Francisco Bischoff
25 Jan 2023
R Functions implementing UCR Matrix Profile Algorithm (http://www.cs.ucr.edu/~eamonn/MatrixProfile.html).
This package will keep all core functions that will allow you to use the Matrix Profile concept as a toolkit.
This package provides (almost all) algorithms to build a Matrix Profile.
The package tsmp
will still be developed as “how we do data mining
with Matrix Profile”, keeping all slow stuff to be handled by this
optimized package.
This will not be covered here, as it is a tsmp
purpose:
You can find the current tsmp
package here:
https://CRAN.R-project.org/package=tsmp
# Install the released version from CRAN
install.packages("matrixprofiler")
# Or the development version from GitHub:
# install.packages("devtools")
devtools::install_github("matrix-profile-foundation/matrixprofiler")
tsmp
package)head()
, tail()
, [
, etc.)Our next step unifying the Matrix Profile implementation in several programming languages.
Visit: Matrix Profile Foundation
Available at RPubs.
Please note that the matrixprofiler project is released with a Contributor Code of Conduct. By contributing to this project, you agree to abide by its terms.
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