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easy-ml
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feature
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feature_utils.py

feature_utils.py 533 B
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  1. # -*- coding:utf-8 -*-
    2. 

  2. """
    3. 

  3. @author: yq
    4. 

  4. @time: 2023/12/28
    5. 

  5. @desc:  特征工具类
    6. 

  6. """
    7. 

  7. import pandas as pd
    8. 

  8. 

  9. from entitys import DataSplitEntity
    10. 

  10. 

  11. 

  12. def f_get_bins(data: DataSplitEntity) -> pd.DataFrame:
    13. 

  13.     pass
    14. 

  14. 

  15. 

  16. def f_get_woe(data: DataSplitEntity) -> pd.DataFrame:
    17. 

  17.     pass
    18. 

  18. 

  19. 

  20. def f_get_iv(data: DataSplitEntity) -> pd.DataFrame:
    21. 

  21.     pass
    22. 

  22. 

  23. 

  24. def f_get_psi(data: DataSplitEntity) -> pd.DataFrame:
    25. 

  25.     pass
    26. 

  26. 

  27. 

  28. def f_get_corr(data: DataSplitEntity) -> pd.DataFrame:
    29. 

  29.     pass
    30. 

  30. 

  31. 

  32. def f_get_ivf(data: DataSplitEntity) -> pd.DataFrame:
    33. 

  33.     pass
    34.