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Search results for struc2vec

11 search results found

Graphembedding ⭐ 2,834

Implementation and experiments of graph embedding algorithms.

Capsgnn ⭐ 1,180

A PyTorch implementation of "Capsule Graph Neural Network" (ICLR 2019).

Graph2vec ⭐ 791

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

Graphwavemachine ⭐ 171

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

Role2vec ⭐ 157

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

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

Diff2vec ⭐ 116

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

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

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

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".

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