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Shakespeare RNN

A Tensorflow based RNN with GRU cells trained on Shakespeare's complete works. This RNN is 3 layers deep with an internal size of 512. It is trained on sequences of 30 characters pulled from Shakespeare's complete works.

Output

Take a look at the text generated from the trained RNN. Here's how the training and test error and cross entropy vary throughout the training iterations.

RNN training/test error

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RNN Generated Works of Shakespeare

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