.9+ x86-64

Wasserstein-0.3.1-cp37-cp37m-win_amd64.whl (178.7 kB view details)

Uploaded CPython 3.7m Windows x86-64

Wasserstein-0.3.1-cp37-cp37m-manylinux2010_x86_64.whl (1.3 MB view details)

Uploaded CPython 3.7m manylinux: glibc 2.12+ x86-64

Wasserstein-0.3.1-cp37-cp37m-macosx_10_9_x86_64.whl (417.4 kB view details)

Uploaded CPython 3.7m macOS 10.9+ x86-64

Wasserstein-0.3.1-cp36-cp36m-win_amd64.whl (178.7 kB view details)

Uploaded CPython 3.6m Windows x86-64

Wasserstein-0.3.1-cp36-cp36m-manylinux2010_x86_64.whl (1.3 MB view details)

Uploaded CPython 3.6m manylinux: glibc 2.12+ x86-64

Wasserstein-0.3.1-cp36-cp36m-macosx_10_9_x86_64.whl (417.4 kB view details)

Uploaded CPython 3.6m macOS 10.9+ x86-64

Wasserstein-0.3.1-cp35-cp35m-win_amd64.whl (178.7 kB view details)

Uploaded CPython 3.5m Windows x86-64

Wasserstein-0.3.1-cp35-cp35m-manylinux2010_x86_64.whl (1.3 MB view details)

Uploaded CPython 3.5m manylinux: glibc 2.12+ x86-64

Wasserstein-0.3.1-cp35-cp35m-macosx_10_9_x86_64.whl (414.8 kB view details)

Uploaded CPython 3.5m macOS 10.9+ x86-64

Wasserstein-0.3.1-cp27-cp27mu-manylinux2010_x86_64.whl (1.3 MB view details)

Uploaded CPython 2.7mu manylinux: glibc 2.12+ x86-64

Wasserstein-0.3.1-cp27-cp27m-manylinux2010_x86_64.whl (1.3 MB view details)

Uploaded CPython 2.7m manylinux: glibc 2.12+ x86-64

Wasserstein-0.3.1-cp27-cp27m-macosx_10_9_x86_64.whl (418.0 kB view details)

Uploaded CPython 2.7m macOS 10.9+ x86-64

File details

Details for the file Wasserstein-0.3.1.tar.gz.

File metadata

  • Download URL: Wasserstein-0.3.1.tar.gz
  • Upload date:
  • Size: 305.5 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.2.0 pkginfo/1.6.1 requests/2.25.0 setuptools/47.3.1 requests-toolbelt/0.9.1 tqdm/4.51.0 CPython/3.6.10

File hashes

Hashes for Wasserstein-0.3.1.tar.gz
Algorithm Hash digest
SHA256 65f4920f22e95244c5644839c79c29fac57a2f3a01dd319a3bce95e880cc20a8
MD5 4b34469c792866a5f9d21041f4d66a57
BLAKE2b-256 0b55285f72e31382abd130dfe753ace9815c1e1ab0b6719444eb450eb8be7c03

See more details on using hashes here.

File details

Details for the file Wasserstein-0.3.1-cp39-cp39-win_amd64.whl.

File metadata

  • Download URL: Wasserstein-0.3.1-cp39-cp39-win_amd64.whl
  • Upload date:
  • Size: 179.2 kB
  • Tags: CPython 3.9, Windows x86-64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.2.0 pkginfo/1.6.1 requests/2.25.0 setuptools/41.2.0 requests-toolbelt/0.9.1 tqdm/4.51.0 CPython/3.8.3

File hashes

Hashes for Wasserstein-0.3.1-cp39-cp39-win_amd64.whl
Algorithm Hash digest
SHA256 d39c4571026a10a22fe455259d70d68822e27df06c801b739c699780aadc1a6a
MD5 0b9a4bff08398b54dde60524206e8368
BLAKE2b-256 7f64435686c171bf3117ba0ba0136ac371fb3e35f3ca4abe439e2c5191b3051c

See more details on using hashes here.

File details

Details for the file Wasserstein-0.3.1-cp39-cp39-manylinux2010_x86_64.whl.

