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equivariant-neural-networks

Here are 5 public repositories matching this topic...

atomicarchitects / equiformer_v2

[ICLR 2024] EquiformerV2: Improved Equivariant Transformer for Scaling to Higher-Degree Representations

machine-learning deep-learning molecular-dynamics pytorch computational-chemistry computational-physics drug-discovery materials-science force-fields geometric-deep-learning graph-neural-networks interatomic-potentials ai-for-science e3nn equivariant-neural-networks equivariant-graph-neural-network catalyst-design

Updated Jul 31, 2024
Python

atomicarchitects / equiformer

[ICLR 2023 Spotlight] Equiformer: Equivariant Graph Attention Transformer for 3D Atomistic Graphs

machine-learning deep-learning molecular-dynamics pytorch computational-chemistry drug-discovery materials-science force-fields geometric-deep-learning graph-neural-networks interatomic-potentials ai-for-science e3nn equivariant-neural-networks equivariant-graph-neural-network catalyst-design

Updated Jul 27, 2024
Python

arnab39 / equiadapt

Library to make any existing neural network architecture equivariant

computer-vision deep-learning image-classification image-segmentation nbody-simulation geometric-deep-learning equivariance pointcloud-segmentation pointcloud-processing equivariant-neural-networks

Updated Nov 3, 2024
Jupyter Notebook

MorphoSymm

Danfoa / MorphoSymm

Tools for exploiting Morphological Symmetries in robotics

robotics dynamical-systems representation-learning group-theory representation-theory symmetry-analysis legged-robotics symmetries invariant-learning equivariant-control symmetric-robots equivariant-neural-networks morphological-symmetries

Updated Sep 19, 2024
Python

smsharma / eqnn-jax

Annotated implementations of equivariant graph neural networks in Jax: EGNN, SEGNN, NequIP.

symmetry n-body-simulation egnn equivariant-neural-networks segnn nequip

Updated Nov 18, 2024
Python

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