





"""simple docstring"""


def      UpperCamelCase							(SCREAMING_SNAKE_CASE							,     SCREAMING_SNAKE_CASE							,     SCREAMING_SNAKE_CASE							,     SCREAMING_SNAKE_CASE							,     SCREAMING_SNAKE_CASE     ):
						if index == number_of_items:
												return 0
						UpperCamelCase				:		Optional[int]				   =			0
						UpperCamelCase				:		Any				   =			0
						UpperCamelCase				:		int				   =			knapsack(SCREAMING_SNAKE_CASE							,     SCREAMING_SNAKE_CASE							,     SCREAMING_SNAKE_CASE							,     SCREAMING_SNAKE_CASE							,     index + 1     )
						if weights[index] <= max_weight:
												UpperCamelCase				:		Union[str, Any]				   =			values[index] + knapsack(
												    SCREAMING_SNAKE_CASE							,     SCREAMING_SNAKE_CASE							,     SCREAMING_SNAKE_CASE							,     max_weight - weights[index]							,     index + 1     )
						return max(SCREAMING_SNAKE_CASE							,     SCREAMING_SNAKE_CASE     )


if __name__ == "__main__":
		import doctest

		doctest.testmod()










"""simple docstring"""


from ...utils import is_torch_available, is_transformers_available


if is_transformers_available() and is_torch_available():
		from .pipeline_vq_diffusion import LearnedClassifierFreeSamplingEmbeddings, VQDiffusionPipeline



