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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 |
Reference manual: | musclesyneRgies.pdf |
Vignettes: |
analysis plots pro_tips workflow |
Package source: | musclesyneRgies_1.2.5.tar.gz |
Windows binaries: | r-devel: musclesyneRgies_1.2.5.zip, r-release: musclesyneRgies_1.2.5.zip, r-oldrel: musclesyneRgies_1.2.5.zip |
macOS binaries: | r-release (arm64): musclesyneRgies_1.2.5.tgz, r-oldrel (arm64): musclesyneRgies_1.2.5.tgz, r-release (x86_64): musclesyneRgies_1.2.5.tgz, r-oldrel (x86_64): musclesyneRgies_1.2.5.tgz |
Old sources: | musclesyneRgies archive |
Please use the canonical form https://CRAN.R-project.org/package=musclesyneRgies to link to this page.
These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.