peal.adaptors.clarc.calculate_cav¶

peal.adaptors.clarc.calculate_cav(activations, annotations, projection_type)[source]¶

Dispatch to calculate_pcav() or calculate_svm_cav().

Parameters:

activations (torch.Tensor) – Shape (N, D).
annotations (torch.Tensor) – Shape (N,) with 0 / 1 artifact labels.
projection_type (str) – "pcav" or "svm".

Returns:

Unit-norm CAV of shape (1, D) (pcav) or (D,) (svm).

Return type:

Raises:

NotImplementedError – For other projection types.