Index

A

ARRLS (class in kalelinear.estimator)

ARSVM (class in kalelinear.estimator)

B

base_init() (in module kalelinear.utils)

BDA (class in kalelinear.transformer)

C

centered_kernel_matrix() (in module kalelinear.utils) centering_matrix() (in module kalelinear.utils) coef_ (kalelinear.estimator.GSDA property)

CoIRLS (class in kalelinear.estimator) CoIRSVM (class in kalelinear.estimator) compute_gsda_gradient() (kalelinear.estimator.GSDA method)

D

decision_function() (kalelinear.estimator.ARRLS method) (kalelinear.estimator.ARSVM method) (kalelinear.estimator.CoIRLS method) (kalelinear.estimator.CoIRSVM method) (kalelinear.estimator.LapRLS method) (kalelinear.estimator.LapSVM method)

F

fit() (kalelinear.estimator.ARRLS method) (kalelinear.estimator.ARSVM method) (kalelinear.estimator.CoIRLS method) (kalelinear.estimator.CoIRSVM method) (kalelinear.estimator.GSDA method) (kalelinear.estimator.LapRLS method) (kalelinear.estimator.LapSVM method) (kalelinear.transformer.MPCA method)

fit_predict() (kalelinear.estimator.ARRLS method) (kalelinear.estimator.ARSVM method) (kalelinear.estimator.CoIRLS method) (kalelinear.estimator.CoIRSVM method) (kalelinear.estimator.LapRLS method) (kalelinear.estimator.LapSVM method)

G

get_fitted_params() (kalelinear.estimator.GSDA method)

GSDA (class in kalelinear.estimator)

H

hsic_grad_term() (in module kalelinear.utils)

I

idx_order (kalelinear.transformer.MPCA attribute)

intercept_ (kalelinear.estimator.GSDA property) inverse_transform() (kalelinear.transformer.MPCA method)

J

JDA (class in kalelinear.transformer)

K

kernel_fit_matrices() (in module kalelinear.utils)

L

lap_norm() (in module kalelinear.utils) LapRLS (class in kalelinear.estimator)

LapSVM (class in kalelinear.estimator) losses (kalelinear.estimator.GSDA attribute)

M

mean_ (kalelinear.transformer.MPCA attribute) MIDA (class in kalelinear.transformer)

mmd_coef() (in module kalelinear.utils) MPCA (class in kalelinear.transformer)

P

predict() (kalelinear.estimator.ARRLS method) (kalelinear.estimator.ARSVM method) (kalelinear.estimator.CoIRLS method) (kalelinear.estimator.CoIRSVM method) (kalelinear.estimator.GSDA method) (kalelinear.estimator.LapRLS method) (kalelinear.estimator.LapSVM method)

predict_proba() (kalelinear.estimator.GSDA method) proj_mats (kalelinear.transformer.MPCA attribute)

S

shape_in (kalelinear.transformer.MPCA attribute)

shape_out (kalelinear.transformer.MPCA attribute)

T

TCA (class in kalelinear.transformer) theta_ (kalelinear.estimator.GSDA attribute)

to_numpy() (in module kalelinear.utils) transform() (kalelinear.transformer.MPCA method)