Sleepless: Library for sleep phase detection from polysomnographs

Posted on Tue 15 August 2023 in software

Sleepless is an open-source software package to train, and evaluate a range of Machine Learning and Deep Learning techniques to automatically generate hypnograms from polysomnographs, which consists of sets of electro-encephalograms, -miograms, oculograms, and cardiograms. Hypnograms are used by medical experts to diagnose sleep disorders such as sleep apnea, or insomnia.

Associated Thesis

If you use this work, cite this reference:

  author = {Michel, Samuel},
  editors = {Anjos, Andr\'{e} AND Tarsetti, Flavio},
  institution = {Idiap},
  title = {Generalizable Automatic Classification of Sleep Stages},
  month = {8},
  year = {2023},
  pdf = {}


GitLab project page


Installable Python package PyPI