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-0.8.84-cp37-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (35.7 MB view details)

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

ensmallen-0.8.84-cp37-abi3-macosx_10_7_x86_64.whl (37.4 MB view details)

Uploaded CPython 3.7+ macOS 10.7+ x86-64

File details

Details for the file ensmallen-0.8.84-cp37-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.

File metadata

File hashes

Hashes for ensmallen-0.8.84-cp37-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm Hash digest
SHA256 b1bd66775302f85e52756e8c5cbd863e33fe20477b3fd5993ae4e5b4c4d252f9
MD5 ad95b388aa14b5c0297531ff3da7638a
BLAKE2b-256 006bb8cfa170355ec131b5e0b4a4df8dd1941041a4b30d184b6e7cf4490b1625

See more details on using hashes here.

File details

Details for the file ensmallen-0.8.84-cp37-abi3-macosx_10_7_x86_64.whl.

File metadata

  • Download URL: ensmallen-0.8.84-cp37-abi3-macosx_10_7_x86_64.whl
  • Upload date:
  • Size: 37.4 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-0.8.84-cp37-abi3-macosx_10_7_x86_64.whl
Algorithm Hash digest
SHA256 81bdee401c5d65c0fb3768cdab53b33b79c8137caf219ce31bd31007efd06eea
MD5 90d1b4c9626af9cdf7cd8bddbccc854c
BLAKE2b-256 0208af5c0582dda2b222a237c7df0c6260f559875f56df7084e2bdc18b022156

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