Provides a framework to factorise electromyography (EMG) data. Tools are provided for raw data pre-processing, non negative matrix factorisation, classification of factorised data and plotting of obtained outcomes. In particular, reading from ASCII files is supported, along with wide-used filtering approaches to process EMG data. All steps include one or more sensible defaults that aim at simplifying the workflow. Yet, all functions are largely tunable at need. Example data sets are included.
Version: 1.2.5 Depends: R (≥ 4.1.0) Imports: FNN, ggplot2, graphics, grDevices, gridExtra, plyr, proxy, reshape2, signal, stats, umap Suggests: knitr, rmarkdown, testthat (≥ 3.0.0) Published: 2022-07-19 DOI: 10.32614/CRAN.package.musclesyneRgies Author: Alessandro Santuz [aut, cre] Maintainer: Alessandro Santuz <alessandro.santuz at gmail.com> BugReports: https://github.com/alesantuz/musclesyneRgies/issues License: MIT + file LICENSE URL: https://github.com/alesantuz/musclesyneRgies NeedsCompilation: no Language: en-GB Citation: musclesyneRgies citation info Materials: README, NEWS CRAN checks: musclesyneRgies results Documentation: Downloads: Linking:Please use the canonical form https://CRAN.R-project.org/package=musclesyneRgies to link to this page.
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