Index _ | A | B | C | D | E | F | G | H | I | K | L | M | N | O | P | R | S | T | U | V | W | X | Z _ __constants__ (complextorch.nn.modules.linear.Bilinear attribute) __doc__ (complextorch.nn.modules.phase_modulation.PhaseConjConv1d attribute) (complextorch.nn.modules.phase_modulation.PhaseConjConv2d attribute) (complextorch.nn.modules.phase_modulation.PhaseConjConv3d attribute) (complextorch.nn.modules.phase_modulation.PhaseDivConv1d attribute) (complextorch.nn.modules.phase_modulation.PhaseDivConv2d attribute) (complextorch.nn.modules.phase_modulation.PhaseDivConv3d attribute) __setattr__() (complextorch.nn.masked.base.BaseMasked method) __sparsity_ignore__ (complextorch.nn.masked.base.MaskedWeightMixin attribute) (complextorch.nn.utils.sparsity.SparsityStats attribute) A a (complextorch.nn.modules.activation.complex_relu.zAbsReLU attribute) act (complextorch.nn.modules.ssm.S4DBlock attribute) activation_i (complextorch.nn.modules.activation.split_type_A.GeneralizedSplitActivation attribute) activation_mag (complextorch.nn.modules.activation.split_type_B.GeneralizedPolarActivation attribute) activation_phase (complextorch.nn.modules.activation.split_type_B.GeneralizedPolarActivation attribute) activation_r (complextorch.nn.modules.activation.split_type_A.GeneralizedSplitActivation attribute) AdaptiveAvgPool1d (class in complextorch.nn.modules.pooling) AdaptiveAvgPool2d (class in complextorch.nn.modules.pooling) AdaptiveAvgPool3d (class in complextorch.nn.modules.pooling) AdaptiveModReLU (class in complextorch.nn.modules.activation.split_type_B) affine (complextorch.nn.modules.groupnorm.GroupNorm attribute) align_corners (complextorch.nn.modules.upsampling.PolarUpsample attribute) (complextorch.nn.modules.upsampling.Upsample attribute) alpha (complextorch.nn.modules.activation.complex_relu.GTReLU attribute) (complextorch.nn.modules.attention.holographic.HolographicAttention attribute) (complextorch.nn.modules.phase.ComplexScaling attribute) Amplitude (class in complextorch.transforms.transforms) analytic_signal() (in module complextorch.signal) AnalyticNeuralNetwork (class in complextorch.models.steinmetz) AnalyticSignalLoss (class in complextorch.nn.modules.loss) apply_complex() (in module complextorch.nn.functional) apply_complex_polar() (in module complextorch.nn.functional) apply_complex_split() (in module complextorch.nn.functional) attn (complextorch.models.vit.ViTLayer attribute) avg_pool (complextorch.nn.modules.attention.mca.MaskedChannelAttention1d attribute) (complextorch.nn.modules.attention.mca.MaskedChannelAttention2d attribute) (complextorch.nn.modules.attention.mca.MaskedChannelAttention3d attribute) AvgPool1d (class in complextorch.nn.modules.pooling) AvgPool2d (class in complextorch.nn.modules.pooling) AvgPool3d (class in complextorch.nn.modules.pooling) B base (complextorch.nn.modules.kan.CVKANLayer attribute) (complextorch.nn.modules.position.CoPE attribute) (complextorch.nn.modules.position.RotaryEmbedding attribute) (complextorch.nn.modules.position.SinusoidalPositionalEncoding attribute) BaseARD (class in complextorch.nn.relevance.base) BaseMasked (class in complextorch.nn.masked.base) batch_first (complextorch.nn.modules.transformer.Transformer attribute) (complextorch.nn.modules.transformer.TransformerDecoderLayer attribute) (complextorch.nn.modules.transformer.TransformerEncoderLayer attribute) (complextorch.nn.modules.unitary_rnn.UnitaryRNN attribute) batch_norm() (in module