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Use RNNs to generate shakespeare poems

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About The Project

Train and test a Recurrent Neural Network.

What I learned from this project

  • Implement a recurrent neural network from scratch
  • Use of python libraries like numpy, matplotlib and tensorflow
  • Implement AdaGrad
  • Fix the gradient exploding problem
  • Implement back propagation for RNN

Getting Started

  1. Open anaconda command prompt, cd to the desired lab and run:
    jupyter notebook

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Use RNNs to generate shakespeare poems

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