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Graph Convolutional Networks

9 projects

Showing 9 of 9 projects

PyTorch Geometric
PyTorch GeometricPython

A PyTorch library for building and training Graph Neural Networks (GNNs) on structured and irregular data.

#graph-neural-networks#point-clouds#heterogeneous-graphs
Stars23.8k
Forks4.0k
Last commit1 day ago
GitHub repository
GitHub repositoryPython

A comprehensive library for building and training Graph Neural Networks (GNNs) with PyTorch.

#graph-neural-networks#point-clouds#heterogeneous-graphs
Stars23.8k
Forks4.0k
Last commit1 day ago
Graph Based Deep Learning Literature
Graph Based Deep Learning LiteratureJupyter Notebook

A curated collection of links to conference publications, surveys, and software in graph-based deep learning.

#graph-neural-networks#literature-review#graph
Stars5.1k
Forks784
Last commit1 day ago
StellarGraph
StellarGraphPython

A Python library for machine learning on graphs and networks, offering state-of-the-art algorithms for tasks like node classification and link prediction.

#networkx#graph-neural-networks#node-classification
Stars3.1k
Forks442
Last commit2 years ago
pytorch_geometric_temporal
pytorch_geometric_temporalPython

A PyTorch library for spatiotemporal signal processing with dynamic and temporal graph neural networks.

#graph-neural-networks#temporal-graphs#deep-learning
Stars3.0k
Forks406
Last commit9 days ago
OpenChem
OpenChemPython

A deep learning toolkit for computational chemistry and drug design research with PyTorch backend.

#research-toolkit#qsar#deep-learning
Stars746
Forks120
Last commit2 years ago
chainer-chemistry
chainer-chemistryPython

A deep learning library built on Chainer for molecular property prediction using graph convolutional neural networks.

#graph-neural-networks#molecular-machine-learning#chainer
Stars700
Forks132
Last commit3 years ago
graph-2-text
graph-2-textPython

A PyTorch implementation combining Graph Convolutional Networks with OpenNMT-py for structured data to text generation.

#graph-neural-networks#opennmt#data-to-text
Stars153
Forks28
Last commit7 years ago
GreatX
GreatXPython

A PyTorch-based toolbox for graph reliability, focusing on adversarial attacks, defenses, and robustness techniques for graph neural networks.

#graph-neural-networks#graph-toolbox#inherent-noise
Stars89
Forks12
Last commit1 year ago

Related Tags

#Graph Neural Networks8#Deep Learning7#Machine Learning7#Pytorch6#Heterogeneous Graphs3#Graph Learning3#Geometric Deep Learning3
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