Index

A

apply() (STL_main.ST_Operator.ST_Operator method) (STL_main.STL_2D_FFT_Torch.CS_operator_2D_FFT_torch method) (STL_main.STL_2D_FFT_Torch.WaveletOperator2D_FFT_torch method) (STL_main.STL_2D_Kernel_Torch.CS_operator_2D_Kernel_Torch method) (STL_main.STL_2D_Kernel_Torch.WaveletOperator2Dkernel_torch method)

apply_fft() (STL_main.STL_2D_Kernel_Torch.CS_operator_2D_Kernel_Torch method) apply_nyquist_filter() (in module STL_main.Synthesis)

B

build_mask_crop() (STL_main.STL_2D_FFT_Torch.CS_operator_2D_FFT_torch method) (STL_main.STL_2D_Kernel_Torch.CS_operator_2D_Kernel_Torch method)

bump_steerable_2d() (STL_main.STL_2D_FFT_Torch.WaveletOperator2D_FFT_torch static method) bump_steerable_bank() (STL_main.STL_2D_FFT_Torch.WaveletOperator2D_FFT_torch class method)

C

cov() (STL_main.STL_2D_FFT_Torch.WaveletOperator2D_FFT_torch method) (STL_main.STL_2D_Kernel_Torch.WaveletOperator2Dkernel_torch method)

CS_operator_2D_FFT_torch (class in STL_main.STL_2D_FFT_Torch) CS_operator_2D_Kernel_Torch (class in STL_main.STL_2D_Kernel_Torch)

D

dim() (in module STL_main.torch_backend) divide() (STL_main.STL_2D_FFT_Torch.STL_2D_FFT_Torch method) (STL_main.STL_2D_Kernel_Torch.STL_2D_Kernel_Torch method) downsample() (STL_main.STL_2D_FFT_Torch.WaveletOperator2D_FFT_torch static method) (STL_main.STL_2D_Kernel_Torch.WaveletOperator2Dkernel_torch method) DT (STL_main.STL_2D_FFT_Torch.STL_2D_FFT_Torch attribute) (STL_main.STL_2D_Kernel_Torch.STL_2D_Kernel_Torch attribute) DT1_mean_func_MR() (in module STL_main.DataType1) DT1_subsampling_func() (in module STL_main.DataType1) DT1_subsampling_func_fromMR() (in module STL_main.DataType1) DT1_subsampling_func_toMR() (in module STL_main.DataType1) DT1_wavelet_build() (in module STL_main.DataType1) DT1_wavelet_conv() (in module STL_main.DataType1) DT1_wavelet_conv_full() (in module STL_main.DataType1) DT1_wavelet_conv_full_MR() (in module STL_main.DataType1) DT2_copy() (in module STL_main.DataType2)

DT2_cov_func() (in module STL_main.DataType2) DT2_findN() (in module STL_main.DataType2) DT2_fourier() (in module STL_main.DataType2) DT2_ifourier() (in module STL_main.DataType2) DT2_Mask_toMR() (in module STL_main.DataType2) DT2_mean_func() (in module STL_main.DataType2) DT2_mean_func_MR() (in module STL_main.DataType2) DT2_modulus() (in module STL_main.DataType2) DT2_subsampling_func() (in module STL_main.DataType2) DT2_subsampling_func_fromMR() (in module STL_main.DataType2) DT2_subsampling_func_toMR() (in module STL_main.DataType2) DT2_to_array() (in module STL_main.DataType2) DT2_wavelet_build() (in module STL_main.DataType2) DT2_wavelet_conv() (in module STL_main.DataType2) DT2_wavelet_conv_full() (in module STL_main.DataType2) DT2_wavelet_conv_full_MR() (in module STL_main.DataType2)

E

estimate_crop_borders() (STL_main.STL_2D_FFT_Torch.CS_operator_2D_FFT_torch method) (STL_main.STL_2D_FFT_Torch.WaveletOperator2D_FFT_torch method) (STL_main.STL_2D_Kernel_Torch.CS_operator_2D_Kernel_Torch method)

eye() (in module STL_main.torch_backend)

F

forward() (STL_main.STL_utils.Gaussianise method) (STL_main.Synthesis.ScatteringMatchModel method)

fourier() (STL_main.STL_2D_FFT_Torch.STL_2D_FFT_Torch method) fourier_status (STL_main.STL_2D_FFT_Torch.STL_2D_FFT_Torch attribute) from_ST_Statistics() (STL_main.ST_Operator.ST_Operator class method)

G

gaussian_2d_rotated() (in module STL_main.DataType1) (STL_main.STL_2D_FFT_Torch.WaveletOperator2D_FFT_torch static method) gaussian_bank() (in module STL_main.DataType1) (STL_main.STL_2D_FFT_Torch.WaveletOperator2D_FFT_torch class method) Gaussianise (class in STL_main.STL_utils)

get_CS_op() (STL_main.STL_2D_FFT_Torch.STL_2D_FFT_Torch method) (STL_main.STL_2D_Kernel_Torch.STL_2D_Kernel_Torch method) get_ST_op() (STL_main.STL_2D_FFT_Torch.STL_2D_FFT_Torch method) (STL_main.STL_2D_Kernel_Torch.STL_2D_Kernel_Torch method) get_wavelet_op() (STL_main.STL_2D_FFT_Torch.STL_2D_FFT_Torch method) (STL_main.STL_2D_Kernel_Torch.STL_2D_Kernel_Torch method)

