Welcome to discotime’s documentation!
Discotime is a python package for discrete-time survival analysis with competing risks using neural networks. It relies on PyTorch Lightning to provide an easy-to-use interface, but can still be customized to your heart’s content. The packages contains an implementation of discrete time-to-event models for neural networks (using PyTorch), different evaluation metrics, and a couple of different competing risk datasets.
Look at the examples/recipes (TODO)
Read our paper (TODO)
Check the repository (TODO)