





'''simple docstring'''






from __future__ import annotations






def      __A						(							a_						:  list[int]      ,a_						:  int	):
						lowerCAmelCase     :    Any						=   []
						lowerCAmelCase     :    List[Any]						=   []
						lowerCAmelCase     :    int						=   0
						lowerCAmelCase     :    str						=   sum(a_	)
						create_state_space_tree(a_      ,a_      ,a_      ,a_      ,a_      ,a_	)
						return result






def      __A						(							a_						:  list[int]      ,a_						:  int      ,a_						:  int      ,a_						:  list[int]      ,a_						:  list[list[int]]      ,a_						:  int      ,):


						if sum(a_	) > max_sum or (remaining_nums_sum + sum(a_	)) < max_sum:
												return
						if sum(a_	) == max_sum:
												result.append(a_	)
												return
						for index in range(a_      ,len(a_	)	):
												create_state_space_tree(
												    a_      ,a_      ,index + 1      ,[*path, nums[index]]      ,a_      ,remaining_nums_sum - nums[index]      ,)
lowerCAmelCase       		=      [3, 34, 4, 12, 5, 2]
lowerCAmelCase       		=      9
lowerCAmelCase       		=      generate_sum_of_subsets_soln(nums, max_sum)

print(*result)










'''simple docstring'''






import numpy as np






def      __A						(							a_						:  np.array	):
		return (2 / (1 + np.exp(-2 * vector	))) - 1


if __name__ == "__main__":
					import doctest

					doctest.testmod()



