Graph representation, GNN, and some graph algorithms
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Updated
Oct 13, 2020 - Java
Graph representation, GNN, and some graph algorithms
Inner product natural graph factorization machine used in 'GEMSEC: Graph Embedding with Self Clustering' .
Code for the ICDM 2019 Paper "RiWalk: Fast Structural Node Embedding via Role Identification".
An alternative implementation of Recursive Feature and Role Extraction (KDD11 & KDD12)
An implementation of "Community Preserving Network Embedding" (AAAI 2017)
Reference implementation of Diffusion2Vec (Complenet 2018) built on Gensim and NetworkX.
A scalable Gensim implementation of "Learning Role-based Graph Embeddings" (IJCAI 2018).
A scalable implementation of "Learning Structural Node Embeddings Via Diffusion Wavelets (KDD 2018)".
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).
A PyTorch implementation of "Capsule Graph Neural Network" (ICLR 2019).
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