text: from pyrelational.data import GenericDataManager
  from pyrelational.informativeness import regression_thompson_sampling
  from pyrelational.models import GenericModel
  from pyrelational.strategies.regression.generic_regression_strategy import (
      GenericRegressionStrategy,
  )
  
  
  class ThompsonSamplingStrategy(GenericRegressionStrategy):
      """Implements Thompson Sampling Strategy whereby unlabelled samples are scored and queried based on the
      thompson sampling scorer"""
  
      def __init__(self, data_manager: GenericDataManager, model: GenericModel):
          super(ThompsonSamplingStrategy, self).__init__(data_manager, model)
          self.scoring_fn = regression_thompson_sampling
  