Sparse Time Series Decomposition Using Matching Pursuit and Orthogonal Matching Pursuit

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Documentation for package ‘MatchingPursuit’ version 1.4.0

• DESCRIPTION file.
• User guides, package vignettes and other documentation.
• Package NEWS.

Help Pages

as_sig	Convert a signal to a 'sig' object
clear_cache	Clear MatchingPursuit cache
design_filters	Design Butterworth filters
edf-methods	Methods for EDF objects
eeg_montage	Performs bipolar, reference or average EEG montage
empi_check	Check whether EMPI is installed
empi_execute	Launches the empi program
empi_install	Installs the EMPI external program
empi_locate	Get required external software localization
gabor_atom	Generate a Gabor atom
gabor_core_to_mp	Convert a Gabor MP/OMP core result to an mp object
gabor_projection_fft	FFT-based computation of projections onto Gabor atoms
generate_xml_dict	Generate an EMPI-compatible Gabor dictionary
materialize_gabor	Materialize a Gabor dictionary with fixed or atom-specific phases
mp-methods	Methods for Matching Pursuit objects
mp_core	Implements the classical Matching Pursuit algorithm
mp_core_gabor	Matching Pursuit for a oarameterized Gabor dictionary
mp_omp_execute	Matching Pursuit or Orthogonal Matching Pursuit decomposition for multi-channel signals
omp_core	Implements Orthogonal Matching Pursuit algorithm
omp_core_gabor	Orthogonal Matching Pursuit for a parameterized Gabor dictionary
omp_reference	Reference implementation of Orthogonal Matching Pursuit
plot.edf	Methods for EDF objects
plot.mp	Methods for Matching Pursuit objects
plot.sig	Methods for signal objects
plot.wfdb	Methods for WFDB objects
print.edf	Methods for EDF objects
print.mp	Methods for Matching Pursuit objects
print.sig	Methods for signal objects
print.summary.edf	Methods for EDF objects
print.summary.mp	Methods for Matching Pursuit objects
print.summary.sig	Methods for signal objects
print.summary.wfdb	Methods for WFDB objects
print.wfdb	Methods for WFDB objects
read_atom_params	Read atom parameters from a SQLite database
read_csv_signals	Reads and validates a CSV file structure
read_edf_params	Reads a selected EDF or EDF+ file and returns signal parameters
read_edf_signals	Reads a selected EDF or EDF+ file and returns signal data
read_empi_db	Read EMPI decomposition results from a SQLite database
read_gabor_dict	Read a Gabor dictionary from an XML file
read_wfdb_signals	Reads WFDB-compatible signal and header files
resample_signal	Resample a signal (upsampling or downsampling)
sig-methods	Methods for signal objects
signal_to_bin	Convert multichannel signals to binary format
summary.edf	Methods for EDF objects
summary.mp	Methods for Matching Pursuit objects
summary.sig	Methods for signal objects
summary.wfdb	Methods for WFDB objects
tf_map	Creates a time-frequency map using atoms from the Matching Pursuit algorithm
wfdb-methods	Methods for WFDB objects