struc2vec

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

gae deepwalk matrix-factorization network-embedding link-prediction node2vec graph-embedding node-classification graph-embedding-methods struc2vec sdne graph-embeddings-evaluation biomedical-networks line-embedding graph-factorization biomedical-graphs

UpdatedApr 14, 2020
Python

benedekrozemberczki /GraphWaveMachine

Sponsor

Star185

A scalable implementation of "Learning Structural Node Embeddings Via Diffusion Wavelets (KDD 2018)".

machine-learning word2vec spectral factorization kdd wavelet unsupervised-learning embedding diffusion laplacian refex node2vec graph-embedding graphwave graph-wavelet struc2vec rolx structural-embedding structural-role heat-kernel

UpdatedMar 18, 2023
Python

benedekrozemberczki /role2vec

Sponsor

Star166

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

machine-learning research deep-learning tensorflow word2vec sklearn network-science pytorch deepwalk gensim representation-learning network-embedding node2vec weisfeiler-lehman graph-embedding graph-wavelet node-embedding struc2vec implicit-factorization graph-neural-network

UpdatedNov 6, 2022
Python

benedekrozemberczki /diff2vec

Sponsor

Star126

Reference implementation of Diffusion2Vec (Complenet 2018) built on Gensim and NetworkX.

machine-learning deep-learning neural-network tensorflow embeddings deepwalk gensim complex-networks factorization unsupervised-learning embedding network-embedding diffusion node2vec graph-embedding node-embedding struc2vec diff2vec implicit-factorization semisupervised-learning

UpdatedNov 6, 2022
Python

benedekrozemberczki /M-NMF

Sponsor

Star121

An implementation of "Community Preserving Network Embedding" (AAAI 2017)

machine-learning deep-learning neural-network clustering tensorflow community-detection deepwalk matrix-factorization factorization representation-learning unsupervised-learning come nmf laplacian node2vec struc2vec implicit-factorization semisupervised-learning m-nmf mnmf

UpdatedNov 6, 2022
Python

benedekrozemberczki /RolX

Sponsor

Star70

An alternative implementation of Recursive Feature and Role Extraction (KDD11 & KDD12)

machine-learning deep-learning tensorflow word2vec deepwalk matrix-factorization gensim factorization unsupervised-learning graph-mining embedding refex node2vec graph-embedding node-embedding struc2vec rolx implicit-factorization structural-embedding semisupervised-learning

UpdatedNov 6, 2022
Python

maxuewei2 /RiWalk

Star14

Code for the ICDM 2019 Paper "RiWalk: Fast Structural Node Embedding via Role Identification".

graph graph-algorithms icdm representation-learning network-embedding graph-representation graph-embedding network-representation-learning graph-representation-learning struc2vec structural-embedding

UpdatedApr 27, 2020
Python

benedekrozemberczki /GRAF

Sponsor

Star11

Inner product natural graph factorization machine used in 'GEMSEC: Graph Embedding with Self Clustering' .

community machine-learning graph clustering tensorflow word2vec community-detection deepwalk matrix-factorization factorization unsupervised-learning embedding node2vec graph-embedding node-embedding struc2vec implicit-factorization structural-embedding semisupervised-learning

UpdatedSep 19, 2022
Python

Flians /GraphComputing

Star4

Graph representation, GNN, and some graph algorithms

graph-algorithms csr graph-representation struc2vec gnn

UpdatedOct 13, 2020
Java

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struc2vec

Here are 12 public repositories matching this topic...

shenweichen /GraphEmbedding

benedekrozemberczki /CapsGNN

benedekrozemberczki /graph2vec

xiangyue9607 /BioNEV

benedekrozemberczki /GraphWaveMachine

benedekrozemberczki /role2vec

benedekrozemberczki /diff2vec

benedekrozemberczki /M-NMF

benedekrozemberczki /RolX

maxuewei2 /RiWalk

benedekrozemberczki /GRAF

Flians /GraphComputing

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