torchwrench¶
- torchwrench package
- Subpackages
- torchwrench.core package
- torchwrench.extras package
- torchwrench.hub package
- torchwrench.nn package
- torchwrench.nn.Abs
- torchwrench.nn.AdaptiveAvgPool1d
- torchwrench.nn.AdaptiveAvgPool2d
- torchwrench.nn.AdaptiveAvgPool3d
- torchwrench.nn.AdaptiveLogSoftmaxWithLoss
- torchwrench.nn.AdaptiveMaxPool1d
- torchwrench.nn.AdaptiveMaxPool2d
- torchwrench.nn.AdaptiveMaxPool3d
- torchwrench.nn.AlphaDropout
- torchwrench.nn.Angle
- torchwrench.nn.AsTensor
- torchwrench.nn.AvgPool1d
- torchwrench.nn.AvgPool2d
- torchwrench.nn.AvgPool3d
- torchwrench.nn.BCELoss
- torchwrench.nn.BCEWithLogitsLoss
- torchwrench.nn.BatchNorm1d
- torchwrench.nn.BatchNorm2d
- torchwrench.nn.BatchNorm3d
- torchwrench.nn.Bilinear
- torchwrench.nn.CELU
- torchwrench.nn.CTCLoss
- torchwrench.nn.ChannelShuffle
- torchwrench.nn.ConstantPad1d
- torchwrench.nn.ConstantPad2d
- torchwrench.nn.ConstantPad3d
- torchwrench.nn.Conv1d
- torchwrench.nn.Conv2d
- torchwrench.nn.Conv3d
- torchwrench.nn.ConvTranspose1d
- torchwrench.nn.ConvTranspose2d
- torchwrench.nn.ConvTranspose3d
- torchwrench.nn.CosineEmbeddingLoss
- torchwrench.nn.CosineSimilarity
- torchwrench.nn.CropDim
- torchwrench.nn.CropDims
- torchwrench.nn.CrossEntropyLoss
- torchwrench.nn.CrossMapLRN2d
- torchwrench.nn.Dropout
- torchwrench.nn.Dropout2d
- torchwrench.nn.Dropout3d
- torchwrench.nn.ELU
- torchwrench.nn.EModule
- torchwrench.nn.EModuleDict
- torchwrench.nn.EModuleList
- torchwrench.nn.EModulePartial
- torchwrench.nn.ESequential
- torchwrench.nn.Embedding
- torchwrench.nn.EmbeddingBag
- torchwrench.nn.Exp
- torchwrench.nn.Exp2
- torchwrench.nn.FFT
- torchwrench.nn.FeatureAlphaDropout
- torchwrench.nn.Flatten
- torchwrench.nn.Fold
- torchwrench.nn.FractionalMaxPool2d
- torchwrench.nn.FractionalMaxPool3d
- torchwrench.nn.GELU
- torchwrench.nn.GLU
- torchwrench.nn.GRU
- torchwrench.nn.GRUCell
- torchwrench.nn.GaussianNLLLoss
- torchwrench.nn.GroupNorm
- torchwrench.nn.Hardshrink
- torchwrench.nn.Hardsigmoid
- torchwrench.nn.Hardswish
- torchwrench.nn.Hardtanh
- torchwrench.nn.HingeEmbeddingLoss
- torchwrench.nn.HuberLoss
- torchwrench.nn.IFFT
- torchwrench.nn.Identity
- torchwrench.nn.Imag
- torchwrench.nn.IndexToName
- torchwrench.nn.IndexToOnehot
- torchwrench.nn.IndicesToMultihot
- torchwrench.nn.IndicesToMultinames
- torchwrench.nn.InstanceNorm1d
- torchwrench.nn.InstanceNorm2d
- torchwrench.nn.InstanceNorm3d
- torchwrench.nn.KLDivLoss
- torchwrench.nn.L1Loss
- torchwrench.nn.LPPool1d
- torchwrench.nn.LPPool2d
- torchwrench.nn.LSTM
- torchwrench.nn.LSTMCell
- torchwrench.nn.LayerNorm
- torchwrench.nn.LazyBatchNorm1d
- torchwrench.nn.LazyBatchNorm2d
- torchwrench.nn.LazyBatchNorm3d
- torchwrench.nn.LazyConv1d
- torchwrench.nn.LazyConv2d
- torchwrench.nn.LazyConv3d
