def parse_experiment_params(name_exp):
    """Parse experiment parameters from the data directory name

    Args
    ----
    name_exp: str
        Name of data directory with experiment parameters

    Returns
    -------
    tag_params: dict of str
        Dictionary of parsed experiment parameters
    """
    if '/' in name_exp or '\\' in name_exp:
        raise ValueError(
            "The path {} appears to be a path. Please pass only the data directory's name (i.e. the experiment name)"
            .format(name_exp))
    tag_params = dict()
    tag_params['experiment'] = name_exp
    tag_params['tag_model'] = name_exp.split('_')[1].replace('-', '')
    tag_params['tag_id'] = name_exp.split('_')[2]
    tag_params['animal'] = name_exp.split('_')[3]
    tag_params['notes'] = name_exp.split('_')[4]
    return tag_params
