aane

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MUSAE
benedekrozemberczki / MUSAE
The reference implementation of "Multi-scale Attributed Node Embedding". (Journal of Complex Networks 2021)
musae attributed-embedding node-embedding graph-embedding network-embedding gensim deepwalk node2vec tadw asne aane word2vec asonam walklets gemsec embedding network-analysis deep-learning implicit-factorization graph-neural-network
Language:Python 147
ASNE
benedekrozemberczki / ASNE
A sparsity aware and memory efficient implementation of "Attributed Social Network Embedding" (TKDE 2018).
node2vec deepwalk node-embedding graph-embedding network-embedding word2vec aane asne tensorflow embedding 2vec attributed-embedding diff2vec gemsec attributed dimensionality-reduction data-science representation-learning factorization feature-extraction
Language:Python 79
SINE
benedekrozemberczki / SINE
A PyTorch Implementation of "SINE: Scalable Incomplete Network Embedding" (ICDM 2018).
aane asne deepwalk node2vec machine-learning deep-learning network-embedding graph-embedding node-embedding pytorch torch tensorflow sklearn unsupervised-learning dimensionality-reduction networkx gensim walklets grarep tadw
Language:Python 71
GraRep
benedekrozemberczki / GraRep
A SciPy implementation of "GraRep: Learning Graph Representations with Global Structural Information" (WWW 2015).
deepwalk node2vec role2vec grarep walklets asne aane tadw graph-embedding node-embedding network-embedding embedding gensim svd singular-value-decomposition word2vec graph2vec deep-learning matrix-factorization nmf
Language:Python 60