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