just add a kz run script to separate standard hourly run and hourly + kz run

run_hourly_kz.py

+__author__ = "Lukas Leufen"
+__date__ = '2019-11-14'
+
+import argparse
+
+from mlair.workflows import DefaultWorkflow
+from mlair.data_handler.data_handler_kz_filter import DataHandlerKzFilter
+
+
+def main(parser_args):
+    args = dict(sampling="hourly",
+                window_history_size=24, **parser_args.__dict__,
+                data_handler=DataHandlerKzFilter,
+                kz_filter_length=[365 * 24, 20 * 24],  # 13,5# , 4 * 24, 12, 6],
+                kz_filter_iter=[3, 5],  # 3,4# , 3, 4, 4],
+                start="2006-01-01",
+                train_start="2006-01-01",
+                end="2011-12-31",
+                test_end="2011-12-31",
+                stations=["DEBW107", "DEBW013"]
+                )
+    workflow = DefaultWorkflow(**args)
+    workflow.run()
+
+
+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)