Ecosyste.ms: Awesome
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Projects in Awesome Lists tagged with graph2vec
A curated list of projects in awesome lists tagged with graph2vec .
https://github.com/benedekrozemberczki/karateclub
Karate Club: An API Oriented Open-source Python Framework for Unsupervised Learning on Graphs (CIKM 2020)
2vec community-detection deepwalk gcn graph-clustering graph-embedding graph2vec label-propagation louvain machine-learning network-embedding network-science networkx networkx-graph node-embedding node2vec scikit sklearn supervised-learning unsupervised-learning
Last synced: 29 Sep 2024
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: 31 Jul 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: 02 Aug 2024
https://github.com/benedekrozemberczki/datasets
A repository of pretty cool datasets that I collected for network science and machine learning research.
benchmark community-detection data-science dataset deepwalk dimensionality-reduction gcn gnn graph-convolution graph-embedding graph-neural-network graph2vec link-prediction machine-learning network-analysis network-embedding network-science node-classification node-embedding node2vec
Last synced: 01 Aug 2024
https://github.com/benedekrozemberczki/gam
A PyTorch implementation of "Graph Classification Using Structural Attention" (KDD 2018).
attention deep-reinforcement-learning deepwalk gcn graph-attention graph-classification graph-convolution graph2vec graphsage machine-learning neural-networks node2vec pytorch reinforcement-agent reinforcement-learning sklearn structural-attention transfer-learning
Last synced: 26 Sep 2024
https://github.com/benedekrozemberczki/GAM
A PyTorch implementation of "Graph Classification Using Structural Attention" (KDD 2018).
attention deep-reinforcement-learning deepwalk gcn graph-attention graph-classification graph-convolution graph2vec graphsage machine-learning neural-networks node2vec pytorch reinforcement-agent reinforcement-learning sklearn structural-attention transfer-learning
Last synced: 31 Jul 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: 01 Aug 2024
https://github.com/benedekrozemberczki/GraRep
A SciPy implementation of "GraRep: Learning Graph Representations with Global Structural Information" (WWW 2015).
aane asne deep-learning deepwalk embedding gensim graph-embedding graph2vec grarep matrix-factorization network-embedding nmf node-embedding node2vec role2vec singular-value-decomposition svd tadw walklets word2vec
Last synced: 04 Aug 2024
https://github.com/benedekrozemberczki/FEATHER
The reference implementation of FEATHER from the CIKM '20 paper "Characteristic Functions on Graphs: Birds of a Feather, from Statistical Descriptors to Parametric Models".
data-mining deep-learning deep-neural-networks deepwalk graph graph-classification graph-convolution graph-embedding graph-kernel graph2vec machine-learning network-embedding networkx neural-network node-classification node-embedding node2vec pytorch representation-learning tensorflow
Last synced: 01 Aug 2024
https://github.com/benedekrozemberczki/FSCNMF
An implementation of "Fusing Structure and Content via Non-negative Matrix Factorization for Embedding Information Networks".
analytics artifical-intelligence data-mining data-science deepwalk embedding factorization-machine fscnmf graph-embedding graph2vec information-network machine-learning network-embedding nmf node-embedding node2vec pca regularization word2vec word2vec-model
Last synced: 01 Aug 2024
https://github.com/rodrigo-arenas/graph-embeddings
Graph and Nodes embeddings for downstream tasks
deep-learning embeddings graph-algorithms graph-machine-learning graph-neural-networks graph2vec machine-learning networkx neural-networks node2vec stellargraph-library
Last synced: 03 Oct 2024