docstr: Retrieve the upcoming set of hyperparameters to be searched
  
  Returns
  -------
  current_hyperparameters: Dict
      The next set of hyperparameters that will be searched
docstr_tok: ["Retrieve","the","upcoming","set","of","hyperparameters","to","be","searched","Returns","--","--","--","-","current_hyperparameters",":","Dict","The","next","set","of","hyperparameters","that","will","be","searched"]
code: def _get_current_hyperparameters(self):
      """Retrieve the upcoming set of hyperparameters to be searched
  
      Returns
      -------
      current_hyperparameters: Dict
          The next set of hyperparameters that will be searched"""
  
imports: from hyperparameter_hunter import __version__
  from hyperparameter_hunter.algorithm_handlers import identify_algorithm, identify_algorithm_hyperparameters
  from hyperparameter_hunter.experiments import CVExperiment
  from hyperparameter_hunter.feature_engineering import FeatureEngineer
  from hyperparameter_hunter.i_o.exceptions import EnvironmentInactiveError, EnvironmentInvalidError, RepeatedExperimentError, DeprecatedWarning
  from hyperparameter_hunter.i_o.reporting import OptimizationReporter
  from hyperparameter_hunter.i_o.result_reader import finder_selector
  from hyperparameter_hunter.compat.keras_helper import reinitialize_callbacks
  from hyperparameter_hunter.compat.keras_optimization_helper import keras_prep_workflow, link_choice_ids
  from hyperparameter_hunter.metrics import get_formatted_target_metric
  from hyperparameter_hunter.optimization.backends.skopt.engine import Optimizer, cook_estimator
  from hyperparameter_hunter.settings import G, TEMP_MODULES_DIR_PATH
  from hyperparameter_hunter.space.dimensions import RejectedOptional
  from hyperparameter_hunter.space.space_core import Space
  from hyperparameter_hunter.utils.boltons_utils import get_path
  from hyperparameter_hunter.utils.general_utils import deep_restricted_update, subdict
  from hyperparameter_hunter.utils.optimization_utils import get_choice_dimensions, dimension_subset
  from hyperparameter_hunter.utils.version_utils import Deprecated
  from abc import ABCMeta, abstractmethod
  from datetime import datetime
  from inspect import currentframe, getframeinfo
  from os import walk, remove, rmdir
  from os.path import abspath
  from typing import Any, Dict
  from warnings import warn
  from skopt.callbacks import check_callback
  from skopt.utils import eval_callbacks
label_desc: Use image node_id 14 for calling the BaseOptPro obj's underlying member method code with example usage: obj._get_current_hyperparameters() without return types