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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 = {}


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