awesome-network-embedding
A curated list of network embedding techniques.
https://github.com/chihming/awesome-network-embedding
Last synced: 4 days ago
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- [Python
- [Python TensorFlow
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- [KDD 2016
- [Python
- [Arxiv
- [ICLR 2018 OpenReview (rejected)
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- [Python
- [Arxiv
- [AAAI 2018
- [Arxiv
- [Arxiv
- [AAAI 2018
- [Arxiv
- [Arxiv
- [Arxiv
- RSDNE: Exploring Relaxed Similarity and Dissimilarity from Completely-imbalanced Labels for Network Embedding.
- [Arxiv
- Fast Sequence Based Embedding with Diffusion Graphs
- Poincaré Embeddings for Learning Hierarchical Representations
- PRUNE: Preserving Proximity and Global Ranking for Network Embedding
- [arxiv
- Spectral Graph Wavelets for Structural Role Similarity in Networks
- [arxiv
- [arxiv - core)
- Multi-Level Network Embedding with Boosted Low-Rank Matrix Approximation
- [arxiv - simple/)
- [paper
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- [arxiv
- [arxiv
- [paper
- Convolutional 2D Knowledge Graph Embeddings
- [arxiv - grover/node2vec) [[Python-2]](https://github.com/apple2373/node2vec) [[Python-3]](https://github.com/eliorc/node2vec) [[C++]](https://github.com/xgfs/node2vec-c)
- Deep Neural Networks for Learning Graph Representations
- [arxiv
- [paper
- [arxiv
- [arxiv
- [arxiv
- [paper - TransX)
- [paper
- [arxiv - c)
- [arxiv
- [paper - network-embedding-for-graph-representation-learning-in-signed-networks)
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- [Python
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- [code
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- [github
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- [Python
- [Python PyTorch
- [Python PyTorch
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- [Python PyTorch
- [code
- [Python PyTorch
- [Python PyTorch
- [Python PyTorch
- [Python TensorFlow
- [Python PyTorch
- [Python TensorFlow
- [Python
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- [Python PyTorch
- [Python TensorFlow
- [Python PyTorch
- [C++
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- [Matlab
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- [Python KarateClub
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- Learning Entity and Relation Embeddings for Knowledge Graph Completion
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- Grarep: Learning graph representations with global structural information
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- [Python TensorFlow
- [Python PyTorch
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- [Lua
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- [Matlab
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- [PyTorch - embedding)
- [code
- [Python
- [Fast Python
- Spectral Graph Wavelets for Structural Role Similarity in Networks
- [Python
- [code
- struc2vec: Learning Node Representations from Structural Identity
- [Python
- [Python
- [Python
- [Python TensorFlow
- ICE: Item Concept Embedding via Textual Information
- [demo
- [Python Tensorflow
- [Python
- [source
- node2vec: Scalable Feature Learning for Networks
- [Matlab - Keras)
- Holographic Embeddings of Knowledge Graphs
- [Python-sklearn - sklearn2]](https://github.com/mnick/scikit-kge)
- Complex Embeddings for Simple Link Prediction
- [Python gensim
- PowerWalk: Scalable Personalized PageRank via Random Walks with Vertex-Centric Decomposition
- [code
- LINE: Large-scale information network embedding
- PTE: Predictive Text Embedding through Large-scale Heterogeneous Text Networks
- [C++
- [Matlab
- [Julia
- [Python
- Network Representation Learning with Rich Text Information
- DeepWalk: Online Learning of Social Representations
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- [paper
- StarSpace: Embed All The Things!
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- [arxiv
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- [Python TensorFlow
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- [dataset
- [paper
- [paper
- [Python
- [KDD 2016
- [Paper
- [Python
- Poincaré Embeddings for Learning Hierarchical Representations
- PRUNE: Preserving Proximity and Global Ranking for Network Embedding
- [paper
- [paper
- Convolutional 2D Knowledge Graph Embeddings
- [paper
- [paper - TransX)
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Categories
Sub Categories
Keywords
machine-learning
23
node2vec
23
deepwalk
23
deep-learning
21
graph-embedding
18
network-embedding
18
node-embedding
15
tensorflow
14
pytorch
14
word2vec
12
implicit-factorization
8
gensim
8
embedding
8
graph-convolution
8
sklearn
7
representation-learning
7
unsupervised-learning
7
gcn
7
matrix-factorization
7
graph-neural-network
7
graph-neural-networks
7
community-detection
6
graph2vec
6
graph-representation-learning
6
nmf
5
gemsec
5
graph-classification
5
struc2vec
5
neural-network
5
graph
5
tadw
5
node-classification
5
dimensionality-reduction
4
graph-attention
4
factorization
4
walklets
4
graph-attention-networks
4
research
4
asne
4
clustering
4
semisupervised-learning
3
graphsage
3
walklet
3
embeddings
3
aane
3
networkx
3
gnn
3
convolutional-neural-networks
3
diff2vec
3
transformer
3