


"""simple docstring"""




def 			a_   (  lowercase__   :str    ):
			return "".join(chr(ord(lowercase__    ) + 32    ) if """A""" <= char <= """Z""" else char for char in word    )


if __name__ == "__main__":
					from doctest import testmod

					testmod()








"""simple docstring"""




import numpy as np





def 			a_   (  lowercase__   :List[str]    ):
			__lowerCamelCase        =			np.exp(lowercase__    )

			# Add up the all the exponentials
			__lowerCamelCase        =			np.sum(lowercase__    )

			# Divide every exponent by the sum of all exponents
			__lowerCamelCase        =			exponent_vector / sum_of_exponents

			return softmax_vector


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




