Contains the models for the experiments conducted and published in the paper "Cardiac Shape Analysis with Nouveau Variational Autoencoder" as part of my dissertation for MSc degree in Computing (Artificial Intelligence and Machine Learning), Imperial College London (2023-2024). Main repository: https://github.com/j-freddy/nvae-shape-encoding With the exception of segmentation models trained for M&Ms dataset (>45GB in size).