data_input_processing.py 文件源码

def fast_ica_transform(strategy_dictionary, fitting_inputs_scaled):

    try:
        ica = FastICA()
        ica.fit(fitting_inputs_scaled)

        fitting_inputs_scaled = ica.transform(fitting_inputs_scaled)

    except:
        strategy_dictionary['preprocessing'] = 'None'

    return fitting_inputs_scaled, strategy_dictionary