rester: Estimate Sleep Stages and Respiratory Events from Accelerometry Data

Wraps the 'AcceleRest' model from Lorenzen et al. (2026) <doi:10.64898/2026.01.28.26345056> <https://github.com/NielsRLorenzen/AcceleRest> to estimate sleep stages and respiratory events from wrist-worn 'accelerometry' data. Provides functions to download the model code and pretrained weights and to run the model using 'reticulate'.

Version:	0.1.0
Depends:	R (≥ 4.1.0)
Imports:	actibase (≥ 0.8.0), actiread (≥ 0.8.0), assertthat, curl, dplyr, methods, readr, reticulate (≥ 1.41.0), rlang, stats, tools, utils
Suggests:	callr, testthat (≥ 3.0.0)
Published:	2026-11-12
DOI:	10.32614/CRAN.package.rester (may not be active yet)
Author:	John Muschelli [aut, cre]
Maintainer:	John Muschelli <muschellij2 at gmail.com>
BugReports:	https://github.com/jhuwit/rester/issues
License:	GPL (≥ 3)
URL:	https://github.com/jhuwit/rester
NeedsCompilation:	no
SystemRequirements:	Python (>= 3.9, < 3.13), 'torch' Python module (>= 2.2), 'actipy' Python module (>= 3.8.0)
Citation:	rester citation info
Materials:	README, NEWS
CRAN checks:	rester results

Documentation:

Reference manual:

rester.html , rester.pdf

Downloads:

Package source:	rester_0.1.0.tar.gz
Windows binaries:	r-devel: not available, r-release: not available, r-oldrel: not available
macOS binaries:	r-release (arm64): rester_0.1.0.tgz, r-oldrel (arm64): rester_0.1.0.tgz, r-release (x86_64): rester_0.1.0.tgz, r-oldrel (x86_64): rester_0.1.0.tgz

Reverse dependencies:

Reverse suggests:

actisomni

Linking:

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