AI Features

Embeddings

Use TensorFlow's built-in functions for creating embeddings.

Chapter Goals:

  • Use TensorFlow feature columns to create input embeddings

A. Feature columns

So far, we've dealt with pre-training an embedding model as well as training an embedding model in tandem with an LSTM. In both of these cases, we had to write our own embedding matrix and handle its initialization.

A third option for incorporating word embeddings ...

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