gerkone / egnn-jaxLinks
E(n) Equivariant GNN in jax
☆11Updated last year
Alternatives and similar repositories for egnn-jax
Users that are interested in egnn-jax are comparing it to the libraries listed below
Sorting:
- Annotated implementations of equivariant (graph) neural networks in Jax: EGNN, SEGNN, NequIP.☆34Updated 3 months ago
- Implementation of various equivariant models in JAX☆12Updated last year
- Steerable E(3) GNN in jax☆24Updated last year
- ☆21Updated 3 weeks ago
- Tools for building equivariant polynomials on reductive Lie groups.☆32Updated last year
- JAX implementation of the NequIP neural network interatomic potential☆10Updated 2 weeks ago
- [ICLR'24] Symphony: Symmetry-Equivariant Point-Centered Spherical Harmonics for Molecule Generation☆21Updated 3 months ago
- An implementation of SchNet in JAX and JAX-MD.☆17Updated 3 years ago
- CUDA implementations of MACE models☆15Updated 4 months ago
- Higher order equivariant graph neural networks for 3D point clouds☆39Updated last year
- ☆13Updated last year
- SE(3) Equivariant Augmented Coupling Flows. NeurIPS 2023.☆24Updated last year
- Building Blocks for Equivariant Neural Networks in e3nn and PyTorch 2.0☆14Updated last week
- ☆11Updated last year
- ☆23Updated last year
- Equivariant machine learning interatomic potentials in JAX.☆72Updated last month
- ☆59Updated 3 years ago
- Library for efficient training and application of Machine Learning Interatomic Potentials (MLIP)☆30Updated this week
- Lagrangian formulation of Doob's h-transform allowing for efficient rare event sampling☆49Updated 2 months ago
- C++/CUDA library for SO(3) equivariant operations☆23Updated this week
- Nomalizing flows for orbita-free DFT☆10Updated 8 months ago
- Transformer-guided diffusion for galaxy clustering. Code repository associated with https://arxiv.org/abs/2311.17141☆24Updated last year
- ☆21Updated last year
- MESS: Modern Electronic Structure Simulations☆30Updated 2 months ago
- E3x is a JAX library for constructing efficient E(3)-equivariant deep learning architectures built on top of Flax.☆107Updated last month
- PySCF on IPU☆42Updated last year
- Python calculator for the Wigner D matrices, Clebsch-Gordan coefficients, hydrogen atoms, and irreducible representations of the Lorentz …☆10Updated 2 years ago
- Official code repository of paper Equivariance via Minimal Frame Averaging for More Symmetries and Efficiency.☆17Updated 4 months ago
- ☆28Updated 2 years ago
- Pure C implementation of e3nn☆18Updated 2 months ago