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I'm looking to build from scratch an implementation of the wake-sleep algorithm also known as an unsupervised neural network. I plan on doing this in Python in order to better understand how it works. In order to facilitate my task I was wondering if anyone could point me to an existing implementation of this concept.

As an aside, I also plan to do the same for a Cascade Correlation Neural Network however I had better luck and found this so if anyone has any better suggestions please do let me know.

Guides, Open Source codebases, articles, etc. are all welcomed.

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While also looking for an implementation of the wake-sleep algorithm, I found this python notebook.

This is well detailed, documented and uses only Python/Numpy!

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I don't know if you are looking for something in a library, but I've found this in a public Github (I've not checked deeply if it fits for you).

I hope that's what you're looking for.

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  • $\begingroup$ That's definitely a start thank you! However it seems to build on tensor flow which is something I would like to avoid. $\endgroup$ – Ge0rges Mar 6 at 17:47

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