Official implementation of

• The U-Time [1] model for general-purpose time-series segmentation.
• The U-Sleep [2] model for resilient high-frequency sleep staging.

This repository may be used to train both the original U-Time and newer U-Sleep models. However, the repository has been significantly extended since [1] and may gradually diverge from the version described in [2]. Earlier versions may be found at:

• U-Sleep paper version.
• Latest U-Time only version.
• U-Time paper version.

• Overview
• System Requirements
• Installation Guide
• U-Sleep Demo
• Full Reproduction of U-Sleep
• U-Time Example
• U-Time and U-Sleep References