complextorch.nn.functional) batchnorm (complextorch.nn.modules.rnn.GRUCell attribute) (complextorch.nn.modules.rnn.LSTMCell attribute) BatchNorm1d (class in complextorch.nn.modules.batchnorm) BatchNorm2d (class in complextorch.nn.modules.batchnorm) BatchNorm3d (class in complextorch.nn.modules.batchnorm) beta (complextorch.nn.modules.activation.complex_relu.GTReLU attribute) (complextorch.nn.modules.phase.ComplexScaling attribute) bias (complextorch.nn.gauss.linear.Linear property) (complextorch.nn.modules.manifold.wFMDistanceLinear attribute) Bilinear (class in complextorch.nn.modules.linear) BilinearARD (class in complextorch.nn.relevance.linear) BilinearMasked (class in complextorch.nn.masked.linear) BilinearVD (class in complextorch.nn.relevance.linear) binarize_masks() (in module complextorch.nn.masked) blocks (complextorch.models.vit.ViT attribute) bn (complextorch.models.cds.CDSEquivariant attribute) (complextorch.models.cds.CDSInvariant attribute) broadcast_dim (complextorch.nn.modules.phase.ComplexScaling attribute) (complextorch.nn.modules.phase.PhaseShift attribute) C c (complextorch.nn.modules.activation.fully_complex.CVSigLog attribute) c2 (complextorch.nn.modules.loss.CVCauchyError attribute) CCELU (class in complextorch.nn.modules.activation.split_type_A) CDSEquivariant (class in complextorch.models.cds) CDSInvariant (class in complextorch.models.cds) CDSMSTAR (class in complextorch.models.cds) cells (complextorch.nn.modules.unitary_rnn.UnitaryRNN attribute) CELU (class in complextorch.nn.modules.activation.split_type_A) CenterCrop (class in complextorch.transforms.transforms) centered (complextorch.transforms.transforms.RandomPhase attribute) CGELU (class in complextorch.nn.modules.activation.split_type_A) channels (complextorch.nn.modules.ssm.MambaBlock attribute) cls_token (complextorch.models.vit.ViT attribute) cnn (complextorch.models.cds.CDSMSTAR attribute) combine_weight (complextorch.nn.modules.manifold.wFMDistanceLinear attribute) ComplexGaborConv1d (class in complextorch.nn.modules.frontend) ComplexRatioMask (class in complextorch.nn.modules.mask) ComplexScaling (class in complextorch.nn.modules.phase) ComplexToConcatenated (class in complextorch.nn.modules.casting) ComplexToInterleaved (class in complextorch.nn.modules.casting) complextorch module complextorch.datasets module complextorch.models module complextorch.models.cds module complextorch.models.kan module complextorch.models.steinmetz module complextorch.models.vit module complextorch.nn module complextorch.nn.functional module complextorch.nn.gauss module complextorch.nn.gauss.conv module complextorch.nn.gauss.linear module complextorch.nn.init module complextorch.nn.masked module complextorch.nn.masked.base module complextorch.nn.masked.conv module complextorch.nn.masked.linear module complextorch.nn.modules module complextorch.nn.modules.activation 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.holographic module complextorch.nn.modules.attention.mca module complextorch.nn.modules.batchnorm module complextorch.nn.modules.casting module complextorch.nn.modules.conv module complextorch.nn.modules.dropout module complextorch.nn.modules.fft module complextorch.nn.modules.frontend module complextorch.nn.modules.groupnorm module complextorch.nn.modules.kan 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.phase module complextorch.nn.modules.phase_modulation module complextorch.nn.modules.pooling module complextorch.nn.modules.position