Deep Walk: The overlooked lovechild of NLP and graph data structures

Random Walks and Word2Vec outperform matrix factorization, producing amazingly powerful node embeddings

credit: Pixabay

The theory

In recent years, natural language processing (NLP) has experienced a renaissance of innovation; it seems every year, some new…