Index

A

abs() (complextorch._cvtensor.CVTensor method) add_() (complextorch._cvtensor.CVTensor method) angle() (complextorch._cvtensor.CVTensor method)

apply_complex() (in module complextorch.nn.functional) apply_complex_polar() (in module complextorch.nn.functional) apply_complex_split() (in module complextorch.nn.functional)

C

clone() (complextorch._cvtensor.CVTensor method) complex (complextorch._cvtensor.CVTensor property) ComplexRatioMask (class in complextorch.nn.modules.mask) complextorch._cvtensor module complextorch.nn.functional module complextorch.nn.modules.activation.complex_relu module complextorch.nn.modules.activation.fully_complex module complextorch.nn.modules.activation.split_type_A module complextorch.nn.modules.activation.split_type_B module complextorch.nn.modules.attention module complextorch.nn.modules.attention.eca module complextorch.nn.modules.attention.mca module complextorch.nn.modules.batchnorm module complextorch.nn.modules.conv module complextorch.nn.modules.dropout module complextorch.nn.modules.fft module complextorch.nn.modules.layernorm module complextorch.nn.modules.linear module complextorch.nn.modules.loss module complextorch.nn.modules.manifold module complextorch.nn.modules.mask module complextorch.nn.modules.pooling module complextorch.nn.modules.softmax module conj (complextorch._cvtensor.CVTensor property) conjugate() (complextorch._cvtensor.CVTensor method) contiguous() (complextorch._cvtensor.CVTensor method) CPReLU (class in complextorch.nn.modules.activation.complex_relu)

cpu() (complextorch._cvtensor.CVTensor method) CReLU (class in complextorch.nn.modules.activation.complex_relu) CSigmoid (class in complextorch.nn.modules.activation.split_type_A) CTanh (class in complextorch.nn.modules.activation.split_type_A) cuda() (complextorch._cvtensor.CVTensor method) cv_batch_norm() (in module complextorch.nn.functional) cv_layer_norm() (in module complextorch.nn.functional) CVAdaptiveAvgPool1d (class in complextorch.nn.modules.pooling) CVAdaptiveAvgPool2d (class in complextorch.nn.modules.pooling) CVAdaptiveAvgPool3d (class in complextorch.nn.modules.pooling) CVBatchNorm1d (class in complextorch.nn.modules.batchnorm) CVBatchNorm2d (class in complextorch.nn.modules.batchnorm) CVBatchNorm3d (class in complextorch.nn.modules.batchnorm) CVCardiod (class in complextorch.nn.modules.activation.fully_complex) CVCauchyError (class in complextorch.nn.modules.loss) CVConv1d (class in complextorch.nn.modules.conv) CVConv2d (class in complextorch.nn.modules.conv) CVConv3d (class in complextorch.nn.modules.conv) CVConvTranpose1d (class in complextorch.nn.modules.conv) CVConvTranpose2d (class in complextorch.nn.modules.conv) CVConvTranpose3d (class in complextorch.nn.modules.conv) CVDropout (class in complextorch.nn.modules.dropout) CVEfficientChannelAttention1d (class in complextorch.nn.modules.attention.eca) CVEfficientChannelAttention2d (class in complextorch.nn.modules.attention.eca) CVEfficientChannelAttention3d (class in complextorch.nn.modules.attention.eca) CVFourthPowError (class in complextorch.nn.modules.loss) CVLayerNorm (class in complextorch.nn.modules.layernorm) CVLinear (class in complextorch.nn.modules.linear) CVLogCoshError (class in complextorch.nn.modules.loss) CVLogError (class in complextorch.nn.modules.loss) CVMaskedChannelAttention1d (class in complextorch.nn.modules.attention.mca) CVMaskedChannelAttention2d (class in complextorch.nn.modules.attention.mca) CVMaskedChannelAttention3d (class in complextorch.nn.modules.attention.mca) CVMultiheadAttention (class in complextorch.nn.modules.attention) CVPolarLog (class in complextorch.nn.modules.activation.split_type_B) CVPolarSquash (class in complextorch.nn.modules.activation.split_type_B) CVPolarTanh (class in complextorch.nn.modules.activation.split_type_B) CVQuadError (class in complextorch.nn.modules.loss) CVScaledDotProductAttention (class in complextorch.nn.modules.attention) CVSigLog (class in complextorch.nn.modules.activation.fully_complex) CVSigmoid (class in complextorch.nn.modules.activation.fully_complex) CVSoftMax (class in complextorch.nn.modules.softmax) CVSplitAbs (class in complextorch.nn.modules.activation.split_type_A) CVSplitReLU (class in complextorch.nn.modules.activation.complex_relu) CVSplitSigmoid (class in complextorch.nn.modules.activation.split_type_A) CVSplitTanh (class in complextorch.nn.modules.activation.split_type_A) CVTensor (class in complextorch._cvtensor)

D

detach() (complextorch._cvtensor.CVTensor method) device (complextorch._cvtensor.CVTensor property)

dim() (complextorch._cvtensor.CVTensor method) div_() (complextorch._cvtensor.CVTensor method) dtype (complextorch._cvtensor.CVTensor property)

E

expand() (complextorch._cvtensor.CVTensor method)

expand_as() (complextorch._cvtensor.CVTensor method)

