Embedding Projector: Interactive Visualization and Interpretation of Embeddings

@article{Smilkov2016EmbeddingPI,
  title={Embedding Projector: Interactive Visualization and Interpretation of Embeddings},
  author={Daniel Smilkov and Nikhil Thorat and Charles Nicholson and Emily Reif and Fernanda B. Vi{\'e}gas and Martin Wattenberg},
  journal={CoRR},
  year={2016},
  volume={abs/1611.05469}
}
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. 
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