https://github.com/omarsar/rnn_introduction_fundamentals

Introduction to the Fundamentals of RNN
https://github.com/omarsar/rnn_introduction_fundamentals

classification deep-learning machine-learning recurrent-neural-networks rnn rnn-tensorflow

Last synced: 2 months ago
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Introduction to the Fundamentals of RNN

• Host: GitHub
• URL: https://github.com/omarsar/rnn_introduction_fundamentals
• Owner: omarsar
• Created: 2017-12-19T02:24:48.000Z (over 7 years ago)
• Default Branch: master
• Last Pushed: 2017-12-19T03:51:07.000Z (over 7 years ago)
• Last Synced: 2025-03-24T18:13:04.280Z (3 months ago)
• Topics: classification, deep-learning, machine-learning, recurrent-neural-networks, rnn, rnn-tensorflow
• Language: Jupyter Notebook
• Size: 5.75 MB
• Stars: 7
• Watchers: 1
• Forks: 5
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
Introduction to the Fundamentals of Recurrent Neural Networks (RNNs). This material is for beginners and anyone wanting to review the basics of Recurrent Neural Networks. All code is in Tensorflow.

Find accompanying slides [here](https://github.com/omarsar/rnn_introduction_fundamentals/blob/master/Introduction%20to%20fundamentals%20of%20RNNs.pdf).

Find accompanying code [here](https://github.com/omarsar/rnn_introduction_fundamentals/blob/master/RNN.ipynb).

Preview of Slides:

![alt txt](https://docs.google.com/drawings/d/e/2PACX-1vTjABLRkXNr11N5k3o14X-cJnPM5cCrpu2Z1t1BL0Mx1B6pRXb60KHtmaIyeEYV_2NdU3F5zE60AIF7/pub?w=600&h=300)

Preview of Jupyter Nodebook:

![alt txt](https://github.com/omarsar/rnn_introduction_fundamentals/blob/master/rnn_preview.gif)