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R package for processing 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. Support for the Orthogonal Matching Pursuit (OMP) variant of the classical MP algorithm is also provided.
In addition to generic time-series data, the package supports direct loading of data stored in EDF/EDF(+) and WFDB (WaveForm DataBase) formats. These formats are widely used for physiological signals such as EEG and ECG recordings. Support for EDF/EDF(+) and WFDB import facilitates the analysis of biomedical signals.
You can install the released version of motif from CRAN with:
install.packages("MatchingPursuit")To get started, first read the vignette Introduction to MatchingPursuit package
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.
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