data_input_processing.py 文件源码

def preprocessing_inputs(strategy_dictionary, fitting_inputs_scaled):
    if strategy_dictionary['preprocessing'] == 'PCA':
        fitting_inputs_scaled = pca_transform(fitting_inputs_scaled)

    if strategy_dictionary['preprocessing'] == 'FastICA':
        fitting_inputs_scaled, strategy_dictionary = fast_ica_transform(strategy_dictionary, fitting_inputs_scaled)

    return fitting_inputs_scaled, strategy_dictionary