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MatchingPursuit  

Processing Time Series Data Using the Matching Pursuit Algorithm
View on CRAN: Click here


Download and install MatchingPursuit package within the R console
Install from CRAN:
install.packages("MatchingPursuit")

Install from Github:
library("remotes")
install_github("cran/MatchingPursuit")

Install by package version:
library("remotes")
install_version("MatchingPursuit", "1.3.0")



Attach the package and use:
library("MatchingPursuit")
Maintained by
Artur Gramacki
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2026-04-09
Latest Update: 2026-04-09
Description:
Provides tools for analysing and decomposing time series data using the Matching Pursuit (MP) algorithm, a greedy signal decomposition technique that represents complex signals as a linear combination of simpler functions (called atoms) selected from a redundant dictionary. For more details see Mallat and Zhang (1993) <doi:10.1109/78.258082>, Pati et al. (1993) <doi:10.1109/ACSSC.1993.342465>, Elad (2010) <doi:10.1007/978-1-4419-7011-4> and Różański (2024) <doi:10.1145/3674832>.
How to cite:
Artur Gramacki (2026). MatchingPursuit: Processing Time Series Data Using the Matching Pursuit Algorithm. R package version 1.3.0, https://cran.r-project.org/web/packages/MatchingPursuit. Accessed 03 Oct. 2026.
Previous versions and publish date:
1.0.0 (2026-04-09 10:50), 1.0.1 (2026-04-14 11:10), 1.1.0 (2026-06-24 09:40), 1.2.0 (2026-08-19 17:10), (2026-09-17 12:50)
Other packages that cited MatchingPursuit R package
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Other R packages that MatchingPursuit depends, imports, suggests or enhances
Complete documentation for MatchingPursuit
Functions, R codes and Examples using the MatchingPursuit R package
Full MatchingPursuit package functions and examples
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