"Deep Generative Modeling": Introductory Examples

Course materials of "Bayesian Modelling and Probabilistic Programming with Numpyro, and Deep Generative Surrogates for Epidemiology"

Code accompanying the notMIWAE paper

AI that generates human faces which have never been seen before. The future is now 😁

Code, documentation, and tutorials for the DGD model trained on bulk RNA-Seq data.

Importance Weighted Autoencoders in TensorFlow 2, reproducing results from the IWAE paper with 1 or 2 stochastic layers

Python scripts to test generating and inverting fluvial deposits using GANs

Superclass-class conditional Gaussian mixture model for learning fine-grained embeddings

Repository of a research project on the use of deep generative diffusion models to analyze morphological relationships in human brain structures.