TransformableDataBlock.normalize

TransformableDataBlock.normalize(data_mat: ndarray) → ndarray

Returns the normalized data matrix.

Notes

The normalization takes place on the transformed data objects, if transformations are defined, otherwise on the original data objects.

Parameters:

data_mat (np.ndarray) – The data matrx to normalize, no uid included.

Returns:

np.ndarray – The normalized data matrix.