module complextorch.nn.modules.prototype module complextorch.nn.modules.rmsnorm module complextorch.nn.modules.rnn module complextorch.nn.modules.softmax module complextorch.nn.modules.ssm module complextorch.nn.modules.transformer module complextorch.nn.modules.unitary_rnn module complextorch.nn.modules.upsampling module complextorch.nn.relevance module complextorch.nn.relevance.base module complextorch.nn.relevance.conv module complextorch.nn.relevance.linear module complextorch.nn.utils module complextorch.nn.utils.sparsity module complextorch.signal module complextorch.transforms module complextorch.transforms.functional module complextorch.transforms.transforms module compute_ard_masks() (in module complextorch.nn.relevance.base) compute_output_shape() (complextorch.nn.modules.manifold.wFMConv2d method) ConcatenatedToComplex (class in complextorch.nn.modules.casting) conjugate (complextorch.nn.masked.linear.BilinearMasked attribute) (complextorch.nn.modules.linear.Bilinear attribute) consistency (complextorch.models.steinmetz.AnalyticNeuralNetwork attribute) consistency_loss() (complextorch.models.steinmetz.AnalyticNeuralNetwork method) conv (complextorch.nn.modules.conv.Conv1d attribute) (complextorch.nn.modules.conv.Conv2d attribute) (complextorch.nn.modules.conv.Conv3d attribute) Conv1d (class in complextorch.nn.gauss.conv) (class in complextorch.nn.modules.conv) conv1d (complextorch.nn.modules.manifold.wFMConv1d attribute) Conv1dARD (class in complextorch.nn.relevance.conv) Conv1dMasked (class in complextorch.nn.masked.conv) Conv1dVD (class in complextorch.nn.relevance.conv) Conv2d (class in complextorch.nn.gauss.conv) (class in complextorch.nn.modules.conv) Conv2dARD (class in complextorch.nn.relevance.conv) Conv2dMasked (class in complextorch.nn.masked.conv) Conv2dVD (class in complextorch.nn.relevance.conv) Conv3d (class in complextorch.nn.gauss.conv) (class in complextorch.nn.modules.conv) Conv3dARD (class in complextorch.nn.relevance.conv) Conv3dMasked (class in complextorch.nn.masked.conv) Conv3dVD (class in complextorch.nn.relevance.conv) conv_down (complextorch.nn.modules.attention.mca.MaskedChannelAttention1d attribute) (complextorch.nn.modules.attention.mca.MaskedChannelAttention2d attribute) (complextorch.nn.modules.attention.mca.MaskedChannelAttention3d attribute) conv_transposed (complextorch.nn.modules.conv.ConvTranspose1d attribute) (complextorch.nn.modules.conv.ConvTranspose2d attribute) (complextorch.nn.modules.conv.ConvTranspose3d attribute) conv_up (complextorch.nn.modules.attention.mca.MaskedChannelAttention1d attribute) (complextorch.nn.modules.attention.mca.MaskedChannelAttention2d attribute) (complextorch.nn.modules.attention.mca.MaskedChannelAttention3d attribute) ConvTranspose1d (class in complextorch.nn.gauss.conv) (class in complextorch.nn.modules.conv) ConvTranspose2d (class in complextorch.nn.gauss.conv) (class in complextorch.nn.modules.conv) ConvTranspose3d (class in complextorch.nn.gauss.conv) (class in complextorch.nn.modules.conv) CoPE (class in complextorch.nn.modules.position) cov_norm (complextorch.nn.modules.loss.SSIM attribute) CPReLU (class in complextorch.nn.modules.activation.complex_relu) CReLU (class in complextorch.nn.modules.activation.complex_relu) cross_attn (complextorch.nn.modules.transformer.TransformerDecoderLayer attribute) CSigmoid (class in complextorch.nn.modules.activation.split_type_A) CTanh (class in complextorch.nn.modules.activation.split_type_A) CVCardiod (class in complextorch.nn.modules.activation.fully_complex) CVCauchyError (class in complextorch.nn.modules.loss) CVFourthPowError (class in complextorch.nn.modules.loss) CVKAN (class in complextorch.models.kan) CVKANLayer (class in complextorch.nn.modules.kan) CVLogCoshError (class in complextorch.nn.modules.loss) CVLogError (class in complextorch.nn.modules.loss) 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) CVSigLog (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) CVSplitCELU (class in complextorch.nn.modules.activation.split_type_A) CVSplitELU (class in complextorch.nn.modules.activation.split_type_A) CVSplitGELU (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) D D (complextorch.nn.modules.ssm.MambaBlock attribute) d_inner (complextorch.nn.modules.ssm.MambaBlock attribute) d_k (complextorch.nn.modules.attention.MultiheadAttention attribute) d_model (complextorch.nn.modules.transformer.Transformer attribute) (complextorch.nn.modules.transformer.TransformerEncoderLayer attribute) d_v (complextorch.nn.modules.attention.MultiheadAttention attribute) decoder (complextorch.nn.modules.transformer.Transformer attribute) deploy_masks() (in module complextorch.nn.masked) diff1 (complextorch.models.cds.CDSInvariant attribute) (complextorch.models.cds.CDSMSTAR attribute) dim (complextorch.nn.modules.fft.FFTBlock attribute) (complextorch.nn.modules.fft.IFFTBlock attribute) (complextorch.nn.modules.loss.AnalyticSignalLoss attribute) (complextorch.nn.modules.mask.MagMinMaxNorm attribute) (complextorch.nn.modules.position.CoPE attribute) (complextorch.nn.modules.position.RotaryEmbedding attribute) (complextorch.nn.modules.position.SinusoidalPositionalEncoding attribute) (complextorch.transforms.transforms.Unsqueeze attribute) drop (complextorch.models.vit.ViT attribute) (complextorch.nn.modules.unitary_rnn.UnitaryRNN attribute) Dropout (class in complextorch.nn.modules.dropout) dropout (complextorch.nn.modules.attention.holographic.HolographicAttention attribute) (complextorch.nn.modules.attention.MultiheadAttention attribute) (complextorch.nn.modules.attention.ScaledDotProductAttention attribute) Dropout1d (class in complextorch.nn.modules.dropout) Dropout2d (class in complextorch.nn.modules.dropout) Dropout3d (class in complextorch.nn.modules.dropout) dropout_i (complextorch.nn.modules.dropout.Dropout attribute) dropout_r (complextorch.nn.modules.dropout.Dropout attribute) DSS (class in complextorch.nn.modules.ssm) dt_proj (complextorch.nn.modules.ssm.MambaBlock attribute) dt_rank (complextorch.nn.modules.ssm.MambaBlock attribute) dtype (complextorch.nn.modules.casting.RealToComplex attribute) (complextorch.transforms.transforms.ToTensor attribute) E EfficientChannelAttention1d (class in complextorch.nn.modules.attention.eca) EfficientChannelAttention2d (class in complextorch.nn.modules.attention.eca) EfficientChannelAttention3d (class in complextorch.nn.modules.attention.eca) elementwise_affine (complextorch.nn.modules.layernorm.LayerNorm attribute) (complextorch.nn.modules.rmsnorm.RMSNorm attribute) encoder (complextorch.nn.modules.transformer.Transformer attribute) energy_preserving (complextorch.transforms.transforms.FFTResize attribute) eps (complextorch.nn.modules.activation.complex_relu.EquivariantPhaseReLU attribute) (complextorch.nn.modules.attention.holographic.HolographicAttention attribute) (complextorch.nn.modules.frontend.InverseSTFT attribute) (complextorch.nn.modules.groupnorm.GroupNorm