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Commit 406dc3d1 authored by Felix Kleinert's avatar Felix Kleinert
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include transformation in runscript

parent f7fbf6d8
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2 merge requests!474Draft: Resolve "DataHandler with multiple stats per variable",!466Draft: Resolve "Include CRPS analysis and other ens verif methods or plots"
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run_bnn.py
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...@@ -33,6 +33,16 @@ def main(parser_args): ...@@ -33,6 +33,16 @@ def main(parser_args):
stats_per_var = {'o3': 'dma8eu', 'relhum': 'average_values', 'temp': 'maximum', 'u': 'average_values', stats_per_var = {'o3': 'dma8eu', 'relhum': 'average_values', 'temp': 'maximum', 'u': 'average_values',
'v': 'average_values', 'no': 'dma8eu', 'no2': 'dma8eu', 'cloudcover': 'average_values', 'v': 'average_values', 'no': 'dma8eu', 'no2': 'dma8eu', 'cloudcover': 'average_values',
'pblheight': 'maximum'} 'pblheight': 'maximum'}
transformation = {'o3': {'method': 'standardise'},
'relhum': {'method': 'min_max'},
'temp': {'method': 'standardise'},
'u': {'method': 'standardise'},
'v': {'method': 'standardise'},
'no': {'method': 'standardise'},
'no2': {'method': 'standardise'},
'cloudcover': {'method': 'min_max'},
'pblheight': {'method': 'standardise'}
}
workflow = DefaultWorkflow( # stations=load_stations(), workflow = DefaultWorkflow( # stations=load_stations(),
#stations=["DEBW087","DEBW013", "DEBW107", "DEBW076"], #stations=["DEBW087","DEBW013", "DEBW107", "DEBW076"],
stations=load_stations(2), stations=load_stations(2),
...@@ -41,6 +51,7 @@ def main(parser_args): ...@@ -41,6 +51,7 @@ def main(parser_args):
window_history_size=6, window_history_size=6,
epochs=100, epochs=100,
batch_size=1024, batch_size=1024,
transformation=transformation,
train_model=False, create_new_model=True, network="UBA", train_model=False, create_new_model=True, network="UBA",
evaluate_feature_importance=False, # plot_list=["PlotCompetitiveSkillScore"], evaluate_feature_importance=False, # plot_list=["PlotCompetitiveSkillScore"],
# competitors=["test_model", "test_model2"], # competitors=["test_model", "test_model2"],
......
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