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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504 forks
last commit: almost 6 years ago
Linked from 6 awesome lists

graph-embeddingsknowledge-graphnetwork-embeddingrepresentation-learning

Paper References with the implementation(s)

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