/embeddings-retail

Presentation to describe use of embeddings in grocery retail

Primary LanguageJavaScript

Retail Embeddings

Adam Hornsby

Presentation showcasing work using neural embeddings to represent products, baskets and customers within the same multi-dimensional space.

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The presentation is hosted on GitHub here:

https://anhornsby.github.io/embeddings-retail/index.html#/

Credits

Thank you to the following people for creating the following visualisations used in this presentation:

  1. Embeddings - http://gpucomputing.shef.ac.uk/education/intro_dl_sharc_dgx1/lab06/
  2. word2vec - https://www.tensorflow.org/tutorials/word2vec
  3. King-Queen vectors - http://signaldatascience.com/projects/oliviaschaefer/