Note

This page is a reference documentation. It only explains the class signature, and not how to use it. Please refer to the user guide for the big picture.

3.3.3. fmralign.alignment_methods.ScaledOrthogonalAlignment

class fmralign.alignment_methods.ScaledOrthogonalAlignment(scaling=True)

Compute a orthogonal mixing matrix R and a scaling sc. These are calculated such that Frobenius norm ||sc RX - Y||^2 is minimized.

Parameters:

scalingboolean, optional

Determines whether a scaling parameter is applied to improve transform.

Attributes:

Rndarray (n_features, n_features)

Optimal orthogonal transform

__init__(scaling=True)