






"""simple docstring"""



from __future__ import annotations


def      SCREAMING_SNAKE_CASE__    (   snake_case    :      list[int | float]							)->						int | float:






     '''simple docstring'''



     if len(snake_case							) == 0:
          raise ValueError("find_min() arg is an empty sequence"							)
     UpperCAmelCase__		:  List[str]				=				nums[0]
     for num in nums:
          UpperCAmelCase__		:  List[str]				=				min(snake_case       , snake_case							)
     return min_num


if __name__ == "__main__":
 import doctest

 doctest.testmod(verbose=True)









"""simple docstring"""





import numpy as np




def 		lowerCAmelCase_	(  lowercase_   :							str		):

 '''simple docstring'''






 __SCREAMING_SNAKE_CASE :			Dict												=       np.exp(lowercase_		)

 # Add up the all the exponentials
 __SCREAMING_SNAKE_CASE :			Tuple												=       np.sum(lowercase_		)

 # Divide every exponent by the sum of all exponents
 __SCREAMING_SNAKE_CASE :			List[Any]												=       exponent_vector / sum_of_exponents

 return softmax_vector


if __name__ == "__main__":
    print(softmax((0,)))

