def get_param_dict(job, model_keys):
    """
    Get model parameters + hyperparams as dictionary.
    """

    params = dict((" ".join(k.replace(".__builder__", "").split(".")),
                   job.get("hyper_parameters." + k, None))
                  for k in model_keys)

    return params