Metadata-Version: 2.1
Name: sleepless
Version: 2.0.1
Summary: This package contains benchmarks for sleep phase detection from polysomnographs
Author-email: Samuel Michel <samuel.michel@idiap.ch>, Gabriele Brunini <gabriele.brunini@gess.ethz.ch>
License: GNU General Public License v3 (GPLv3)
Project-URL: documentation, https://sleepless.readthedocs.io/en/v2.0.1/
Project-URL: homepage, https://pypi.org/project/sleepless
Project-URL: repository, https://gitlab.idiap.ch/biosignal/software/sleepless
Project-URL: changelog, https://gitlab.idiap.ch/biosignal/software/sleepless/-/releases
Classifier: Development Status :: 4 - Beta
Classifier: Intended Audience :: Developers
Classifier: License :: OSI Approved :: GNU General Public License v3 (GPLv3)
Classifier: Natural Language :: English
Classifier: Programming Language :: Python :: 3
Classifier: Topic :: Software Development :: Libraries :: Python Modules
Requires-Python: >=3.9
Description-Content-Type: text/markdown
Requires-Dist: clapper
Requires-Dist: click
Requires-Dist: h5py
Requires-Dist: numpy
Requires-Dist: matplotlib
Requires-Dist: mne
Requires-Dist: openpyxl
Requires-Dist: pandas
Requires-Dist: psutil
Requires-Dist: scikit-learn
Requires-Dist: setuptools
Requires-Dist: tabulate
Requires-Dist: torch (>=1.8)
Requires-Dist: xgboost
Requires-Dist: xlrd
Provides-Extra: doc
Requires-Dist: sphinx ; extra == 'doc'
Requires-Dist: furo ; extra == 'doc'
Requires-Dist: sphinx-autodoc-typehints ; extra == 'doc'
Requires-Dist: auto-intersphinx ; extra == 'doc'
Requires-Dist: sphinx-copybutton ; extra == 'doc'
Requires-Dist: sphinx-inline-tabs ; extra == 'doc'
Requires-Dist: sphinx-click ; extra == 'doc'
Provides-Extra: qa
Requires-Dist: pre-commit ; extra == 'qa'
Provides-Extra: test
Requires-Dist: pytest ; extra == 'test'
Requires-Dist: pytest-cov ; extra == 'test'
Requires-Dist: coverage ; extra == 'test'

<!--
SPDX-FileCopyrightText: Copyright © 2023 Idiap Research Institute <contact@idiap.ch>
SPDX-FileContributor: Samuel Michel <samuel.michel@idiap.ch>
SPDX-License-Identifier: GPL-3.0-or-later
-->

[![latest-docs](https://img.shields.io/badge/docs-v2.0.1-orange.svg)](https://sleepless.readthedocs.io/en/v2.0.1/)
[![build](https://gitlab.idiap.ch/biosignal/software/sleepless/badges/v2.0.1/pipeline.svg)](https://gitlab.idiap.ch/biosignal/software/sleepless/commits/v2.0.1)
[![coverage](https://gitlab.idiap.ch/biosignal/software/sleepless/badges/v2.0.1/coverage.svg)](https://www.idiap.ch/software/biosignal/docs/biosignal/software/sleepless/v2.0.1/coverage/index.html)
[![repository](https://img.shields.io/badge/gitlab-project-0000c0.svg)](https://gitlab.idiap.ch/biosignal/software/sleepless)

# Benchmarks for Sleep-phase Detection

Package to benchmark and evaluate a range of Machine Learning and Deep Learning
techniques for features extraction of biosignals, with the purpose to classify
sleep stage from polysomnographs.

For installation and usage instructions, check-out our documentation.
