iajaykarthick/SleepStageClassifier
A comprehensive machine learning toolkit 🛠️💻 for analyzing and classifying sleep stages 💤🧬 from EDF-formatted polysomnographic (PSG) recordings. Built to facilitate advanced sleep research 🔍📊 and support the development of sleep analysis applications 📲🧪.
No commits in the last 6 months.
Stars
3
Forks
—
Language
Jupyter Notebook
License
MIT
Category
Last pushed
Mar 08, 2024
Commits (30d)
0
Get this data via API
curl "https://pt-edge.onrender.com/api/v1/quality/ml-frameworks/iajaykarthick/SleepStageClassifier"
Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.
Higher-rated alternatives
OxWearables/asleep
asleep: a sleep classifier for wearable sensor data using machine learning
akaraspt/deepsleepnet
DeepSleepNet: a Model for Automatic Sleep Stage Scoring based on Raw Single-Channel EEG
benmfox/PFTSleep
A foundational transformer leveraging full night, multichannel sleep study data accurately...
biomedical-signal-processing/sleepyland
A toolbox for sleep data analysis and sleep stage classification
raphaelvallat/yasa_classifier
Notebooks for training the classifier of YASA sleep staging