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Learning embeddings from item co-occurrence statistics, and building an approx. nearest neighbour index

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Learning embeddings from Co-occurrence statistics

This repository includes examples of how to:

  1. Create item co-occurrence statistics from tabular data using Apache Beam
  2. Learning item embeddings using TensorFlow tf.estimator APIs
  3. Extract the trained embeddings and build an approximate nearest neighbours index using ANNOY

About

Learning embeddings from item co-occurrence statistics, and building an approx. nearest neighbour index

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