pyriemann.geometry.distance.pairwise_distance¶

pyriemann.geometry.distance.pairwise_distance(X, Y=None, metric='riemann', squared=False)[source]¶

Pairwise distance matrix.

Compute the matrix of distances between pairs of elements of X and Y.

Parameters:

Xndarray, shape (n_matrices_X, n, n): First set of matrices.
YNone | ndarray, shape (n_matrices_Y, n, n), default=None: Second set of matrices. If None, Y is set to X.
metricstring, default=”riemann”: Metric for pairwise distance. For the list of supported metrics, see pyriemann.geometry.distance.distance().
squaredbool, default=False: Return squared distances.

Added in version 0.5.

Returns:

distndarray, shape (n_matrices_X, n_matrices_X) or (n_matrices_X, n_matrices_Y): Distances between pairs of elements of X if Y is None, or between elements of X and Y.