






def   snake_case		(				UpperCAmelCase						:							int = 30 ):
				A									=   exponent + 2
				A									=   (1 + 5**0.5) / 2
				A									=   (phi**fibonacci_index - (phi - 1) ** fibonacci_index) / 5**0.5

				return int(UpperCAmelCase )


if __name__ == "__main__":
					print(f'''{solution() = }''')













import numpy as np







def   snake_case		(				UpperCAmelCase						:							Any ):
				A									=   np.exp(UpperCAmelCase )

				# Add up the all the exponentials
				A									=   np.sum(UpperCAmelCase )

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

				return softmax_vector


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





