qxmt.datasets.transform.normalization module

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qxmt.datasets.transform.normalization module#

qxmt.datasets.transform.normalization.normalization(X_train, y_train, X_val, y_val, X_test, y_test)#

Normalization of dataset by StandardScaler

Parameters:

  • X_train (np.ndarray) – numpy array of training data

  • y_train (np.ndarray) – numpy array of training label

  • X_val (Optional[np.ndarray]) – numpy array of validation data. None if validation set is not used

  • y_val (Optional[np.ndarray]) – numpy array of validation data. None if validation set is not used

  • X_test (np.ndarray) – numpy array of testing data

  • y_test (np.ndarray) – numpy array of testing label

Returns:

tuple of normalized dataset

Return type:

PROCESSCED_DATASET_TYPE

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