attribute) (complextorch.nn.modules.layernorm.LayerNorm attribute) (complextorch.nn.modules.manifold.wFMConvStrict2d attribute) (complextorch.nn.modules.manifold.wFMDistanceLinear attribute) (complextorch.nn.modules.manifold.wFMReLU attribute) (complextorch.nn.modules.rmsnorm.RMSNorm attribute) EquivariantPhaseReLU (class in complextorch.nn.modules.activation.complex_relu) extra_repr() (complextorch.nn.modules.activation.complex_relu.EquivariantPhaseReLU method) (complextorch.nn.modules.activation.complex_relu.GTReLU method) (complextorch.nn.modules.activation.complex_relu.zAbsReLU method) (complextorch.nn.modules.activation.complex_relu.zLeakyReLU method) (complextorch.nn.modules.casting.RealToComplex method) (complextorch.nn.modules.frontend.ComplexGaborConv1d method) (complextorch.nn.modules.frontend.InverseSTFT method) (complextorch.nn.modules.frontend.STFT method) (complextorch.nn.modules.groupnorm.GroupNorm method) (complextorch.nn.modules.kan.CVKANLayer method) (complextorch.nn.modules.linear.Bilinear method) (complextorch.nn.modules.manifold.wFMConvStrict2d method) (complextorch.nn.modules.manifold.wFMDistanceLinear method) (complextorch.nn.modules.manifold.wFMReLU method) (complextorch.nn.modules.phase.ComplexScaling method) (complextorch.nn.modules.phase.PhaseShift method) (complextorch.nn.modules.position.CoPE method) (complextorch.nn.modules.position.RotaryEmbedding method) (complextorch.nn.modules.position.SinusoidalPositionalEncoding method) (complextorch.nn.modules.prototype.PrototypeDistance method) (complextorch.nn.modules.rmsnorm.RMSNorm method) (complextorch.nn.modules.ssm.MambaBlock method) (complextorch.nn.modules.upsampling.PolarUpsample method) (complextorch.nn.modules.upsampling.Upsample method) (complextorch.transforms.transforms.ToTensor method) (complextorch.transforms.transforms.Unsqueeze method) F fc (complextorch.nn.modules.attention.MultiheadAttention attribute) fc1 (complextorch.models.cds.CDSEquivariant attribute) (complextorch.models.cds.CDSInvariant attribute) ffn (complextorch.models.vit.ViTLayer attribute) (complextorch.nn.modules.transformer.TransformerDecoderLayer attribute) (complextorch.nn.modules.transformer.TransformerEncoderLayer attribute) FFT2 (class in complextorch.transforms.transforms) FFTBlock (class in complextorch.nn.modules.fft) FFTResize (class in complextorch.transforms.transforms) forward() (complextorch.models.cds.CDSEquivariant method) (complextorch.models.cds.CDSInvariant method) (complextorch.models.cds.CDSMSTAR method) (complextorch.models.kan.CVKAN method) (complextorch.models.steinmetz.SteinmetzNetwork method) (complextorch.models.vit.ViT method) (complextorch.models.vit.ViTLayer method) (complextorch.nn.gauss.linear.Linear method) (complextorch.nn.masked.linear.BilinearMasked method) (complextorch.nn.masked.linear.LinearMasked method) (complextorch.nn.modules.activation.complex_relu.EquivariantPhaseReLU method) (complextorch.nn.modules.activation.complex_relu.GTReLU method) (complextorch.nn.modules.activation.complex_relu.zAbsReLU method) (complextorch.nn.modules.activation.complex_relu.zLeakyReLU method) (complextorch.nn.modules.activation.fully_complex.CVCardiod method) (complextorch.nn.modules.activation.fully_complex.CVSigLog method) (complextorch.nn.modules.activation.fully_complex.Mod 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.holographic.HolographicAttention method) (complextorch.nn.modules.attention.MultiheadAttention