NSAPH-Projects / topological-equivariant-networksLinks
Code for paper E(n)-Equivariant Topological Neural Networks
☆37Updated 8 months ago
Alternatives and similar repositories for topological-equivariant-networks
Users that are interested in topological-equivariant-networks are comparing it to the libraries listed below
Sorting:
- Official repository for the Topological Deep Learning Challenge 2024, organized by TAG-DS & PyT-Team and hosted by GRaM Workshop @ ICML 2…☆38Updated 5 months ago
- Representation Learning on Topological Domains☆83Updated last week
- Computing on Topological Domains☆232Updated last week
- Message Passing Neural Networks for Simplicial and Cell Complexes☆164Updated 2 years ago
- TopoBench is a Python library designed to standardize benchmarking and accelerate research in Topological Deep Learning☆140Updated this week
- Code used by the "Clifford Group Equivariant Neural Networks" paper.☆84Updated last year
- Topological Deep Learning☆288Updated last week
- Equivariant Mesh Attention Networks☆21Updated 2 years ago
- GraphCON (ICML 2022)☆59Updated 2 years ago
- A short and easy PyTorch implementation of E(n) Equivariant Graph Neural Networks☆133Updated 3 years ago
- ☆175Updated last year
- Path integral based convolution and pooling☆30Updated 2 years ago
- Topological Graph Neural Networks (ICLR 2022)☆124Updated 3 years ago
- E(3) Steerable Graph Neural Network☆119Updated 2 years ago
- Multiresolution Graph Transformers and Wavelet Positional Encoding for Learning Long-Range and Hierarchical Structures☆22Updated last year
- A topological machine learning framework based on PyTorch☆186Updated last month
- 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
- Differentiable Euler Characteristic Transform☆17Updated last year
- Geometric Generative Model Tutorial at LoG 2024☆27Updated 8 months ago
- All graph/GNN papers accepted at NeurIPS 2024.☆82Updated 8 months ago
- Random walk unit with memory☆23Updated 10 months ago
- Official code repository of paper Equivariance via Minimal Frame Averaging for More Symmetries and Efficiency.☆17Updated 6 months ago
- Erwin: A Tree-based Hierarchical Transformer for Large-scale Physical Systems [ICML'25]☆98Updated last month
- Equivariant Subgraph Aggregation Networks (ICLR 2022 Spotlight)☆89Updated 2 years ago
- Official Repository for Simplicial Attention Networks☆32Updated 2 years ago
- Hodge/Bochner Laplacians of simplicial complexes, their spectra, higher-order diffusion and random walks☆31Updated last year
- SignNet and BasisNet☆101Updated 2 years ago
- ☆31Updated last year
- It is a comprehensive resource hub compiling all graph papers accepted at the International Conference on Learning Representations (ICLR)…☆40Updated 5 months ago
- Computational and Applied Topology List☆21Updated 2 months ago