def parse_arguments(parser):
    """Read user arguments"""
    parser.add_argument('--path_model',
                        type=str, default='Model/weights.01.hdf5',
                        help='Path to the model to evaluate')
    parser.add_argument('--path_data', type=str, default='data/data_test.pkl',
                        help='Path to evaluation data')
    parser.add_argument('--path_dictionary', type=str, default='data/dictionary.pkl',
                        help='Path to codes dictionary')
    parser.add_argument('--batch_size', type=int, default=32,
                        help='Batch size for initial probability predictions')
    # parser.add_argument('--id', type=int, default=0,
    #                     help='Id of the patient being interpreted')
    args = parser.parse_args()

    return args