spectralbrain.wesd_matrix#

spectralbrain.wesd_matrix(dna_collection, *, p=2.0, normalize=True)[source]#

Pairwise WESD matrix for a collection of ShapeDNA vectors.

Parameters:

  • dna_collection (ndarray, shape (S, d)) – S shapes, each with d-dimensional ShapeDNA.

  • p (float)

  • normalize (bool)

Returns:

ndarray, shape (S, S) – Symmetric WESD distance matrix.

Return type:

ndarray[tuple[Any, …], dtype[floating]]