Debugging/Change Log

Nick: Model not reconstructing well.

Rewrote entire VAE model architecture. Needs testing. Old architecture is saved in .old_notebooks/

Nick: Debugging nan loss.

Tried different loss function -> returned non-nan.

Tried adding eps to both BCE inputs -> no difference.

Switched y and y_hat in loss = lossfn(y,y_hat) in training and evaluation loops -> success?

Nick:

Moved around and renamed files, so it's easier for the examiners to understand. Checked, that it didn't brake anything.