Embedding Projector: Interactive Visualization and Interpretation of Embeddings

Abstract

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.

Presented at NIPS 2016 Workshop on Interpretable Machine Learning in Complex Systems