code: def minmax_denormalize(X, lower, upper):
      return X * (upper - lower) + lower
  
imports: from __future__ import annotations
  from math import ceil
  from dask import compute, delayed
  from pandas import DataFrame
  import numpy
  import pandas
  import param
  from .utils import ngjit
label_desc: Use image node_id 17 for calling a global function with example usage: minmax_denormalize(X, lower, upper) and returns: unknown