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Life & fun · April 26, 2020

Role2Vec: Learning Role-Based Graph Embeddings

A scalable Gensim implementation of "Learning Role-based Graph Embeddings" (IJCAI 2018). - benedekrozemberczki/role2vec

Role2Vec: Learning Role-Based Graph Embeddings launched on April 26, 2020 with 14 votes, #1,174 of 5,003 launches that month and more than 75% of that year's launches. The site was still online in September 2026, 6 years on.

Visit github.com ↗Alternativestop 23% of April 2020

In plain words

Role2Vec is a graph embedding tool that learns role-based representations of network structures. It is designed for researchers and data scientists working with graph data who need to identify and represent structural patterns and node roles within networks. The tool stands out by focusing on role discovery rather than proximity-based embeddings, making it useful for tasks like community detection and node classification.

written from the facts on this page · September 2026

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