DERP uses neural networks to solve inference problems in genetic and mathematical epidemiology. In particular, it provides a way to estimate key aspects of an outbreak based on genomic data.
The slides below are from ANZIAM2024 where I presented DERP. If you are interested in deep learning with PyTorch, you might also like my blog.