Index

B

beta (torchdecomp.nmf.NMFLayer attribute) (torchdecomp.NMFLayer attribute) bin_lambda_h (torchdecomp.nmf.NMFLayer attribute) (torchdecomp.NMFLayer attribute)

bin_lambda_w (torchdecomp.nmf.NMFLayer attribute) (torchdecomp.NMFLayer attribute)

C

CholeskyLayer (class in torchdecomp) (class in torchdecomp.cholesky)

create_dummy_matrix() (in module torchdecomp) (in module torchdecomp.helper)

D

DDICALayer (class in torchdecomp) (class in torchdecomp.ica)

E

eps (torchdecomp.nmf.NMFLayer attribute) (torchdecomp.NMFLayer attribute)

F

FactorLayer (class in torchdecomp) (class in torchdecomp.factor) forward() (torchdecomp.cholesky.CholeskyLayer method) (torchdecomp.CholeskyLayer method) (torchdecomp.DDICALayer method) (torchdecomp.factor.FactorLayer method) (torchdecomp.FactorLayer method) (torchdecomp.ica.DDICALayer method) (torchdecomp.ica.KurtosisICALayer method) (torchdecomp.ica.NegentropyICALayer method) (torchdecomp.ica.RotationLayer method) (torchdecomp.KurtosisICALayer method) (torchdecomp.lu.LULayer method) (torchdecomp.LULayer method) (torchdecomp.NegentropyICALayer method) (torchdecomp.nmf.NMFLayer method) (torchdecomp.NMFLayer method) (torchdecomp.qr.QRLayer method) (torchdecomp.QRLayer method) (torchdecomp.rec.RecLayer method) (torchdecomp.RecLayer method) (torchdecomp.RotationLayer method) (torchdecomp.symrec.SymRecLayer method) (torchdecomp.SymRecLayer method)

G

gradNMF() (in module torchdecomp) (in module torchdecomp.nmf)

K

KurtosisICALayer (class in torchdecomp) (class in torchdecomp.ica)

L

l1_lambda_h (torchdecomp.nmf.NMFLayer attribute) (torchdecomp.NMFLayer attribute) l1_lambda_w (torchdecomp.nmf.NMFLayer attribute) (torchdecomp.NMFLayer attribute) l2_lambda_h (torchdecomp.nmf.NMFLayer attribute) (torchdecomp.NMFLayer attribute)

l2_lambda_w (torchdecomp.nmf.NMFLayer attribute) (torchdecomp.NMFLayer attribute) loss() (torchdecomp.nmf.NMFLayer method) (torchdecomp.NMFLayer method) LULayer (class in torchdecomp) (class in torchdecomp.lu)

M

module tests tests.test_cholesky tests.test_factor tests.test_helper tests.test_ica tests.test_lu tests.test_nmf tests.test_qr tests.test_rec tests.test_symrec torchdecomp torchdecomp.cholesky torchdecomp.factor torchdecomp.helper torchdecomp.ica torchdecomp.lu torchdecomp.nmf torchdecomp.qr torchdecomp.rec torchdecomp.symrec

N

n_components (torchdecomp.factor.FactorLayer attribute) (torchdecomp.FactorLayer attribute) (torchdecomp.nmf.NMFLayer attribute) (torchdecomp.NMFLayer attribute) (torchdecomp.rec.RecLayer attribute) (torchdecomp.RecLayer attribute) (torchdecomp.symrec.SymRecLayer attribute) (torchdecomp.SymRecLayer attribute) negative() (torchdecomp.nmf.NMFLayer method) (torchdecomp.NMFLayer method)

negative_h() (torchdecomp.nmf.NMFLayer method) (torchdecomp.NMFLayer method) negative_w() (torchdecomp.nmf.NMFLayer method) (torchdecomp.NMFLayer method) NegentropyICALayer (class in torchdecomp) (class in torchdecomp.ica) NMFLayer (class in torchdecomp) (class in torchdecomp.nmf)

P

positive() (torchdecomp.nmf.NMFLayer method) (torchdecomp.NMFLayer method) positive_h() (torchdecomp.nmf.NMFLayer method) (torchdecomp.NMFLayer method)

positive_w() (torchdecomp.nmf.NMFLayer method) (torchdecomp.NMFLayer method) print_named_parameters() (in module torchdecomp) (in module torchdecomp.helper)

Q

QRLayer (class in torchdecomp) (class in torchdecomp.qr)

R

RecLayer (class in torchdecomp) (class in torchdecomp.rec)

RotationLayer (class in torchdecomp) (class in torchdecomp.ica)

S

SymRecLayer (class in torchdecomp) (class in torchdecomp.symrec)

T

test_CholeskyLayer() (in module tests.test_cholesky) test_CholeskyLayer_error() (in module tests.test_cholesky) test_CholeskyLayer_error2() (in module tests.test_cholesky) test_create_dummy_matrix() (in module tests.test_helper) test_DDICALayer() (in module tests.test_ica) test_FactorLayer() (in module tests.test_factor) test_FactorLayer_error() (in module tests.test_factor) test_KurtosisICALayer() (in module tests.test_ica) test_LULayer() (in module tests.test_lu) test_LULayer_error() (in module tests.test_lu) test_LULayer_error2() (in module tests.test_lu) test_NegentropyICALayer() (in module tests.test_ica) test_NMFLayer() (in module tests.test_nmf) test_NMFLayer_error() (in module tests.test_nmf) test_print_named_parameters() (in module tests.test_helper) test_QRLayer() (in module tests.test_qr) test_QRLayer_error() (in module tests.test_qr) test_QRLayer_error2() (in module tests.test_qr) test_RecLayer() (in module tests.test_rec) test_RecLayer_error() (in module tests.test_rec) test_RotationLayer() (in module tests.test_ica) test_SymRecLayer() (in module tests.test_symrec) test_SymRecLayer_error() (in module tests.test_symrec) test_SymRecLayer_error2() (in module tests.test_symrec) tests module tests.test_cholesky module tests.test_factor module tests.test_helper module

tests.test_ica module tests.test_lu module tests.test_nmf module tests.test_qr module tests.test_rec module tests.test_symrec module torchdecomp module torchdecomp.cholesky module torchdecomp.factor module torchdecomp.helper module torchdecomp.ica module torchdecomp.lu module torchdecomp.nmf module torchdecomp.qr module torchdecomp.rec module torchdecomp.symrec module

U

updateNMF() (in module torchdecomp) (in module torchdecomp.nmf)

X

x (torchdecomp.cholesky.CholeskyLayer attribute) (torchdecomp.CholeskyLayer attribute) (torchdecomp.factor.FactorLayer attribute) (torchdecomp.FactorLayer attribute) (torchdecomp.ica.RotationLayer attribute) (torchdecomp.lu.LULayer attribute) (torchdecomp.LULayer attribute) (torchdecomp.nmf.NMFLayer attribute) (torchdecomp.NMFLayer attribute) (torchdecomp.qr.QRLayer attribute) (torchdecomp.QRLayer attribute) (torchdecomp.rec.RecLayer attribute) (torchdecomp.RecLayer attribute) (torchdecomp.RotationLayer attribute) (torchdecomp.symrec.SymRecLayer attribute) (torchdecomp.SymRecLayer attribute)