geometric-vector-perceptron

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

MIT License

Downloads
195
Stars
72
Committers
3
View Code on GitHub
Ecosystems: Python

Commit Statistics

Past Year

All Time

Total Commits
0
75
Total Committers
0
3
Avg. Commits Per Committer
0.0
25.0
Bot Commits
0
0

Issue Statistics

Past Year

All Time

Total Pull Requests
0
12
Merged Pull Requests
0
11
Total Issues
0
0
Time to Close Issues
N/A
N/A
Package Rankings
Top 17.53% on Pypi.org
Related Projects
equiformer-pytorch

Implementation of the Equiformer, SE3/E3 equivariant attention network that reaches new SOTA, and...

29 Oct 2022 242
g-mlp-pytorch

Implementation of gMLP, an all-MLP replacement for Transformers, in Pytorch

18 May 2021 422
GraphGym

Platform for designing and evaluating Graph Neural Networks (GNN)

14 Oct 2020 1,683
g-mlp-gpt

GPT, but made only out of MLPs

20 May 2021 86
LGM

[ECCV 2024 Oral] LGM: Large Multi-View Gaussian Model for High-Resolution 3D Content Creation.

06 Feb 2024 1,590
perceiver-pytorch

Implementation of Perceiver, General Perception with Iterative Attention, in Pytorch

05 Mar 2021 1,049
Perceiver

Implementation of Perceiver, General Perception with Iterative Attention in TensorFlow

12 Apr 2021 86
RepVGG

RepVGG: Making VGG-style ConvNets Great Again

31 Dec 2020 3,313
NNG-Pytorch

18 Jan 2022 6
protein-bert-pytorch

Implementation of ProteinBERT in Pytorch

26 May 2021 149
enformer-pytorch

Implementation of Enformer, Deepmind's attention network for predicting gene expression, in Pytorch

23 Oct 2021 420
VN-transformer

A Transformer made of Rotation-equivariant Attention using Vector Neurons

12 Jun 2022 81
se3-transformer-pytorch

Implementation of SE3-Transformers for Equivariant Self-Attention, in Pytorch. This specific repo...

09 Jan 2021 254
egnn-pytorch

Implementation of E(n)-Equivariant Graph Neural Networks, in Pytorch

26 Feb 2021 414
the-incredible-pytorch

The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relat...

11 Feb 2017 11,389