struc2vec

Implementation and experiments of graph embedding algorithms.

#计算机科学#A PyTorch implementation of "Capsule Graph Neural Network" (ICLR 2019).

#计算机科学#A parallel implementation of "graph2vec: Learning Distributed Representations of Graphs" (MLGWorkshop 2017).

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

#计算机科学#A scalable implementation of "Learning Structural Node Embeddings Via Diffusion Wavelets (KDD 2018)".

#计算机科学#A scalable Gensim implementation of "Learning Role-based Graph Embeddings" (IJCAI 2018).

#计算机科学#Reference implementation of Diffusion2Vec (Complenet 2018) built on Gensim and NetworkX.

#计算机科学#An implementation of "Community Preserving Network Embedding" (AAAI 2017)

#计算机科学#An alternative implementation of Recursive Feature and Role Extraction (KDD11 & KDD12)

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

#计算机科学#Inner product natural graph factorization machine used in 'GEMSEC: Graph Embedding with Self Clustering' .

Graph representation, GNN, and some graph algorithms