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.

Getting started

  • Look at the examples/recipes (TODO)

  • Read our paper (TODO)

  • Check the repository (TODO)

Discrete-time survival analysis



Indices and tables