Chen-Cai-OSU / awesome-equivariant-networkView external linksLinks
Paper list for equivariant neural network
☆1,078Aug 19, 2024Updated 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☆1,218Updated this week
- A library for programmatically generating equivariant layers through constraint solving☆281May 8, 2023Updated 2 years ago
- E(2)-Equivariant CNNs Library for Pytorch☆671Oct 17, 2023Updated 2 years ago
- E(3) Steerable Graph Neural Network☆126Feb 10, 2023Updated 3 years ago
- code for the SE3 Transformers paper: https://arxiv.org/abs/2006.10503☆567Jul 10, 2023Updated 2 years ago
- Equivariant Steerable CNNs Library for Pytorch https://quva-lab.github.io/escnn/☆500Oct 31, 2024Updated last year
- Euclidean Neural Networks☆203Dec 19, 2020Updated 5 years ago
- ☆162Jan 7, 2020Updated 6 years ago
- jax library for E3 Equivariant Neural Networks☆224Aug 25, 2025Updated 5 months ago
- ☆274Apr 27, 2023Updated 2 years ago
- ☆524Feb 23, 2022Updated 3 years ago
- NequIP is a code for building E(3)-equivariant interatomic potentials☆862Feb 8, 2026Updated last week
- [ICLR 2023 Spotlight] Equiformer: Equivariant Graph Attention Transformer for 3D Atomistic Graphs☆269Feb 11, 2025Updated last year
- Computations involving Lie groups and harmonic analysis☆206Feb 11, 2025Updated last year
- [ICLR 2024 Spotlight] Official Implementation of "Enabling Efficient Equivariant Operations in the Fourier Basis via Gaunt Tensor Product…☆68Nov 2, 2024Updated last year
- Training neural network potentials☆466Jan 26, 2026Updated 3 weeks ago
- repository and website for tutorials on 3d Euclidean equivariant neural networks☆77Feb 24, 2021Updated 4 years ago
- ☆548Jul 10, 2022Updated 3 years ago
- Fast, Expressive SE(n) Equivariant Networks through Weight-Sharing in Position-Orientation Space.☆88May 30, 2024Updated last year
- DimeNet and DimeNet++ models, as proposed in "Directional Message Passing for Molecular Graphs" (ICLR 2020) and "Fast and Uncertainty-Awa…☆351Oct 3, 2023Updated 2 years ago
- Implementation of E(n)-Transformer, which incorporates attention mechanisms into Welling's E(n)-Equivariant Graph Neural Network☆226Jun 2, 2024Updated last year
- FAIR Chemistry's library of machine learning methods for chemistry☆1,944Updated this week
- [ICLR 2024] EquiformerV2: Improved Equivariant Transformer for Scaling to Higher-Degree Representations☆322Feb 11, 2025Updated last year
- Geometric GNN Dojo provides unified implementations and experiments to explore the design space of Geometric Graph Neural Networks (ICML …☆517Oct 9, 2025Updated 4 months ago
- Neural Network Force Field based on PyTorch☆284Updated this week
- Implementation of SE3-Transformers for Equivariant Self-Attention, in Pytorch. This specific repository is geared towards integration wit…☆325Aug 28, 2025Updated 5 months ago
- Vector Neurons: A General Framework for SO(3)-Equivariant Networks☆520Dec 1, 2022Updated 3 years ago
- Artificial Intelligence Research for Science (AIRS)☆730Feb 10, 2026Updated last week
- Implementation of GeoDiff: a Geometric Diffusion Model for Molecular Conformation Generation (ICLR 2022).☆403May 17, 2023Updated 2 years ago
- B-Spline CNNs on Lie groups☆57Jan 21, 2020Updated 6 years ago
- Allegro is an open-source code for building highly scalable and accurate equivariant deep learning interatomic potentials☆461Dec 23, 2025Updated last month
- SchNetPack - Deep Neural Networks for Atomistic Systems☆909Updated this week
- Pytorch differentiable molecular dynamics☆184Sep 5, 2022Updated 3 years ago
- End-To-End Molecular Dynamics (MD) Engine using PyTorch☆680Jan 7, 2026Updated last month
- MACE - Fast and accurate machine learning interatomic potentials with higher order equivariant message passing.☆1,051Feb 10, 2026Updated last week
- Implementation of Torsional Diffusion for Molecular Conformer Generation (NeurIPS 2022)☆280Feb 10, 2024Updated 2 years ago
- GemNet model in PyTorch, as proposed in "GemNet: Universal Directional Graph Neural Networks for Molecules" (NeurIPS 2021)☆214Apr 26, 2023Updated 2 years ago
- ☆34Feb 12, 2025Updated last year
- Awesome resources on normalizing flows.☆1,606Jul 7, 2025Updated 7 months ago