File metadata

  • Download URL: Wasserstein-0.3.1-cp39-cp39-manylinux2010_x86_64.whl
  • Upload date:
  • Size: 1.3 MB
  • Tags: CPython 3.9, manylinux: glibc 2.12+ x86-64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.2.0 pkginfo/1.6.1 requests/2.25.0 setuptools/47.3.1 requests-toolbelt/0.9.1 tqdm/4.51.0 CPython/3.6.10

File hashes

Hashes for Wasserstein-0.3.1-cp39-cp39-manylinux2010_x86_64.whl
Algorithm Hash digest
SHA256 3b1ad4e6cd3b1061de020ca0448e735b6618b399505f97215978e7eee4534b00
MD5 9cd9b0b272447b497485e2fdccb56d3d
BLAKE2b-256 4d66a700004a304d75536ea9eb8a51218a729ea29c23e0ea29df20c3d1e6d82a

See more details on using hashes here.

File details

Details for the file Wasserstein-0.3.1-cp39-cp39-macosx_10_9_x86_64.whl.

File metadata

  • Download URL: Wasserstein-0.3.1-cp39-cp39-macosx_10_9_x86_64.whl
  • Upload date:
  • Size: 417.3 kB
  • Tags: CPython 3.9, macOS 10.9+ x86-64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.2.0 pkginfo/1.6.1 requests/2.25.0 setuptools/50.3.0 requests-toolbelt/0.9.1 tqdm/4.51.0 CPython/3.9.0

File hashes

Hashes for Wasserstein-0.3.1-cp39-cp39-macosx_10_9_x86_64.whl
Algorithm Hash digest
SHA256 11f4a59be2455b8e07c4d5df49024b7e8c9096cdbf897e1200b9a26496067a3a
MD5 fd4135c69c58ac50ba77cbe9f4f806e6
BLAKE2b-256 c76374996ec1bbf874b8260494a2ac1ed2b12a8d86a96e8969071b2eb3207b5f

See more details on using hashes here.

File details

Details for the file Wasserstein-0.3.1-cp38-cp38-win_amd64.whl.

File metadata

  • Download URL: Wasserstein-0.3.1-cp38-cp38-win_amd64.whl
  • Upload date:
  • Size: 178.7 kB
  • Tags: CPython 3.8, Windows x86-64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.2.0 pkginfo/1.6.1 requests/2.25.0 setuptools/41.2.0 requests-toolbelt/0.9.1 tqdm/4.51.0 CPython/3.8.3

File hashes

Hashes for Wasserstein-0.3.1-cp38-cp38-win_amd64.whl
Algorithm Hash digest
SHA256 9e4cc773e98c2e00cf0e78a9cebc0c5f5734178c3fa09e52139b81917083f13f
MD5 b30a9662dc8862c45e6b03021781116d
BLAKE2b-256 22443ea475ef4e83a266cf5550a14ce46a254751c82d1fbefa170fa77c45c5d3

See more details on using hashes here.

File details

Details for the file Wasserstein-0.3.1-cp38-cp38-manylinux2010_x86_64.whl.

File metadata

  • Download URL: Wasserstein-0.3.1-cp38-cp38-manylinux2010_x86_64.whl
  • Upload date:
  • Size: 1.3 MB
  • Tags: CPython 3.8, manylinux: glibc 2.12+ x86-64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.2.0 pkginfo/1.6.1 requests/2.25.0 setuptools/47.3.1 requests-toolbelt/0.9.1 tqdm/4.51.0 CPython/3.6.10

File hashes

Hashes for Wasserstein-0.3.1-cp38-cp38-manylinux2010_x86_64.whl
Algorithm Hash digest
SHA256 c7a675f7ff6e1708481b878082cec226ac42b4d48c2ef169539c4a3597e879ab
MD5 2542121240ea44e1713b261b8f7d737e
BLAKE2b-256 b3361d93cb93dd4dabc299325b3dcfd69d8f48de7c967e84d621d8e4b4589c77

See more details on using hashes here.

File details

Details for the file Wasserstein-0.3.1-cp38-cp38-macosx_10_9_x86_64.whl.

File metadata

  • Download URL: Wasserstein-0.3.1-cp38-cp38-macosx_10_9_x86_64.whl
  • Upload date:
  • Size: 417.8 kB
  • Tags: CPython 3.8, macOS 10.9+ x86-64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.2.0 pkginfo/1.6.1 requests/2.25.0 setuptools/50.3.0 requests-toolbelt/0.9.1 tqdm/4.51.0 CPython/3.9.0

File hashes

Hashes for Wasserstein-0.3.1-cp38-cp38-macosx_10_9_x86_64.whl
Algorithm Hash digest
SHA256 035319ef0d50cbf0905ebf65d3d8131458e0f26f5b412d70ad51175f18141595
MD5 97a9e115be67999f0dd9a588e17aa8dd
BLAKE2b-256 c867a50abf53a5c8430bbf8b85bb89845f34269780958428d1255379b67431d5

See more details on using hashes here.

