TensorFlow Machine Learning Cookbook - Second Edition

How it works...

We loaded our preceding CBOW embeddings and performed logistic regression on the average embedding of a review. The important methods to note here are how we load model variables from the disk onto already initialized variables in our current model. We also have to remember to store and load our vocabulary dictionary created prior to training the embeddings. It is very important to have the same mapping from words to embedding indices when using the same embedding.