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

Python/C++ library for computing Wasserstein distances efficiently

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

0.3.1

0.3.0

This version

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-0.2.0.tar.gz (287.4 kB view details)

Uploaded Source

Built Distributions

Wasserstein-0.2.0-cp38-cp38-win_amd64.whl (163.3 kB view details)

Uploaded CPython 3.8 Windows x86-64

Wasserstein-0.2.0-cp38-cp38-manylinux2010_x86_64.whl (1.3 MB view details)

Uploaded CPython 3.8 manylinux: glibc 2.12+ x86-64

Wasserstein-0.2.0-cp38-cp38-macosx_10_9_x86_64.whl (380.3 kB view details)

Uploaded CPython 3.8 macOS 10.9+ x86-64

Wasserstein-0.2.0-cp37-cp37m-win_amd64.whl (163.2 kB view details)

Uploaded CPython 3.7m Windows x86-64

Wasserstein-0.2.0-cp37-cp37m-manylinux2010_x86_64.whl (1.3 MB view details)

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

Wasserstein-0.2.0-cp37-cp37m-macosx_10_9_x86_64.whl (379.9 kB view details)

Uploaded CPython 3.7m macOS 10.9+ x86-64

Wasserstein-0.2.0-cp36-cp36m-win_amd64.whl (163.2 kB view details)

Uploaded CPython 3.6m Windows x86-64

Wasserstein-0.2.0-cp36-cp36m-manylinux2010_x86_64.whl (1.3 MB view details)

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

Wasserstein-0.2.0-cp36-cp36m-macosx_10_9_x86_64.whl (379.9 kB view details)

Uploaded CPython 3.6m macOS 10.9+ x86-64

Wasserstein-0.2.0-cp35-cp35m-win_amd64.whl (163.2 kB view details)

Uploaded CPython 3.5m Windows x86-64

Wasserstein-0.2.0-cp35-cp35m-manylinux2010_x86_64.whl (1.3 MB view details)

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

Wasserstein-0.2.0-cp35-cp35m-macosx_10_9_x86_64.whl (378.2 kB view details)

Uploaded CPython 3.5m macOS 10.9+ x86-64

Wasserstein-0.2.0-cp27-cp27mu-manylinux2010_x86_64.whl (1.3 MB view details)

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

Wasserstein-0.2.0-cp27-cp27m-manylinux2010_x86_64.whl (1.3 MB view details)

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

Wasserstein-0.2.0-cp27-cp27m-macosx_10_9_x86_64.whl (380.2 kB view details)

Uploaded CPython 2.7m macOS 10.9+ x86-64

File details

Details for the file Wasserstein-0.2.0.tar.gz.

File metadata

  • Download URL: Wasserstein-0.2.0.tar.gz
  • Upload date:
  • Size: 287.4 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.2.0 pkginfo/1.5.0.1 requests/2.24.0 setuptools/47.3.1 requests-toolbelt/0.9.1 tqdm/4.48.2 CPython/3.6.10

File hashes

Hashes for Wasserstein-0.2.0.tar.gz
Algorithm Hash digest
SHA256 8dcc63f746f26833033da8a1ecfbdcc9ba1ed3c3aa792aad8a557762a77a210d
MD5 a8fb761e0a460046b4f3a36bdf68416c
BLAKE2b-256 0fed39eed4e6a7e487bdac2a1e4470b3404531df114ea889fd70da5ecaf171b7

See more details on using hashes here.

File details

Details for the file Wasserstein-0.2.0-cp38-cp38-win_amd64.whl.

File metadata

  • Download URL: Wasserstein-0.2.0-cp38-cp38-win_amd64.whl
  • Upload date:
  • Size: 163.3 kB
  • Tags: CPython 3.8, Windows x86-64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.2.0 pkginfo/1.5.0.1 requests/2.24.0 setuptools/41.2.0 requests-toolbelt/0.9.1 tqdm/4.48.2 CPython/3.8.3

File hashes

Hashes for Wasserstein-0.2.0-cp38-cp38-win_amd64.whl
Algorithm Hash digest
SHA256 0d1c649f76793c4319fceaedc0a0f918941825329f3d2caf2dd8faddba16ee71
MD5 612c87d0e7a566ac7ea2dd763bf6d158
BLAKE2b-256 e7bf47ab772d044a1b96191c2491e9ee154704a8b3838673df43e6d7bed8d383

See more details on using hashes here.

