secmlt.models.data_processing package

Submodules

Interface for the data processing functionalities.

class secmlt.models.data_processing.data_processing.DataProcessing[source]

Bases: ABC

Abstract data processing class.

__call__(x: torch.Tensor, *args, **kwargs) → torch.Tensor[source]

Apply the forward transformation.

abstract invert(x: torch.Tensor, *args, **kwargs) → torch.Tensor[source]

Apply the inverted transform (if defined).

Identity data processing, returns the samples as they are.

class secmlt.models.data_processing.identity_data_processing.IdentityDataProcessing[source]

Identity transformation.

_process(x: torch.Tensor) → torch.Tensor[source]

Identity transformation. Returns the samples unchanged.

invert(x: torch.Tensor) → torch.Tensor[source]

Return the sample as it is.

Functionalities for data transformations.