Crandore Hub

MatchingPursuit

Processing Time Series Data Using the Matching Pursuit Algorithm

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>.

Versions across snapshots

VersionRepositoryFileSize
1.0.1 rolling linux/jammy R-4.5 MatchingPursuit_1.0.1.tar.gz 917.7 KiB
1.0.1 rolling linux/noble R-4.5 MatchingPursuit_1.0.1.tar.gz 917.6 KiB
1.0.1 rolling source/ R- MatchingPursuit_1.0.1.tar.gz 866.0 KiB
1.0.1 latest linux/jammy R-4.5 MatchingPursuit_1.0.1.tar.gz 917.7 KiB
1.0.1 latest linux/noble R-4.5 MatchingPursuit_1.0.1.tar.gz 917.6 KiB
1.0.1 latest source/ R- MatchingPursuit_1.0.1.tar.gz 866.0 KiB
1.0.1 2026-04-26 source/ R- MatchingPursuit_1.0.1.tar.gz 866.0 KiB
1.0.1 2026-04-23 source/ R- MatchingPursuit_1.0.1.tar.gz 866.0 KiB

Dependencies (latest)

Imports

Suggests