struc2vec 开源项目推荐（12 个）

shenweichen /GraphEmbedding

Implementation and experiments of graph embedding algorithms.

benedekrozemberczki /CapsGNN

“胶囊图神经网络”（ICLR 2019）的PyTorch实现。

benedekrozemberczki /graph2vec

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

xiangyue9607 /BioNEV

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

benedekrozemberczki /GraphWaveMachine

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

benedekrozemberczki /role2vec

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

benedekrozemberczki /diff2vec

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

benedekrozemberczki /M-NMF

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

benedekrozemberczki /RolX

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

maxuewei2 /RiWalk

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

benedekrozemberczki /GRAF

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

Flians /GraphComputing

Graph representation, GNN, and some graph algorithms