9 results found Sort:

TrustAGI-Lab
Awesome-Graph-Neural-Networks TrustAGI-Lab
387
2.2k
unknown
87
Paper Lists for Graph Neural Networks
deep-learning graph-network graph-attention generated-graphs graph-auto-encoder convolutional-networks
Created 2018-12-31
26 commits to master branch, last one 2 years ago
Jiakui
awesome-gcn Jiakui
132
881
unknown
24
resources for graph convolutional networks （图卷积神经网络相关资源）
cv gcn nlp graph-attention graph-neural-networks graph-attention-networks
Created 2019-05-11
85 commits to master branch, last one 5 years ago
shenweichen
GraphNeuralNetwork shenweichen
183
800
mit
12
Implementation and experiments of graph neural netwokrs, like gcn,graphsage,gat,etc.
gat gcn gnn graphsage graph-attention
Created 2019-08-17
8 commits to master branch, last one 2 years ago
benedekrozemberczki
SimGNN benedekrozemberczki
147
771
gpl-3.0
11
A PyTorch implementation of "SimGNN: A Neural Network Approach to Fast Graph Similarity Computation" (WSDM 2019).
gcn ged gnn wsdm simgnn pytorch sklearn tensorflow deep-learning neural-network tensor-network graph-attention graph-embedding graph-similarity machine-learning graph-convolution network-embedding attention-mechanism graph-edit-distance graph-classification
Created 2019-01-31
172 commits to master branch, last one about a year ago
benedekrozemberczki
MixHop-and-N-GCN benedekrozemberczki
55
403
gpl-3.0
15
An implementation of "MixHop: Higher-Order Graph Convolutional Architectures via Sparsified Neighborhood Mixing" (ICML 2019).
gcn ngcn mixhop pytorch walklet deepwalk node2vec walklets tensorflow multi-scale pytorch-cnn convolutional deep-learning graph-attention machine-learning graph-convolution convolutional-layers graph-attention-networks convolutional-neural-networks graph-representation-learning
Created 2019-02-23
141 commits to master branch, last one 2 years ago
benedekrozemberczki
APPNP benedekrozemberczki
50
367
gpl-3.0
9
A PyTorch implementation of "Predict then Propagate: Graph Neural Networks meet Personalized PageRank" (ICLR 2019).
gcn iclr ppnp appnp pytorch deepwalk node2vec pagerank research attention deep-learning node-embedding graph-attention graph-embedding machine-learning network-embedding deep-neural-networks graph-classification graph-neural-network graph-convolutional-neural-networks
Created 2019-02-12
155 commits to master branch, last one 2 years ago
benedekrozemberczki
AttentionWalk benedekrozemberczki
48
323
gpl-3.0
10
A PyTorch Implementation of "Watch Your Step: Learning Node Embeddings via Graph Attention" (NeurIPS 2018).
nips torch neurips pytorch sklearn walklet deepwalk node2vec word2vec attention tensorflow neurips-2018 deep-learning graph-attention machine-learning matrix-factorization structural-attention graph-neural-networks implicit-factorization graph-representation-learning
Created 2019-01-11
84 commits to master branch, last one 2 years ago
benedekrozemberczki
GAM benedekrozemberczki
57
270
gpl-3.0
12
A PyTorch implementation of "Graph Classification Using Structural Attention" (KDD 2018).
gcn pytorch sklearn deepwalk node2vec attention graph2vec graphsage graph-attention neural-networks machine-learning graph-convolution transfer-learning reinforcement-agent graph-classification structural-attention reinforcement-learning deep-reinforcement-learning
Created 2018-12-28
95 commits to master branch, last one 2 years ago
benedekrozemberczki
SGCN benedekrozemberczki
58
270
gpl-3.0
12
A PyTorch implementation of "Signed Graph Convolutional Network" (ICDM 2018).
gcn gpt2 gpt3 sgcn pytorch deepwalk node2vec graphsage transformer deep-learning neural-network signed-network graph-attention graph-embedding machine-learning graph-convolution network-embedding pytorch-geometric node-classification graph-neural-networks
Created 2018-12-07
135 commits to master branch, last one about a year ago