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Solve the following problem using Python, implementing the functions described below, one line at a time
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Description:
 def deep_copy(numpy_dict):
 """ Returns a copy of a dictionary whose values are numpy arrays. Copies their values rather than copying references to them. """

  out = {}
  for key in numpy_dict:
    out[key] = numpy_dict[key].copy()
  return out