F

fft() (complextorch._cvtensor.CVTensor method) fft_() (complextorch._cvtensor.CVTensor method) FFTBlock (class in complextorch.nn.modules.fft) flatten() (complextorch._cvtensor.CVTensor method) forward() (complextorch.nn.modules.activation.fully_complex.CVCardiod method) (complextorch.nn.modules.activation.fully_complex.CVSigLog method) (complextorch.nn.modules.activation.fully_complex.CVSigmoid method) (complextorch.nn.modules.activation.fully_complex.zReLU method) (complextorch.nn.modules.activation.split_type_A.CVSplitAbs method) (complextorch.nn.modules.activation.split_type_A.GeneralizedSplitActivation method) (complextorch.nn.modules.activation.split_type_B.GeneralizedPolarActivation method) (complextorch.nn.modules.attention.CVMultiheadAttention method) (complextorch.nn.modules.attention.CVScaledDotProductAttention method) (complextorch.nn.modules.conv.SlowCVConv1d method) (complextorch.nn.modules.dropout.CVDropout method) (complextorch.nn.modules.fft.FFTBlock method) (complextorch.nn.modules.fft.IFFTBlock method) (complextorch.nn.modules.layernorm.CVLayerNorm method) (complextorch.nn.modules.linear.CVLinear method) (complextorch.nn.modules.loss.CVCauchyError method) (complextorch.nn.modules.loss.CVFourthPowError method) (complextorch.nn.modules.loss.CVLogCoshError method) (complextorch.nn.modules.loss.CVLogError method) (complextorch.nn.modules.loss.CVQuadError method) (complextorch.nn.modules.loss.GeneralizedSplitLoss method) (complextorch.nn.modules.loss.PerpLossSSIM method) (complextorch.nn.modules.loss.SplitSSIM method) (complextorch.nn.modules.loss.SSIM method) (complextorch.nn.modules.manifold.wFMConv1d method) (complextorch.nn.modules.manifold.wFMConv2d method) (complextorch.nn.modules.mask.ComplexRatioMask method) (complextorch.nn.modules.mask.MagMinMaxNorm method) (complextorch.nn.modules.pooling.CVAdaptiveAvgPool1d method) (complextorch.nn.modules.pooling.CVAdaptiveAvgPool2d method) (complextorch.nn.modules.pooling.CVAdaptiveAvgPool3d method) (complextorch.nn.modules.softmax.CVSoftMax method) (complextorch.nn.modules.softmax.MagSoftMax method) (complextorch.nn.modules.softmax.PhaseSoftMax method)

from_numpy() (complextorch._cvtensor.CVTensor class method)

G

GeneralizedPolarActivation (class in complextorch.nn.modules.activation.split_type_B)

GeneralizedSplitActivation (class in complextorch.nn.modules.activation.split_type_A) GeneralizedSplitLoss (class in complextorch.nn.modules.loss)

H

H (complextorch._cvtensor.CVTensor property)

h() (complextorch._cvtensor.CVTensor method)

I

ifft() (complextorch._cvtensor.CVTensor method) ifft_() (complextorch._cvtensor.CVTensor method) IFFTBlock (class in complextorch.nn.modules.fft)

inv_sqrtm2x2() (in module complextorch.nn.functional) is_complex() (complextorch._cvtensor.CVTensor method) item() (complextorch._cvtensor.CVTensor method)

M

MagMinMaxNorm (class in complextorch.nn.modules.mask) MagSoftMax (class in complextorch.nn.modules.softmax) mean() (complextorch._cvtensor.CVTensor method) modReLU (class in complextorch.nn.modules.activation.split_type_B) module complextorch._cvtensor complextorch.nn.functional complextorch.nn.modules.activation.complex_relu complextorch.nn.modules.activation.fully_complex complextorch.nn.modules.activation.split_type_A complextorch.nn.modules.activation.split_type_B complextorch.nn.modules.attention complextorch.nn.modules.attention.eca complextorch.nn.modules.attention.mca complextorch.nn.modules.batchnorm complextorch.nn.modules.conv complextorch.nn.modules.dropout complextorch.nn.modules.fft complextorch.nn.modules.layernorm complextorch.nn.modules.linear complextorch.nn.modules.loss complextorch.nn.modules.manifold complextorch.nn.modules.mask complextorch.nn.modules.pooling complextorch.nn.modules.softmax

mul_() (complextorch._cvtensor.CVTensor method)

N

numpy() (complextorch._cvtensor.CVTensor method)

P

permute() (complextorch._cvtensor.CVTensor method) PerpLossSSIM (class in complextorch.nn.modules.loss)

PhaseSigmoid (class in complextorch.nn.modules.mask) PhaseSoftMax (class in complextorch.nn.modules.softmax) polar (complextorch._cvtensor.CVTensor property)

R

rect (complextorch._cvtensor.CVTensor property) requires_grad_() (complextorch._cvtensor.CVTensor method)

reshape() (complextorch._cvtensor.CVTensor method) roll() (complextorch._cvtensor.CVTensor method)

S

shape (complextorch._cvtensor.CVTensor property) size() (complextorch._cvtensor.CVTensor method) SlowCVConv1d (class in complextorch.nn.modules.conv) SplitL1 (class in complextorch.nn.modules.loss) SplitMSE (class in complextorch.nn.modules.loss)

SplitSSIM (class in complextorch.nn.modules.loss) squeeze() (complextorch._cvtensor.CVTensor method) SSIM (class in complextorch.nn.modules.loss) sub_() (complextorch._cvtensor.CVTensor method) sum() (complextorch._cvtensor.CVTensor method)

T

T (complextorch._cvtensor.CVTensor property) t() (complextorch._cvtensor.CVTensor method)

to() (complextorch._cvtensor.CVTensor method) transpose() (complextorch._cvtensor.CVTensor method)

U

unsqueeze() (complextorch._cvtensor.CVTensor method)

V

view() (complextorch._cvtensor.CVTensor method)

view_as() (complextorch._cvtensor.CVTensor method)

W

wFMConv1d (class in complextorch.nn.modules.manifold)

wFMConv2d (class in complextorch.nn.modules.manifold)

Z

zReLU (class in complextorch.nn.modules.activation.fully_complex)