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JupyterLab-2023.3.6-GCCcore-11.3.0.eb

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  • run_hourly.py 1.05 KiB
    __author__ = "Lukas Leufen"
    __date__ = '2019-11-14'
    
    import argparse
    
    from src.run_modules.experiment_setup import ExperimentSetup
    from src.run_modules.model_setup import ModelSetup
    from src.run_modules.post_processing import PostProcessing
    from src.run_modules.pre_processing import PreProcessing
    from src.run_modules.run_environment import RunEnvironment
    from src.run_modules.training import Training
    
    
    def main(parser_args):
        with RunEnvironment():
            ExperimentSetup(parser_args, stations=['DEBW107', 'DEBY081', 'DEBW013', 'DEBW076', 'DEBW087', 'DEBW001'],
                            station_type='background', trainable=True, sampling="hourly", window_history_size=48)
            PreProcessing()
    
            ModelSetup()
    
            Training()
    
            PostProcessing()
    
    
    if __name__ == "__main__":
        parser = argparse.ArgumentParser()
        parser.add_argument('--experiment_date', metavar='--exp_date', type=str, default=None,
                            help="set experiment date as string")
        args = parser.parse_args(["--experiment_date", "testrun"])
    
        main(args)