diff --git a/run_mixed_sampling.py b/run_mixed_sampling.py index 56eef7f29872f9ab0ab995935a9008bfdfc6f930..ca6786904bdb8985daff62ba8be830bd7b279328 100644 --- a/run_mixed_sampling.py +++ b/run_mixed_sampling.py @@ -4,7 +4,8 @@ __date__ = '2019-11-14' import argparse from mlair.workflows import DefaultWorkflow -from mlair.data_handler.data_handler_mixed_sampling import DataHandlerMixedSampling, DataHandlerMixedSamplingWithFilter +from mlair.data_handler.data_handler_mixed_sampling import DataHandlerMixedSampling, DataHandlerMixedSamplingWithFilter, \ + DataHandlerMixedSamplingSeparationOfScales def main(parser_args): @@ -12,15 +13,16 @@ def main(parser_args): sampling_inputs="hourly", window_history_size=72, **parser_args.__dict__, - data_handler=DataHandlerMixedSampling, # WithFilter, - kz_filter_length=[365 * 24, 20 * 24], - kz_filter_iter=[3, 5], + data_handler=DataHandlerMixedSamplingSeparationOfScales, + kz_filter_length=[100 * 24, 15 * 24], + kz_filter_iter=[4, 5], start="2006-01-01", train_start="2006-01-01", end="2011-12-31", test_end="2011-12-31", stations=["DEBW107", "DEBW013"], epochs=100, + plot_list=["PlotAvailability"] ) workflow = DefaultWorkflow(**args) workflow.run()