Index

B

BaseComponent (class in torchnmf.nmf) (class in torchnmf.plca)

beta_div() (in module torchnmf.metrics) BetaMu (class in torchnmf.trainer)

E

euclidean() (in module torchnmf.metrics)

extra_repr() (torchnmf.nmf.BaseComponent method) (torchnmf.plca.BaseComponent method)

F

fit() (torchnmf.nmf.BaseComponent method) (torchnmf.plca.BaseComponent method)

forward() (torchnmf.nmf.BaseComponent method) (torchnmf.plca.BaseComponent method)

H

H (torchnmf.nmf.BaseComponent attribute) (torchnmf.plca.BaseComponent attribute)

I

is_div() (in module torchnmf.metrics)

K

kernel_size (torchnmf.nmf.BaseComponent attribute) (torchnmf.plca.BaseComponent attribute)

kl_div() (in module torchnmf.metrics)

M

module torchnmf.metrics torchnmf.nmf torchnmf.plca torchnmf.trainer

N

NMF (class in torchnmf.nmf) NMF2D (class in torchnmf.nmf)

NMF3D (class in torchnmf.nmf) NMFD (class in torchnmf.nmf)

O

out_channels (torchnmf.nmf.BaseComponent attribute) (torchnmf.plca.BaseComponent attribute)

P

PLCA (class in torchnmf.plca)

R

rank (torchnmf.nmf.BaseComponent attribute) (torchnmf.plca.BaseComponent attribute)

reconstruct() (torchnmf.nmf.BaseComponent static method) (torchnmf.plca.BaseComponent static method)

S

SIPLCA (class in torchnmf.plca) SIPLCA2 (class in torchnmf.plca) SIPLCA3 (class in torchnmf.plca) sparse_fit() (torchnmf.nmf.BaseComponent method)

sparseness() (in module torchnmf.metrics) SparsityProj (class in torchnmf.trainer) step() (torchnmf.trainer.BetaMu method) (torchnmf.trainer.SparsityProj method)

T

torchnmf.metrics module torchnmf.nmf module

torchnmf.plca module torchnmf.trainer module

W

W (torchnmf.nmf.BaseComponent attribute) (torchnmf.plca.BaseComponent attribute)

Z

Z (torchnmf.plca.BaseComponent attribute)