Here are implementations of the MIWAE method for handling missing data with deep generative modelling.
This is based on the following paper:
P.-A. Mattei & J. Frellsen, MIWAE: Deep Generative Modelling and Imputation of Incomplete Data Sets, Proceedings of the 36th International Conference on Machine Learning, PMLR 97:4413-4423, 2019.