graph-embedding topic

List graph-embedding repositories

SGCN

267
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59
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A PyTorch implementation of "Signed Graph Convolutional Network" (ICDM 2018).

GraphEmbeddingRecommendationSystem

189
Stars
54
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Python based Graph Propagation algorithm, DeepWalk to evaluate and compare preference propagation algorithms in heterogeneous information networks from user item relation ship.

pymde

522
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27
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Minimum-distortion embedding with PyTorch

MUSAE

151
Stars
22
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The reference implementation of "Multi-scale Attributed Node Embedding". (Journal of Complex Networks 2021)

role2vec

165
Stars
38
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A scalable Gensim implementation of "Learning Role-based Graph Embeddings" (IJCAI 2018).

Awesome-Deep-Community-Detection

441
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93
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Deep and conventional community detection related papers, implementations, datasets, and tools.

BioNEV

221
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75
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Graph Embedding Evaluation / Code and Datasets for "Graph Embedding on Biomedical Networks: Methods, Applications, and Evaluations" (Bioinformatics 2020)

DySAT

272
Stars
46
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Representation learning on dynamic graphs using self-attention networks

euler

2.9k
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559
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A distributed graph deep learning framework.