code: 
  
  '''simple docstring'''
  
  
  
  
  
  from __future__ import annotations
  
  from enum import Enum, unique
  from typing import TypeVar
  
  # Create a generic variable that can be 'Enum', or any subclass.
  _lowerCAmelCase     :			Optional[Any]    =TypeVar("""T""", bound="""Enum""")
  
  @unique
  class __UpperCamelCase    (							_a		):
  
  
  
  
  
  
  					'''simple docstring'''
  
  
  
  					__magic_name__     			=      8_0
  					__magic_name__     			=      7_0
  					__magic_name__     			=      6_0
  					__magic_name__     			=      5_0
  					__magic_name__     			=      4_0
  					__magic_name__     			=      3_0
  					__magic_name__     			=      2_0
  					__magic_name__     			=      1_0
  
  @unique
  class __UpperCamelCase    (							_a		):
  
  
  
  
  
  
  					'''simple docstring'''
  
  
  
  					__magic_name__     			=      2_4
  					__magic_name__     			=      2_1
  					__magic_name__     			=      1_8
  					__magic_name__     			=      1_5
  					__magic_name__     			=      1_2
  					__magic_name__     			=      9
  					__magic_name__     			=      6
  					__magic_name__     			=      3
  					__magic_name__     			=      2
  					__magic_name__     			=      1
  					__magic_name__     			=      -1
  					__magic_name__     			=      -2
  					__magic_name__     			=      -3
  					__magic_name__     			=      -6
  					__magic_name__     			=      -9
  					__magic_name__     			=      -1_2
  					__magic_name__     			=      -1_5
  					__magic_name__     			=      -1_8
  					__magic_name__     			=      -2_1
  					__magic_name__     			=      -2_4
  
  
  
  
  
  					@classmethod
  					def       _UpperCAmelCase						(							cls	):
  						return {unit.name: unit.value for unit in cls if unit.value > 0}
  
  
  
  
  
  					@classmethod
  					def       _UpperCAmelCase						(							cls	):
  						return {unit.name: unit.value for unit in cls if unit.value < 0}
  
  
  
  def  _A  (			SCREAMING_SNAKE_CASE			):
  	UpperCAmelCase__:  Union[str, Any]		       =   SIUnit.get_positive() if value > 0 else SIUnit.get_negative()
  	for name_prefix, value_prefix in prefixes.items():
  		UpperCAmelCase__:  Optional[Any]		       =   value / (1_0**value_prefix)
  		if numerical_part > 1:
  			return f"{numerical_part!s} {name_prefix}"
  	return str(SCREAMING_SNAKE_CASE			)
  
  
  
  def  _A  (			SCREAMING_SNAKE_CASE			):
  	for prefix in BinaryUnit:
  		UpperCAmelCase__:  List[str]		       =   value / (2**prefix.value)
  		if numerical_part > 1:
  			return f"{numerical_part!s} {prefix.name}"
  	return str(SCREAMING_SNAKE_CASE			)
  
  
  if __name__ == "__main__":
  					import doctest
  
  					doctest.testmod()
style_context: 
  
  import numpy as np
  
  
  
  def  _A  (			SCREAMING_SNAKE_CASE			):
  	UpperCAmelCase__:  List[Any]		       =   np.exp(SCREAMING_SNAKE_CASE			)
  
  	# Add up the all the exponentials
  	UpperCAmelCase__:  str		       =   np.sum(SCREAMING_SNAKE_CASE			)
  
  	# Divide every exponent by the sum of all exponents
  	UpperCAmelCase__:  Tuple		       =   exponent_vector / sum_of_exponents
  
  	return softmax_vector
  
  
  if __name__ == "__main__":
  					print(softmax((0,)))