method) (complextorch.nn.modules.attention.ScaledDotProductAttention method) (complextorch.nn.modules.casting.ComplexToConcatenated method) (complextorch.nn.modules.casting.ComplexToInterleaved method) (complextorch.nn.modules.casting.ConcatenatedToComplex method) (complextorch.nn.modules.casting.InterleavedToComplex method) (complextorch.nn.modules.casting.RealToComplex method) (complextorch.nn.modules.conv.Conv1d method) (complextorch.nn.modules.conv.Conv2d method) (complextorch.nn.modules.conv.Conv3d method) (complextorch.nn.modules.conv.ConvTranspose1d method) (complextorch.nn.modules.conv.ConvTranspose2d method) (complextorch.nn.modules.conv.ConvTranspose3d method) (complextorch.nn.modules.dropout.Dropout method) (complextorch.nn.modules.fft.FFTBlock method) (complextorch.nn.modules.fft.IFFTBlock method) (complextorch.nn.modules.frontend.ComplexGaborConv1d method) (complextorch.nn.modules.frontend.InverseSTFT method) (complextorch.nn.modules.frontend.STFT method) (complextorch.nn.modules.groupnorm.GroupNorm method) (complextorch.nn.modules.kan.CVKANLayer method) (complextorch.nn.modules.layernorm.LayerNorm method) (complextorch.nn.modules.linear.Bilinear method) (complextorch.nn.modules.linear.Linear method) (complextorch.nn.modules.loss.AnalyticSignalLoss 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.GeneralizedPolarLoss method) (complextorch.nn.modules.loss.GeneralizedSplitLoss method) (complextorch.nn.modules.loss.HolographicReconstructionLoss method) (complextorch.nn.modules.loss.MSELoss method) (complextorch.nn.modules.loss.PerpLossSSIM method) (complextorch.nn.modules.loss.SplitSSIM method) (complextorch.nn.modules.loss.SSIM method) (complextorch.nn.modules.manifold.tReLU method) (complextorch.nn.modules.manifold.wFMConv1d method) (complextorch.nn.modules.manifold.wFMConv2d method) (complextorch.nn.modules.manifold.wFMConvStrict2d method) (complextorch.nn.modules.manifold.wFMDistanceLinear method) (complextorch.nn.modules.manifold.wFMReLU method) (complextorch.nn.modules.mask.ComplexRatioMask method) (complextorch.nn.modules.mask.MagMinMaxNorm method) (complextorch.nn.modules.phase.ComplexScaling method) (complextorch.nn.modules.phase.PhaseShift method) (complextorch.nn.modules.pooling.AdaptiveAvgPool1d method) (complextorch.nn.modules.pooling.AdaptiveAvgPool2d method) (complextorch.nn.modules.pooling.AdaptiveAvgPool3d method) (complextorch.nn.modules.pooling.AvgPool1d method) (complextorch.nn.modules.pooling.AvgPool2d method) (complextorch.nn.modules.pooling.AvgPool3d method) (complextorch.nn.modules.position.CoPE method) (complextorch.nn.modules.position.RotaryEmbedding method) (complextorch.nn.modules.position.SinusoidalPositionalEncoding method) (complextorch.nn.modules.prototype.PrototypeDistance method) (complextorch.nn.modules.rmsnorm.RMSNorm method) (complextorch.nn.modules.rnn.GRU method) (complextorch.nn.modules.rnn.GRUCell method) (complextorch.nn.modules.rnn.LSTM method) (complextorch.nn.modules.rnn.LSTMCell method) (complextorch.nn.modules.softmax.CVSoftMax method) (complextorch.nn.modules.softmax.MagSoftMax method) (complextorch.nn.modules.softmax.PhaseSoftMax method) (complextorch.nn.modules.ssm.MambaBlock method) (complextorch.nn.modules.ssm.S4DBlock method) (complextorch.nn.modules.transformer.Transformer method) (complextorch.nn.modules.transformer.TransformerDecoder method) (complextorch.nn.modules.transformer.TransformerDecoderLayer method) (complextorch.nn.modules.transformer.TransformerEncoder