benedekrozemberczki / GraphWaveMachine Sponsor Star 182 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
dkaslovsky / GraphRole Star 75 Code Issues Pull requests Automatic feature extraction and node role assignment for transfer learning on graphs (ReFeX & RolX) graph network feature-extraction transfer-learning network-analysis graph-analysis refex rolx Updated Oct 9, 2023 Python
benedekrozemberczki / RolX Sponsor Star 61 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
dbcls / RefEx Star 6 Code Issues Pull requests RefEx: a reference gene expression dataset of mammalian tissues and cell lines measured by different methods gene gene-expression transcriptome refex Updated May 10, 2022 R