Popular GitHub Repositories for Sleep Analysis

DeepSleepNet: a Model for Automatic Sleep Stage Scoring based on Raw Single-Channel EEG

U-Time: A Fully Convolutional Network for Time Series Segmentation

TinySleepNet: An Efficient Deep Learning Model for Sleep Stage Scoring based on Raw Single-Channel EEG by Akara Supratak and Yike Guo from The Faculty of ICT, Mahidol University and Imperial College London respectively

Sleep stage classification using LSTM networks

Multi-Scored Sleep Databases: How to Exploit the Multiple-Labels in Automated Sleep Scoring