Paper list for equivariant neural network
☆1,093Aug 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☆1,267Feb 13, 2026Updated 4 months ago
- E(2)-Equivariant CNNs Library for Pytorch☆679Oct 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☆285May 8, 2023Updated 3 years ago
- Equivariant Steerable CNNs Library for Pytorch https://quva-lab.github.io/escnn/☆537Oct 31, 2024Updated last year
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- code for the SE3 Transformers paper: https://arxiv.org/abs/2006.10503☆580Apr 3, 2026Updated 3 months ago
- Euclidean Neural Networks☆203Dec 19, 2020Updated 5 years ago
- ☆162Jan 7, 2020Updated 6 years ago
- jax library for E3 Equivariant Neural Networks☆231Apr 1, 2026Updated 3 months ago
- ☆277Apr 27, 2023Updated 3 years ago
- ☆538Feb 23, 2022Updated 4 years ago
- NequIP is a code for building E(3)-equivariant interatomic potentials☆933Jun 26, 2026Updated last week
- [ICLR 2023 Spotlight] Equiformer: Equivariant Graph Attention Transformer for 3D Atomistic Graphs☆283Feb 11, 2025Updated last year
- Implementation of E(n)-Equivariant Graph Neural Networks, in Pytorch☆530Dec 6, 2024Updated last year
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- 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☆78Feb 24, 2021Updated 5 years ago
- Computations involving Lie groups and harmonic analysis☆208Feb 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☆478Mar 31, 2026Updated 3 months ago
- ☆569Jul 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 9 months ago
- FAIR Chemistry's library of machine learning methods for chemistry☆2,177Updated this week
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- 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…☆357Oct 3, 2023Updated 2 years ago
- [ICLR 2024] EquiformerV2: Improved Equivariant Transformer for Scaling to Higher-Degree Representations☆345Apr 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)☆781Jun 29, 2026Updated last week
- Neural Network Force Field based on PyTorch☆292Feb 10, 2026Updated 4 months ago
- SchNetPack - Deep Neural Networks for Atomistic Systems☆934Jun 9, 2026Updated 3 weeks ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- 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☆490May 29, 2026Updated last month
- End-To-End Molecular Dynamics (MD) Engine using PyTorch☆711Apr 21, 2026Updated 2 months ago
- 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…☆331Aug 28, 2025Updated 10 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).☆415May 17, 2023Updated 3 years ago