Skip to main content

🍇 Ensmallen is the Rust/Python high-performance graph processing submodule of the GRAPE library.

Project description

Pypi project Pypi total project downloads Rust Nightly Supported Python versions License DOI Documentation Tutorials Telegram Group Discord Server Twitter

Ensmallen is the Rust/Python high-performance graph processing submodule of the 🍇 GRAPE library.

How to install Ensmallen

To install the complete GraPE library, do run:

pip install grape

Instead, to exclusively install the Ensmallen package, you can run:

pip install ensmallen

Compiling the wheels

See this page to compile the bindings yourself.

Contributing

Please refer to the CONTRIBUTING.md file.

Cite GraPE

Please cite the following paper if it was useful for your research:

@misc{cappelletti2021grape,
  title={GraPE: fast and scalable Graph Processing and Embedding},
  author={Luca Cappelletti and Tommaso Fontana and Elena Casiraghi and Vida Ravanmehr and Tiffany J. Callahan and Marcin P. Joachimiak and Christopher J. Mungall and Peter N. Robinson and Justin Reese and Giorgio Valentini},
  year={2021},
  eprint={2110.06196},
  archivePrefix={arXiv},
  primaryClass={cs.LG}
}

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 Distributions

No source distribution files available for this release.See tutorial on generating distribution archives.

Built Distributions

ensmallen-0.8.42-cp37-abi3-win_amd64.whl (20.9 MB view details)

Uploaded CPython 3.7+ Windows x86-64

ensmallen-0.8.42-cp37-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (20.4 MB view details)

Uploaded CPython 3.7+ manylinux: glibc 2.17+ x86-64

ensmallen-0.8.42-cp37-abi3-macosx_10_7_x86_64.whl (20.3 MB view details)

Uploaded CPython 3.7+ macOS 10.7+ x86-64

File details

Details for the file ensmallen-0.8.42-cp37-abi3-win_amd64.whl.

File metadata

  • Download URL: ensmallen-0.8.42-cp37-abi3-win_amd64.whl
  • Upload date:
  • Size: 20.9 MB
  • Tags: CPython 3.7+, Windows x86-64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.8.0 pkginfo/1.8.2 readme-renderer/34.0 requests/2.27.1 requests-toolbelt/0.9.1 urllib3/1.26.9 tqdm/4.63.1 importlib-metadata/4.8.3 keyring/23.4.1 rfc3986/1.5.0 colorama/0.4.4 CPython/3.6.6

File hashes

Hashes for ensmallen-0.8.42-cp37-abi3-win_amd64.whl
Algorithm Hash digest
SHA256 52f50cee99f24328f1351284957209ef4e9a95a66658e86f6e5cad517bfcb9fe
MD5 e969762e6145513c3b48cc99fa27985b
BLAKE2b-256 17f1cd1b969e231912c2d8f0da5c4dbb1f3757d8c13ac82124b79b8645d300d1

See more details on using hashes here.

File details

Details for the file ensmallen-0.8.42-cp37-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.

File metadata

File hashes

Hashes for ensmallen-0.8.42-cp37-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm Hash digest
SHA256 9fba2f491cac77bd8dade8ee961002ce94a99dd89c04a56b721e6851f312d6a7
MD5 fa40890f114eb8ee0093f9d9aa6ad083
BLAKE2b-256 557bc0dbef626a159efafc1ba559cab8753bc61002963bd833e9f3ddaae092b8

See more details on using hashes here.

File details

Details for the file ensmallen-0.8.42-cp37-abi3-macosx_10_7_x86_64.whl.

File metadata

  • Download URL: ensmallen-0.8.42-cp37-abi3-macosx_10_7_x86_64.whl
  • Upload date:
  • Size: 20.3 MB
  • Tags: CPython 3.7+, macOS 10.7+ x86-64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.8.0 pkginfo/1.8.2 readme-renderer/34.0 requests/2.27.1 requests-toolbelt/0.9.1 urllib3/1.26.9 tqdm/4.63.1 importlib-metadata/4.11.3 keyring/23.5.0 rfc3986/2.0.0 colorama/0.4.4 CPython/3.7.9

File hashes

Hashes for ensmallen-0.8.42-cp37-abi3-macosx_10_7_x86_64.whl
Algorithm Hash digest
SHA256 8107380ab1dbc9ad001165a56276e563ca29e3167bf80d55764e7af608398fee
MD5 4a5fc18f0b55c2f804182b4e0e905115
BLAKE2b-256 c5506981b78ffb81f337752f337ea496687a15ee7a6f9c83354f11dc892b79b5

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