

"""simple docstring"""


from __future__ import annotations

import collections
import pprint
from pathlib import Path



def   _A					(	_a	:						str				):



      """simple docstring"""






      return "".join(sorted(_a				)				)



def   _A					(	_a	:						str				):



      """simple docstring"""






      return word_by_signature[signature(_a				)]


UpperCAmelCase													=Path(__file__).parent.joinpath("words.txt").read_text(encoding="utf-8")
UpperCAmelCase													=sorted({word.strip().lower() for word in data.splitlines()})

UpperCAmelCase													=collections.defaultdict(list)
for word in word_list:
  word_by_signature[signature(word)].append(word)

if __name__ == "__main__":
  UpperCAmelCase													={word: anagram(word) for word in word_list if len(anagram(word)) > 1}

  with open("anagrams.txt", "w") as file:
    file.write("all_anagrams = \n ")
    file.write(pprint.pformat(all_anagrams))







"""simple docstring"""


from statistics import mean, stdev



def   _A					(	_a	:						list     ,   _a	:						int = 3				):



      """simple docstring"""






      A				  =		min(_a				)
      A				  =		max(_a				)
      # normalize data
      return [round((x - x_min) / (x_max - x_min)     ,   _a				) for x in data]





def   _A					(	_a	:						list     ,   _a	:						int = 3				):



      """simple docstring"""






      A				  =		mean(_a				)
      A				  =		stdev(_a				)
      # standardize data
      return [round((x - mu) / (sigma)     ,   _a				) for x in data]




