ksuit.data.pipeline.sample_processor

Attributes

T

Classes

SampleProcessor

Module Contents

ksuit.data.pipeline.sample_processor.T

class ksuit.data.pipeline.sample_processor.SampleProcessor

abstractmethod inverse(key, value)

Inverts the transformation from the __call__ method of a single item in the batch. Only should be implemented if the SampleProcessor is invertable or if the identity function is valid.

Parameters:

• key (str) – The name of the item.

• value (torch.Tensor) – The value of the item.

Returns:

The (potentially) back-mapped name and the (potentially) denormalized value.

Return type:

(key, value)

static save_copy(obj)

Make a deep copy of an object to avoid modifying the original object.

Parameters:

obj (T) – Any object that should be copied.

Returns:

A deep copy of the input object.

Return type:

T