code: def __init__(self):
      raise NotImplementedError("This is an abstract class.")
  
imports: from typing import Dict, Optional
  from scipy.stats import loguniform, randint, uniform
  from copy import copy
  import numpy
label_desc: Use image node_id 1 to create a new Distribution object  with example: obj = Distribution()