I

ifourier() (STL_main.STL_2D_FFT_Torch.STL_2D_FFT_Torch method)

invert() (STL_main.STL_utils.Gaussianise method)

K

k_lambda() (STL_main.STL_2D_FFT_Torch.CS_operator_2D_FFT_torch class method) (STL_main.STL_2D_Kernel_Torch.CS_operator_2D_Kernel_Torch class method)

kappa_lambda() (STL_main.STL_2D_FFT_Torch.CS_operator_2D_FFT_torch class method) (STL_main.STL_2D_Kernel_Torch.CS_operator_2D_Kernel_Torch class method)

M

maskmean() (in module STL_main.torch_backend) mean() (STL_main.STL_2D_FFT_Torch.WaveletOperator2D_FFT_torch method) (STL_main.STL_2D_Kernel_Torch.WaveletOperator2Dkernel_torch method) module STL_main STL_main.DataType1 STL_main.DataType2 STL_main.LossOptim STL_main.ST_Operator STL_main.ST_Statistics STL_main.STL_2D_FFT_Torch STL_main.STL_2D_Kernel_Torch STL_main.STL_utils STL_main.Synthesis STL_main.torch_backend

modulus() (STL_main.STL_2D_FFT_Torch.STL_2D_FFT_Torch method) (STL_main.STL_2D_Kernel_Torch.STL_2D_Kernel_Torch method)

O

ones() (in module STL_main.torch_backend) optimize_from_maps() (in module STL_main.Synthesis)

optimize_from_stats() (in module STL_main.Synthesis) optimize_lbfgs() (in module STL_main.Synthesis)

P

plot_coeff() (STL_main.ST_Statistics.ST_Statistics method)

plot_cross_spectrum() (STL_main.STL_2D_FFT_Torch.CS_operator_2D_FFT_torch method) (STL_main.STL_2D_Kernel_Torch.CS_operator_2D_Kernel_Torch method)

R

reweight() (in module STL_main.Synthesis)

S

s() (STL_main.STL_2D_FFT_Torch.CS_operator_2D_FFT_torch static method) (STL_main.STL_2D_Kernel_Torch.CS_operator_2D_Kernel_Torch static method) s_lambda() (STL_main.STL_2D_FFT_Torch.CS_operator_2D_FFT_torch class method) (STL_main.STL_2D_Kernel_Torch.CS_operator_2D_Kernel_Torch class method) ScatteringMatchModel (class in STL_main.Synthesis) select() (STL_main.ST_Statistics.ST_Statistics method) set_fourier_status() (STL_main.STL_2D_FFT_Torch.STL_2D_FFT_Torch method) shape() (in module STL_main.torch_backend) square_mean() (STL_main.STL_2D_FFT_Torch.WaveletOperator2D_FFT_torch method) (STL_main.STL_2D_Kernel_Torch.WaveletOperator2Dkernel_torch method) ST_Operator (class in STL_main.ST_Operator) ST_Statistics (class in STL_main.ST_Statistics) standardize() (STL_main.STL_2D_FFT_Torch.WaveletOperator2D_FFT_torch method) (STL_main.STL_2D_Kernel_Torch.WaveletOperator2Dkernel_torch method) STL_2D_FFT_Torch (class in STL_main.STL_2D_FFT_Torch) STL_2D_Kernel_Torch (class in STL_main.STL_2D_Kernel_Torch) STL_main module STL_main.DataType1 module STL_main.DataType2 module

STL_main.LossOptim module STL_main.ST_Operator module STL_main.ST_Statistics module STL_main.STL_2D_FFT_Torch module STL_main.STL_2D_Kernel_Torch module STL_main.STL_utils module STL_main.Synthesis module STL_main.torch_backend module synth_from_map() (in module STL_main.LossOptim) synth_from_stats() (in module STL_main.LossOptim) synthesize_from_maps() (in module STL_main.Synthesis) synthesize_from_stats() (in module STL_main.Synthesis)

T

to_angular_ft() (STL_main.ST_Statistics.ST_Statistics method) to_flatten() (STL_main.ST_Statistics.ST_Statistics method) to_iso() (STL_main.ST_Statistics.ST_Statistics method)

to_norm() (STL_main.ST_Statistics.ST_Statistics method) to_scale_ft() (STL_main.ST_Statistics.ST_Statistics method) to_torch_tensor() (in module STL_main.torch_backend)

U

unstandardize() (STL_main.STL_2D_FFT_Torch.WaveletOperator2D_FFT_torch method) (STL_main.STL_2D_Kernel_Torch.WaveletOperator2Dkernel_torch method)

W

wavelet_conv() (STL_main.STL_2D_FFT_Torch.WaveletOperator2D_FFT_torch static method) wavelet_conv_full() (STL_main.STL_2D_FFT_Torch.WaveletOperator2D_FFT_torch static method)

WaveletOperator2D_FFT_torch (class in STL_main.STL_2D_FFT_Torch) WaveletOperator2Dkernel_torch (class in STL_main.STL_2D_Kernel_Torch)

Z

zeros() (in module STL_main.torch_backend)