Chen-Cai-OSU / awesome-equivariant-networkLinks
Paper list for equivariant neural network
☆1,054Updated last year
Alternatives and similar repositories for awesome-equivariant-network
Users that are interested in awesome-equivariant-network are comparing it to the libraries listed below
Sorting:
- A modular framework for neural networks with Euclidean symmetry☆1,152Updated 2 weeks ago
- code for the SE3 Transformers paper: https://arxiv.org/abs/2006.10503☆540Updated 2 years ago
- Implementation of E(n)-Equivariant Graph Neural Networks, in Pytorch☆494Updated 9 months ago
- E(2)-Equivariant CNNs Library for Pytorch☆650Updated last year
- ☆496Updated 3 years ago
- Equivariant Steerable CNNs Library for Pytorch https://quva-lab.github.io/escnn/☆464Updated 10 months ago
- Geometric GNN Dojo provides unified implementations and experiments to explore the design space of Geometric Graph Neural Networks (ICML …☆507Updated last year
- A library for programmatically generating equivariant layers through constraint solving☆275Updated 2 years ago
- ☆274Updated 2 years ago
- Riemannian Adaptive Optimization Methods with pytorch optim☆981Updated last month
- ☆530Updated 3 years ago
- Euclidean Neural Networks☆199Updated 4 years ago
- Pytorch implementation of set transformer☆619Updated 5 years ago
- DimeNet and DimeNet++ models, as proposed in "Directional Message Passing for Molecular Graphs" (ICLR 2020) and "Fast and Uncertainty-Awa…☆337Updated last year
- ☆160Updated 5 years ago
- Generative Flow Networks☆651Updated 2 years ago
- Implementation of SE3-Transformers for Equivariant Self-Attention, in Pytorch. This specific repository is geared towards integration wit…☆302Updated 3 weeks ago
- A curated collection of resources and research related to the geometry of representations in the brain, deep networks, and beyond☆1,012Updated 7 months ago
- Geometric loss functions between point clouds, images and volumes☆651Updated 5 months ago
- [ICLR 2023 Spotlight] Equiformer: Equivariant Graph Attention Transformer for 3D Atomistic Graphs☆251Updated 7 months ago
- Graph Neural PDEs☆335Updated 2 years ago
- KErnel OPerationS, on CPUs and GPUs, with autodiff and without memory overflows☆1,128Updated 3 weeks ago
- Implementation of GeoDiff: a Geometric Diffusion Model for Molecular Conformation Generation (ICLR 2022).☆381Updated 2 years ago
- Constrained optimization toolkit for PyTorch☆698Updated last month
- Computations involving Lie groups and harmonic analysis☆205Updated 7 months ago
- code for the paper "DiGress: Discrete Denoising diffusion for graph generation"☆452Updated 5 months ago
- Vector Neurons: A General Framework for SO(3)-Equivariant Networks☆498Updated 2 years ago
- A PyTorch library entirely dedicated to neural differential equations, implicit models and related numerical methods☆1,520Updated last year
- Artificial Intelligence Research for Science (AIRS)☆687Updated 3 weeks ago
- Implementation of the Equiformer, SE3/E3 equivariant attention network that reaches new SOTA, and adopted for use by EquiFold for protein…☆274Updated 9 months ago