struc2vec topic
CapsGNN
A PyTorch implementation of "Capsule Graph Neural Network" (ICLR 2019).
diff2vec
Reference implementation of Diffusion2Vec (Complenet 2018) built on Gensim and NetworkX.
graph2vec
A parallel implementation of "graph2vec: Learning Distributed Representations of Graphs" (MLGWorkshop 2017).
GraphWaveMachine
A scalable implementation of "Learning Structural Node Embeddings Via Diffusion Wavelets (KDD 2018)".
M-NMF
An implementation of "Community Preserving Network Embedding" (AAAI 2017)
GraphEmbedding
Implementation and experiments of graph embedding algorithms.
role2vec
A scalable Gensim implementation of "Learning Role-based Graph Embeddings" (IJCAI 2018).
BioNEV
Graph Embedding Evaluation / Code and Datasets for "Graph Embedding on Biomedical Networks: Methods, Applications, and Evaluations" (Bioinformatics 2020)
RolX
An alternative implementation of Recursive Feature and Role Extraction (KDD11 & KDD12)