- This is an example of a neural network written using Theano used to predict the next word in a sequence.
- We will use this structure to learn vector representations for words
- We will use the t-SNE in order to visualize these representations in 2d.
- Note that the data contains 250 words in the vocabulary, and contains training, testing, and validation data.