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-0.8.19-cp37-abi3-manylinux_2_12_x86_64.manylinux2010_x86_64.whl (19.3 MB view details)

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

ensmallen-0.8.19-cp37-abi3-macosx_10_7_x86_64.whl (18.5 MB view details)

Uploaded CPython 3.7+ macOS 10.7+ x86-64

File details

Details for the file ensmallen-0.8.19-cp37-abi3-manylinux_2_12_x86_64.manylinux2010_x86_64.whl.

File metadata

File hashes

Hashes for ensmallen-0.8.19-cp37-abi3-manylinux_2_12_x86_64.manylinux2010_x86_64.whl
Algorithm Hash digest
SHA256 debd32535ea1a91e37e036f25ed9b6908bfb2783991bbbf6a91c7ed60656a38c
MD5 2f80fdabd38cb08a879769ea3ee22169
BLAKE2b-256 6ca4a6c84cc217a87bbb52979c3e7d49380cee4aaa7bdc106b2f672583cade9c

See more details on using hashes here.

File details

Details for the file ensmallen-0.8.19-cp37-abi3-macosx_10_7_x86_64.whl.

File metadata

  • Download URL: ensmallen-0.8.19-cp37-abi3-macosx_10_7_x86_64.whl
  • Upload date:
  • Size: 18.5 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-0.8.19-cp37-abi3-macosx_10_7_x86_64.whl
Algorithm Hash digest
SHA256 9470fe9bd9d63a8c9bfb46cc65286bace718212ea01a2cfe41cf70932aa91e8a
MD5 aa1734ab95b72babbc348407b3e6f79d
BLAKE2b-256 72f5f3b836374bc3ddbd1490524f10248170982e3f86e7e84ec5463ecd82735d

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