foolbox.distances

Detailed description

class foolbox.distances.Distance
class foolbox.distances.LpDistance(p)
Parameters

p (float) –

clip_perturbation(references, perturbed, epsilon)

Clips the perturbations to epsilon and returns the new perturbed

Parameters
  • references (T) – A batch of reference inputs.

  • perturbed (T) – A batch of perturbed inputs.

  • epsilon (float) –

Returns

A tenosr like perturbed but with the perturbation clipped to epsilon.

Return type

T