text: from typing import NamedTuple
  
  from .auc import AUC
  from .combined import CombinedMetrics
  from .ctr import CTR
  from .map import MAP
  from .ndcg import NDCG
  from .precision import Precision
  from .recall import Recall
  from .interlist_diversity import InterListDiversity
  
  
  class BinaryRecoMetrics(NamedTuple):
      AUC = AUC
      CTR = CTR
  
  
  class RankingRecoMetrics(NamedTuple):
      MAP = MAP
      NDCG = NDCG
      Precision = Precision
      Recall = Recall
  
  
  class DiversityRecoMetrics(NamedTuple):
      InterListDiversity = InterListDiversity
  