benedekrozemberczki / GraphWaveMachine Sponsor Star 183 Code Issues Pull requests 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 Updated Mar 18, 2023 Python
benedekrozemberczki / RolX Sponsor Star 64 Code Issues Pull requests 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 Updated Nov 6, 2022 Python
maxuewei2 / RiWalk Star 13 Code Issues Pull requests 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 Updated Apr 27, 2020 Python
benedekrozemberczki / GRAF Sponsor Star 10 Code Issues Pull requests 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 Updated Sep 19, 2022 Python