Commit 6462795c authored by lukas leufen's avatar lukas leufen

use mixed sampling run script also for separation of scales

parent 0c31e0b8
Pipeline #51952 passed with stages
in 8 minutes and 9 seconds
......@@ -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()
......
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