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gae

Implementation of Graph Auto-Encoders in TensorFlow

gat

Graph Attention Networks (https://arxiv.org/abs/1710.10903)

gated-graph-neural-network-samples

Sample Code for Gated Graph Neural Networks

gcn

Implementation of Graph Convolutional Networks in TensorFlow

gcn-se

gem

geniepath-pytorch

This is a PyTorch implementation of the GeniePath model in <GeniePath: Graph Neural Networks with Adaptive Receptive Paths> (https://arxiv.org/abs/1802.00910)

ggnn

Gated Graph Sequence Neural Networks

ggnn.pytorch

A PyTorch Implementation of Gated Graph Sequence Neural Networks (GGNN) and Residual Gated Graph ConvNets (RGGC) for FYP

gnn4cd

Supervised community detection with line graph neural networks

gnnpapers

Must-read papers on graph neural networks (GNN)

google-research

Google Research

grand

graph-adversarial-learning-literature

A curated list of adversarial attacks and defenses papers on graph-structured data.

graph-adversarial-learning-literature-1

graph-based-deep-learning-literature

links to conference publications in graph-based deep learning

graph-bert

Source code of Graph-Bert

graph-embedding-techniques

It provides some typical graph embedding techniques based on task-free or task-specific intuitions.

graph-u-nets

Pytorch implementation of Graph U-Nets (ICML19)

graph2vec

A parallel implementation of "graph2vec: Learning Distributed Representations of Graphs" (MLGWorkshop 2017).

graph_attention_pool

Attention over nodes in Graph Neural Networks using PyTorch (NeurIPS 2019)

graph_nets

Build Graph Nets in Tensorflow

graphlearning

Python package for graph-based clustering and semi-supervised learning

graphmap

GraphMap - A highly sensitive and accurate mapper for long, error-prone reads http://www.nature.com/ncomms/2016/160415/ncomms11307/full/ncomms11307.html Note: This was the original repository which will no longer be officially maintained. Please use the new official repository here:

graphneuralnetwork

《深入浅出图神经网络：GNN原理解析》配套代码

graphsage

Representation learning on large graphs using stochastic graph convolutions.

graphstone

An implementation of "Graph Structural-topic Neural Network"

graphviz

Graph Visualization Tools

grarep

Source Code of GraRep

gsat

[ICML 2022] Graph Stochastic Attention (GSAT) for interpretable and generalizable graph learning.