z_normalization

z_normalization(X, axis=1)

Z-Normalize collection of time series.

Parameters:

Xnp.ndarray

The input collection of time series of shape (n_cases, n_channels, n_timepoints).

axisint, default = 1

The axis of time, on which z-normalization is performed.

Returns:

Normalized version of X.