somnotate
Timeseries segmentation
Sleep Scoring
Package or Library
Probabilistic sleep scoring software to combine linear discriminant analysis (LDA) and hidden Markov models (HMM).
| Model metadata | Value |
|---|---|
| Tool Type | Package or Library |
| Broad Task | Timeseries segmentation |
| Specific Task | Sleep Scoring |
| Model type | Hidden Markov Model |
| Description | Probabilistic sleep scoring software to combine linear discriminant analysis (LDA) and hidden Markov models (HMM). |
| Task Specific | Yes |
| Ecology Specific | No |
| Language(s) | Python |
| Last Edited Time | 6/21/24 10:10 |
| Related Publication(s) | https://doi.org/10.1371/journal.pcbi.1011793 |
| Dependencies | matplotlib, numpy, pomegranate, scikit-learn |
| Tool URL (Github etc.) | https://github.com/paulbrodersen/somnotate/tree/master |
| Last Update (time ago) | Last updated within 6 months |
| License | GNU General Public License |
| Contact Name | Paul Brodersen |
| Contact Email | mailto:paulbrodersen+github@gmail.com |
| Contact Responsiveness | Very responsive |
| HuggingFace URL | nan |
| Reproducibility Method | nan |