
'''simple docstring'''

def 						_UpperCAmelCase					(	_lowerCamelCase    :							Union[str, Any]		)     ->    Union[str, Any]:  # noqa: E741
  _lowerCAmelCase							:	Any 					=       len(SCREAMING_SNAKE_CASE__		)
  _lowerCAmelCase							:	Any 					=       0
  _lowerCAmelCase							:	Tuple 					=       [0] * n
  _lowerCAmelCase							:	List[Any] 					=       [False] * n
  _lowerCAmelCase							:	Union[str, Any] 					=       [False] * n

  def dfs(_lowerCamelCase    :							Union[str, Any]	,   _lowerCamelCase    :							int	,   _lowerCamelCase    :							List[str]	,   _lowerCamelCase    :							List[str]		):
    if parent == root:
      out_edge_count += 1
    _lowerCAmelCase							:	Dict 					=       True
    _lowerCAmelCase							:	str 					=       at

    for to in l[at]:
      if to == parent:
        pass
      elif not visited[to]:
        _lowerCAmelCase							:	str 					=       dfs(SCREAMING_SNAKE_CASE__	,   SCREAMING_SNAKE_CASE__	,   SCREAMING_SNAKE_CASE__	,   SCREAMING_SNAKE_CASE__		)
        _lowerCAmelCase							:	Dict 					=       min(low[at]	,   low[to]		)

        # AP found via bridge
        if at < low[to]:
          _lowerCAmelCase							:	Dict 					=       True
        # AP found via cycle
        if at == low[to]:
          _lowerCAmelCase							:	Tuple 					=       True
      else:
        _lowerCAmelCase							:	Union[str, Any] 					=       min(low[at]	,   SCREAMING_SNAKE_CASE__		)
    return out_edge_count

  for i in range(SCREAMING_SNAKE_CASE__		):
    if not visited[i]:
      _lowerCAmelCase							:	Any 					=       0
      _lowerCAmelCase							:	Optional[int] 					=       dfs(SCREAMING_SNAKE_CASE__	,   SCREAMING_SNAKE_CASE__	,   -1	,   SCREAMING_SNAKE_CASE__		)
      _lowerCAmelCase							:	int 					=       out_edge_count > 1

  for x in range(len(SCREAMING_SNAKE_CASE__		)		):
    if is_art[x] is True:
      print(SCREAMING_SNAKE_CASE__		)


# Adjacency list of graph
UpperCamelCase_        =							{
    0: [1, 2],
    1: [0, 2],
    2: [0, 1, 3, 5],
    3: [2, 4],
    4: [3],
    5: [2, 6, 8],
    6: [5, 7],
    7: [6, 8],
    8: [5, 7],
}



compute_ap(data)




'''simple docstring'''
import numpy as np




def    _UpperCamelCase						(       SCREAMING_SNAKE_CASE__			)  ->							np.ndarray:


		'''simple docstring'''


		return 1 / (1 + np.exp(-vector			))




def    _UpperCamelCase						(       SCREAMING_SNAKE_CASE__			)  ->							np.ndarray:


		'''simple docstring'''


		return vector * sigmoid(SCREAMING_SNAKE_CASE__			)


if __name__ == "__main__":
						import doctest

						doctest.testmod()


