chaitjo / geometric-gnn-dojo
Geometric GNN Dojo provides unified implementations and experiments to explore the design space of Geometric Graph Neural Networks.
☆472Updated 5 months ago
Related projects ⓘ
Alternatives and complementary repositories for geometric-gnn-dojo
- Implementation of E(n)-Equivariant Graph Neural Networks, in Pytorch☆422Updated last year
- ☆431Updated 2 years ago
- A curated list of topological deep learning (TDL) resources and links.☆222Updated 2 weeks ago
- Computing on Topological Domains☆179Updated this week
- Topological Deep Learning☆236Updated this week
- ☆171Updated last year
- ☆445Updated 2 years ago
- Message Passing Neural Networks for Simplicial and Cell Complexes☆155Updated last year
- Implementation of GeoDiff: a Geometric Diffusion Model for Molecular Conformation Generation (ICLR 2022).☆331Updated last year
- code for the paper "DiGress: Discrete Denoising diffusion for graph generation"☆366Updated 3 months ago
- [ICLR 2023 Spotlight] Equiformer: Equivariant Graph Attention Transformer for 3D Atomistic Graphs☆208Updated 3 months ago
- A collection of papers studying/improving the expressiveness of graph neural networks (GNNs)☆127Updated last year
- SignNet and BasisNet☆95Updated last year
- A modular framework for neural networks with Euclidean symmetry☆964Updated 2 weeks ago
- code for the SE3 Transformers paper: https://arxiv.org/abs/2006.10503☆499Updated last year
- Training neural network potentials☆333Updated 2 months ago
- All graph/GNN papers accepted at the International Conference on Machine Learning (ICML) 2024.☆171Updated this week
- Recipe for a General, Powerful, Scalable Graph Transformer☆670Updated 4 months ago
- DimeNet and DimeNet++ models, as proposed in "Directional Message Passing for Molecular Graphs" (ICLR 2020) and "Fast and Uncertainty-Awa…☆296Updated last year
- Topological Graph Neural Networks (ICLR 2022)☆117Updated 2 years ago
- All graph/GNN papers accepted at NeurIPS 2024.☆53Updated this week
- [ICLR 2024] EquiformerV2: Improved Equivariant Transformer for Scaling to Higher-Degree Representations☆215Updated 3 months ago
- ☆292Updated last month
- Implementation of the Equiformer, SE3/E3 equivariant attention network that reaches new SOTA, and adopted for use by EquiFold for protein…☆245Updated this week
- TopoBenchmark is a Python library designed to standardize benchmarking and accelerate research in Topological Deep Learning☆85Updated this week
- E(3) Steerable Graph Neural Network☆110Updated last year
- Equivariant Subgraph Aggregation Networks (ICLR 2022 Spotlight)☆85Updated last year
- Graphium: Scaling molecular GNNs to infinity.☆204Updated this week
- Exphormer: Sparse Transformer for Graphs☆161Updated 8 months ago
- Graph Neural PDEs☆320Updated 2 years ago