Higher order equivariant graph neural networks for 3D point clouds
☆49Jun 27, 2023Updated 3 years ago
Alternatives and similar repositories for mace-layer
Users that are interested in mace-layer 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 2024 Spotlight] Official Implementation of "Enabling Efficient Equivariant Operations in the Fourier Basis via Gaunt Tensor Product…☆74Nov 2, 2024Updated last year
- Tools for geometric learning☆12Sep 26, 2025Updated 10 months ago
- Tools for building equivariant polynomials on reductive Lie groups.☆38Jun 29, 2023Updated 3 years ago
- Equivariant machine learning interatomic potentials in JAX.☆109Aug 1, 2026Updated last week
- ☆17Sep 17, 2025Updated 10 months ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- jax library for E3 Equivariant Neural Networks☆233Apr 1, 2026Updated 4 months ago
- C++/CUDA library for SO(3) equivariant operations☆26Oct 21, 2025Updated 9 months ago
- Polynomials for ML: fast evaluation, batching, differentiation☆14Jun 17, 2026Updated last month
- Multi-language library for the calculation of spherical harmonics in Cartesian coordinates☆103Jul 9, 2026Updated last month
- ☆58Updated this week
- OpenEquivariance: a fast, open-source GPU JIT kernel generator for the Clebsch-Gordon Tensor Product.☆163Updated this week
- ☆19Mar 14, 2023Updated 3 years ago
- Generate and predict molecular electron densities with Euclidean Neural Networks☆49Sep 22, 2023Updated 2 years ago
- Alchemical machine learning interatomic potentials☆36Nov 8, 2024Updated last year
- 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.
- MACE - Fast and accurate machine learning interatomic potentials with higher order equivariant message passing.☆1,311Updated this week
- ☆36Aug 19, 2024Updated last year
- E3x is a JAX library for constructing efficient E(3)-equivariant deep learning architectures built on top of Flax.☆125Jul 30, 2026Updated last week
- A modular framework for neural networks with Euclidean symmetry☆1,273Feb 13, 2026Updated 5 months ago
- [ICLR 2023 Spotlight] Equiformer: Equivariant Graph Attention Transformer for 3D Atomistic Graphs☆288Feb 11, 2025Updated last year
- E(3) Steerable Graph Neural Network☆128Feb 10, 2023Updated 3 years ago
- 🌟 [NeurIPS '25 Spotlight] Fair and transparent benchmark of machine learning interatomic potentials (MLIPs), beyond basic error metrics …☆105Jul 2, 2026Updated last month
- Fork of the E2CNN library that adds support for equivariant partial differential operators☆17Apr 29, 2022Updated 4 years ago
- Python bindings for the `buildcell` program for Ab Initio Random Structure Searching (AIRSS)☆22Updated this week
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- ☆12Oct 10, 2023Updated 2 years ago
- ☆35Jun 17, 2026Updated last month
- The Nutmeg machine learning models☆11Jan 23, 2025Updated last year
- Auto-differentiated descriptors using Enzyme☆12Apr 2, 2025Updated last year
- Machine Learning Interatomic Potentials with the Atomic Cluster Expansion☆77Jul 29, 2026Updated last week
- [TMLR 2023] Training and simulating MD with ML force fields☆115Oct 30, 2024Updated last year
- Research repository for the proposed equivariant graph attention network that operates on large biomolecules proposed by Le et al. (2022)☆20Dec 1, 2022Updated 3 years ago
- Zero Shot Molecular Generation via Similarity Kernels☆29Aug 27, 2025Updated 11 months ago
- ☆12Jul 20, 2026Updated 3 weeks ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- ☆11Sep 16, 2024Updated last year
- Compute neighbor lists for atomistic systems☆84Updated this week
- ☆13May 10, 2024Updated 2 years ago
- Code used by the "Clifford Group Equivariant Neural Networks" paper.☆100Jun 5, 2024Updated 2 years ago
- Permutation Equivariant Lorentz Invariant/Covariant Aggregator Network☆14Oct 28, 2024Updated last year
- Benchmarking foundation Machine Learning Potentials with Lattice Thermal Conductivity from Anharmonic Phonons☆16Oct 30, 2024Updated last year
- 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