Index

C

component_names (icspylab.comp_select.ComponentSelect attribute) component_names_ (icspylab.ics.ICS attribute) components (icspylab.comp_select.ComponentSelect attribute) components_ (icspylab.ics.ICS attribute) ComponentSelect (class in icspylab.comp_select)

cov() (in module icspylab.scatter) cov4() (in module icspylab.scatter) covAxis() (in module icspylab.scatter) covW() (in module icspylab.scatter) criteria_out_ (icspylab.ics.ICS attribute)

D

describe() (icspylab.ics.ICS method)

dftu() (in module icspylab.comp_select)

F

feature_names_in_ (icspylab.ics.ICS attribute)

fit() (icspylab.ics.ICS method) fit_transform() (icspylab.ics.ICS method)

G

generate_gaussian_mixture() (in module icspylab.distributions) generate_powerexp_mixture() (in module icspylab.distributions)

generate_randu() (in module icspylab.distributions) generate_student_mixture() (in module icspylab.distributions) get_feature_names_out() (icspylab.ics.ICS method)

I

ICS (class in icspylab.ics) icspylab.comp_select module icspylab.distributions module icspylab.ics module

icspylab.plot module icspylab.scatter module icspylab.utils module info (icspylab.comp_select.ComponentSelect attribute) inverse_transform() (icspylab.ics.ICS method)

K

kurtosis_ (icspylab.ics.ICS attribute)

L

label (icspylab.comp_select.ComponentSelect attribute) (icspylab.scatter.Scatter attribute)

load_data() (in module tests.fixtures) location (icspylab.scatter.Scatter attribute)

M

mcd() (in module icspylab.scatter) median_crit() (in module icspylab.comp_select) module icspylab.comp_select icspylab.distributions icspylab.ics icspylab.plot icspylab.scatter icspylab.utils tests.fixtures

multivariate_powerexp() (in module icspylab.distributions)

N

n_components (icspylab.comp_select.ComponentSelect attribute) n_components_ (icspylab.ics.ICS attribute)

n_features_in_ (icspylab.ics.ICS attribute) normal_crit() (in module icspylab.comp_select)

P

plot_ics() (in module icspylab.plot)

plot_kurtosis() (icspylab.ics.ICS method)

R

run_py_ics() (in module tests.fixtures)

S

S1_X_ (icspylab.ics.ICS attribute) Scatter (class in icspylab.scatter) scatter (icspylab.scatter.Scatter attribute)

skewness_ (icspylab.ics.ICS attribute) sort_eigenvalues_eigenvectors() (in module icspylab.utils) sqrt_symmetric_matrix() (in module icspylab.utils)

T

tcov() (in module icspylab.scatter) tcovAxis() (in module icspylab.scatter) tests.fixtures module

tM() (in module icspylab.scatter) transform() (icspylab.ics.ICS method)

U

unifsphere() (in module icspylab.distributions)

unimodal_crit() (in module icspylab.comp_select)