-
felix kleinert authored
default data handler and preprocessing support parameter use_multiprocessing. Parameter is set to False on DEBUG always. /close #297 on pipeline success
felix kleinert authoreddefault data handler and preprocessing support parameter use_multiprocessing. Parameter is set to False on DEBUG always. /close #297 on pipeline success
defaults.rst 1.74 KiB
Defaults
In this section, we explain which parameters are set by MLAir during the :py:`ExperimentSetup` if not specified by the user. This is important information for example if a new :ref:`Custom Data Handler` is implemented.
| parameter | default | comment |
|---|---|---|
| batch_path | ||
| batch_size | ||
| bootstrap_path | ||
| competitor_path | ||
| competitors | ||
| create_new_bootstraps | ||
| create_new_model | ||
| data_handler | ||
| data_origin | ||
| data_path | ||
| debug |
|
MLAir checks if it is running in debug mode and stores this |
| dimensions | ||
| end | ||
| epochs | ||
| evaluate_bootstraps | ||
| experiment_name | ||
| experiment_path | ||
| extreme_values | ||
| extremes_on_right_tail_only | ||
| forecast_path | ||
| fraction_of_training | ||
| hostname | ||
| hpc_hosts | ||
| interpolation_limit | ||
| interpolation_method | ||
| logging_path | ||
| login_nodes | ||
| model_class | ||
| model_path | ||
| neighbors | ||
| number_of_bootstraps | ||
| overwrite_local_data | ||
| permute_data | ||
| plot_list | ||
| plot_path | ||
| start | ||
| stations | ||
| statistics_per_var | ||
| target_dim | ||
| target_var | ||
| test_start | ||
| test_end | ||
| test_min_length | ||
| time_dim | ||
| train_model | ||
| train_end | ||
| train_min_length | ||
| train_start | ||
| transformation | :py:`{}` | implement all further transformation functionality inside your custom data handler |
| use_all_stations_on_all_data_sets | ||
| use_multiprocessing | :py:`True` | is set to False if MLAir is running in debug mode |
| upsampling | ||
| val_end | ||
| val_min_length | ||
| val_start | ||
| variables | ||
| window_history_size | ||
| window_lead_time |