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Welcome to the TopoBench wiki! We provide below a brief description of the wiki sections. Please, take a look at the sidebar to navigate through the extra content.
This wiki describes TopoTune framework (fully integrated into TopoBench), which provides easy access to training and testing an entire landscape of graph-based TNNs, new or existing, on any topological domain (paper).
This wiki describes the topological lifting implementations currently available in TopoBench. Most of them are adapted from submissions of the ICML TDL Challenge 2024 (paper | repo).
- Defining GCCNs
- Defining backbone models
- Reproducing experiments
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Graph to Simplicial Complex
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Graph to Cell Complex
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Graph to Hypergraph
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Graph to Combinatorial
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Pointcloud to Graph
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Pointcloud to Simplicial
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Pointcloud to Hypergraph
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Hypergraph to Simplicial
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Hypergraph to Combinatorial