torchoutil.nn.modules package

Modules (classes) interface.

Submodules

• torchoutil.nn.modules.activation module
  • LogSoftmaxMultidim
    • LogSoftmaxMultidim.extra_repr()
    • LogSoftmaxMultidim.forward()
  • SoftmaxMultidim
    • SoftmaxMultidim.extra_repr()
    • SoftmaxMultidim.forward()
• torchoutil.nn.modules.container module
  • EModuleDict
    • EModuleDict.forward()
  • EModuleList
    • EModuleList.forward()
  • EModulePartial
    • EModulePartial.extra_repr()
    • EModulePartial.forward()
  • ModuleDict
  • ModuleList
  • ModulePartial
• torchoutil.nn.modules.crop module
  • CropDim
    • CropDim.extra_repr()
    • CropDim.forward()
  • CropDims
    • CropDims.extra_repr()
    • CropDims.forward()
• torchoutil.nn.modules.layer module
  • PositionalEncoding
    • PositionalEncoding.forward()
  • init_pos_emb()
• torchoutil.nn.modules.mask module
  • MaskedMean
    • MaskedMean.extra_repr()
    • MaskedMean.forward()
  • MaskedSum
    • MaskedSum.extra_repr()
    • MaskedSum.forward()
• torchoutil.nn.modules.module module
• torchoutil.nn.modules.multiclass module
  • IndexToName
    • IndexToName.forward()
    • IndexToName.training
  • IndexToOnehot
    • IndexToOnehot.extra_repr()
    • IndexToOnehot.forward()
  • NameToIndex
    • NameToIndex.forward()
    • NameToIndex.training
  • NameToOnehot
    • NameToOnehot.extra_repr()
    • NameToOnehot.forward()
    • NameToOnehot.training
  • OnehotToIndex
    • OnehotToIndex.extra_repr()
    • OnehotToIndex.forward()
  • OnehotToName
    • OnehotToName.extra_repr()
    • OnehotToName.forward()
    • OnehotToName.training
  • ProbsToIndex
    • ProbsToIndex.extra_repr()
    • ProbsToIndex.forward()
  • ProbsToName
    • ProbsToName.extra_repr()
    • ProbsToName.forward()
    • ProbsToName.training
  • ProbsToOnehot
    • ProbsToOnehot.extra_repr()
    • ProbsToOnehot.forward()
• torchoutil.nn.modules.multilabel module
  • IndicesToMultihot
    • IndicesToMultihot.extra_repr()
    • IndicesToMultihot.forward()
  • IndicesToMultinames
    • IndicesToMultinames.extra_repr()
    • IndicesToMultinames.forward()
    • IndicesToMultinames.training
  • MultihotToIndices
    • MultihotToIndices.extra_repr()
    • MultihotToIndices.forward()
  • MultihotToMultinames
    • MultihotToMultinames.forward()
    • MultihotToMultinames.training
  • MultinamesToIndices
    • MultinamesToIndices.forward()
    • MultinamesToIndices.training
  • MultinamesToMultihot
    • MultinamesToMultihot.extra_repr()
    • MultinamesToMultihot.forward()
    • MultinamesToMultihot.training
  • ProbsToIndices
    • ProbsToIndices.forward()
  • ProbsToMultihot
    • ProbsToMultihot.extra_repr()
    • ProbsToMultihot.forward()
  • ProbsToMultinames
    • ProbsToMultinames.forward()
    • ProbsToMultinames.training
• torchoutil.nn.modules.numpy module
  • NumpyToTensor
    • NumpyToTensor.forward()
  • TensorToNumpy
    • TensorToNumpy.forward()
  • ToNumpy
    • ToNumpy.forward()
• torchoutil.nn.modules.pad module
  • PadAndStackRec
    • PadAndStackRec.extra_repr()
    • PadAndStackRec.forward()
  • PadDim
    • PadDim.extra_repr()
    • PadDim.forward()
  • PadDims
    • PadDims.extra_repr()
    • PadDims.forward()
• torchoutil.nn.modules.powerset module
  • MultilabelToPowerset
    • MultilabelToPowerset.forward()
    • MultilabelToPowerset.max_set_size
    • MultilabelToPowerset.num_classes
    • MultilabelToPowerset.num_powerset_classes
  • PowersetToMultilabel
    • PowersetToMultilabel.forward()
    • PowersetToMultilabel.max_set_size
    • PowersetToMultilabel.num_classes
    • PowersetToMultilabel.num_powerset_classes
    • PowersetToMultilabel.soft
• torchoutil.nn.modules.tensor module
  • Abs
    • Abs.forward()
  • Angle
    • Angle.forward()
  • Exp
    • Exp.forward()
  • Exp2
    • Exp2.forward()
  • FFT
    • FFT.forward()
  • IFFT
    • IFFT.forward()
  • Imag
    • Imag.forward()
  • Interpolate
    • Interpolate.forward()
  • Log
    • Log.forward()
  • Log10
    • Log10.forward()
  • Log2
    • Log2.forward()
  • Max
    • Max.extra_repr()
    • Max.forward()
  • Mean
    • Mean.extra_repr()
    • Mean.forward()
  • Min
    • Min.extra_repr()
    • Min.forward()
  • Normalize
    • Normalize.extra_repr()
    • Normalize.forward()
  • Permute
    • Permute.extra_repr()
    • Permute.forward()
  • Pow
    • Pow.extra_repr()
    • Pow.forward()
  • Real
    • Real.forward()
  • Repeat
    • Repeat.extra_repr()
    • Repeat.forward()
  • RepeatInterleave
    • RepeatInterleave.extra_repr()
    • RepeatInterleave.forward()
  • Reshape
    • Reshape.extra_repr()
    • Reshape.forward()
  • TensorTo
    • TensorTo.extra_repr()
    • TensorTo.forward()
  • ToList
    • ToList.forward()
  • Transpose
    • Transpose.extra_repr()
    • Transpose.forward()
  • View
    • View.forward()
• torchoutil.nn.modules.transform module
  • AsTensor
    • AsTensor.extra_repr()
    • AsTensor.forward()
  • Flatten
    • Flatten.extra_repr()
    • Flatten.forward()
  • Identity
    • Identity.forward()
  • MoveToRec
    • MoveToRec.forward()
  • PadAndCropDim
    • PadAndCropDim.extra_repr()
    • PadAndCropDim.forward()
  • RepeatInterleaveNd
    • RepeatInterleaveNd.extra_repr()
    • RepeatInterleaveNd.forward()
  • ResampleNearestFreqs
    • ResampleNearestFreqs.extra_repr()
    • ResampleNearestFreqs.forward()
  • ResampleNearestRates
    • ResampleNearestRates.extra_repr()
    • ResampleNearestRates.forward()
  • ResampleNearestSteps
    • ResampleNearestSteps.extra_repr()
    • ResampleNearestSteps.forward()
  • Shuffled
    • Shuffled.extra_repr()
    • Shuffled.forward()
  • Squeeze
    • Squeeze.extra_repr()
    • Squeeze.forward()
  • ToItem
    • ToItem.forward()
  • ToTensor
  • TopK
  • TopP
    • TopP.extra_repr()
    • TopP.forward()
  • Topk
    • Topk.extra_repr()
    • Topk.forward()
  • TransformDrop
    • TransformDrop.extra_repr()
    • TransformDrop.forward()
  • Unsqueeze
    • Unsqueeze.extra_repr()
    • Unsqueeze.forward()
  • ViewAsComplex
    • ViewAsComplex.forward()
  • ViewAsReal
    • ViewAsReal.forward()