File details

Details for the file Wasserstein-0.3.1-cp37-cp37m-win_amd64.whl.

File metadata

  • Download URL: Wasserstein-0.3.1-cp37-cp37m-win_amd64.whl
  • Upload date:
  • Size: 178.7 kB
  • Tags: CPython 3.7m, Windows x86-64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.2.0 pkginfo/1.6.1 requests/2.25.0 setuptools/41.2.0 requests-toolbelt/0.9.1 tqdm/4.51.0 CPython/3.8.3

File hashes

Hashes for Wasserstein-0.3.1-cp37-cp37m-win_amd64.whl
Algorithm Hash digest
SHA256 63b12a8434e9dd099ada4b32d811e95a699878a875b1462da7997cb6f9db951d
MD5 abb920600f295d464845c4a1c2f2bd98
BLAKE2b-256 5dd48f0e66e4aaf83d153a9c308038368e9c7b4b3e047a54670c4a43ca6025a3

See more details on using hashes here.

File details

Details for the file Wasserstein-0.3.1-cp37-cp37m-manylinux2010_x86_64.whl.

File metadata

  • Download URL: Wasserstein-0.3.1-cp37-cp37m-manylinux2010_x86_64.whl
  • Upload date:
  • Size: 1.3 MB
  • Tags: CPython 3.7m, manylinux: glibc 2.12+ x86-64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.2.0 pkginfo/1.6.1 requests/2.25.0 setuptools/47.3.1 requests-toolbelt/0.9.1 tqdm/4.51.0 CPython/3.6.10

File hashes

Hashes for Wasserstein-0.3.1-cp37-cp37m-manylinux2010_x86_64.whl
Algorithm Hash digest
SHA256 eb12b68939ff4fde3c779d4f83156f19a2f24c109db8a1e21b9b28eb7f36d26e
MD5 a4963148c59159aaa243edf74e53c986
BLAKE2b-256 4eb56608dadc8f4d2f873c383e515801eed171a037f2432aa9cad574e05b91ea

See more details on using hashes here.

File details

Details for the file Wasserstein-0.3.1-cp37-cp37m-macosx_10_9_x86_64.whl.

File metadata

  • Download URL: Wasserstein-0.3.1-cp37-cp37m-macosx_10_9_x86_64.whl
  • Upload date:
  • Size: 417.4 kB
  • Tags: CPython 3.7m, macOS 10.9+ x86-64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.2.0 pkginfo/1.6.1 requests/2.25.0 setuptools/50.3.0 requests-toolbelt/0.9.1 tqdm/4.51.0 CPython/3.9.0

File hashes

Hashes for Wasserstein-0.3.1-cp37-cp37m-macosx_10_9_x86_64.whl
Algorithm Hash digest
SHA256 928b935cdc2e6da1abe8fb62730af0fff45cd76b0c3c0d696447d56a7e5ac3a6
MD5 56ca757b145192744f7e4206520c8c46
BLAKE2b-256 8d0cbe15348ad4bc04c204cf60e73795e5290ecfeb0b9926157f74840e34648a

See more details on using hashes here.

File details

Details for the file Wasserstein-0.3.1-cp36-cp36m-win_amd64.whl.

File metadata

  • Download URL: Wasserstein-0.3.1-cp36-cp36m-win_amd64.whl
  • Upload date:
  • Size: 178.7 kB
  • Tags: CPython 3.6m, Windows x86-64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.2.0 pkginfo/1.6.1 requests/2.25.0 setuptools/41.2.0 requests-toolbelt/0.9.1 tqdm/4.51.0 CPython/3.8.3

File hashes

Hashes for Wasserstein-0.3.1-cp36-cp36m-win_amd64.whl
Algorithm Hash digest
SHA256 7ba8ed6116a348b0c2b13af9e1fdeefaa086920fdb24642cd1f5d42c552d9a74
MD5 0ace94c0686961c0e1ddbc620f6854aa
BLAKE2b-256 28307b894c0d107f3eddcd065b4803c60b3b46f59610f3e71c62610252583465

See more details on using hashes here.