- torchwrench.nn.LazyConvTranspose1d
- torchwrench.nn.LazyConvTranspose2d
- torchwrench.nn.LazyConvTranspose3d
- torchwrench.nn.LazyInstanceNorm1d
- torchwrench.nn.LazyInstanceNorm2d
- torchwrench.nn.LazyInstanceNorm3d
- torchwrench.nn.LazyLinear
- torchwrench.nn.LeakyReLU
- torchwrench.nn.Linear
- torchwrench.nn.LocalResponseNorm
- torchwrench.nn.Log
- torchwrench.nn.Log10
- torchwrench.nn.Log2
- torchwrench.nn.LogSigmoid
- torchwrench.nn.LogSoftmax
- torchwrench.nn.LogSoftmaxMultidim
- torchwrench.nn.MSELoss
- torchwrench.nn.MarginRankingLoss
- torchwrench.nn.MaskedMean
- torchwrench.nn.MaskedSum
- torchwrench.nn.Max
- torchwrench.nn.MaxPool1d
- torchwrench.nn.MaxPool2d
- torchwrench.nn.MaxPool3d
- torchwrench.nn.MaxUnpool1d
- torchwrench.nn.MaxUnpool2d
- torchwrench.nn.MaxUnpool3d
- torchwrench.nn.Mean
- torchwrench.nn.Min
- torchwrench.nn.Mish
- torchwrench.nn.Module
- torchwrench.nn.ModuleDict
- torchwrench.nn.ModuleList
- torchwrench.nn.ModulePartial
- torchwrench.nn.MoveToRec
- torchwrench.nn.MultiIndicesToMultihot
- torchwrench.nn.MultiIndicesToMultinames
- torchwrench.nn.MultiLabelMarginLoss
- torchwrench.nn.MultiLabelSoftMarginLoss
- torchwrench.nn.MultiMarginLoss
- torchwrench.nn.MultiheadAttention
- torchwrench.nn.MultihotToIndices
- torchwrench.nn.MultihotToMultiIndices
- torchwrench.nn.MultihotToMultinames
- torchwrench.nn.MultilabelToPowerset
- torchwrench.nn.MultinamesToIndices
- torchwrench.nn.MultinamesToMultiIndices
- torchwrench.nn.MultinamesToMultihot
- torchwrench.nn.NDArrayToTensor
- torchwrench.nn.NLLLoss
- torchwrench.nn.NameToIndex
- torchwrench.nn.NameToOnehot
- torchwrench.nn.Normalize
- torchwrench.nn.OnehotToIndex
- torchwrench.nn.OnehotToName
- torchwrench.nn.PReLU
- torchwrench.nn.PadAndCropDim
- torchwrench.nn.PadAndStackRec
- torchwrench.nn.PadDim
- torchwrench.nn.PadDims
- torchwrench.nn.PairwiseDistance
- torchwrench.nn.ParameterDict
- torchwrench.nn.ParameterList
- torchwrench.nn.Permute
- torchwrench.nn.PixelShuffle
- torchwrench.nn.PixelUnshuffle
- torchwrench.nn.PoissonNLLLoss
- torchwrench.nn.PositionalEncoding
- torchwrench.nn.Pow
- torchwrench.nn.PowersetToMultilabel
- torchwrench.nn.ProbsToIndex
- torchwrench.nn.ProbsToIndices
- torchwrench.nn.ProbsToMultiIndices
- torchwrench.nn.ProbsToMultihot
- torchwrench.nn.ProbsToMultinames
- torchwrench.nn.ProbsToName
- torchwrench.nn.ProbsToOnehot
- torchwrench.nn.RNN
- torchwrench.nn.RNNBase
- torchwrench.nn.RNNCell
- torchwrench.nn.RNNCellBase
- torchwrench.nn.RReLU
- torchwrench.nn.ReLU
- torchwrench.nn.ReLU6
- torchwrench.nn.Real
- torchwrench.nn.ReflectionPad1d
- torchwrench.nn.ReflectionPad2d
- torchwrench.nn.ReflectionPad3d
- torchwrench.nn.Repeat
- torchwrench.nn.RepeatInterleave
- torchwrench.nn.RepeatInterleaveNd
- torchwrench.nn.ReplicationPad1d
- torchwrench.nn.ReplicationPad2d
