hookeai.model_architectures.procedures.convergence_plots.read_best_parameters_from_file

read_best_parameters_from_file(parameters_file_path)

Read best performance state model parameters from file.

Best performance state model parameters file is stored in model_directory under the name parameters_best.pkl.

Parameters:

parameters_file_path (str) – Model parameters file path.

Returns:

• best_model_parameters (dict) – Model best performance state learnable parameters. For each model parameter (key, str), store the corresponding value (item, float).

• 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).