Hands-on Assignment: Text Generation using Recurrent Neural Networks
In this assignment, you'll be implementing a recurrent neural network to generate text one letter at a time. In particular, we'll start with a corpus of names extracted from news articles, mostly consisting of names of politicians and celebrities. We'll train a RNN on this data, and use it to generate new names! In the process, you'll also encounter adaptive learning rates and learn to generate random samples from a RNN. Let's get started!
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