code: def __init__(self, name, **kwargs):
      self.name = name
      self.kwargs = kwargs
  
imports: import os
  from abc import ABC, abstractmethod
  from warnings import warn
  import numpy
  from joblib import dump, load
label_desc: Use image node_id 1 to create a new BaseMetric object from inherited base classes: ABC with example: obj = BaseMetric(name)