awesome-network-embedding

Network embedding examples

A curated collection of network embedding techniques and examples in various programming languages.

A curated list of network embedding techniques.

GitHub
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196 watching
504 forks
last commit: over 4 years ago
Linked from 6 awesome lists

graph-embeddingsknowledge-graphnetwork-embeddingrepresentation-learning

Paper References with the implementation(s)
[Paper]
[Python] 1,738 over 1 year ago
[Paper]
[Python] 47 about 2 years ago
[Python KarateClub] 2,178 9 months ago
[Paper]
[Python] 70 almost 6 years ago
[Paper]
[Python KarateClub] 2,178 9 months ago
[Paper]
[Python KarateClub] 2,178 9 months ago
[Paper]
[Python KarateClub] 2,178 9 months ago
[Paper]
[Python KarateClub] 2,178 9 months ago
[Paper]
[Python] 19 about 4 years ago
[Paper]
[Python] 253 over 2 years ago
[Project]
[code] 2,162 5 months ago
[Project]
[Code] 362 9 months ago
[github] 3,389 about 1 year ago
[paper]
[code] 10 about 6 years ago
[paper]
[Python KarateClub] 2,178 9 months ago
[Python] 160 over 2 years ago
[paper]
[Python PyTorch] 209 over 2 years ago
[paper]
[Python PyTorch] 403 over 2 years ago
[paper]
[Python PyTorch] 1,246 about 2 years ago
[paper]
[Python PyTorch] 213 almost 2 years ago
[arxiv]
[paper]
[code] 93 about 4 years ago
[paper]
[Python PyTorch] 21,597 4 months ago
[paper]
[Python PyTorch] 353 over 1 year ago
[paper]
[Python PyTorch] 53 over 5 years ago
[paper]
[Python PyTorch] 577 about 2 years ago
[Python TensorFlow] 64 about 6 years ago
[paper]
[Python PyTorch] 367 over 2 years ago
[Python TensorFlow] 321 4 months ago
[paper]
[Python KarateClub] 2,178 9 months ago
[Python] 167 over 2 years ago
[paper]
[Python]
[Python PyTorch] 322 over 2 years ago
[Python TensorFlow] 34,478 4 months ago
[paper]
[Python PyTorch] 2,935 almost 2 years ago
[Python TensorFlow] 3,261 about 3 years ago
[paper] 72 about 2 years ago
[Python KarateClub] 2,178 9 months ago
[Python PyTorch] 72 about 2 years ago
[C++] 10 almost 5 years ago
[paper] 270 about 2 years ago
[Python] 270 about 2 years ago
[paper] 74 over 2 years ago
[Python KarateClub] 2,178 9 months ago
[Python] 74 over 2 years ago
[paper]
[Python KarateClub] 2,178 9 months ago
[Python] 203 about 2 years ago
[Matlab] 22 about 4 years ago
[paper]
[Python KarateClub] 2,178 9 months ago
[Python] 87 about 2 years ago
[Matlab] 3 almost 7 years ago
[Project]
[code] 45 about 7 years ago
[paper]
[Python] 6 over 4 years ago
[dataset]
[paper]
[Python] 46 over 6 years ago
[paper]
[Python] 26 almost 7 years ago
[paper]
[Python Karateclub] 2,178 9 months ago
[Python] 106 about 2 years ago
[paper]
[Python] 59 over 3 years ago
[paper]
[Python Karateclub] 2,178 9 months ago
[Python] 2 about 7 years ago
[Python] 20 over 2 years ago
[paper]
[Python]
[Site]
[paper]
[Python] 81 almost 7 years ago
[paper]
[Python] 227 over 4 years ago
[KDD 2016]
[Python]
[Python KarateClub] 2,178 9 months ago
[Arxiv] [[WWW 2018]]
[Python] 129 about 4 years ago
[ICLR 2018 OpenReview (rejected)]
[Python] 146 over 7 years ago
[Paper] (SDM 2018)
[Python]
[Arxiv]
[Python] 377 almost 2 years ago
[AAAI 2018]
[Lua] 174 almost 7 years ago
[Arxiv]
[Python] 309 almost 6 years ago
[Arxiv] [[ISMB 2018]]
[Python] 452 over 2 years ago
[AAAI 2018]
[Python] 45 about 6 years ago
[Arxiv]
[Python] 81 over 4 years ago
[KDD 2016]
[Python] 92 almost 7 years ago
[Arxiv]
[Python] 18 over 7 years ago
[Arxiv]
[Python] 254 over 5 years ago
RSDNE: Exploring Relaxed Similarity and Dissimilarity from Completely-imbalanced Labels for Network Embedding. , AAAI 2018
[Matlab] 12 almost 5 years ago
[Arxiv] ,
[Python] 520 about 4 years ago
Fast Sequence Based Embedding with Diffusion Graphs , CompleNet 2018
[Python KarateClub] 2,178 9 months ago
[Python] 128 over 2 years ago
Poincaré Embeddings for Learning Hierarchical Representations , NIPS 2017
[PyTorch] 1,684 9 months ago
PRUNE: Preserving Proximity and Global Ranking for Network Embedding , NIPS 2017
[code] 45 almost 7 years ago
[arxiv]
[Python] 83 almost 4 years ago
[Fast Python] 83 over 2 years ago
Spectral Graph Wavelets for Structural Role Similarity in Networks ,
[arxiv] ,
[Python] 171 over 6 years ago
StarSpace: Embed All The Things! , arxiv'17
[code] 3,948 over 2 years ago
[arxiv]
struc2vec: Learning Node Representations from Structural Identity , KDD'17
[Python] 384 almost 2 years ago
[Python] 59 almost 3 years ago
Multi-Level Network Embedding with Boosted Low-Rank Matrix Approximation , '18
[Python KarateClub] 2,178 9 months ago
[Python] 36 over 2 years ago
[Python TensorFlow] 121 over 2 years ago
[Python KarateClub] 2,178 9 months ago
[arxiv]
ICE: Item Concept Embedding via Textual Information , SIGIR'17
[demo]
[paper]
[paper]
[arxiv]
[arxiv]
[paper]
[Python Tensorflow] 103 about 7 years ago
[Python] 1,342 almost 5 years ago
Convolutional 2D Knowledge Graph Embeddings , arxiv
[source] 674 about 1 year ago
node2vec: Scalable Feature Learning for Networks , KDD'16
[arxiv]
Deep Neural Networks for Learning Graph Representations , AAAI'16
[Matlab] 42 about 8 years ago
Holographic Embeddings of Knowledge Graphs , AAAI'16
[Python-sklearn] 172 over 6 years ago
Complex Embeddings for Simple Link Prediction , ICML'16
[arxiv]
[paper]
[arxiv]
[arxiv]
[Python gensim] 908 over 2 years ago
PowerWalk: Scalable Personalized PageRank via Random Walks with Vertex-Centric Decomposition , CIKM'16
[code] 15 over 8 years ago
LINE: Large-scale information network embedding , WWW'15
[arxiv]
PTE: Predictive Text Embedding through Large-scale Heterogeneous Text Networks , KDD'15
[C++] 96 over 7 years ago
Grarep: Learning graph representations with global structural information , CIKM'15
[Matlab] 53 about 7 years ago
[Julia] 3 about 8 years ago
[Python] 64 over 2 years ago
[Python KarateClub] 2,178 9 months ago
Learning Entity and Relation Embeddings for Knowledge Graph Completion , AAAI'15
[paper]
Network Representation Learning with Rich Text Information , IJCAI'15
[paper]
DeepWalk: Online Learning of Social Representations , KDD'14
[arxiv]
[arxiv]
[paper]

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