mlair.run_script

Module Contents

Functions

run(stations=None, train_model=None, create_new_model=None, window_history_size=None, experiment_date=’testrun’, variables=None, statistics_per_var=None, start=None, end=None, target_var=None, target_dim=None, window_lead_time=None, dimensions=None, interpolation_method=None, interpolation_dim=None, interpolation_limit=None, train_start=None, train_end=None, val_start=None, val_end=None, test_start=None, test_end=None, use_all_stations_on_all_data_sets=None, fraction_of_train=None, experiment_path=None, plot_path=None, forecast_path=None, bootstrap_path=None, overwrite_local_data=None, sampling=None, permute_data_on_training=None, extreme_values=None, extremes_on_right_tail_only=None, transformation=None, train_min_length=None, val_min_length=None, test_min_length=None, evaluate_bootstraps=None, number_of_bootstraps=None, create_new_bootstraps=None, plot_list=None, model=None, batch_size=None, epochs=None, data_handler=None, **kwargs)

Attributes

__author__

__date__

mlair.run_script.__author__ = Lukas Leufen
mlair.run_script.__date__ = 2020-06-29
mlair.run_script.run(stations=None, train_model=None, create_new_model=None, window_history_size=None, experiment_date='testrun', variables=None, statistics_per_var=None, start=None, end=None, target_var=None, target_dim=None, window_lead_time=None, dimensions=None, interpolation_method=None, interpolation_dim=None, interpolation_limit=None, train_start=None, train_end=None, val_start=None, val_end=None, test_start=None, test_end=None, use_all_stations_on_all_data_sets=None, fraction_of_train=None, experiment_path=None, plot_path=None, forecast_path=None, bootstrap_path=None, overwrite_local_data=None, sampling=None, permute_data_on_training=None, extreme_values=None, extremes_on_right_tail_only=None, transformation=None, train_min_length=None, val_min_length=None, test_min_length=None, evaluate_bootstraps=None, number_of_bootstraps=None, create_new_bootstraps=None, plot_list=None, model=None, batch_size=None, epochs=None, data_handler=None, **kwargs)