Deep Learning libraries like DL4J have come a long way, and this post exhibits how we can do regular tasks of building a Java app, training and evaluating a model — easily & agnostic of platform!

See how we can analyse movie reviews using DL4J in Java (NLP feature) just using command-line tools and a cloud platform to train and evaluate the language model (using a pre-trained model).

Here's what we need to be able to get started: The how part of this task is not hard once we have our goals and requirements clear, we will expand on this in the following sections. We have all of the code and instructions needed to get started with this post, captured for you on GitHub.

You might have noticed several artifacts in the Outputs sub-tab. That's because we save a checkpoint at the end of each epoch!

You might have noticed several artifacts in the Outputs sub-tab. That's because we save a checkpoint at the end of each epoch!