benedekrozemberczki / MUSAE Sponsor Star 151 Code Issues Pull requests The reference implementation of "Multi-scale Attributed Node Embedding". (Journal of Complex Networks 2021) deep-learning word2vec deepwalk gensim network-analysis embedding network-embedding node2vec graph-embedding node-embedding gemsec implicit-factorization asonam tadw attributed-embedding aane asne musae walklets graph-neural-network Updated Sep 19, 2022 Python
benedekrozemberczki / ASNE Sponsor Star 79 Code Issues Pull requests A sparsity aware and memory efficient implementation of "Attributed Social Network Embedding" (TKDE 2018). data-science tensorflow word2vec deepwalk feature-extraction dimensionality-reduction factorization representation-learning embedding network-embedding node2vec graph-embedding attributed node-embedding diff2vec gemsec attributed-embedding 2vec aane asne Updated Nov 6, 2022 Python
benedekrozemberczki / SINE Sponsor Star 71 Code Issues Pull requests A PyTorch Implementation of "SINE: Scalable Incomplete Network Embedding" (ICDM 2018). machine-learning deep-learning tensorflow sklearn torch pytorch deepwalk networkx dimensionality-reduction gensim unsupervised-learning network-embedding node2vec graph-embedding node-embedding tadw aane asne walklets grarep Updated Mar 18, 2023 Python
benedekrozemberczki / GraRep Sponsor Star 60 Code Issues Pull requests A SciPy implementation of "GraRep: Learning Graph Representations with Global Structural Information" (WWW 2015). deep-learning word2vec deepwalk matrix-factorization gensim svd embedding network-embedding nmf singular-value-decomposition node2vec graph-embedding graph2vec node-embedding tadw aane asne walklets grarep role2vec Updated Nov 6, 2022 Python