Playing with Recurrent Neural Networks

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It was a fun project that I undertook inspired by Karpathy's CharRNN blog. ...learn more

Artificial Intelligence

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Overview / Usage

In the project I trained a GRU based recurrent neural network to generate

  1. A paper (after training on Einstein's famous Special Relativity Paper)
  2. Narendra Modi's Speech
  3. Source code of Atom OS

After that I trained the network on a simplified language (consisting of brackets and numbers) and analysed the hidden states of the GRU to look for patters. to do this I generated a bokeh plot.
I have compiled and published my results in form of a blog on https://euler16.github.io

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