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GitHub / lucidrains / 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
JSON API: https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/lucidrains%2Fgeometric-vector-perceptron
Stars: 72
Forks: 14
Open Issues: 0
License: mit
Language: Python
Repo Size: 1.65 MB
Dependencies:
6
Created: over 3 years ago
Updated: 26 days ago
Last pushed: almost 3 years ago
Last synced: 15 days ago
Topics: artficial-intelligence, biomolecule, deep-learning, equivariance, protein-structure
Files
Dependencies
- torch >=1.6
- torch-cluster *
- torch-geometric *
- torch-scatter *
- torch-sparse *
- torch-spline-conv *