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TopologicalSignatureDistance

latent.losses.TopologicalSignatureDistance

Computes distance between topological signatures (Moor 2019).

__init__(self, match_edges=None, eps=1e-08, return_additional_metrics=False, **kwargs) special

Parameters:

Name Type Description Default
match_edges Literal['symmetric', 'random']

One of the following:

  • 'symmetric' Match edged between signatures symmetrically
  • 'random' Match edged between signatures randomly
  • None Don't match edges
None
eps float

Positive float. Clipping value for numerical stability.

1e-08
return_additional_metrics bool

Boolean, whether to return additional metrics.

False
**kwargs

Other arguments passed to keras.losses.Loss.

{}