OPPRegression¶
-
class
menpofit.math.
OPPRegression
(bias=True, whiten=False)[source]¶ Bases:
object
Class for training and applying Multivariate Linear Regression using Orthogonal Procrustes Problem reconstructions.
Parameters: - bias (bool, optional) – If
True
, a bias term is used. - whiten (bool, optional) – Whether to use a whitened PCA model.
-
increment
(X, Y)[source]¶ Incrementally update the regression model.
Parameters: - X (
(n_features, n_samples)
ndarray) – The array of feature vectors. - Y (
(n_dims, n_samples)
ndarray) – The array of target vectors.
Raises: ValueError
– Model is not incrementable- X (
- bias (bool, optional) – If