API to interface with the GraphLog Dataset. GraphLog is a multi-purpose, multi-relational graph dataset built using rules grounded in first-order logic.
- Supported Python Version: 3.6+
- Install PyTorch from https://pytorch.org/get-started/locally/
- Install pytorch-geometric (and other dependencies) from https://github.com/rusty1s/pytorch_geometric#installation. Make sure that cpu/cuda versions for pytorch and pytorch-geometric etc matches.
pip install graphlog
Check out the notebooks on Basic Usage and Advanced Usage to quickly start playing with GraphLog.
pip install -e ".[dev]"- Install pre-commit hooks
pre-commit install - The code is linted using:
blackflake8mypy
- All the tests can be run locally using
nox
Please open an Issue!
Please open a Pull Request (PR).
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}
}
CC-BY-NC 4.0 (Attr Non-Commercial Inter.)