KaroliShp / CatGNNLinks
Prototype for a Category Theory-based GNN Library
☆14Updated 3 years ago
Alternatives and similar repositories for CatGNN
Users that are interested in CatGNN are comparing it to the libraries listed below
Sorting:
- Understanding and Extending Subgraph GNNs by Rethinking their Symmetries (NeurIPS 2022 Oral)☆41Updated 2 years ago
- ☆120Updated last year
- Message Passing Neural Networks for Simplicial and Cell Complexes☆163Updated 2 years ago
- ☆77Updated last year
- Official code for the paper `Neural Algorithmic Reasoning for Combinatorial Optimisation`☆17Updated last year
- Simplicial neural networks (SNNs), a generalization of graph neural networks to data that live on a class of topological spaces called si…☆79Updated 4 years ago
- Equivariant Subgraph Aggregation Networks (ICLR 2022 Spotlight)☆89Updated 2 years ago
- Representation Learning on Topological Domains☆81Updated this week
- This repository holds code and other relevant files for the Learning on Graphs 2022 tutorial "Graph Rewiring: From Theory to Applications…☆54Updated 2 years ago
- Sheaves library for graph abstractions based on NetworkX☆15Updated 6 years ago
- ☆174Updated last year
- Topological Graph Neural Networks (ICLR 2022)☆123Updated 3 years ago
- ☆40Updated 2 years ago
- Official repository for the Topological Deep Learning Challenge 2024, organized by TAG-DS & PyT-Team and hosted by GRaM Workshop @ ICML 2…☆38Updated 4 months ago
- Graph Positional and Structural Encoder☆51Updated 5 months ago
- Code for our paper "Attending to Graph Transformers"☆88Updated last year
- A collection of papers studying/improving the expressiveness of graph neural networks (GNNs)☆126Updated last year
- Measuring generalization properties of graph neural networks☆15Updated 2 years ago
- Long Range Graph Benchmark, NeurIPS 2022 Track on D&B☆157Updated last year
- The OGB-LSC is the Large Scale Competition by Open Graph Benchmark to help accelerate research into machine learning on graph structured …☆77Updated 11 months ago
- Geo2DR: A Python and PyTorch library for learning distributed representations of graphs.☆46Updated last year
- ☆175Updated last year
- Official repository for On Over-Squashing in Message Passing Neural Networks (ICML 2023)☆15Updated last year
- SignNet and BasisNet☆98Updated last year
- ☆10Updated 2 years ago
- Gradient gating (ICLR 2023)☆53Updated 2 years ago
- Codes for the Numerical Results of the paper "Tangent Bundle Neural Networks: from Manifolds to Celullar Sheaves and Back"☆11Updated 2 years ago
- All graph/GNN papers accepted at NeurIPS 2024.☆81Updated 7 months ago
- Exphormer: Sparse Transformer for Graphs☆182Updated last year
- Implementation of Directional Graph Networks in PyTorch and DGL☆118Updated 4 years ago