discotime 0.1.0

Discrete-time competing risk analysis with neural networks

Discotime: Discrete-time Competing Risks Models with PyTorch Lightning

Docs | Installation | Tutorial | Examples

Discotime is a python package for discrete-time survival analysis with neural networks that have been designed to handle competing risk models. The package relies on PyTorch Lightning to provide an easy-to-use interface, that still can 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.

The package is currently under development, Breaking changes are to be expected.