simpleinvariance / UniversalNetwork
☆16Updated 3 years ago
Alternatives and similar repositories for UniversalNetwork:
Users that are interested in UniversalNetwork are comparing it to the libraries listed below
- Equivariant Point Cloud Analysis via Learning Orientations for Message Passing (CVPR 2022)☆29Updated 2 years ago
- ☆21Updated last year
- Lie Algebra Convolutional Network implementation☆43Updated 3 years ago
- Equivariant Mesh Attention Networks☆21Updated 2 years ago
- ☆34Updated 2 years ago
- Implementation of Geometric Vector Perceptron, a simple circuit for 3d rotation equivariance for learning over large biomolecules, in Pyt…☆73Updated 3 years ago
- Fast, Expressive SE(n) Equivariant Networks through Weight-Sharing in Position-Orientation Space.☆81Updated 10 months ago
- [ICLR 2022] The implementation for the paper "Equivariant Graph Mechanics Networks with Constraints".☆60Updated 9 months ago
- Erwin: A Tree-based Hierarchical Transformer for Large-scale Physical Systems☆43Updated this week
- Synthetic coordinates for GNNs, as proposed in "Directional Message Passing on Molecular Graphs via Synthetic Coordinates" (NeurIPS 2021)☆30Updated last year
- ☆60Updated 3 years ago
- Path integral based convolution and pooling☆29Updated 2 years ago
- ☆34Updated 2 months ago
- This Denoising Force Field (DFF) codebase provides a Pytorch framework for the method presented in Two for one: Diffusion models and forc…☆58Updated 10 months ago
- E(3) Steerable Graph Neural Network☆116Updated 2 years ago
- SignNet and BasisNet☆97Updated last year
- MiDi: Mixed Graph and 3D Denoising Diffusion for Molecule Generation☆99Updated 6 months ago
- ☆28Updated 7 months ago
- Official code repository of paper Equivariance via Minimal Frame Averaging for More Symmetries and Efficiency.☆17Updated 2 months ago
- Implementation of Lie Transformer, Equivariant Self-Attention, in Pytorch☆91Updated 4 years ago
- ☆157Updated 5 years ago
- Running PDEs on graph☆29Updated 2 years ago
- Generative model for molecular distance geometry☆39Updated 2 years ago
- SE(3) Equivariant Augmented Coupling Flows. NeurIPS 2023.☆24Updated last year
- A modular framework for neural networks with Euclidean symmetry☆11Updated 9 months ago
- Code used by the "Clifford Group Equivariant Neural Networks" paper.☆80Updated 10 months ago
- Group Equivariant Linear Maps☆11Updated 3 years ago
- [ICLR 2024 Spotlight] Official Implementation of "Enabling Efficient Equivariant Operations in the Fourier Basis via Gaunt Tensor Product…☆58Updated 5 months ago
- ICML2024: Equivariant Graph Neural Operator for Modeling 3D Dynamics☆57Updated last year
- [ICLR 2024] "Latent 3D Graph Diffusion" by Yuning You, Ruida Zhou, Jiwoong Park, Haotian Xu, Chao Tian, Zhangyang Wang, Yang Shen☆49Updated 9 months ago