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walklets

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MixHop-and-N-GCN

benedekrozemberczki /MixHop-and-N-GCN

An implementation of "MixHop: Higher-Order Graph Convolutional Architectures via Sparsified Neighborhood Mixing" (ICML 2019).

machine-learning deep-learning tensorflow pytorch deepwalk convolutional-layers convolutional-neural-networks ngcn convolutional gcn node2vec pytorch-cnn graph-attention-networks multi-scale graph-representation-learning walklet graph-convolution graph-attention walklets mixhop

UpdatedNov 6, 2022
Python

MUSAE

benedekrozemberczki /MUSAE

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

UpdatedSep 19, 2022
Python

SINE

benedekrozemberczki /SINE

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

UpdatedMar 18, 2023
Python

GraRep

benedekrozemberczki /GraRep

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

UpdatedNov 6, 2022
Python

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