Sentiment Prediction RNN

Welcome to this lesson on building a recurrent neural network for predicting sentiment. This is intended to give you more experience building RNNs. I'm using the dataset from Andrew Trask's lesson, a bunch of movie reviews from IMDB labeled with sentiment (positive or negative).

I'm going to have you implement this RNN. You can find the notebooks in our public GitHub repo . You can download the notebooks from the sentiment-rnn folder there, or clone the repository:

git clone https://github.com/udacity/deep-learning.git

If you already have the repo, do a git pull to get the new notebooks.

The Data

The data, reviews.txt and labels.txt , is located in the sentiment_network directory. You can also find the labels here and the reviews here .