Explaining the cosine similarity of 2 vectors: an important measure of language proximity in Natural Language Processing (NLP)
Cosine similarity is a widely used measure of language proximity or ‘closeness’ in Natural Language Processing (NLP). This tutorial will explain what cosine similarity is, by setting out some of the background mathematics using worked examples and Python code. The…