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I'm looking to build from scratch an implementation of the wake-sleep algorithm, for unsupervised learning with neural networks. 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 (open-source) implementation of this concept. I'm also looking for articles or, in general, resources that could facilitate this task.

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I found the following detailed and well documented Python notebook, which uses only 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. $\endgroup$
    – donkey
    Mar 6, 2019 at 17:47

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