[ICLR 2024] EquiformerV2: Improved Equivariant Transformer for Scaling to Higher-Degree Representations
☆348Apr 10, 2026Updated 4 months ago
Alternatives and similar repositories for equiformer_v2
Users that are interested in equiformer_v2 are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [ICLR 2023 Spotlight] Equiformer: Equivariant Graph Attention Transformer for 3D Atomistic Graphs☆288Feb 11, 2025Updated last year
- [TMLR 2024 J2C Certification] Generalizing Denoising to Non-Equilibrium Structures Improves Equivariant Force Fields☆43Feb 11, 2025Updated last year
- 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
- [ICLR 2024 Spotlight] Official Implementation of "Enabling Efficient Equivariant Operations in the Fourier Basis via Gaunt Tensor Product…☆74Nov 2, 2024Updated last year
- NequIP is a code for building E(3)-equivariant interatomic potentials☆952Updated this week
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- A modular framework for neural networks with Euclidean symmetry☆1,273Feb 13, 2026Updated 5 months ago
- FAIR Chemistry's library of machine learning methods for chemistry☆2,213Updated this week
- cuEquivariance is a math library that is a collective of low-level primitives and tensor ops to accelerate widely-used models, like DiffD…☆421Updated this week
- SevenNet - a graph neural network interatomic potential package supporting efficient multi-GPU parallel molecular dynamics simulations.☆266Jul 22, 2026Updated 2 weeks ago
- Atomistic Line Graph Neural Network https://scholar.google.com/citations?user=9Q-tNnwAAAAJ https://www.youtube.com/@dr_k_choudhary☆328Aug 25, 2025Updated 11 months ago
- MACE - Fast and accurate machine learning interatomic potentials with higher order equivariant message passing.☆1,311Updated this week
- GemNet model in PyTorch, as proposed in "GemNet: Universal Directional Graph Neural Networks for Molecules" (NeurIPS 2021)☆222Apr 26, 2023Updated 3 years ago
- [NeurIPS 2024] Official implementation of the Efficiently Scaled Attention Interatomic Potential☆61Sep 26, 2025Updated 10 months ago
- EquiformerV3: Scaling Efficient, Expressive, and General SE(3)-Equivariant Graph Attention Transformers☆115Apr 17, 2026Updated 3 months ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- A Multi-Operator Equivariant Framework for High-Performance Machine Learning Force Fields, supporting External Fields embedding and Physi…☆21Jun 14, 2026Updated last month
- Training neural network potentials☆480Jul 13, 2026Updated 3 weeks ago
- An evaluation framework for machine learning models simulating high-throughput materials discovery.☆243Updated this week
- A collection of QM data for training potential functions☆199Feb 25, 2026Updated 5 months ago
- Official implementation of the NeurIPS 23 spotlight paper of ♾️InfGCN♾️.☆17Dec 5, 2023Updated 2 years ago
- ☆572Jul 10, 2022Updated 4 years ago
- repository and website for tutorials on 3d Euclidean equivariant neural networks☆78Feb 24, 2021Updated 5 years ago
- ORB forcefield models from Orbital Materials☆611Updated this week
- An SE(3)-invariant autoencoder for generating the periodic structure of materials [ICLR 2022]☆375Aug 14, 2024Updated last year
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Reference implementation of "Ewald-based Long-Range Message Passing for Molecular Graphs" (ICML 2023)☆52May 4, 2026Updated 3 months ago
- [ICML'26] Phonon fine-tuning (PFT) and [NeurIPS'25 AI4Mat] Nequix: Training a foundation model for materials on a budget☆76Apr 5, 2026Updated 4 months ago
- GRACE models and gracemaker (as implemented in TensorPotential package)☆103Jul 13, 2026Updated 3 weeks ago
- Allegro is a code for building highly scalable E(3)-equivariant interatomic potentials☆495May 29, 2026Updated 2 months ago
- Official implementation of All Atom Diffusion Transformers (ICML 2025)☆313Apr 13, 2026Updated 3 months ago
- The Nutmeg machine learning models☆11Jan 23, 2025Updated last year
- Implementation of the Euclidean fast attention (EFA) algorithm☆102Jan 7, 2026Updated 7 months ago
- 🌟 [NeurIPS '25 Spotlight] Fair and transparent benchmark of machine learning interatomic potentials (MLIPs), beyond basic error metrics …☆105Jul 2, 2026Updated last month
- OpenEquivariance: a fast, open-source GPU JIT kernel generator for the Clebsch-Gordon Tensor Product.☆163Updated this week
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- SchNetPack - Deep Neural Networks for Atomistic Systems☆934Aug 2, 2026Updated last week
- ☆15Feb 5, 2025Updated last year
- jax library for E3 Equivariant Neural Networks☆233Apr 1, 2026Updated 4 months ago
- Official code for Periodic Graph Transformers for Crystal Material Property Prediction (NeurIPS 2022)☆111Dec 15, 2023Updated 2 years ago
- Statistical Mechanics on Lattices☆99Aug 3, 2026Updated last week
- AI-powered ab initio biomolecular dynamics simulation☆577Feb 18, 2025Updated last year
- Geom3D: Geometric Modeling on 3D Structures, NeurIPS 2023☆130Jun 5, 2024Updated 2 years ago