File details

Details for the file Wasserstein-0.2.0-cp38-cp38-manylinux2010_x86_64.whl.

File metadata

  • Download URL: Wasserstein-0.2.0-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/1.5.0.1 requests/2.24.0 setuptools/47.3.1 requests-toolbelt/0.9.1 tqdm/4.48.2 CPython/3.6.10

File hashes

Hashes for Wasserstein-0.2.0-cp38-cp38-manylinux2010_x86_64.whl
Algorithm Hash digest
SHA256 4b64c686704758e63624930c5270426f1210c4f89a83b56915a552ae110af54c
MD5 83b7381d0b7b8bc2c92a6214c507ef39
BLAKE2b-256 dad56f6cddf21d2a2cce3a9585439e73af0d2fda88d929e2b01eac4bebf10c0e

See more details on using hashes here.

File details

Details for the file Wasserstein-0.2.0-cp38-cp38-macosx_10_9_x86_64.whl.

File metadata

  • Download URL: Wasserstein-0.2.0-cp38-cp38-macosx_10_9_x86_64.whl
  • Upload date:
  • Size: 380.3 kB
  • Tags: CPython 3.8, macOS 10.9+ x86-64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.2.0 pkginfo/1.5.0.1 requests/2.24.0 setuptools/46.4.0 requests-toolbelt/0.9.1 tqdm/4.48.2 CPython/3.8.4

File hashes

Hashes for Wasserstein-0.2.0-cp38-cp38-macosx_10_9_x86_64.whl
Algorithm Hash digest
SHA256 88c625d0364596657375a2ef43af4bdd5b5efb29a62efb987f3a72361472f08d
MD5 f5800f29e49b8164d0d5b43fae9c116d
BLAKE2b-256 ba78aeb64bae2a3bfb5148b35243c861bb157f601abb27dcbb89e90268b45c05

See more details on using hashes here.

File details

Details for the file Wasserstein-0.2.0-cp37-cp37m-win_amd64.whl.

File metadata

  • Download URL: Wasserstein-0.2.0-cp37-cp37m-win_amd64.whl
  • Upload date:
  • Size: 163.2 kB
  • Tags: CPython 3.7m, Windows x86-64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.2.0 pkginfo/1.5.0.1 requests/2.24.0 setuptools/41.2.0 requests-toolbelt/0.9.1 tqdm/4.48.2 CPython/3.8.3

File hashes

Hashes for Wasserstein-0.2.0-cp37-cp37m-win_amd64.whl
Algorithm Hash digest
SHA256 ff70cf72c6fb6f413897fe43c7ee5c34dd799f8a78af4cd6f3c20fe3c134c5fe
MD5 3b861a0c30e1a60e6a68429de6940ef3
BLAKE2b-256 04c631473a0b84345cf4421e574b913e6200209c05919f431e07f3f5e5126de0

See more details on using hashes here.

File details

Details for the file Wasserstein-0.2.0-cp37-cp37m-manylinux2010_x86_64.whl.

File metadata

  • Download URL: Wasserstein-0.2.0-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/1.5.0.1 requests/2.24.0 setuptools/47.3.1 requests-toolbelt/0.9.1 tqdm/4.48.2 CPython/3.6.10

File hashes

Hashes for Wasserstein-0.2.0-cp37-cp37m-manylinux2010_x86_64.whl
Algorithm Hash digest
SHA256 bf174fb9779e28fb5b6a8cb3a8b5b4340e2a7191303996f26739560012f23eff
MD5 d104476283ef1753fcf41dbfddfd418e
BLAKE2b-256 ecfc00f111dbfcd52ad214ac9352863f05086a1e3a37023ac6337bd0c451f143

See more details on using hashes here.

File details

Details for the file Wasserstein-0.2.0-cp37-cp37m-macosx_10_9_x86_64.whl.

File metadata

  • Download URL: Wasserstein-0.2.0-cp37-cp37m-macosx_10_9_x86_64.whl
  • Upload date:
  • Size: 379.9 kB
  • Tags: CPython 3.7m, macOS 10.9+ x86-64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.2.0 pkginfo/1.5.0.1 requests/2.24.0 setuptools/46.4.0 requests-toolbelt/0.9.1 tqdm/4.48.2 CPython/3.8.4

File hashes

Hashes for Wasserstein-0.2.0-cp37-cp37m-macosx_10_9_x86_64.whl
Algorithm Hash digest
SHA256 f41335cd17f9090263c434afad2492c079fd69e36627ea70abaf57efb4048bcd
MD5 373d10967c24d3210074a17a91db2db7
BLAKE2b-256 258bbbd6a49e9bf178f178f6a166793408a21a33a4bd5bf6b5a5bae74e5ce933

See more details on using hashes here.

