z_normalise_series_2d_with_mean_std

z_normalise_series_2d_with_mean_std(X: ndarray, series_mean: ndarray, series_std: ndarray) → ndarray

Numba series normalization function for a 2d numpy array with means and stds.

Parameters:

Xarray, shape = (n_channels, n_timepoints)

Input array to normalise.

meanarray, shape = (n_channels)

Mean of each channel of X.

stdarray, shape = (n_channels)

Std of each channel of X.

Returns:

arrarray, shape = (n_channels, n_timepoints)

The normalised array