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-0.8.69-cp37-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (36.7 MB view details)

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

ensmallen-0.8.69-cp37-abi3-macosx_11_0_arm64.whl (18.1 MB view details)

Uploaded CPython 3.7+ macOS 11.0+ ARM64

ensmallen-0.8.69-cp37-abi3-macosx_10_7_x86_64.whl (35.2 MB view details)

Uploaded CPython 3.7+ macOS 10.7+ x86-64

File details

Details for the file ensmallen-0.8.69-cp37-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.

File metadata

File hashes

Hashes for ensmallen-0.8.69-cp37-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm Hash digest
SHA256 80fde36a0520856e1d2ffb55586c0bb3f37e2443c05df2feb0aa14161e2765ae
MD5 a0f279267099abef9a6d343b475816bf
BLAKE2b-256 e52510bd359d41e486af244956ff510056a694b547e14f3deff01ce5dc664ba2

See more details on using hashes here.

Provenance

File details

Details for the file ensmallen-0.8.69-cp37-abi3-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for ensmallen-0.8.69-cp37-abi3-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 03cb4adaa0076772753f70b3c41226d736efb3d9239172c36cbd653b6f22ee3e
MD5 203441ab1df09db2cb3e0ec718d11406
BLAKE2b-256 c4ef2c6b3500c23912768b0b44c5c508eac91eaa18cb2094b7a01dcf62156d43

See more details on using hashes here.

Provenance

File details

Details for the file ensmallen-0.8.69-cp37-abi3-macosx_10_7_x86_64.whl.

File metadata

  • Download URL: ensmallen-0.8.69-cp37-abi3-macosx_10_7_x86_64.whl
  • Upload date:
  • Size: 35.2 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-0.8.69-cp37-abi3-macosx_10_7_x86_64.whl
Algorithm Hash digest
SHA256 da00cf6030ce6d4c0e955f3cd223b1230c262285d2e2176bc251fd97e3cc38d8
MD5 cf755a01c71462974f83f63459a4c816
BLAKE2b-256 82b160d8ad48df6ac14eaaa15bad8f7c43724fca99529282fef4d0aa98ba91b1

See more details on using hashes here.

Provenance

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