Guides

These guides cover a wide range of SleepKit topics, from core concepts to experiments to complete notebook training examples. The goal is to provide a comprehensive understanding of the SleepKit ADK framework and its capabilities.

Core Concepts

This section contains guides to explain the core concepts of SleepKit.

Experiments

This section contains experiments to investigate the impact of different design choices on the performance of the model.

• Sleep Stage Ablation: Ablation studies to investigate the impact of different design choices on the performance of 4-stage sleep staging.

Notebook Examples

This section contains Jupyter notebook examples to demonstrate the training process of SleepKit.

• Train Sleep Detect Model: Training simple sleep detection model using IMU data on wrist.