secmlt.models.data_processing package
secmlt.models.data_processing.data_processing module
Interface for the data processing functionalities.
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class secmlt.models.data_processing.data_processing.DataProcessing[source]
Bases: ABC
Abstract data processing class.
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abstract invert(x: Tensor, *args, **kwargs) → Tensor[source]
Apply the inverted transform (if defined).
- Parameters:
x (torch.Tensor) – Input samples.
- Returns:
The samples in the input space before the transformation.
- Return type:
torch.Tensor
secmlt.models.data_processing.identity_data_processing module
Identity data processing, returns the samples as they are.
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class secmlt.models.data_processing.identity_data_processing.IdentityDataProcessing[source]
Bases: DataProcessing
Identity transformation.
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invert(x: Tensor) → Tensor[source]
Return the sample as it is.
- Parameters:
x (torch.Tensor) – Input samples.
- Returns:
Unchanged samples for identity inverse transformation.
- Return type:
torch.Tensor
Module contents
Functionalities for data transformations.