- torchwrench.nn.ReplicationPad3d
- torchwrench.nn.ResampleNearestFreqs
- torchwrench.nn.ResampleNearestRates
- torchwrench.nn.ResampleNearestSteps
- torchwrench.nn.Reshape
- torchwrench.nn.SELU
- torchwrench.nn.Sequential
- torchwrench.nn.Shuffled
- torchwrench.nn.SiLU
- torchwrench.nn.Sigmoid
- torchwrench.nn.SmoothL1Loss
- torchwrench.nn.SoftMarginLoss
- torchwrench.nn.Softmax
- torchwrench.nn.Softmax2d
- torchwrench.nn.SoftmaxMultidim
- torchwrench.nn.Softmin
- torchwrench.nn.Softplus
- torchwrench.nn.Softshrink
- torchwrench.nn.Softsign
- torchwrench.nn.Sort
- torchwrench.nn.Squeeze
- torchwrench.nn.SyncBatchNorm
- torchwrench.nn.TFlatten
- torchwrench.nn.Tanh
- torchwrench.nn.Tanhshrink
- torchwrench.nn.TensorTo
- torchwrench.nn.TensorToNDArray
- torchwrench.nn.Threshold
- torchwrench.nn.ToItem
- torchwrench.nn.ToList
- torchwrench.nn.ToNDArray
- torchwrench.nn.ToTensor
- torchwrench.nn.TopP
- torchwrench.nn.Topk
- torchwrench.nn.TransformDrop
- torchwrench.nn.Transformer
- torchwrench.nn.TransformerDecoder
- torchwrench.nn.TransformerDecoderLayer
- torchwrench.nn.TransformerEncoder
- torchwrench.nn.TransformerEncoderLayer
- torchwrench.nn.Transpose
- torchwrench.nn.TripletMarginLoss
- torchwrench.nn.TripletMarginWithDistanceLoss
- torchwrench.nn.Unflatten
- torchwrench.nn.Unfold
- torchwrench.nn.Unsqueeze
- torchwrench.nn.Upsample
- torchwrench.nn.UpsamplingBilinear2d
- torchwrench.nn.UpsamplingNearest2d
- torchwrench.nn.View
- torchwrench.nn.ViewAsComplex
- torchwrench.nn.ViewAsReal
- torchwrench.nn.ZeroPad2d
- Subpackages
- torchwrench.optim package
- torchwrench.serialization package
- torchwrench.serialization.as_builtin
- torchwrench.serialization.dump_csv
- torchwrench.serialization.dump_json
- torchwrench.serialization.dump_pickle
- torchwrench.serialization.dump_to
- torchwrench.serialization.dump_torch
- torchwrench.serialization.load_csv
- torchwrench.serialization.load_from
- torchwrench.serialization.load_pickle
- torchwrench.serialization.load_torch
- torchwrench.serialization.read_from
- torchwrench.serialization.save_to
- Submodules
- torchwrench.types package
- torchwrench.types.BoolTensor
- torchwrench.types.BoolTensor0D
- torchwrench.types.BoolTensor1D
- torchwrench.types.BoolTensor2D
- torchwrench.types.BoolTensor3D
- torchwrench.types.ByteTensor
- torchwrench.types.ByteTensor0D
- torchwrench.types.ByteTensor1D
- torchwrench.types.ByteTensor2D
- torchwrench.types.ByteTensor3D
- torchwrench.types.CDoubleTensor
- torchwrench.types.CDoubleTensor0D
- torchwrench.types.CDoubleTensor1D
- torchwrench.types.CDoubleTensor2D
- torchwrench.types.CDoubleTensor3D
- torchwrench.types.CFloatTensor
- torchwrench.types.CFloatTensor0D
- torchwrench.types.CFloatTensor1D
- torchwrench.types.CFloatTensor2D
- torchwrench.types.CFloatTensor3D
