Index

_

__getitem__() (tnmf.backends.NumPy_CachingFFT.CachingFFT method) __imul__() (tnmf.backends.NumPy_CachingFFT.CachingFFT method) __itruediv__() (tnmf.backends.NumPy_CachingFFT.CachingFFT method)

__neg__() (tnmf.backends.NumPy_CachingFFT.CachingFFT method) __sub__() (tnmf.backends.NumPy_CachingFFT.CachingFFT method) __version__ (in module tnmf)

A

ASAG_MU (tnmf.TransformInvariantNMF.MiniBatchAlgorithm attribute)

ASG_MU (tnmf.TransformInvariantNMF.MiniBatchAlgorithm attribute)

B

Backend (class in tnmf.backends._Backend) backends (in module tnmf.tests.test_1d) (in module tnmf.tests.test_backends) (in module tnmf.tests.test_minibatch) (in module tnmf.tests.test_sparsity_inhibition)

byte_size (in module tnmf.tests.test_minibatch) (in module tnmf.tests.test_stream)

C

c() (tnmf.backends.NumPy_CachingFFT.CachingFFT property) CachingFFT (class in tnmf.backends.NumPy_CachingFFT) CachingFFT_Sliced (class in tnmf.backends.NumPy_CachingFFT) convolve_multi_1d() (tnmf.backends._Backend.Backend static method) (tnmf.backends._NumPyBackend.NumPyBackend static method) (tnmf.backends._PyTorchBackend.PyTorchBackend static method) (tnmf.backends.NumPy_CachingFFT.NumPy_CachingFFT_Backend static method)

Cyclic_MU (tnmf.TransformInvariantNMF.MiniBatchAlgorithm attribute)

D

DEMO_FRAME (in module tnmf.tests.test_demos)

DEMOS (in module tnmf.tests.test_demos)

E

EXAMPLE_FRAME (in module tnmf.tests.test_examples) EXAMPLES (in module tnmf.tests.test_examples) expected_energies (in module tnmf.tests.test_1d) (in module tnmf.tests.test_backends) (in module tnmf.tests.test_minibatch) (in module tnmf.tests.test_stream)

explanation() (in module tnmf.utils.demo)

F

f() (tnmf.backends.NumPy_CachingFFT.CachingFFT property) f_padded() (tnmf.backends.NumPy_CachingFFT.CachingFFT method) f_reversed() (tnmf.backends.NumPy_CachingFFT.CachingFFT property) fit() (tnmf.TransformInvariantNMF.TransformInvariantNMF method) fit_batch() (tnmf.TransformInvariantNMF.TransformInvariantNMF method) fit_minibatches() (tnmf.TransformInvariantNMF.TransformInvariantNMF method) fit_nmf() (in module tnmf.tests.test_1d) (in module tnmf.tests.test_backends) (in module tnmf.tests.test_minibatch)

fit_nmf_model() (in module tnmf.utils.demo) fit_stream() (tnmf.TransformInvariantNMF.TransformInvariantNMF method) fixture_expected_factorization() (in module tnmf.tests.test_1d) (in module tnmf.tests.test_backends) (in module tnmf.tests.test_minibatch)

G

generate_block_image() (in module tnmf.utils.signals) generate_patch() (in module tnmf.utils.signals) generate_pulse() (in module tnmf.utils.signals) generate_pulse_train() (in module tnmf.utils.signals)

generate_signal() (tnmf.utils.demo.SignalTool class method) (tnmf.utils.demo.SignalTool1D class method) (tnmf.utils.demo.SignalTool2D class method) GSAG_MU (tnmf.TransformInvariantNMF.MiniBatchAlgorithm attribute) GSG_MU (tnmf.TransformInvariantNMF.MiniBatchAlgorithm attribute)

H

H (tnmf.TransformInvariantNMF.TransformInvariantNMF attribute) H() (tnmf.TransformInvariantNMF.TransformInvariantNMF property)

has_c() (tnmf.backends.NumPy_CachingFFT.CachingFFT property) has_f() (tnmf.backends.NumPy_CachingFFT.CachingFFT property) HELP_CHANNEL (in module tnmf.utils.demo)