File details

Details for the file Wasserstein-0.3.1-cp36-cp36m-manylinux2010_x86_64.whl.

File metadata

  • Download URL: Wasserstein-0.3.1-cp36-cp36m-manylinux2010_x86_64.whl
  • Upload date:
  • Size: 1.3 MB
  • Tags: CPython 3.6m, manylinux: glibc 2.12+ x86-64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.2.0 pkginfo/1.6.1 requests/2.25.0 setuptools/47.3.1 requests-toolbelt/0.9.1 tqdm/4.51.0 CPython/3.6.10

File hashes

Hashes for Wasserstein-0.3.1-cp36-cp36m-manylinux2010_x86_64.whl
Algorithm Hash digest
SHA256 dc9c478b3a67137d80052a8d2ff6edc796db29ee787ccf4d4111af864a8e5690
MD5 2e1a61f7071970dca18a28da33c48964
BLAKE2b-256 e1a88dcd6a906fa4db4d45fb971b2656dd95de9474144e40bdb2d558c0051db4

See more details on using hashes here.

File details

Details for the file Wasserstein-0.3.1-cp36-cp36m-macosx_10_9_x86_64.whl.

File metadata

  • Download URL: Wasserstein-0.3.1-cp36-cp36m-macosx_10_9_x86_64.whl
  • Upload date:
  • Size: 417.4 kB
  • Tags: CPython 3.6m, macOS 10.9+ x86-64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.2.0 pkginfo/1.6.1 requests/2.25.0 setuptools/50.3.0 requests-toolbelt/0.9.1 tqdm/4.51.0 CPython/3.9.0

File hashes

Hashes for Wasserstein-0.3.1-cp36-cp36m-macosx_10_9_x86_64.whl
Algorithm Hash digest
SHA256 4662d4c862fffefb2b6765ee639a7064f189deb7b8048e8e2b91e7fb448a7932
MD5 549f207a56302a8554413470494ce27b
BLAKE2b-256 087de9ace9b2e5efe43165117c3929c6ec517699e5b27e2d5c63684b30d4f630

See more details on using hashes here.

File details

Details for the file Wasserstein-0.3.1-cp35-cp35m-win_amd64.whl.

File metadata

  • Download URL: Wasserstein-0.3.1-cp35-cp35m-win_amd64.whl
  • Upload date:
  • Size: 178.7 kB
  • Tags: CPython 3.5m, Windows x86-64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.2.0 pkginfo/1.6.1 requests/2.25.0 setuptools/41.2.0 requests-toolbelt/0.9.1 tqdm/4.51.0 CPython/3.8.3

File hashes

Hashes for Wasserstein-0.3.1-cp35-cp35m-win_amd64.whl
Algorithm Hash digest
SHA256 1d5a60fbb6fdb3903cb0683d366cac11c73d757d1be7580eb8f676447c329194
MD5 eb7107acc5ec9f46a355eb5b8b44238d
BLAKE2b-256 9d30f35097e1aaf97700ba62551daaa31e5bf4cf0bc3f86d32d86c9f20e2176a

See more details on using hashes here.

File details

Details for the file Wasserstein-0.3.1-cp35-cp35m-manylinux2010_x86_64.whl.

File metadata

  • Download URL: Wasserstein-0.3.1-cp35-cp35m-manylinux2010_x86_64.whl
  • Upload date:
  • Size: 1.3 MB
  • Tags: CPython 3.5m, manylinux: glibc 2.12+ x86-64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.2.0 pkginfo/1.6.1 requests/2.25.0 setuptools/47.3.1 requests-toolbelt/0.9.1 tqdm/4.51.0 CPython/3.6.10

File hashes

Hashes for Wasserstein-0.3.1-cp35-cp35m-manylinux2010_x86_64.whl
Algorithm Hash digest
SHA256 a6d9ece6d49736a40082e420b2e6e9c4ef1a5373476ac774c05095ad36e9a4ba
MD5 b373cd3c20939b2add75c1e784178021
BLAKE2b-256 fa36fb9dd05671939c84b5f9321f51ca92cea961d64b88766ca13b5459835617

See more details on using hashes here.

File details

Details for the file Wasserstein-0.3.1-cp35-cp35m-macosx_10_9_x86_64.whl.

