incerto.active.BaseAcquisition

incerto.active.BaseAcquisition#

class incerto.active.BaseAcquisition[source]#

Bases: ABC

Base class for acquisition functions.

__init__()#

Methods

__init__()

score(model, x, **kwargs)

Compute acquisition scores for unlabeled samples.

abstract score(model, x, **kwargs)[source]#

Compute acquisition scores for unlabeled samples.

Parameters:
  • model (Module) – Trained model

  • x (Tensor) – Unlabeled samples (N, ...)

  • **kwargs – Additional arguments

Return type:

Tensor

Returns:

Acquisition scores (N,), higher = more informative