An open-source sleep stage classification Python package
☆113Sep 21, 2025Updated 9 months ago
Alternatives and similar repositories for AutoSleepScorer
Users that are interested in AutoSleepScorer are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- DeepSleepNet: a Model for Automatic Sleep Stage Scoring based on Raw Single-Channel EEG☆487Jul 19, 2024Updated last year
- Automated sleep staging scoring and narcolepsy identification☆91Jun 24, 2024Updated 2 years ago
- SleepEEGNet: Automated Sleep Stage Scoring with Sequence to Sequence Deep Learning Approach☆270Aug 27, 2021Updated 4 years ago
- Package to analyze EEG, ECoG and other electrophysiology formats. It allows for visualization of the results and for a GUI that can be us…☆99Apr 29, 2026Updated 2 months ago
- EEG Sleep stage classification using CNN with Keras☆185Jun 17, 2024Updated 2 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- TinySleepNet: An Efficient Deep Learning Model for Sleep Stage Scoring based on Raw Single-Channel EEG by Akara Supratak and Yike Guo fro…☆173Aug 23, 2023Updated 2 years ago
- ☆29Oct 22, 2021Updated 4 years ago
- Joint Classification and Prediction CNN Framework for Automatic Sleep Stage Classification☆43Dec 7, 2023Updated 2 years ago
- YASA (Yet Another Spindle Algorithm): a Python package to analyze polysomnographic sleep recordings.☆569Apr 11, 2026Updated 2 months ago
- Implementation of DeepSleepNet for classifying EEG signals into one of six sleep stages based on Supratak et. al 2017☆12Nov 13, 2018Updated 7 years ago
- Sleep stage automatic classifier using CNNs and LSTMs to process frequency signals of brain activity recorded via ElectroEncephaloGram EE…☆20Dec 20, 2021Updated 4 years ago
- Sleep stage detection using ECG☆139Jun 22, 2026Updated last week
- Multichannel Sleep Spindle Detector for sleep EEG☆12May 24, 2020Updated 6 years ago
- Python implementation of a multitaper window method for estimating Wigner spectra for certain locally stationary processes☆20Jan 7, 2025Updated last year
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- A multi-purpose GPU-accelerated open-source suite for brain data visualization☆257Jul 11, 2024Updated last year
- Sleep stage classification using BCG-based pressure signals and residual-biLSTM networks☆16Aug 2, 2024Updated last year
- Notebooks for training the classifier of YASA sleep staging☆27Nov 20, 2021Updated 4 years ago
- ☆28Dec 10, 2022Updated 3 years ago
- Benchmark code for the paper: "Dreem Open Datasets: Multi-Scored Sleep Datasets to compare Human and Automated sleep staging"☆100Jul 29, 2025Updated 11 months ago
- EEGLAB-compatible analysis software for manual / visual sleep stage scoring, signal processing and event marking of polysomnographic (PSG…☆24May 27, 2026Updated last month
- ☆43Nov 12, 2021Updated 4 years ago
- Code repository for SLEEPNET paper☆13Mar 29, 2017Updated 9 years ago
- Classification of sleep stages using accelerometer data☆54Jul 13, 2022Updated 3 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- SalientSleepNet: Multimodal Salient Wave Detection Network for Sleep Staging☆58Jun 7, 2021Updated 5 years ago
- Analytical pipeline and R functions for testing the performance of sleep-tracking technology.☆16Jan 5, 2024Updated 2 years ago
- A list of papers for sleep stages classification using machine learning/deep learning.☆94Aug 14, 2022Updated 3 years ago
- Wearanize+ is a multimodal sleep dataset containing overnight sleep data from 130 young, healthy participants using PSG and three wearabl…☆23Jun 7, 2026Updated 3 weeks ago
- Expert-level ECG-only sleep staging☆30Mar 29, 2026Updated 3 months ago
- This repository is dedicated to real-time automation of sleep staging☆24Jul 11, 2020Updated 5 years ago
- [IEEE TETCI] "ADAST: Attentive Cross-domain EEG-based Sleep Staging Framework with Iterative Self-Training"☆38Sep 6, 2023Updated 2 years ago
- U-Time: A Fully Convolutional Network for Time Series Segmentation☆312Jun 24, 2026Updated last week
- [TNSRE 2021] "An Attention-based Deep Learning Approach for Sleep Stage Classification with Single-Channel EEG"☆276Sep 26, 2023Updated 2 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Source code for the EDF Translator☆15Jul 3, 2018Updated 8 years ago
- Code to reproduce results from the paper "Dreem Open Datasets: Multi-Scored Sleep Datasets to compare Human and Automated sleep staging"☆36Oct 11, 2021Updated 4 years ago
- PyTorch implementation of sleep-stage classifier using photoplethysmography (PPG) data.☆16Jan 24, 2023Updated 3 years ago
- Sleep Wave Analysis - an open source toolbox for matlab to score and analyse various waveforms in sleep EEG data☆55Jul 20, 2020Updated 5 years ago
- Automatically score rodent sleep using EEG and EMG recordings☆47Apr 14, 2025Updated last year
- MNE-Features software for extracting features from multivariate time series☆160Mar 16, 2026Updated 3 months ago
- Python package for sleep scoring from EEG data☆29Sep 19, 2014Updated 11 years ago