Other packages > Find by keyword >

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 24 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
View MatchingPursuit citation profile
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
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

quickcode  
Quick and Essential 'R' Tricks for Better Scripts
The NOT functions, 'R' tricks and a compilation of some simple quick plus often used 'R' codes to im ...
Download / Learn more Package Citations See dependency  
OOBCurve  
Out of Bag Learning Curve
Provides functions to calculate the out-of-bag learning curve for random forests for any measure tha ...
Download / Learn more Package Citations See dependency  
r3PG  
Simulating Forest Growth using the 3-PG Model
Provides a flexible and easy-to-use interface for the Physiological Processes Predicting Growth (3-P ...
Download / Learn more Package Citations See dependency  
funprog  
Functional Programming
High-order functions for data manipulation : sort or group data, given one or more auxiliary func ...
Download / Learn more Package Citations See dependency  
visdat  
Preliminary Visualisation of Data
Create preliminary exploratory data visualisations of an entire dataset to identify problems or une ...
Download / Learn more Package Citations See dependency  
RcmdrPlugin.depthTools  
R Commander Depth Tools Plug-in
We provide an Rcmdr plug-in based on the depthTools package, which implements different robust stat ...
Download / Learn more Package Citations See dependency  

29,218

R Packages

247,686

Dependencies

77,281

Author Associations

29,081

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA