class_docstr: The implementation is based on https://github.com/tobegit3hub/advisor
  Refer to https://github.com/scikit-optimize/scikit-optimize .
code: def __init__(self, algorithm_name="bayesian_optimization"):
      self.algorithm_name = algorithm_name
  
file_path: AutoGL/autogl/module/hpo/suggestion/algorithm/base_skopt_algorithm.py
imports: import json
  import numpy
  import skopt
  from suggestion.models import Study
  from suggestion.models import Trial
  from suggestion.algorithm.abstract_algorithm import AbstractSuggestionAlgorithm
label_desc: Use image node_id 1 to create a new BaseSkoptAlgorithm object from inherited base classes: AbstractSuggestionAlgorithm with example: obj = BaseSkoptAlgorithm(algorithm_name)