Skip to main content
. 2022 Jan 1;25(2):103727. doi: 10.1016/j.isci.2021.103727
REAGENT or RESOURCE SOURCE IDENTIFIER
Software and algorithms

Python 3.8.3 Python Software Foundation https://www.python.org/; RRID:SCR_008394
NumPy 1.18.5 NumPy https://numpy.org/; BRID: SCR_008633
pandas 1.0.5 pandas https://pandas.pydata.org/; BRID: SCR_018214
Scikit-Learn 0.23.1 Scikit-Learn https://scikit-learn.org/stable/index.html; BRID: SCR_002577
XGBoost 1.2.0 xgboost https://xgboost.readthedocs.io/en/stable/; BRID: SCR_021361
Bayesian-optimization 1.1.0 Bayesian Optimization https://github.com/fmfn/BayesianOptimization

Other

SOMNOscreen plus SOMNOmedicsGmbH https://somnomedics.de/en/solutions/sleep_diagnostics/stationary_sleep_lab_psg/somnoscreen-plus/
LSM6DSM STmicroelectronics https://www.st.com/ja/mems-and-sensors/lsm6dsm.html