This video is all about autoencoders! I start off explaining what an autoencoder is and how it works. Then I talk about some use cases for autoencoders and the special types of autoencoders we use for each of them. Finally, I programmatically go through an example of a simple autoencoder, followed by a demo.
The code for this video is here:
https://github.com/llSourcell/autoencoder_demo/tree/master
I created a Slack channel for us, sign up here:
https://wizards.herokuapp.com/
Autoencoder live demo in the browser:
https://cs.stanford.edu/people/karpathy/convnetjs/demo/autoencoder.html
and here are some great links to read up on autoencoders:
http://ufldl.stanford.edu/tutorial/unsupervised/Autoencoders/
http://lazyprogrammer.me/a-tutorial-on-autoencoders/
https://blog.keras.io/building-autoencoders-in-keras.html
https://www.quora.com/What-are-the-best-resources-for-learning-about-autoencoders-from-scratch
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