Dreem-Organization / dreem-learning-evaluationView external linksLinks
Code to reproduce results from the paper "Dreem Open Datasets: Multi-Scored Sleep Datasets to compare Human and Automated sleep staging"
☆35Oct 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
Sorting:
- Benchmark code for the paper: "Dreem Open Datasets: Multi-Scored Sleep Datasets to compare Human and Automated sleep staging"☆96Jul 29, 2025Updated 6 months ago
- Transfer learning for sleep stage detection☆35Aug 25, 2021Updated 4 years ago
- Joint Classification and Prediction CNN Framework for Automatic Sleep Stage Classification☆44Dec 7, 2023Updated 2 years ago
- SeqSleepNet: End-to-End Hierarchical Recurrent Neural Network for Sequence-to-Sequence Automatic Sleep Staging☆107Dec 7, 2023Updated 2 years ago
- Towards More Accurate Automatic Sleep Staging via Deep Transfer Learning☆48Dec 7, 2023Updated 2 years ago
- Notebooks for training the classifier of YASA sleep staging☆24Nov 20, 2021Updated 4 years ago
- ☆57Dec 7, 2023Updated 2 years ago
- ☆39Jul 14, 2025Updated 7 months ago
- This repository is dedicated to real-time automation of sleep staging☆24Jul 11, 2020Updated 5 years ago
- Automated sleep staging scoring and narcolepsy identification☆90Jun 24, 2024Updated last year
- Dreem One Shot Detector☆49Jul 6, 2023Updated 2 years ago
- A collections of tools around sleep research: plotting of hypnograms / spectrograms, etc etc☆10Jan 24, 2026Updated 3 weeks ago
- 😴 DeepSleep2 is a compact U-Net-inspired convolutional neural network with 740,551 parameters, designed to predict non-apnea sleep arous…☆21Aug 30, 2025Updated 5 months ago
- Do not sleep on traditional machine learning for sleep stage scoring☆52Nov 19, 2023Updated 2 years ago
- ☆14Jul 11, 2023Updated 2 years ago
- ☆44Nov 12, 2021Updated 4 years ago
- NEAR - Neonatal EEG Artifact Removal, an automated pipeline for pre-processing.☆12Feb 4, 2026Updated last week
- Ruby gem used to load, validate, and parse European Data Format files. Used for batch testing EDFs for errors.☆14Mar 1, 2019Updated 6 years ago
- Multichannel Sleep Spindle Detector for sleep EEG☆12May 24, 2020Updated 5 years ago
- SleepEEGNet: Automated Sleep Stage Scoring with Sequence to Sequence Deep Learning Approach☆265Aug 27, 2021Updated 4 years ago
- ☆15Dec 7, 2023Updated 2 years ago
- [Arxiv] NeuroNet: A Novel Hybrid Self-Supervised Learning Framework for Sleep Stage Classification Using Single-Channel EEG☆71Feb 14, 2025Updated last year
- 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
- Implementation of interesting research papers☆16Jan 1, 2019Updated 7 years ago
- Code repository for S4Sleep: Elucidating the design space of deep-learning-based sleep stage classification models☆18Oct 11, 2023Updated 2 years ago
- TinySleepNet: An Efficient Deep Learning Model for Sleep Stage Scoring based on Raw Single-Channel EEG by Akara Supratak and Yike Guo fro…☆167Aug 23, 2023Updated 2 years ago
- [TNSRE 2021] "An Attention-based Deep Learning Approach for Sleep Stage Classification with Single-Channel EEG"☆267Sep 26, 2023Updated 2 years ago
- U-Time: A Fully Convolutional Network for Time Series Segmentation☆304Jul 25, 2025Updated 6 months ago
- Luna software for sleep EEG analysis (base)☆30Feb 2, 2026Updated last week
- YASA (Yet Another Spindle Algorithm): a Python package to analyze polysomnographic sleep recordings.☆538Jan 6, 2026Updated last month
- Deep learning-based prediction of sleep stages using wearable accelerometry and photoplethysmography☆42Jun 4, 2024Updated last year
- Introduction to Social Data Science 2024 - a summer school course https://isdsucph.github.io/isds2024/☆12Aug 16, 2024Updated last year
- The NSRR ruby gem for file downloads, data dictionary integration, and custom ruby apps.☆42Apr 26, 2024Updated last year
- 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 4 years ago
- Repository for the SPDTransNet model, a Transformer-based architecture to analyze sequences of SPD matrices without loss of their Riemann…☆35Oct 15, 2024Updated last year
- A branch of FieldTrip with added functionality for sleep analyses☆21Apr 2, 2024Updated last year
- Sleep stage detection using ECG☆138Jan 23, 2026Updated 3 weeks ago
- Official repository of cross-modal transformer for interpretable automatic sleep stage classification. https://arxiv.org/abs/2208.06991☆74Jan 18, 2024Updated 2 years ago