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-0.8.57-cp37-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (33.5 MB view details)

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

ensmallen-0.8.57-cp37-abi3-macosx_10_7_x86_64.whl (32.7 MB view details)

Uploaded CPython 3.7+ macOS 10.7+ x86-64

File details

Details for the file ensmallen-0.8.57-cp37-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.

File metadata

File hashes

Hashes for ensmallen-0.8.57-cp37-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm Hash digest
SHA256 e2335349b5abade70b4270522336a07a9d0118a6fe7217b25fba36c0abd58789
MD5 48aa83211262a3cf4075d35532277dc6
BLAKE2b-256 ae110a907d8d938abc801440e04aed3c7f07251c2844e4c048091fc5d8b32abb

See more details on using hashes here.

File details

Details for the file ensmallen-0.8.57-cp37-abi3-macosx_10_7_x86_64.whl.

File metadata

  • Download URL: ensmallen-0.8.57-cp37-abi3-macosx_10_7_x86_64.whl
  • Upload date:
  • Size: 32.7 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-0.8.57-cp37-abi3-macosx_10_7_x86_64.whl
Algorithm Hash digest
SHA256 15448543c329a86b7598c316b045ca1976e5ba4e22c34e008dc691b901bd1fe4
MD5 cfe4de6f3abe2269f0c062be077c7e53
BLAKE2b-256 1b008c6a91ddead097eab27a6ec35ca9fd72d62ffad13e7bdf6428426d6fdabb

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