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GitHub / XieResearchGroup / Physics-aware-Multiplex-GNN
Code for our Nature Scientific Reports paper "A universal framework for accurate and efficient geometric deep learning of molecular systems"
Stars: 47
Forks: 9
Open Issues: 0
License: None
Language: Python
Repo Size: 1.04 MB
Dependencies:
8
Created: about 1 year ago
Updated: 28 days ago
Last pushed: 28 days ago
Last synced: 28 days ago
Topics: computational-biology, computational-chemistry, docking, geometric-deep-learning, graph-neural-networks, machine-learning, protein-ligand-interactions, rna-structure-prediction
Files
Dependencies
- numpy ==1.20.0
- rdkit-pypi ==2021.3.1
- scikit-learn ==0.24.1
- scipy ==1.3.1
- sympy ==1.6
- torch ==1.4.0
- torch-geometric ==1.4.2
- torchvision ==0.5.0