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
Alternatives and similar repositories for dreem-learning-evaluation
Users that are interested in dreem-learning-evaluation are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Benchmark code for the paper: "Dreem Open Datasets: Multi-Scored Sleep Datasets to compare Human and Automated sleep staging"☆100Jul 29, 2025Updated 10 months ago
- Transfer learning for sleep stage detection☆36Aug 25, 2021Updated 4 years ago
- SeqSleepNet: End-to-End Hierarchical Recurrent Neural Network for Sequence-to-Sequence Automatic Sleep Staging☆107Dec 7, 2023Updated 2 years ago
- A collections of tools around sleep research: plotting of hypnograms / spectrograms, etc etc☆10Jan 24, 2026Updated 4 months ago
- Joint Classification and Prediction CNN Framework for Automatic Sleep Stage Classification☆43Dec 7, 2023Updated 2 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- Towards More Accurate Automatic Sleep Staging via Deep Transfer Learning☆48Dec 7, 2023Updated 2 years ago
- ☆42Jul 14, 2025Updated 11 months ago
- ☆55Dec 7, 2023Updated 2 years ago
- Notebooks for training the classifier of YASA sleep staging☆27Nov 20, 2021Updated 4 years ago
- Dreem One Shot Detector☆49Jul 6, 2023Updated 2 years ago
- This repository is dedicated to real-time automation of sleep staging☆24Jul 11, 2020Updated 5 years ago
- Do not sleep on traditional machine learning for sleep stage scoring☆51Nov 19, 2023Updated 2 years ago
- Python Data Controller for Neural EEG headsets. (Windows + Linux)☆12Dec 27, 2017Updated 8 years ago
- Automated sleep staging scoring and narcolepsy identification☆91Jun 24, 2024Updated last year
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- Luna software for sleep EEG analysis (base)☆31Jun 9, 2026Updated last week
- SleepEEGNet: Automated Sleep Stage Scoring with Sequence to Sequence Deep Learning Approach☆269Aug 27, 2021Updated 4 years ago
- Ruby gem used to load, validate, and parse European Data Format files. Used for batch testing EDFs for errors.☆14Mar 1, 2019Updated 7 years ago
- ☆13Jul 11, 2023Updated 2 years ago
- Introduction to Social Data Science 2024 - a summer school course https://isdsucph.github.io/isds2024/☆12Aug 16, 2024Updated last year
- U-Time: A Fully Convolutional Network for Time Series Segmentation☆312Jul 25, 2025Updated 10 months ago
- 😴 DeepSleep2 is a compact U-Net-inspired convolutional neural network with 740,551 parameters, designed to predict non-apnea sleep arous…☆22Aug 30, 2025Updated 9 months ago
- ☆43Nov 12, 2021Updated 4 years ago
- NEAR - Neonatal EEG Artifact Removal, an automated pipeline for pre-processing.☆12Feb 4, 2026Updated 4 months ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- TinySleepNet: An Efficient Deep Learning Model for Sleep Stage Scoring based on Raw Single-Channel EEG by Akara Supratak and Yike Guo fro…☆172Aug 23, 2023Updated 2 years 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
- [Arxiv] NeuroNet: A Novel Hybrid Self-Supervised Learning Framework for Sleep Stage Classification Using Single-Channel EEG☆73Feb 14, 2025Updated last year
- The NSRR ruby gem for file downloads, data dictionary integration, and custom ruby apps.☆42Apr 26, 2024Updated 2 years ago
- M/EEG brain age benchmark paper☆31Feb 28, 2023Updated 3 years ago
- Code repository for S4Sleep: Elucidating the design space of deep-learning-based sleep stage classification models☆20Mar 2, 2026Updated 3 months ago
- YASA (Yet Another Spindle Algorithm): a Python package to analyze polysomnographic sleep recordings.☆565Apr 11, 2026Updated 2 months ago
- Multichannel Sleep Spindle Detector for sleep EEG☆12May 24, 2020Updated 6 years ago
- Digital Signal Processing for Big EEGs☆13Feb 9, 2026Updated 4 months ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Implementation of interesting research papers☆16Jan 1, 2019Updated 7 years ago
- 2-Channel EEG Sleep Staging Algorithm using CNN-LSTM Architecture☆17Jan 28, 2021Updated 5 years ago
- SalientSleepNet: Multimodal Salient Wave Detection Network for Sleep Staging☆58Jun 7, 2021Updated 5 years ago
- [TNSRE 2021] "An Attention-based Deep Learning Approach for Sleep Stage Classification with Single-Channel EEG"☆277Sep 26, 2023Updated 2 years ago
- ☆14Sep 5, 2023Updated 2 years ago
- Official repository of cross-modal transformer for interpretable automatic sleep stage classification. https://arxiv.org/abs/2208.06991☆76Feb 12, 2026Updated 4 months ago
- Deep learning-based prediction of sleep stages using wearable accelerometry and photoplethysmography☆44Jun 4, 2024Updated 2 years ago