code: def _prep_kernel_hyperparams_for_nn_kernels(
      kernel_type, dom, kernel_params_for_dom
  ):
      """Prepares the kernel hyper-parameters."""
      ret = vars(kernel_params_for_dom)
      ret["nn_type"] = dom.nn_type
      ret["kernel_type"] = kernel_type
      return ret
  
imports: from __future__ import print_function
  from argparse import Namespace
  import numpy
  from ..exd import domains
  from ..exd.cp_domain_utils import load_cp_domain_from_config_file
  from .None import gp_core, mf_gp
  from .euclidean_gp import get_euclidean_integral_gp_kernel_with_scale, prep_euclidean_integral_kernel_hyperparams
  from .kernel import CartesianProductKernel, HammingKernel
  from ..utils.general_utils import get_idxs_from_list_of_lists
  from ..utils.option_handler import get_option_specs, load_options
  from ..utils.reporters import get_reporter
label_desc: Use image node_id 13 for calling a global function with example usage: _prep_kernel_hyperparams_for_nn_kernels(kernel_type, dom, kernel_params_for_dom) and returns: ret