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Search results for deep learning equivariance
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equivariance
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13 search results found
Awesome Neural Geometry
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785
A curated collection of resources and research related to the geometry of representations in the brain, deep networks, and beyond
Egnn Pytorch
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340
Implementation of E(n)-Equivariant Graph Neural Networks, in Pytorch
Escnn
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251
Equivariant Steerable CNNs Library for Pytorch https://quva-lab.github.io/escnn/
Equivariant Mlp
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219
A library for programmatically generating equivariant layers through constraint solving
Equiformer Pytorch
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207
Implementation of the Equiformer, SE3/E3 equivariant attention network that reaches new SOTA, and adopted for use by EquiFold for protein folding
Se3 Transformer Pytorch
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205
Implementation of SE3-Transformers for Equivariant Self-Attention, in Pytorch. This specific repository is geared towards integration with eventual Alphafold2 replication.
En Transformer
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192
Implementation of E(n)-Transformer, which incorporates attention mechanisms into Welling's E(n)-Equivariant Graph Neural Network
Equidock_public
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81
EquiDock: geometric deep learning for fast rigid 3D protein-protein docking
Simple Equivariant Gnn
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59
A short and easy PyTorch implementation of E(n) Equivariant Graph Neural Networks
Lie Transformer Pytorch
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49
Implementation of Lie Transformer, Equivariant Self-Attention, in Pytorch
Geometric Vector Perceptron
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29
Implementation of Geometric Vector Perceptron, a simple circuit for 3d rotation equivariance for learning over large biomolecules, in Pytorch. Idea proposed and accepted at ICLR 2021
Locs
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19
Official source code for "Roto-translated Local Coordinate Frames For Interacting Dynamical Systems". In NeurIPS 2021
Equippis
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5
E(3) equivariant graph neural network for PPI site prediction
Sgrl
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5
[ICML 2023 Oral] Official environments and implementations for "Subequivariant Graph Reinforcement Learning in 3D Environments"
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