code: def get_searchspace_quantile(framework):
      if framework != "pytorch":
          raise ValueError(
              "Only pytorch tabular neural network is currently supported for quantile regression."
          )
      params = {
          "activation": space.Categorical("relu", "elu", "tanh"),
          "weight_decay": space.Real(
              1e-12, 1.0, default=1e-6, log=True
          ),
          "gamma": space.Real(0.1, 10.0, default=5.0),
          "alpha": space.Categorical(0.001, 0.01, 0.1, 1.0),
      }
      return params
  
file_path: autogluon/tabular/src/autogluon/tabular/models/tabular_nn/hyperparameters/searchspaces.py
imports: from autogluon.common import space
  from autogluon.core.constants import BINARY, MULTICLASS, QUANTILE, REGRESSION
  from .parameters import merge_framework_params
label_desc: Use image node_id 5 for calling a global function with example usage: get_searchspace_quantile(framework) and returns: params