Learning From Simplicial Data Based on Random Walks and 1D Convolutions

OpenReview(https://openreview.net/forum?id=OsGUnYOzii)

@inproceedings{Frantzen:2023,
    title={{Learning From Simplicial Data Based on Random Walks and 1D Convolutions}},
    author={Florian Frantzen and Michael T. Schaub},
    booktitle={The Twelfth International Conference on Learning Representations},
    year={2024},
    url={https://openreview.net/forum?id=OsGUnYOzii}
}

Requirements

• Python 3.10 or higher
• For package requirements, see pyproject.toml

Use the provided installation script install.sh to install all requirements. If desired, change the CUDA variable at the top of the script according to your system.

Note: TopoNetX and TopoModelX are installed from source as there are no public releases yet.