benedekrozemberczki / graph2vec Sponsor Star 928 Code Issues Pull requests A parallel implementation of "graph2vec: Learning Distributed Representations of Graphs" (MLGWorkshop 2017). machine-learning kernel word2vec deepwalk matrix-factorization transformer unsupervised-learning graph-kernel node2vec weisfeiler-lehman noise-contrastive-estimation graph-embedding graph2vec subgraph2vec graph-wavelet node-embedding struc2vec implicit-matrix-factorization diff2vec gemsec Updated Nov 6, 2022 Python
benedekrozemberczki / GraphWaveMachine Sponsor Star 189 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 / role2vec Sponsor Star 167 Code Issues Pull requests 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 Updated Nov 6, 2022 Python
fabnavarro / gasper Star 8 Code Issues Pull requests Graph Signal Processing in R data-science machine-learning r statistics graph suitesparse graph-signal-processing wavelet-transform graph-wavelet spectral-graph-theory Updated Nov 15, 2025 R
HySonLab / LearnMMF Star 1 Code Issues Pull requests Learning to Solve Multiresolution Matrix Factorization by Manifold Optimization and Evolutionary Metaheuristics evolutionary-algorithms wavelet-transform graph-convolutional-network graph-wavelet matrix-factorisation multiresolution-analysis stiefel-manifold-optimization directed-evolution Updated Dec 9, 2025 Roff