- torchwrench.types.CharTensor
- torchwrench.types.CharTensor0D
- torchwrench.types.CharTensor1D
- torchwrench.types.CharTensor2D
- torchwrench.types.CharTensor3D
- torchwrench.types.ComplexFloatingTensor
- torchwrench.types.ComplexFloatingTensor0D
- torchwrench.types.ComplexFloatingTensor1D
- torchwrench.types.ComplexFloatingTensor2D
- torchwrench.types.ComplexFloatingTensor3D
- torchwrench.types.DoubleTensor
- torchwrench.types.DoubleTensor0D
- torchwrench.types.DoubleTensor1D
- torchwrench.types.DoubleTensor2D
- torchwrench.types.DoubleTensor3D
- torchwrench.types.FloatTensor
- torchwrench.types.FloatTensor0D
- torchwrench.types.FloatTensor1D
- torchwrench.types.FloatTensor2D
- torchwrench.types.FloatTensor3D
- torchwrench.types.FloatingTensor
- torchwrench.types.FloatingTensor0D
- torchwrench.types.FloatingTensor1D
- torchwrench.types.FloatingTensor2D
- torchwrench.types.FloatingTensor3D
- torchwrench.types.HalfTensor
- torchwrench.types.HalfTensor0D
- torchwrench.types.HalfTensor1D
- torchwrench.types.HalfTensor2D
- torchwrench.types.HalfTensor3D
- torchwrench.types.IntTensor
- torchwrench.types.IntTensor0D
- torchwrench.types.IntTensor1D
- torchwrench.types.IntTensor2D
- torchwrench.types.IntTensor3D
- torchwrench.types.IntegralTensor
- torchwrench.types.IntegralTensor0D
- torchwrench.types.IntegralTensor1D
- torchwrench.types.IntegralTensor2D
- torchwrench.types.IntegralTensor3D
- torchwrench.types.LongTensor
- torchwrench.types.LongTensor0D
- torchwrench.types.LongTensor1D
- torchwrench.types.LongTensor2D
- torchwrench.types.LongTensor3D
- torchwrench.types.RealTensor
- torchwrench.types.RealTensor0D
- torchwrench.types.RealTensor1D
- torchwrench.types.RealTensor2D
- torchwrench.types.RealTensor3D
- torchwrench.types.ShortTensor
- torchwrench.types.ShortTensor0D
- torchwrench.types.ShortTensor1D
- torchwrench.types.ShortTensor2D
- torchwrench.types.ShortTensor3D
- torchwrench.types.SignedIntegerTensor
- torchwrench.types.SignedIntegerTensor0D
- torchwrench.types.SignedIntegerTensor1D
- torchwrench.types.SignedIntegerTensor2D
- torchwrench.types.SignedIntegerTensor3D
- torchwrench.types.Tensor0D
- torchwrench.types.Tensor1D
- torchwrench.types.Tensor2D
- torchwrench.types.Tensor3D
- torchwrench.types.UnsignedIntegerTensor
- torchwrench.types.UnsignedIntegerTensor0D
- torchwrench.types.UnsignedIntegerTensor1D
- torchwrench.types.UnsignedIntegerTensor2D
- torchwrench.types.UnsignedIntegerTensor3D
- torchwrench.types.is_builtin_number
- torchwrench.types.is_builtin_scalar
- torchwrench.types.is_integral_dtype
- torchwrench.types.is_number_like
- torchwrench.types.is_numpy_number_like
- torchwrench.types.is_numpy_scalar_like
- torchwrench.types.is_scalar_like
- torchwrench.types.is_tensor_or_array
- Submodules
- torchwrench.utils package
- Submodules
- Subpackages