old_contents: """
  
  .. module:: category_encoders
    :synopsis:
    :platform:
  
  """
  
  from category_encoders.backward_difference import BackwardDifferenceEncoder
  from category_encoders.binary import BinaryEncoder
  from category_encoders.count import CountEncoder
  from category_encoders.hashing import HashingEncoder
  from category_encoders.helmert import HelmertEncoder
  from category_encoders.one_hot import OneHotEncoder
  from category_encoders.ordinal import OrdinalEncoder
  from category_encoders.sum_coding import SumEncoder
  from category_encoders.polynomial import PolynomialEncoder
  from category_encoders.basen import BaseNEncoder
  from category_encoders.leave_one_out import LeaveOneOutEncoder
  from category_encoders.target_encoder import TargetEncoder
  from category_encoders.woe import WOEEncoder
  from category_encoders.m_estimate import MEstimateEncoder
  from category_encoders.james_stein import JamesSteinEncoder
  from category_encoders.cat_boost import CatBoostEncoder
  from category_encoders.glmm import GLMMEncoder
  
  __version__ = '2.2.2'
  
  __author__ = 'willmcginnis'
  
  __all__ = [
      'BackwardDifferenceEncoder',
      'BinaryEncoder',
      'CountEncoder',
      'HashingEncoder',
      'HelmertEncoder',
      'OneHotEncoder',
      'OrdinalEncoder',
      'SumEncoder',
      'PolynomialEncoder',
      'BaseNEncoder',
      'LeaveOneOutEncoder',
      'TargetEncoder',
      'WOEEncoder',
      'MEstimateEncoder',
      'JamesSteinEncoder',
      'CatBoostEncoder',
      'GLMMEncoder'
  ]
  
new_contents: """
  
  .. module:: category_encoders
    :synopsis:
    :platform:
  
  """
  
  from category_encoders.backward_difference import BackwardDifferenceEncoder
  from category_encoders.binary import BinaryEncoder
  from category_encoders.count import CountEncoder
  from category_encoders.hashing import HashingEncoder
  from category_encoders.helmert import HelmertEncoder
  from category_encoders.one_hot import OneHotEncoder
  from category_encoders.ordinal import OrdinalEncoder
  from category_encoders.sum_coding import SumEncoder
  from category_encoders.polynomial import PolynomialEncoder
  from category_encoders.basen import BaseNEncoder
  from category_encoders.leave_one_out import LeaveOneOutEncoder
  from category_encoders.target_encoder import TargetEncoder
  from category_encoders.woe import WOEEncoder
  from category_encoders.m_estimate import MEstimateEncoder
  from category_encoders.james_stein import JamesSteinEncoder
  from category_encoders.cat_boost import CatBoostEncoder
  from category_encoders.glmm import GLMMEncoder
  
  __version__ = '2.3.0'
  
  __author__ = 'willmcginnis'
  
  __all__ = [
      'BackwardDifferenceEncoder',
      'BinaryEncoder',
      'CountEncoder',
      'HashingEncoder',
      'HelmertEncoder',
      'OneHotEncoder',
      'OrdinalEncoder',
      'SumEncoder',
      'PolynomialEncoder',
      'BaseNEncoder',
      'LeaveOneOutEncoder',
      'TargetEncoder',
      'WOEEncoder',
      'MEstimateEncoder',
      'JamesSteinEncoder',
      'CatBoostEncoder',
      'GLMMEncoder'
  ]
  
subject: Update __init__.py