This repository provides a reference implementation of struc2vec.
Implementation and experiments of graph embedding algorithms.
A PyTorch implementation of "Capsule Graph Neural Network" (ICLR 2019).
翻译 - “胶囊图神经网络”的PyTorch实现（ICLR 2019）。
采用深度学习的图表征学习，包括Deepwalk\line\node2vec\sdne\struc2vec等—截止20190815
Graph Embedding Evaluation / Code and Datasets for "Graph Embedding on Biomedical Networks: Methods, Applications, and Evaluations" (Bioinformatics 2020)
A parallel implementation of "graph2vec: Learning Distributed Representations of Graphs" (MLGWorkshop 2017).
翻译 - “ graph2vec：学习图的分布式表示形式”（MLGWorkshop 2017）的并行实现。
A scalable Gensim implementation of "Learning Role-based Graph Embeddings" (IJCAI 2018).
An implementation of "Community Preserving Network Embedding" (AAAI 2017)
Structural identity is a concept of symmetry in which network nodes are identified according to the network structure and their relationship to other nodes. Structural identity has been studied in the...
A scalable implementation of "Learning Structural Node Embeddings Via Diffusion Wavelets (KDD 2018)".