File details

Details for the file Wasserstein-0.2.0-cp36-cp36m-win_amd64.whl.

File metadata

  • Download URL: Wasserstein-0.2.0-cp36-cp36m-win_amd64.whl
  • Upload date:
  • Size: 163.2 kB
  • Tags: CPython 3.6m, Windows x86-64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.2.0 pkginfo/1.5.0.1 requests/2.24.0 setuptools/41.2.0 requests-toolbelt/0.9.1 tqdm/4.48.2 CPython/3.8.3

File hashes

Hashes for Wasserstein-0.2.0-cp36-cp36m-win_amd64.whl
Algorithm Hash digest
SHA256 c1550f316a21e3dd00a60ec1e2b9219d8a2389d2e66cb0ea724961c40d3d46b2
MD5 045d210ffa57d642581c09f84dc01105
BLAKE2b-256 1eb7b0a9a8c4a41edd78900f253227954aee9ec4c1790cc41d42624b3159ee3f

See more details on using hashes here.

File details

Details for the file Wasserstein-0.2.0-cp36-cp36m-manylinux2010_x86_64.whl.

File metadata

  • Download URL: Wasserstein-0.2.0-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/1.5.0.1 requests/2.24.0 setuptools/47.3.1 requests-toolbelt/0.9.1 tqdm/4.48.2 CPython/3.6.10

File hashes

Hashes for Wasserstein-0.2.0-cp36-cp36m-manylinux2010_x86_64.whl
Algorithm Hash digest
SHA256 337ad4489982ec17e91ed91dbbcbc8090d14d61fea50ab21fb6204b40fa124f3
MD5 01ff7d464d6be71301db3ebc370d8bb7
BLAKE2b-256 e788fa20d3b51330b69b356f0ca8cc2e91784a1d8a92e0a8126ed43db50ce342

See more details on using hashes here.

File details

Details for the file Wasserstein-0.2.0-cp36-cp36m-macosx_10_9_x86_64.whl.

File metadata

  • Download URL: Wasserstein-0.2.0-cp36-cp36m-macosx_10_9_x86_64.whl
  • Upload date:
  • Size: 379.9 kB
  • Tags: CPython 3.6m, macOS 10.9+ x86-64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.2.0 pkginfo/1.5.0.1 requests/2.24.0 setuptools/46.4.0 requests-toolbelt/0.9.1 tqdm/4.48.2 CPython/3.8.4

File hashes

Hashes for Wasserstein-0.2.0-cp36-cp36m-macosx_10_9_x86_64.whl
Algorithm Hash digest
SHA256 fb17c999ed44b821183b0d06ec360205ba67dd68055f9e0698d6c800a06eb129
MD5 5347e0d755dcef4fec9c2f9c09fc37c9
BLAKE2b-256 783fd5ba41d789e3616e518a598d439a1937488387b609ddf777392f5233a320

See more details on using hashes here.

File details

Details for the file Wasserstein-0.2.0-cp35-cp35m-win_amd64.whl.

File metadata

  • Download URL: Wasserstein-0.2.0-cp35-cp35m-win_amd64.whl
  • Upload date:
  • Size: 163.2 kB
  • Tags: CPython 3.5m, Windows x86-64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.2.0 pkginfo/1.5.0.1 requests/2.24.0 setuptools/41.2.0 requests-toolbelt/0.9.1 tqdm/4.48.2 CPython/3.8.3

File hashes

Hashes for Wasserstein-0.2.0-cp35-cp35m-win_amd64.whl
Algorithm Hash digest
SHA256 bb38ac13007a81bb905dd76f052b4b1563c5f20c7a638b1cff370301a32e1401
MD5 f392e92ce9a8efe5ec0525592bc356c1
BLAKE2b-256 012d6fe63cfb5557e7edab691f7dd105f7a064851e105569e8bc004d5995b83a

See more details on using hashes here.

File details

Details for the file Wasserstein-0.2.0-cp35-cp35m-manylinux2010_x86_64.whl.