I

image_shape (in module tnmf.tests.test_minibatch) (in module tnmf.tests.test_stream) image_strides (in module tnmf.tests.test_minibatch) (in module tnmf.tests.test_stream) img (in module tnmf.tests.test_backends) (in module tnmf.tests.test_minibatch) (in module tnmf.tests.test_sparsity_inhibition) (in module tnmf.tests.test_stream)

initialize() (tnmf.backends._Backend.Backend method) invalidate_f() (tnmf.backends.NumPy_CachingFFT.CachingFFT method) (tnmf.backends.NumPy_CachingFFT.CachingFFT_Sliced method)

M

MiniBatchAlgorithm (class in tnmf.TransformInvariantNMF) module tnmf tnmf._version tnmf.backends tnmf.backends._Backend tnmf.backends._NumPyBackend tnmf.backends._NumPyFFTBackend tnmf.backends._PyTorchBackend tnmf.backends.NumPy tnmf.backends.NumPy_CachingFFT tnmf.backends.NumPy_FFT tnmf.backends.PyTorch tnmf.backends.PyTorch_FFT tnmf.tests tnmf.tests.test_1d tnmf.tests.test_backends tnmf.tests.test_demos tnmf.tests.test_examples tnmf.tests.test_init tnmf.tests.test_minibatch tnmf.tests.test_sparsity_inhibition tnmf.tests.test_stream tnmf.TransformInvariantNMF tnmf.utils tnmf.utils.data_loading tnmf.utils.demo tnmf.utils.signals

N

normalize() (tnmf.backends._Backend.Backend static method) (tnmf.backends._PyTorchBackend.PyTorchBackend static method) NumPy_Backend (class in tnmf.backends.NumPy)

NumPy_CachingFFT_Backend (class in tnmf.backends.NumPy_CachingFFT) NumPy_FFT_Backend (class in tnmf.backends.NumPy_FFT) NumPyBackend (class in tnmf.backends._NumPyBackend) NumPyFFTBackend (class in tnmf.backends._NumPyFFTBackend)

P

partial_reconstruct() (tnmf.backends._Backend.Backend method) (tnmf.backends.NumPy_CachingFFT.NumPy_CachingFFT_Backend method) patch_shape (in module tnmf.tests.test_minibatch) (in module tnmf.tests.test_stream)

plot_signals() (tnmf.utils.demo.SignalTool class method) PyTorch_Backend (class in tnmf.backends.PyTorch) PyTorch_FFT_Backend (class in tnmf.backends.PyTorch_FFT) PyTorchBackend (class in tnmf.backends._PyTorchBackend)

R

R (tnmf.TransformInvariantNMF.TransformInvariantNMF attribute) R() (tnmf.TransformInvariantNMF.TransformInvariantNMF property) R_partial() (tnmf.TransformInvariantNMF.TransformInvariantNMF method) racoon_image() (in module tnmf.utils.data_loading) raise_not_implemented_errors (in module tnmf.tests.test_1d) (in module tnmf.tests.test_backends) reconstruct() (tnmf.backends._Backend.Backend method) (tnmf.backends.NumPy.NumPy_Backend method) (tnmf.backends.NumPy_CachingFFT.NumPy_CachingFFT_Backend method) (tnmf.backends.NumPy_FFT.NumPy_FFT_Backend method) (tnmf.backends.PyTorch.PyTorch_Backend method) (tnmf.backends.PyTorch_FFT.PyTorch_FFT_Backend method) reconstruction_energy() (tnmf.backends._Backend.Backend method) (tnmf.backends._PyTorchBackend.PyTorchBackend method)

reconstruction_gradient_H() (tnmf.backends._Backend.Backend method) (tnmf.backends._PyTorchBackend.PyTorchBackend method) (tnmf.backends.NumPy.NumPy_Backend method) (tnmf.backends.NumPy_CachingFFT.NumPy_CachingFFT_Backend method) (tnmf.backends.NumPy_FFT.NumPy_FFT_Backend method) reconstruction_gradient_W() (tnmf.backends._Backend.Backend method) (tnmf.backends._PyTorchBackend.PyTorchBackend method) (tnmf.backends.NumPy.NumPy_Backend method) (tnmf.backends.NumPy_CachingFFT.NumPy_CachingFFT_Backend method) (tnmf.backends.NumPy_FFT.NumPy_FFT_Backend method) reconstruction_modes (in module tnmf.tests.test_1d) (in module tnmf.tests.test_backends)

