





'''simple docstring'''



# Function to print upper half of diamond (pyramid)




def 				_lowerCAmelCase  (			lowerCamelCase_     :					Any			):
			for i in range(0						,    lowerCamelCase_			):
						for _ in range(0						,    n - i - 1			):  # printing spaces
									print(''' '''						,    end=''''''			)
						for _ in range(0						,    i + 1			):  # printing stars
									print('''* '''						,    end=''''''			)
						print()




def 				_lowerCAmelCase  (			lowerCamelCase_     :					int			):
			for i in range(lowerCamelCase_						,    0						,    -1			):
						for _ in range(lowerCamelCase_						,    0						,    -1			):  # printing stars
									print('''* '''						,    end=''''''			)
						print()
						for _ in range(n - i + 1						,    0						,    -1			):  # printing spaces
									print(''' '''						,    end=''''''			)




def 				_lowerCAmelCase  (			lowerCamelCase_     :					Optional[int]			):
			if n <= 0:
						print('''       ...       ....        nothing printing :('''			)
						return
			floyd(lowerCamelCase_			)  # upper half
			reverse_floyd(lowerCamelCase_			)  # lower half


if __name__ == "__main__":
	print(R'''| /\ | |- |  |-  |--| |\  /| |-''')
	print(R'''|/  \| |- |_ |_  |__| | \/ | |_''')
	_SCREAMING_SNAKE_CASE   =      1
	while K:
		_SCREAMING_SNAKE_CASE   =      int(input('''enter the number and , and see the magic : '''))
		print()
		pretty_print(user_number)
		_SCREAMING_SNAKE_CASE   =      int(input('''press 0 to exit... and 1 to continue...'''))

	print('''Good Bye...''')












'''simple docstring'''



import numpy as np




def 				_lowerCAmelCase  (			lowerCamelCase_     :					np.array			):
			return 1 / (1 + np.exp(-vector			))




def 				_lowerCAmelCase  (			lowerCamelCase_     :					np.array			):
			return vector * sigmoid(1.7_02 * vector			)


if __name__ == "__main__":
	import doctest

	doctest.testmod()





