Package: rester 0.1.0
John Muschelli
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'.
Authors:
rester_0.1.0.tar.gz
rester_0.1.0.zip(r-4.7-any)rester_0.1.0.zip(r-4.6-any)
rester_0.1.0.tar.gz(r-4.7-any)rester_0.1.0.tar.gz(r-4.6-any)
rester_0.1.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
rester/json (API)
| # Install 'rester' in R: |
| install.packages('rester', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/jhuwit/rester/issues
Last updated from:47b906daaf. Checks:6 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel | OK | 124 | ||
| source / vignettes | OK | 190 | ||
| linux-release | OK | 137 | ||
| windows-devel | OK | 167 | ||
| windows-release | OK | 176 | ||
| wasm-release | OK | 96 |
Exports:ar_cache_dirar_download_repoar_download_weightsar_example_dataar_extract_repoar_have_repoar_have_weightsar_load_modelar_load_weightsar_python_modules_installedar_readar_setupar_weightsestimate_restpy_estimate_restpy_require_rester
Dependencies:actibaseactireadassertthatbitbit64bitopscellrangerclicliprcpp11crayoncurldata.tabledigestdplyrgenericsGGIRreadglueherehmsjanitorjsonlitelatticelifecyclelubridatemagrittrmatlabMatrixpillarpkgconfigpngprettyunitsprogresspurrrR.methodsS3R.ooR.utilsR6rappdirsRcppRcppTOMLread.gt3xreadrreadxlrematchreticulaterlangrprojrootsnakecasestringistringrtibbletidyrtidyselecttimechangetzdbutf8vctrsvroomwithr
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| 'rester' Cache Directory | ar_cache_dir |
| Download and Extract the AcceleRest Code | ar_download_repo ar_extract_repo ar_have_repo |
| Example Accelerometry Data | ar_example_data |
| Load the AcceleRest Model | ar_load_model |
| Load AcceleRest Model Weights | ar_load_weights |
| Check for the Python Modules Used by 'rester' | ar_python_modules_installed |
| Read and Preprocess Data for AcceleRest | ar_read |
| Download AcceleRest Code and Weights | ar_setup |
| AcceleRest Model Weights | ar_download_weights ar_have_weights ar_weights |
| Estimate Sleep Stages and Respiratory Events with AcceleRest | estimate_rest |
| Run 'estimate_rest' with Python in a Separate Process | py_estimate_rest |
| Command for 'py_require' for 'rester' | py_require_rester |