hookeai.material_model_finder.train.training.read_parameters_history_from_file

read_parameters_history_from_file(parameters_record_path)

Read model learnable parameters history from parameters record file.

Model parameters record file is stored in model_directory under the name parameters_history_record.pkl.

Parameters:

parameters_record_path (str) – Model parameters history record file path.

Returns:

• model_parameters_history (dict) – Model learnable parameters history. For each model parameter (key, str), store the corresponding training history (item, list).

• model_parameters_bounds (dict) – Model learnable parameters bounds. For each parameter (key, str), the corresponding bounds are stored as a tuple(lower_bound, upper_bound) (item, tuple).