Index

C

calculate_snr() (in module CompSensePack.eval) check_matrix_properties() (in module CompSensePack.dictionaries.dictionary_utils) check_normalization() (in module CompSensePack.dictionaries.dictionary_utils) clear() (CompSensePack.comp_sense_class.compressedSensing method) compress_test_set() (CompSensePack.comp_sense_class.compressedSensing method) compressedSensing (class in CompSensePack.comp_sense_class) CompSensePack.comp_sense_class module CompSensePack.dictionaries.dct_dictionary module CompSensePack.dictionaries.dictionary_utils module CompSensePack.dictionaries.KSVD module

CompSensePack.dictionaries.MOD module CompSensePack.dictionaries.OMP module CompSensePack.eval module CompSensePack.measurement_matrix module CompSensePack.SL0 module CompSensePack.utils module compute_coherence() (in module CompSensePack.dictionaries.dictionary_utils) compute_independent_columns() (in module CompSensePack.dictionaries.dictionary_utils)

D

dct_dictionary() (in module CompSensePack.dictionaries.dct_dictionary)

divide_signal() (CompSensePack.comp_sense_class.compressedSensing method)

E

extract_model() (CompSensePack.comp_sense_class.compressedSensing method)

G

generate_DBBD_matrix() (in module CompSensePack.measurement_matrix) generate_dictionary() (CompSensePack.comp_sense_class.compressedSensing method) generate_random_matrix() (in module CompSensePack.measurement_matrix) get_coeff_matrix() (CompSensePack.comp_sense_class.compressedSensing method) get_compressed_signal() (CompSensePack.comp_sense_class.compressedSensing method) get_dictionary() (CompSensePack.comp_sense_class.compressedSensing method) get_measurement_matrix() (CompSensePack.comp_sense_class.compressedSensing method)

get_original_signal() (CompSensePack.comp_sense_class.compressedSensing method) get_reconstructed_signal() (CompSensePack.comp_sense_class.compressedSensing method) get_snr() (CompSensePack.comp_sense_class.compressedSensing method) get_test_set() (CompSensePack.comp_sense_class.compressedSensing method) get_theta() (CompSensePack.comp_sense_class.compressedSensing method) get_theta_pinv() (CompSensePack.comp_sense_class.compressedSensing method) get_training_set() (CompSensePack.comp_sense_class.compressedSensing method)

I

I_clearDictionary() (in module CompSensePack.dictionaries.KSVD)

I_findBetterDictionaryElement() (in module CompSensePack.dictionaries.KSVD) I_findDistanceBetweenDictionaries() (in module CompSensePack.dictionaries.MOD)

K

kronecker_activate() (CompSensePack.comp_sense_class.compressedSensing method)

KSVD() (in module CompSensePack.dictionaries.KSVD)

L

load_signal_from_wfdb() (in module CompSensePack.utils)

M

MOD() (in module CompSensePack.dictionaries.MOD) module CompSensePack.comp_sense_class CompSensePack.dictionaries.dct_dictionary CompSensePack.dictionaries.dictionary_utils CompSensePack.dictionaries.KSVD CompSensePack.dictionaries.MOD CompSensePack.dictionaries.OMP CompSensePack.eval CompSensePack.measurement_matrix CompSensePack.SL0 CompSensePack.utils

O

OMP() (in module CompSensePack.dictionaries.OMP)

P

plot_reconstructed_vs_original() (CompSensePack.comp_sense_class.compressedSensing method) plot_signals() (in module CompSensePack.eval)

printFormatted() (in module CompSensePack.utils) py_test_csv() (in module CompSensePack.utils)

R

recover_signal() (CompSensePack.comp_sense_class.compressedSensing method)

S

SL0() (in module CompSensePack.SL0)

svds_vector() (in module CompSensePack.dictionaries.KSVD)

Y

Y_kron() (CompSensePack.comp_sense_class.compressedSensing method)