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The Top 11 Struc2vec Open Source Projects

Open source projects categorized as Struc2vec
Categories > Struc2vec
Graphembedding ⭐ 2,834
Implementation and experiments of graph embedding algorithms.
most recent commit 2 years ago
Capsgnn ⭐ 1,180
A PyTorch implementation of "Capsule Graph Neural Network" (ICLR 2019).
most recent commit a year ago
Graph2vec ⭐ 791
A parallel implementation of "graph2vec: Learning Distributed Representations of Graphs" (MLGWorkshop 2017).
most recent commit a year ago
Graphwavemachine ⭐ 171
A scalable implementation of "Learning Structural Node Embeddings Via Diffusion Wavelets (KDD 2018)".
most recent commit a year ago
Role2vec ⭐ 157
A scalable Gensim implementation of "Learning Role-based Graph Embeddings" (IJCAI 2018).
most recent commit a year ago
M Nmf ⭐ 119
An implementation of "Community Preserving Network Embedding" (AAAI 2017)
most recent commit a year ago
Diff2vec ⭐ 116
Reference implementation of Diffusion2Vec (Complenet 2018) built on Gensim and NetworkX.
most recent commit a year ago
Bionev ⭐ 111
Graph Embedding Evaluation / Code and Datasets for "Graph Embedding on Biomedical Networks: Methods, Applications, and Evaluations" (Bioinformatics 2020)
most recent commit 4 years ago
Rolx ⭐ 56
An alternative implementation of Recursive Feature and Role Extraction (KDD11 & KDD12)
most recent commit a year ago
Graf ⭐ 10
Inner product natural graph factorization machine used in 'GEMSEC: Graph Embedding with Self Clustering' .
most recent commit 2 years ago
Riwalk ⭐ 6
Code for the ICDM 2019 Paper "RiWalk: Fast Structural Node Embedding via Role Identification".
most recent commit 4 years ago
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