structural-embedding

There are 1 repository under structural-embedding topic.

GraphWaveMachine
benedekrozemberczki / GraphWaveMachine
A scalable implementation of "Learning Structural Node Embeddings Via Diffusion Wavelets (KDD 2018)".
graph-wavelet laplacian graph-embedding structural-embedding word2vec node2vec struc2vec kdd factorization wavelet graphwave machine-learning structural-role unsupervised-learning refex rolx embedding diffusion heat-kernel spectral
Language:Python 182
benedekrozemberczki / RolX
An alternative implementation of Recursive Feature and Role Extraction (KDD11 & KDD12)
deepwalk node2vec rolx refex struc2vec word2vec gensim tensorflow unsupervised-learning graph-embedding node-embedding factorization implicit-factorization structural-embedding machine-learning deep-learning semisupervised-learning matrix-factorization embedding graph-mining
Language:Python 61
maxuewei2 / RiWalk
Code for the ICDM 2019 Paper "RiWalk: Fast Structural Node Embedding via Role Identification".
network-embedding graph-embedding graph-algorithms graph-representation-learning network-representation-learning structural-embedding graph icdm struc2vec representation-learning graph-representation
Language:Python 13
benedekrozemberczki / GRAF
Inner product natural graph factorization machine used in 'GEMSEC: Graph Embedding with Self Clustering' .
deepwalk node2vec struc2vec word2vec tensorflow unsupervised-learning graph-embedding node-embedding factorization implicit-factorization machine-learning semisupervised-learning matrix-factorization clustering graph embedding structural-embedding community community-detection
Language:Python 10