twitter-research / cwnLinks
Message Passing Neural Networks for Simplicial and Cell Complexes
☆165Updated 2 years ago
Alternatives and similar repositories for cwn
Users that are interested in cwn are comparing it to the libraries listed below
Sorting:
- Topological Graph Neural Networks (ICLR 2022)☆125Updated 3 years ago
- Equivariant Subgraph Aggregation Networks (ICLR 2022 Spotlight)☆90Updated 2 years ago
- Long Range Graph Benchmark, NeurIPS 2022 Track on D&B☆163Updated 2 years ago
- ☆86Updated 2 years ago
- A collection of papers studying/improving the expressiveness of graph neural networks (GNNs)☆124Updated 2 years ago
- ☆42Updated 3 years ago
- Implementation of Directional Graph Networks in PyTorch and DGL☆118Updated 4 years ago
- Graph Neural PDEs☆338Updated 3 years ago
- All graph/GNN papers accepted at NeurIPS 2024.☆85Updated last year
- Simplicial neural networks (SNNs), a generalization of graph neural networks to data that live on a class of topological spaces called si…☆85Updated 4 years ago
- Graph Positional and Structural Encoder☆54Updated last year
- SignNet and BasisNet☆102Updated 2 years ago
- This repository holds code and other relevant files for the Learning on Graphs 2022 tutorial "Graph Rewiring: From Theory to Applications…☆54Updated 3 years ago
- ☆155Updated 4 years ago
- ☆179Updated 2 years ago
- Code for our paper "Attending to Graph Transformers"☆91Updated 2 years ago
- ☆32Updated 2 years ago
- The OGB-LSC is the Large Scale Competition by Open Graph Benchmark to help accelerate research into machine learning on graph structured …☆79Updated last year
- GraphCON (ICML 2022)☆60Updated 3 years ago
- It is a comprehensive resource hub compiling all graph papers accepted at the International Conference on Learning Representations (ICLR)…☆43Updated 11 months ago
- Topological Deep Learning☆319Updated last week
- Exphormer: Sparse Transformer for Graphs☆186Updated last year
- A python library to compute the graph Ricci curvature and Ricci flow on NetworkX graph.☆278Updated last year
- Hodge/Bochner Laplacians of simplicial complexes, their spectra, higher-order diffusion and random walks☆31Updated 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…☆43Updated 11 months ago
- Computing on Topological Domains☆256Updated last week
- Code for the paper: "On the Bottleneck of Graph Neural Networks and Its Practical Implications"☆98Updated 3 years ago
- GraphXAI: Resource to support the development and evaluation of GNN explainers☆205Updated last year
- Hierarchical Inter-Message Passing for Learning on Molecular Graphs☆81Updated 4 years ago
- Gradient gating (ICLR 2023)☆55Updated 2 years ago