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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.

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

Questions

Please open an Issue!

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 = {}
}

Licence

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

Project details


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