Embedding Projector: Interactive Visualization and Interpretation of Embeddings

11/16/2016

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by   Daniel Smilkov, et al.

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Embeddings are ubiquitous in machine learning, appearing in recommender systems, NLP, and many other applications. Researchers and developers often need to explore the properties of a specific embedding, and one way to analyze embeddings is to visualize them. We present the Embedding Projector, a tool for interactive visualization and interpretation of embeddings.