




"""simple docstring"""

from __future__ import annotations




def    snake_case__						(							lowerCAmelCase :		int					,       lowerCAmelCase :		list[int]					,       lowerCAmelCase :		list[int]					,       lowerCAmelCase :		int		):

					# Base Case
					if counter == 0 or capacity == 0:
										return 0

					# If weight of the nth item is more than Knapsack of capacity,
					#   then this item cannot be included in the optimal solution,
					# else return the maximum of two cases:
					#   (1) nth item included
					#   (2) not included
					if weights[counter - 1] > capacity:
										return knapsack(lowerCAmelCase					,       lowerCAmelCase					,       lowerCAmelCase					,       counter - 1		)
					else:
										__snake_case        =						capacity - weights[counter - 1]
										__snake_case        =						values[counter - 1] + knapsack(
										    lowerCAmelCase					,       lowerCAmelCase					,       lowerCAmelCase					,       counter - 1		)
										__snake_case        =						knapsack(lowerCAmelCase					,       lowerCAmelCase					,       lowerCAmelCase					,       counter - 1		)
										return max(lowerCAmelCase					,       lowerCAmelCase		)


if __name__ == "__main__":
		import doctest

		doctest.testmod()








"""simple docstring"""

from .chunk_utils import chunk_layer
from .data_transforms import make_atomaa_masks
from .feats import atomaa_to_atomaa, frames_and_literature_positions_to_atomaa_pos, torsion_angles_to_frames
from .loss import compute_predicted_aligned_error, compute_tm
from .protein import Protein as OFProtein
from .protein import to_pdb
from .rigid_utils import Rigid, Rotation
from .tensor_utils import dict_multimap, flatten_final_dims, permute_final_dims


