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PecanPy: a fast, efficient and parallelized Python implementation of node2vec

SUMMARY: Learning low-dimensional representations (embeddings) of nodes in large graphs is key to applying machine learning on massive biological networks. Node2vec is the most widely used method for node embedding. However, its original Python and C++ implementations scale poorly with network densi...

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Detalles Bibliográficos
Autores principales: Liu, Renming, Krishnan, Arjun
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8504639/
https://www.ncbi.nlm.nih.gov/pubmed/33760066
http://dx.doi.org/10.1093/bioinformatics/btab202