Skip to main content

API to interface with the GraphLog Dataset

Project description

CircleCI PyPI - Python Version Code style: black


API to interface with the GraphLog Dataset. GraphLog is a multi-purpose, multi-relational graph dataset built using rules grounded in first-order logic.

Homepage | Paper | API Docs



Check out the notebooks on Basic Usage and Advanced Usage to quickly start playing with GraphLog.

Dev Setup

  • pip install -e ".[dev]"
  • Install pre-commit hooks pre-commit install
  • The code is linted using:
    • black
    • flake8
    • mypy
  • All the tests can be run locally using nox


Code for experiments used in our paper are available in experiments/ folder.


  • If you have questions, open an Issue
  • Or, join our Slack channel and post your questions / comments!
  • To contribute, open a Pull Request (PR)


Please open a Pull Request (PR).


If our work is useful for your research, consider citing it using the following bibtex:

  Author = {Koustuv Sinha and Shagun Sodhani and Joelle Pineau and William L. Hamilton},
  Title = {Evaluating Logical Generalization in Graph Neural Networks},
  Year = {2020},
  arxiv = {}


CC-BY-NC 4.0 (Attr Non-Commercial Inter.)

Terms of Use

Privacy Policy

Project details

Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Files for graphlog, version 1.0.0
Filename, size File type Python version Upload date Hashes
Filename, size graphlog-1.0.0-py3-none-any.whl (19.2 kB) File type Wheel Python version py3 Upload date Hashes View
Filename, size graphlog-1.0.0.tar.gz (12.5 kB) File type Source Python version None Upload date Hashes View

Supported by

AWS AWS Cloud computing Datadog Datadog Monitoring DigiCert DigiCert EV certificate Facebook / Instagram Facebook / Instagram PSF Sponsor Fastly Fastly CDN Google Google Object Storage and Download Analytics Microsoft Microsoft PSF Sponsor Pingdom Pingdom Monitoring Salesforce Salesforce PSF Sponsor Sentry Sentry Error logging StatusPage StatusPage Status page