alibi_detect.od.base module

class alibi_detect.od.base.FittedTransformProtocol(*args, **kwargs)

Bases: TransformProtocol, Protocol

Protocol for fitted transformer objects.

This protocol models the joint interface of the BaseTransformTorch class and the FitMixinTorch class. These objects are transforms that require to be fit.

check_fitted()

fit(x_ref)

set_fitted()

class alibi_detect.od.base.TransformProtocol(*args, **kwargs)

Bases: Protocol

Protocol for transformer objects.

The BaseTransformTorch object provides abstract methods for objects that map between torch tensors. This protocol models the interface of the BaseTransformTorch class.

transform(x)

alibi_detect.od.base.get_aggregator(aggregator)

Return type:

TransformProtocol

alibi_detect.od.base.get_normalizer(normalizer)

Return type:

TransformProtocol