Conditional Variational Autoencoder (VAE)

[youcefjd (Youcef Djeddar)]

Hi,

Is there anyone who tried to implement VAE with Fastai? Thanks!

[leastsmartestgeek (Marlin)]

Not exactly a VAE but a great foundation

Tabular Autoencoder?

It has been well over a year since I first made this post, and I’m very happy to say we have the solution thanks to some awesome help: (On top of @ytian’s answer)

[leastsmartestgeek (Marlin)]

Hopefully this well written blog by @irhumshafkat can also be of assistance!

Part 2 blogs

Well part 2 has a great focus on generative models, don’t know if VAEs specifically will be covered in class or not, but I wrote a blog trying to intuitively explain why they work, hope it’s useful to someone here:

[sebderhy (Sebastien Derhy)]

Hi, I’m also looking for an implementation of VAE in fastai (not necessarily conditional, although it’s a plus). Is there something out there?