Playing with Recurrent Neural Networks

Playing with Recurrent Neural Networks

Nilay Shrivastava

Nilay Shrivastava

New Delhi, Delhi

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

Artificial Intelligence

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Description

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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Link to my blogpost

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Nilay S. created project Playing with Recurrent Neural Networks

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Playing with Recurrent Neural Networks

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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