Projects in Awesome Lists tagged with gemsec

https://github.com/benedekrozemberczki/graph2vec

A parallel implementation of "graph2vec: Learning Distributed Representations of Graphs" (MLGWorkshop 2017).

deepwalk diff2vec gemsec graph-embedding graph-kernel graph-wavelet graph2vec implicit-matrix-factorization kernel machine-learning matrix-factorization node-embedding node2vec noise-contrastive-estimation struc2vec subgraph2vec transformer unsupervised-learning weisfeiler-lehman word2vec

Last synced: 18 Dec 2024

https://github.com/benedekrozemberczki/clustergcn

A PyTorch implementation of "Cluster-GCN: An Efficient Algorithm for Training Deep and Large Graph Convolutional Networks" (KDD 2019).

clustering community-detection deep-learning deepwalk diff2vec gcn gemsec graph-clustering graph-convolution graph-convolutional-networks graph-neural-networks graph2vec graphsage louvain metis musae neural-network node-classification node2vec pytorch

Last synced: 20 Dec 2024

https://github.com/benedekrozemberczki/ClusterGCN

A PyTorch implementation of "Cluster-GCN: An Efficient Algorithm for Training Deep and Large Graph Convolutional Networks" (KDD 2019).

clustering community-detection deep-learning deepwalk diff2vec gcn gemsec graph-clustering graph-convolution graph-convolutional-networks graph-neural-networks graph2vec graphsage louvain metis musae neural-network node-classification node2vec pytorch

Last synced: 12 Nov 2024

https://github.com/benedekrozemberczki/gemsec

The TensorFlow reference implementation of 'GEMSEC: Graph Embedding with Self Clustering' (ASONAM 2019).

clustering community-detection deepwalk deezer embedding facebook gemsec gensim graph-embedding implicit-factorization m-nmf machine-learning matrix-factorization network-embedding neural-network node2vec semisupervised-learning tensorflow unsupervised-learning word2vec

Last synced: 18 Dec 2024

https://github.com/benedekrozemberczki/GEMSEC

The TensorFlow reference implementation of 'GEMSEC: Graph Embedding with Self Clustering' (ASONAM 2019).

clustering community-detection deepwalk deezer embedding facebook gemsec gensim graph-embedding implicit-factorization m-nmf machine-learning matrix-factorization network-embedding neural-network node2vec semisupervised-learning tensorflow unsupervised-learning word2vec

Last synced: 30 Oct 2024

https://github.com/benedekrozemberczki/danmf

A sparsity aware implementation of "Deep Autoencoder-like Nonnegative Matrix Factorization for Community Detection" (CIKM 2018).

autoencoder cikm clustering community-detection coordinate-descent danmf data-science deep-learning deepwalk dimensionality-reduction embedding gemsec machine-learning mnmf nmf node-embedding node2vec sklearn unsupervised-learning word2vec

Last synced: 18 Dec 2024

https://github.com/benedekrozemberczki/DANMF

A sparsity aware implementation of "Deep Autoencoder-like Nonnegative Matrix Factorization for Community Detection" (CIKM 2018).

autoencoder cikm clustering community-detection coordinate-descent danmf data-science deep-learning deepwalk dimensionality-reduction embedding gemsec machine-learning mnmf nmf node-embedding node2vec sklearn unsupervised-learning word2vec

Last synced: 30 Oct 2024

https://github.com/benedekrozemberczki/musae

The reference implementation of "Multi-scale Attributed Node Embedding". (Journal of Complex Networks 2021)

aane asne asonam attributed-embedding deep-learning deepwalk embedding gemsec gensim graph-embedding graph-neural-network implicit-factorization musae network-analysis network-embedding node-embedding node2vec tadw walklets word2vec

Last synced: 14 Nov 2024

https://github.com/benedekrozemberczki/MUSAE

The reference implementation of "Multi-scale Attributed Node Embedding". (Journal of Complex Networks 2021)

aane asne asonam attributed-embedding deep-learning deepwalk embedding gemsec gensim graph-embedding graph-neural-network implicit-factorization musae network-analysis network-embedding node-embedding node2vec tadw walklets word2vec

Last synced: 08 Nov 2024

https://github.com/benedekrozemberczki/edmot

An implementation of "EdMot: An Edge Enhancement Approach for Motif-aware Community Detection" (KDD 2019)

community-detection deep-learning deepwalk gcn gemsec gnn graph-algorithm graph-clustering graph-deco graph-embedding graph-motif graph-partitioning graph2vec igraph louvain motif network-embedding network-motif networkx node2vec

Last synced: 14 Nov 2024

https://github.com/benedekrozemberczki/bane

A sparsity aware implementation of "Binarized Attributed Network Embedding" (ICDM 2018).

bane deepwalk diff2vec dimensionality-reduction embedding factorization fscnmf gemsec graph graph2vec icdm lane line musae node node2vec svd tadw tridnr word2vec

Last synced: 14 Nov 2024

https://github.com/benedekrozemberczki/BANE

A sparsity aware implementation of "Binarized Attributed Network Embedding" (ICDM 2018).

bane deepwalk diff2vec dimensionality-reduction embedding factorization fscnmf gemsec graph graph2vec icdm lane line musae node node2vec svd tadw tridnr word2vec

Last synced: 08 Nov 2024

https://github.com/benedekrozemberczki/asne

A sparsity aware and memory efficient implementation of "Attributed Social Network Embedding" (TKDE 2018).

2vec aane asne attributed attributed-embedding data-science deepwalk diff2vec dimensionality-reduction embedding factorization feature-extraction gemsec graph-embedding network-embedding node-embedding node2vec representation-learning tensorflow word2vec

Last synced: 14 Nov 2024