Data

Tools

Indexes

Applications

Experiments

Repos

An open API service providing repository metadata for many open source software ecosystems.

GitHub topics: equivariant-neural-networks

Danfoa/MorphoSymm

Tools for exploiting Morphological Symmetries in robotics

Language: Python - Size: 809 MB - Last synced at: 10 days ago - Pushed at: 19 days ago - Stars: 77 - Forks: 4

atomicarchitects/equiformer_v2

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

Language: Python - Size: 7.64 MB - Last synced at: about 1 month ago - Pushed at: 2 months ago - Stars: 254 - Forks: 35

atomicarchitects/equiformer

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

Language: Python - Size: 3.95 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 226 - Forks: 43

VITA-Group/TAPE

[Preprint] "Rethinking Addressing in Language Models via Contextualized Equivariant Positional Encoding" by Jiajun Zhu, Peihao Wang, Ruisi Cai, Jason D. Lee, Pan Li, Zhangyang Wang

Language: Python - Size: 16.5 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 4 - Forks: 0

arnab39/equiadapt

Library to make any existing neural network architecture equivariant

Language: Jupyter Notebook - Size: 78.8 MB - Last synced at: 13 days ago - Pushed at: 6 months ago - Stars: 51 - Forks: 4

smsharma/eqnn-jax

Annotated implementations of equivariant neural networks in Jax.

Language: Jupyter Notebook - Size: 1.67 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 7 - Forks: 1

Related Keywords
equivariant-neural-networks 6 deep-learning 3 geometric-deep-learning 3 molecular-dynamics 2 materials-science 2 machine-learning 2 interatomic-potentials 2 graph-neural-networks 2 pytorch 2 force-fields 2 equivariant-graph-neural-network 2 e3nn 2 drug-discovery 2 ai-for-science 2 catalyst-design 2 computational-chemistry 2 large-language-models 1 positional-encoding 1 computer-vision 1 equivariance 1 image-classification 1 image-segmentation 1 nbody-simulation 1 pointcloud-processing 1 pointcloud-segmentation 1 egnn 1 n-body-simulation 1 nequip 1 segnn 1 symmetry 1 computational-physics 1 symmetry-analysis 1 symmetries 1 symmetric-robots 1 robotics 1 representation-theory 1 representation-learning 1 morphological-symmetries 1 legged-robotics 1 invariant-learning 1 group-theory 1 equivariant-control 1 dynamical-systems 1