File metadata

  • Download URL: Wasserstein-0.2.0-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/1.5.0.1 requests/2.24.0 setuptools/47.3.1 requests-toolbelt/0.9.1 tqdm/4.48.2 CPython/3.6.10

File hashes

Hashes for Wasserstein-0.2.0-cp35-cp35m-manylinux2010_x86_64.whl
Algorithm Hash digest
SHA256 1e53e21633807bfe4ea7790f650dbcf5dc8d37289d9158533cd52c105cd9b735
MD5 359d8e1c2958bb90cdfc685fb7165bc9
BLAKE2b-256 efff6cfb6c7b055bd2af953b54cfe4dddf242537cdbdd07e6fc05e1aa9a19e5c

See more details on using hashes here.

File details

Details for the file Wasserstein-0.2.0-cp35-cp35m-macosx_10_9_x86_64.whl.

File metadata

  • Download URL: Wasserstein-0.2.0-cp35-cp35m-macosx_10_9_x86_64.whl
  • Upload date:
  • Size: 378.2 kB
  • Tags: CPython 3.5m, macOS 10.9+ x86-64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.2.0 pkginfo/1.5.0.1 requests/2.24.0 setuptools/46.4.0 requests-toolbelt/0.9.1 tqdm/4.48.2 CPython/3.8.4

File hashes

Hashes for Wasserstein-0.2.0-cp35-cp35m-macosx_10_9_x86_64.whl
Algorithm Hash digest
SHA256 20aba0b21da7d4db3c976e9aa1aaf02690436f5fdf188c5c16ee1ed5e214953e
MD5 2ebff6d04a971394cf82ae2272c8d0c6
BLAKE2b-256 3530045ff1fd3a621db826347c5849a983dfc634ce9783d011c70db92237254d

See more details on using hashes here.

File details

Details for the file Wasserstein-0.2.0-cp27-cp27mu-manylinux2010_x86_64.whl.

File metadata

  • Download URL: Wasserstein-0.2.0-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/1.5.0.1 requests/2.24.0 setuptools/47.3.1 requests-toolbelt/0.9.1 tqdm/4.48.2 CPython/3.6.10

File hashes

Hashes for Wasserstein-0.2.0-cp27-cp27mu-manylinux2010_x86_64.whl
Algorithm Hash digest
SHA256 c9022be0a13c9e48e577e2cd1eb395e98e02056652476ee0f97192da628738fe
MD5 52299fe0c94b779772dbde8b2c932217
BLAKE2b-256 01ba21591d1fac1270556bae0314c14bf12f3da2e487a897cf7776954a0d6ddf

See more details on using hashes here.

File details

Details for the file Wasserstein-0.2.0-cp27-cp27m-manylinux2010_x86_64.whl.

File metadata

  • Download URL: Wasserstein-0.2.0-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/1.5.0.1 requests/2.24.0 setuptools/47.3.1 requests-toolbelt/0.9.1 tqdm/4.48.2 CPython/3.6.10

File hashes

Hashes for Wasserstein-0.2.0-cp27-cp27m-manylinux2010_x86_64.whl
Algorithm Hash digest
SHA256 6d9e81dba3ff831d9f1e40bd7c6fde4869a1545c150d5aedc2a43aefe81a0a0f
MD5 ca44f43f3dd8cdbadee2a77d817aedf3
BLAKE2b-256 3b3e6145996978aab593c1165d9f0904710512385b5455b09126425bc7307fc7

See more details on using hashes here.

File details

Details for the file Wasserstein-0.2.0-cp27-cp27m-macosx_10_9_x86_64.whl.

File metadata

  • Download URL: Wasserstein-0.2.0-cp27-cp27m-macosx_10_9_x86_64.whl
  • Upload date:
  • Size: 380.2 kB
  • Tags: CPython 2.7m, macOS 10.9+ x86-64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.2.0 pkginfo/1.5.0.1 requests/2.24.0 setuptools/46.4.0 requests-toolbelt/0.9.1 tqdm/4.48.2 CPython/3.8.4

File hashes

Hashes for Wasserstein-0.2.0-cp27-cp27m-macosx_10_9_x86_64.whl
Algorithm Hash digest
SHA256 7a4f07fb76f6d64cbf80cee636e129f43f545519855de8a0f303acc0f602445b
MD5 546487e7b5ebcaf4a0cd95556dd463c1
BLAKE2b-256 7582785aaba3f5e504cd0a933f6e7f4346bbea27a0ce9650733ae9500c73defe

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