code: def deep_copy(numpy_dict):
    
    out = {}
    for key in numpy_dict:
      out[key] = numpy_dict[key].copy()
    return out
docs: Returns a copy of a dictionary whose values are numpy arrays.
    Copies their values rather than copying references to them.