class_docstr: This is an abstract class.
  All algorithms inherit from BaseAlgorithm.
code: def update(self, update_params):
      pass
  
imports: import uuid
  import numpy
  from supervised.utils.common import construct_learner_name
  from supervised.utils.importance import PermutationImportance
  from supervised.utils.shap import PlotSHAP
label_desc: Use image node_id 8 for calling the BaseAlgorithm obj's underlying member method code with example usage: obj.update(update_params) without return types