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-0.8.31-cp37-abi3-manylinux_2_12_x86_64.manylinux2010_x86_64.whl (20.0 MB view details)

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

ensmallen-0.8.31-cp37-abi3-macosx_11_0_arm64.whl (11.8 MB view details)

Uploaded CPython 3.7+ macOS 11.0+ ARM64

ensmallen-0.8.31-cp37-abi3-macosx_10_7_x86_64.whl (18.9 MB view details)

Uploaded CPython 3.7+ macOS 10.7+ x86-64

File details

Details for the file ensmallen-0.8.31-cp37-abi3-manylinux_2_12_x86_64.manylinux2010_x86_64.whl.

File metadata

File hashes

Hashes for ensmallen-0.8.31-cp37-abi3-manylinux_2_12_x86_64.manylinux2010_x86_64.whl
Algorithm Hash digest
SHA256 14fb38c60c96193666285d8e141bdc71a4d9ba50fb65f16e5dc564ce116eefae
MD5 81931d24c85db76a4db239c979773a15
BLAKE2b-256 af1cd98710f10f9dd5aeaadb7c5828bd1b628bdadf03aca2655c21c9b997d223

See more details on using hashes here.

Provenance

File details

Details for the file ensmallen-0.8.31-cp37-abi3-macosx_11_0_arm64.whl.

File metadata

  • Download URL: ensmallen-0.8.31-cp37-abi3-macosx_11_0_arm64.whl
  • Upload date:
  • Size: 11.8 MB
  • Tags: CPython 3.7+, macOS 11.0+ ARM64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.4.2 importlib_metadata/4.11.3 pkginfo/1.7.1 requests/2.20.0 requests-toolbelt/0.9.1 tqdm/4.64.0 CPython/3.7.13

File hashes

Hashes for ensmallen-0.8.31-cp37-abi3-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 76b12dcff3529bdd6cf6ead21fdb4f62436189a32d3fb672b733fb0525978d88
MD5 e455ab6d78b985fabef5846c6bc573e5
BLAKE2b-256 bc37627ed75b7beb1d32f09bf5c9e083e5644dd42c855491be8f5f937996f3f8

See more details on using hashes here.

Provenance

File details

Details for the file ensmallen-0.8.31-cp37-abi3-macosx_10_7_x86_64.whl.

File metadata

  • Download URL: ensmallen-0.8.31-cp37-abi3-macosx_10_7_x86_64.whl
  • Upload date:
  • Size: 18.9 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-0.8.31-cp37-abi3-macosx_10_7_x86_64.whl
Algorithm Hash digest
SHA256 9239a4acc466f5645b50be9fc13d8da5cffe73b87ce4fc1f1c58108d93111685
MD5 b548725a42ce482429d8250cec8ff8f1
BLAKE2b-256 fd3e58167f785fe3fad9eb05acfd00d1dec188ae36c8bb37f6ff85ba1c90db13

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