TopoBenchmarkX: A Modular Open-Source Library Designed to Standardize Benchmarking and Accelerate Research in Topological Deep Learning (TDL)

Topological Deep Learning (TDL) advances beyond traditional GNNs by modeling complex multi-way relationships, unlike GNNs that only capture pairwise interactions. This capability is critical for understanding complex systems like social networks and protein interactions. Topological Neural Networks (TNNs), a subset of TDL, excel in handling higher-order relational data and have shown superior performance in various […]

The post TopoBenchmarkX: A Modular Open-Source Library Designed to Standardize Benchmarking and Accelerate Research in Topological Deep Learning (TDL) appeared first on MarkTechPost.

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