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API to interface with the GraphLog Dataset

Project description

CircleCI PyPI - Python Version Code style: black

GraphLog

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

Installation

QuickStart

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

Experiments

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

Questions

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

Contributing

Please open a Pull Request (PR).

Citation

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

@article{sinha2020graphlog,
  Author = {Koustuv Sinha and Shagun Sodhani and Joelle Pineau and William L. Hamilton},
  Title = {Evaluating Logical Generalization in Graph Neural Networks},
  Year = {2020},
  arxiv = {https://arxiv.org/abs/2003.06560}
}

License

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

Terms of Use

https://opensource.facebook.com/legal/terms

Privacy Policy

https://opensource.facebook.com/legal/privacy

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