Paper list for equivariant neural network
☆1,091Aug 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. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A modular framework for neural networks with Euclidean symmetry☆1,262Feb 13, 2026Updated 4 months ago
- E(2)-Equivariant CNNs Library for Pytorch☆678Oct 17, 2023Updated 2 years ago
- E(3) Steerable Graph Neural Network☆128Feb 10, 2023Updated 3 years ago
- A library for programmatically generating equivariant layers through constraint solving☆284May 8, 2023Updated 3 years ago
- Equivariant Steerable CNNs Library for Pytorch https://quva-lab.github.io/escnn/☆534Oct 31, 2024Updated last year
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- code for the SE3 Transformers paper: https://arxiv.org/abs/2006.10503☆579Apr 3, 2026Updated 2 months ago
- Euclidean Neural Networks☆203Dec 19, 2020Updated 5 years ago
- ☆162Jan 7, 2020Updated 6 years ago
- jax library for E3 Equivariant Neural Networks☆230Apr 1, 2026Updated 2 months ago
- ☆276Apr 27, 2023Updated 3 years ago
- ☆537Feb 23, 2022Updated 4 years ago
- NequIP is a code for building E(3)-equivariant interatomic potentials☆921Jun 10, 2026Updated last week
- [ICLR 2023 Spotlight] Equiformer: Equivariant Graph Attention Transformer for 3D Atomistic Graphs☆282Feb 11, 2025Updated last year
- Implementation of E(n)-Equivariant Graph Neural Networks, in Pytorch☆526Dec 6, 2024Updated last year
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- Fast, Expressive SE(n) Equivariant Networks through Weight-Sharing in Position-Orientation Space.☆93May 30, 2024Updated 2 years ago
- repository and website for tutorials on 3d Euclidean equivariant neural networks☆79Feb 24, 2021Updated 5 years ago
- Computations involving Lie groups and harmonic analysis☆207Feb 11, 2025Updated last year
- [ICLR 2024 Spotlight] Official Implementation of "Enabling Efficient Equivariant Operations in the Fourier Basis via Gaunt Tensor Product…☆74Nov 2, 2024Updated last year
- Implementation of Lie Transformer, Equivariant Self-Attention, in Pytorch☆98Feb 19, 2021Updated 5 years ago
- Training neural network potentials☆477Mar 31, 2026Updated 2 months ago
- ☆567Jul 10, 2022Updated 3 years ago
- Geometric GNN Dojo provides unified implementations and experiments to explore the design space of Geometric Graph Neural Networks (ICML …☆525Oct 9, 2025Updated 8 months ago
- FAIR Chemistry's library of machine learning methods for chemistry☆2,150Updated this week
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Reference implementation for "Group Equivariant Subsampling"☆16Dec 13, 2021Updated 4 years ago
- Code repository for the paper "Group Equivariant Stand-Alone Self Attention For Vision" published at ICLR 2021. https://openreview.net/fo…☆29Feb 15, 2021Updated 5 years ago
- DimeNet and DimeNet++ models, as proposed in "Directional Message Passing for Molecular Graphs" (ICLR 2020) and "Fast and Uncertainty-Awa…☆356Oct 3, 2023Updated 2 years ago
- [ICLR 2024] EquiformerV2: Improved Equivariant Transformer for Scaling to Higher-Degree Representations☆343Apr 10, 2026Updated 2 months ago
- B-Spline CNNs on Lie groups☆58Jan 21, 2020Updated 6 years ago
- Implementation of the Equiformer, SE3/E3 equivariant attention network that reaches new SOTA, and adopted for use by EquiFold for protein…☆290Dec 17, 2024Updated last year
- Artificial Intelligence Research for Science (AIRS)☆775Updated this week
- Neural Network Force Field based on PyTorch☆292Feb 10, 2026Updated 4 months ago
- SchNetPack - Deep Neural Networks for Atomistic Systems☆928Jun 9, 2026Updated last week
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- Vector Neurons: A General Framework for SO(3)-Equivariant Networks☆526Dec 1, 2022Updated 3 years ago
- Allegro is a code for building highly scalable E(3)-equivariant interatomic potentials☆486May 29, 2026Updated 2 weeks ago
- End-To-End Molecular Dynamics (MD) Engine using PyTorch☆711Apr 21, 2026Updated last month
- Implementation of E(n)-Transformer, which incorporates attention mechanisms into Welling's E(n)-Equivariant Graph Neural Network☆226Jun 2, 2024Updated 2 years ago
- Implementation of SE3-Transformers for Equivariant Self-Attention, in Pytorch. This specific repository is geared towards integration wit…☆330Aug 28, 2025Updated 9 months ago
- Pytorch differentiable molecular dynamics☆187Sep 5, 2022Updated 3 years ago
- Implementation of GeoDiff: a Geometric Diffusion Model for Molecular Conformation Generation (ICLR 2022).☆413May 17, 2023Updated 3 years ago