method) (complextorch.nn.modules.transformer.TransformerEncoderLayer method) (complextorch.nn.modules.unitary_rnn.UnitaryRNN method) (complextorch.nn.modules.unitary_rnn.UnitaryRNNCell method) (complextorch.nn.modules.upsampling.PolarUpsample method) (complextorch.nn.modules.upsampling.Upsample method) (complextorch.transforms.transforms.Amplitude method) (complextorch.transforms.transforms.CenterCrop method) (complextorch.transforms.transforms.FFT2 method) (complextorch.transforms.transforms.FFTResize method) (complextorch.transforms.transforms.HWC2CHW method) (complextorch.transforms.transforms.IFFT2 method) (complextorch.transforms.transforms.LogAmplitude method) (complextorch.transforms.transforms.Normalize method) (complextorch.transforms.transforms.PadIfNeeded method) (complextorch.transforms.transforms.PolSAR method) (complextorch.transforms.transforms.RandomPhase method) (complextorch.transforms.transforms.RealImaginary method) (complextorch.transforms.transforms.SpatialResize method) (complextorch.transforms.transforms.ToImaginary method) (complextorch.transforms.transforms.ToReal method) 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(complextorch.nn.modules.manifold.wFMConvStrict2d attribute) weight_dropout (complextorch.nn.modules.manifold.wFMConv1d attribute) (complextorch.nn.modules.manifold.wFMConv2d attribute) weight_mag (complextorch.nn.modules.loss.GeneralizedPolarLoss attribute) (complextorch.nn.modules.manifold.wFMReLU attribute) weight_masked (complextorch.nn.masked.base.MaskedWeightMixin property) weight_matrix_ang (complextorch.nn.modules.manifold.wFMConv1d property) (complextorch.nn.modules.manifold.wFMConv2d attribute) weight_matrix_mag (complextorch.nn.modules.manifold.wFMConv1d property) (complextorch.nn.modules.manifold.wFMConv2d attribute) weight_phase (complextorch.nn.modules.loss.GeneralizedPolarLoss attribute) (complextorch.nn.modules.manifold.wFMReLU attribute) weights (complextorch.nn.modules.manifold.wFMDistanceLinear attribute) wfm1 (complextorch.models.cds.CDSEquivariant attribute) (complextorch.models.cds.CDSInvariant attribute) (complextorch.models.cds.CDSMSTAR attribute) wfm2 (complextorch.models.cds.CDSEquivariant attribute) (complextorch.models.cds.CDSInvariant attribute) (complextorch.models.cds.CDSMSTAR attribute) wfm3 (complextorch.models.cds.CDSEquivariant attribute) (complextorch.models.cds.CDSInvariant attribute) wfm4 (complextorch.models.cds.CDSEquivariant attribute) (complextorch.models.cds.CDSInvariant attribute) wFM_conv (complextorch.nn.modules.manifold.wFMConv1d attribute) (complextorch.nn.modules.manifold.wFMConv2d attribute) wFMConv1d (class in complextorch.nn.modules.manifold) wFMConv2d (class in complextorch.nn.modules.manifold) wFMConvStrict2d (class in complextorch.nn.modules.manifold) wFMDistanceLinear (class in complextorch.nn.modules.manifold) wFMReLU (class in complextorch.nn.modules.manifold) whiten2x2_batch_norm() (in module complextorch.nn.functional) whiten2x2_layer_norm() (in module complextorch.nn.functional) win_size (complextorch.nn.modules.loss.SSIM attribute) X x_proj (complextorch.nn.modules.ssm.MambaBlock attribute) xavier_normal_() (in module complextorch.nn.init) xavier_uniform_() (in module complextorch.nn.init) Z zAbsReLU (class in complextorch.nn.modules.activation.complex_relu) zLeakyReLU (class in complextorch.nn.modules.activation.complex_relu) zReLU (class in complextorch.nn.modules.activation.fully_complex)