chaitjo/geometric-gnn-dojo

Geometric GNN Dojo provides unified implementations and experiments to explore the design space of Geometric Graph Neural Networks.

Jupyter NotebookPythonpytorchgraph-isomorphismgeometric-deep-learninggraph-neural-networkspytorch-geometricequivariancegeometric-graphsequivariant-networkse3nn
This is stars and forks stats for /chaitjo/geometric-gnn-dojo repository. As of 02 May, 2024 this repository has 342 stars and 34 forks.

⚔️ Geometric GNN Dojo Geometric GNN Dojo is a pedagogical resource for beginners and experts to explore the design space of Graph Neural Networks for geometric graphs. Check out the accompanying paper 'On the Expressive Power of Geometric Graph Neural Networks', which studies the expressivity and theoretical limits of geometric GNNs. Chaitanya K. Joshi*, Cristian Bodnar*, Simon V. Mathis, Taco Cohen, and Pietro Liò. On the Expressive Power of Geometric Graph Neural Networks. International Conference...
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