S

shape (in module tnmf.tests.test_minibatch) (in module tnmf.tests.test_stream) shape() (tnmf.backends.NumPy_CachingFFT.CachingFFT property) SignalTool (class in tnmf.utils.demo) SignalTool1D (class in tnmf.utils.demo) SignalTool2D (class in tnmf.utils.demo) sliceNone (in module tnmf.backends._Backend) st_compare_individual_signals() (tnmf.utils.demo.SignalTool class method)

st_compare_signals() (tnmf.utils.demo.SignalTool class method) st_define_nmf_params() (in module tnmf.utils.demo) st_define_signal_params() (tnmf.utils.demo.SignalTool class method) (tnmf.utils.demo.SignalTool1D class method) (tnmf.utils.demo.SignalTool2D class method) st_generate_input() (tnmf.utils.demo.SignalTool class method) st_plot_partial_reconstructions() (tnmf.utils.demo.SignalTool class method) sum() (tnmf.backends.NumPy_CachingFFT.CachingFFT method)

T

test_cross_atom_inhibition() (in module tnmf.tests.test_sparsity_inhibition) test_demo() (in module tnmf.tests.test_demos) test_example() (in module tnmf.tests.test_examples) test_expected_energy() (in module tnmf.tests.test_1d) (in module tnmf.tests.test_backends) (in module tnmf.tests.test_minibatch) test_import_tinmf() (in module tnmf.tests.test_init) test_inhibition() (in module tnmf.tests.test_sparsity_inhibition) test_params_cross_atom_inhibition (in module tnmf.tests.test_sparsity_inhibition) test_params_inhibition (in module tnmf.tests.test_sparsity_inhibition) test_params_sparsity (in module tnmf.tests.test_sparsity_inhibition) test_sparsity() (in module tnmf.tests.test_sparsity_inhibition) test_with_array() (in module tnmf.tests.test_stream) test_with_generator() (in module tnmf.tests.test_stream) test_with_generator_limited() (in module tnmf.tests.test_stream) tnmf module tnmf._version module tnmf.backends module tnmf.backends._Backend module tnmf.backends._NumPyBackend module tnmf.backends._NumPyFFTBackend module tnmf.backends._PyTorchBackend module tnmf.backends.NumPy module tnmf.backends.NumPy_CachingFFT module tnmf.backends.NumPy_FFT module tnmf.backends.PyTorch module

tnmf.backends.PyTorch_FFT module tnmf.tests module tnmf.tests.test_1d module tnmf.tests.test_backends module tnmf.tests.test_demos module tnmf.tests.test_examples module tnmf.tests.test_init module tnmf.tests.test_minibatch module tnmf.tests.test_sparsity_inhibition module tnmf.tests.test_stream module tnmf.TransformInvariantNMF module tnmf.utils module tnmf.utils.data_loading module tnmf.utils.demo module tnmf.utils.signals module to_ndarray() (tnmf.backends._Backend.Backend static method) (tnmf.backends._NumPyBackend.NumPyBackend static method) (tnmf.backends._PyTorchBackend.PyTorchBackend static method) (tnmf.backends.NumPy_CachingFFT.NumPy_CachingFFT_Backend static method) TransformInvariantNMF (class in tnmf.TransformInvariantNMF)

V

V (in module tnmf.tests.test_1d), [1] (in module tnmf.tests.test_backends) (in module tnmf.tests.test_minibatch), [1] (in module tnmf.tests.test_sparsity_inhibition) (in module tnmf.tests.test_stream), [1]

V() (tnmf.TransformInvariantNMF.TransformInvariantNMF property) version (in module tnmf._version) version_tuple (in module tnmf._version)

W

W (tnmf.TransformInvariantNMF.TransformInvariantNMF attribute)

W() (tnmf.TransformInvariantNMF.TransformInvariantNMF property)