Another fairly minimal implementation of variational autoencoder (Kingma et al., ICLR 2014) in Theano.
Requirements: Theano, SciPy, and matplotlib.
Example training and visualization for MNIST dataset can be found in mnist_manifold.sh.
You can grab the dataset here;
then change the path in utils.py accordingly.
Example manifold generated: