yasa
Timeseries segmentation
Sleep Scoring
Package or Library
YASA (Yet Another Spindle Algorithm) is a command-line sleep analysis toolbox in Python with automatic sleep staging and signal processing functions.
| Model metadata | Value |
|---|---|
| Tool Type | Package or Library |
| Broad Task | Timeseries segmentation |
| Specific Task | Sleep Scoring |
| Model type | Gradient Boosted Decision Tree |
| Description | YASA (Yet Another Spindle Algorithm) is a command-line sleep analysis toolbox in Python with automatic sleep staging and signal processing functions. |
| Task Specific | Yes |
| Ecology Specific | No |
| Language(s) | Python |
| Last Edited Time | 6/21/24 10:11 |
| Related Publication(s) | https://doi.org/10.7554/eLife.70092 |
| Dependencies | antropy, ipywidgets, joblib, lightgbm, lspopt, matplotlib, mne, numba, pandas, pyRiemann, scikit-learn, scipy, seaborn, sleepecg, tensorpac |
| Tool URL (Github etc.) | https://github.com/raphaelvallat/yasa |
| Last Update (time ago) | Last updated within the month |
| License | BSD-3-Clause |
| Contact Name | Raphael Vallat |
| Contact Email | mailto:raphaelvallat9@gmail.com |
| Contact Responsiveness | Very responsive |
| HuggingFace URL | nan |
| Reproducibility Method | nan |