File metadata

  • Download URL: Wasserstein-0.3.1-cp35-cp35m-macosx_10_9_x86_64.whl
  • Upload date:
  • Size: 414.8 kB
  • Tags: CPython 3.5m, macOS 10.9+ x86-64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.2.0 pkginfo/1.6.1 requests/2.25.0 setuptools/50.3.0 requests-toolbelt/0.9.1 tqdm/4.51.0 CPython/3.9.0

File hashes

Hashes for Wasserstein-0.3.1-cp35-cp35m-macosx_10_9_x86_64.whl
Algorithm Hash digest
SHA256 8986f2560631a0f94cba68b67d425155d0e8883a452378f085d07754010c6f83
MD5 8839fbc3e3ed4d2ed6641e7347534984
BLAKE2b-256 e0ea1b9d5990a1c2c78c1eb4827ad900a3ea0b5c9a90f1295210a013e4346331

See more details on using hashes here.

File details

Details for the file Wasserstein-0.3.1-cp27-cp27mu-manylinux2010_x86_64.whl.

File metadata

  • Download URL: Wasserstein-0.3.1-cp27-cp27mu-manylinux2010_x86_64.whl
  • Upload date:
  • Size: 1.3 MB
  • Tags: CPython 2.7mu, manylinux: glibc 2.12+ x86-64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.2.0 pkginfo/1.6.1 requests/2.25.0 setuptools/47.3.1 requests-toolbelt/0.9.1 tqdm/4.51.0 CPython/3.6.10

File hashes

Hashes for Wasserstein-0.3.1-cp27-cp27mu-manylinux2010_x86_64.whl
Algorithm Hash digest
SHA256 7c10ca10a1843fc4dd65eedf3cd6a45694371514dec76f8f375e86df124eed9e
MD5 7c001c1d495fb934aa23d371d4e1feba
BLAKE2b-256 2d7695de8d02c621e24a73e86709a68219d8b180b0e7b738c907e830c43423f6

See more details on using hashes here.

File details

Details for the file Wasserstein-0.3.1-cp27-cp27m-manylinux2010_x86_64.whl.

File metadata

  • Download URL: Wasserstein-0.3.1-cp27-cp27m-manylinux2010_x86_64.whl
  • Upload date:
  • Size: 1.3 MB
  • Tags: CPython 2.7m, manylinux: glibc 2.12+ x86-64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.2.0 pkginfo/1.6.1 requests/2.25.0 setuptools/47.3.1 requests-toolbelt/0.9.1 tqdm/4.51.0 CPython/3.6.10

File hashes

Hashes for Wasserstein-0.3.1-cp27-cp27m-manylinux2010_x86_64.whl
Algorithm Hash digest
SHA256 be5796680d710f855d4e5265fb42cfbb765e6d95e49bcca4de182b994a9324e9
MD5 16141218080ea4f6ccbea7dccd5f1b85
BLAKE2b-256 758b90bf2ec8a84608d24b69867d0b1d3b73beb98fd67f6df253e8d3612a7819

See more details on using hashes here.

File details

Details for the file Wasserstein-0.3.1-cp27-cp27m-macosx_10_9_x86_64.whl.

File metadata

  • Download URL: Wasserstein-0.3.1-cp27-cp27m-macosx_10_9_x86_64.whl
  • Upload date:
  • Size: 418.0 kB
  • Tags: CPython 2.7m, macOS 10.9+ x86-64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.2.0 pkginfo/1.6.1 requests/2.25.0 setuptools/50.3.0 requests-toolbelt/0.9.1 tqdm/4.51.0 CPython/3.9.0

File hashes

Hashes for Wasserstein-0.3.1-cp27-cp27m-macosx_10_9_x86_64.whl
Algorithm Hash digest
SHA256 34a06a19fe22b01b38faf0eabbb90225f96eafd0563edcb42d77fc5837cdcebe
MD5 109d9d30813f7a3ebf2383eb2b55190a
BLAKE2b-256 3a67b64af398db26c11b95f0dae2b4206e159ad31dd08675033b5cd34bf1de96

See more details on using hashes here.

Supported by

AWS AWS Cloud computing and Security Sponsor Datadog Datadog Monitoring Fastly Fastly CDN Google Google Download Analytics Microsoft Microsoft PSF Sponsor Pingdom Pingdom Monitoring Sentry Sentry Error logging StatusPage StatusPage Status page