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-0.8.35-cp37-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (20.2 MB view details)

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

ensmallen-0.8.35-cp37-abi3-macosx_10_7_x86_64.whl (19.8 MB view details)

Uploaded CPython 3.7+ macOS 10.7+ x86-64

File details

Details for the file ensmallen-0.8.35-cp37-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.

File metadata

File hashes

Hashes for ensmallen-0.8.35-cp37-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm Hash digest
SHA256 ed4509f2cdb8e1c8c08f0aced08dd247261ef70ea486549b316d9f697ce92fd6
MD5 920869249ecb9a33254396d33bf769b8
BLAKE2b-256 915661aeec9ea9a16c7470f173c8af294dd44129d813d1396bf11e7dedd8fc0a

See more details on using hashes here.

Provenance

File details

Details for the file ensmallen-0.8.35-cp37-abi3-macosx_10_7_x86_64.whl.

File metadata

  • Download URL: ensmallen-0.8.35-cp37-abi3-macosx_10_7_x86_64.whl
  • Upload date:
  • Size: 19.8 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-0.8.35-cp37-abi3-macosx_10_7_x86_64.whl
Algorithm Hash digest
SHA256 3f79f0b852118d4ee5db595a49daced2b3b35250c45ff8beb386de1d32ebaaf1
MD5 e655011622b519d3833529f48d3e595e
BLAKE2b-256 b8449e0719e848eb2e79484916bb607c3914ae35a0601694e74b75eeba4d8c7f

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