install anaconda to run the notebook.
Intall required packages using:
conda install -c pytorch torchvision tqdm matplotlib
Here is an example of original and reconstrcuted images of first 64 digits from the validation set. Here the original images of shape (28 x 28 = 784) are encoded to (1 x 64) in latent representation.

