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Topic: "struc2vec"

shenweichen/GraphEmbedding

Implementation and experiments of graph embedding algorithms.

Language: Python - Size: 665 KB - Last synced at: 5 days ago - Pushed at: about 1 year ago - Stars: 3,800 - Forks: 1,002

benedekrozemberczki/CapsGNN

A PyTorch implementation of "Capsule Graph Neural Network" (ICLR 2019).

Language: Python - Size: 4.66 MB - Last synced at: 4 days ago - Pushed at: about 2 years ago - Stars: 1,254 - Forks: 199

benedekrozemberczki/graph2vec

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

Language: Python - Size: 217 KB - Last synced at: 3 days ago - Pushed at: over 2 years ago - Stars: 922 - Forks: 169

xiangyue9607/BioNEV

Graph Embedding Evaluation / Code and Datasets for "Graph Embedding on Biomedical Networks: Methods, Applications, and Evaluations" (Bioinformatics 2020)

Language: Python - Size: 27 MB - Last synced at: 18 days ago - Pushed at: about 5 years ago - Stars: 226 - Forks: 76

benedekrozemberczki/GraphWaveMachine

A scalable implementation of "Learning Structural Node Embeddings Via Diffusion Wavelets (KDD 2018)".

Language: Python - Size: 831 KB - Last synced at: 20 days ago - Pushed at: about 2 years ago - Stars: 187 - Forks: 34

benedekrozemberczki/role2vec

A scalable Gensim implementation of "Learning Role-based Graph Embeddings" (IJCAI 2018).

Language: Python - Size: 7.36 MB - Last synced at: about 1 month ago - Pushed at: over 2 years ago - Stars: 167 - Forks: 32

benedekrozemberczki/diff2vec

Reference implementation of Diffusion2Vec (Complenet 2018) built on Gensim and NetworkX.

Language: Python - Size: 3.9 MB - Last synced at: about 1 month ago - Pushed at: over 2 years ago - Stars: 126 - Forks: 20

benedekrozemberczki/M-NMF

An implementation of "Community Preserving Network Embedding" (AAAI 2017)

Language: Python - Size: 569 KB - Last synced at: about 1 month ago - Pushed at: over 2 years ago - Stars: 121 - Forks: 27

benedekrozemberczki/RolX

An alternative implementation of Recursive Feature and Role Extraction (KDD11 & KDD12)

Language: Python - Size: 5.06 MB - Last synced at: about 1 month ago - Pushed at: over 2 years ago - Stars: 70 - Forks: 20

maxuewei2/RiWalk

Code for the ICDM 2019 Paper "RiWalk: Fast Structural Node Embedding via Role Identification".

Language: Python - Size: 2.63 MB - Last synced at: 20 days ago - Pushed at: about 5 years ago - Stars: 14 - Forks: 5

benedekrozemberczki/GRAF

Inner product natural graph factorization machine used in 'GEMSEC: Graph Embedding with Self Clustering' .

Language: Python - Size: 1.57 MB - Last synced at: about 1 month ago - Pushed at: over 2 years ago - Stars: 11 - Forks: 11

Flians/GraphComputing

Graph representation, GNN, and some graph algorithms

Language: Java - Size: 113 MB - Last synced at: almost 2 years ago - Pushed at: over 4 years ago - Stars: 2 - Forks: 3