├── README.md ├── chapter10 ├── __pycache__ │ ├── variable_bin_methods.cpython-36.pyc │ └── variable_encode.cpython-36.pyc ├── data │ ├── dict_woe_map.pkl │ └── german.csv ├── main.py ├── variable_bin_methods.py └── variable_encode.py ├── chapter11 ├── data │ ├── dict_woe_map.pkl │ └── german.csv ├── main.py ├── variable_bin_methods.py └── variable_encode.py ├── chapter12 ├── data │ ├── dict_woe_map.pkl │ └── german.csv └── main.py ├── chapter13 ├── data │ ├── dict_woe_map.pkl │ ├── german.csv │ └── pyfm-2016.2.10-cp36-cp36m-win_amd64.whl ├── main_FM.py ├── main_data_cross.py ├── main_tree_feature.py ├── pyfm-2016.2.10-cp36-cp36m-win_amd64.whl ├── variable_bin_methods.py └── variable_encode.py ├── chapter14 ├── data │ ├── dict_woe_map.pkl │ └── german.csv ├── main.py └── variable_encode.py ├── chapter15 ├── data │ ├── dict_woe_map.pkl │ └── german.csv ├── main.py └── variable_encode.py ├── chapter16 ├── data │ ├── dict_woe_map.pkl │ └── german.csv ├── main.py └── variable_encode.py ├── chapter17 ├── data │ ├── dict_woe_map.pkl │ └── german.csv ├── main.py └── variable_encode.py ├── chapter18 ├── data │ ├── dict_woe_map.pkl │ └── german.csv ├── main_blending.py ├── main_stacking.py └── variable_encode.py ├── chapter19 ├── __pycache__ │ ├── feature_selector.cpython-36.pyc │ ├── variable_bin_methods.cpython-36.pyc │ └── variable_encode.cpython-36.pyc ├── data │ ├── LoanStats_2019Q1.csv │ └── dict_woe_map.pkl ├── feature_selector.py ├── main.py ├── variable_bin_methods.py └── variable_encode.py ├── chapter4 ├── data │ ├── dict_woe_map.pkl │ ├── german.csv │ ├── labelcode.pkl │ └── onehot.pkl ├── main.ipynb ├── main.py ├── plot_cat │ ├── credit_history.png │ ├── foreign_worker.png │ ├── housing.png │ ├── inst_plans.png │ ├── job.png │ ├── other_debtors.png │ ├── personal_status.png │ ├── present_emp.png │ ├── property.png │ ├── purpose.png │ ├── status_account.png │ ├── svaing_account.png │ └── telephone.png └── plot_num │ ├── age.png │ ├── amount.png │ ├── dependents.png │ ├── duration.png │ ├── income_rate.png │ ├── num_credits.png │ └── residence_info.png ├── chapter5 ├── data │ ├── dict_woe_map.pkl │ ├── german.csv │ ├── labelcode.pkl │ └── onehot.pkl ├── main.ipynb └── variable_encode.py ├── chapter6 ├── data │ └── german.csv ├── main.ipynb └── variable_bin_methods.py ├── chapter7 ├── data │ ├── dict_woe_map.pkl │ └── german.csv ├── feature_selector.py ├── main.py ├── variable_bin_methods.py └── variable_encode.py ├── chapter8 ├── data │ ├── dict_woe_map.pkl │ └── german.csv ├── main.py ├── variable_bin_methods.py └── variable_encode.py ├── chapter9 ├── data │ ├── dict_woe_map.pkl │ └── german.csv ├── main.py ├── variable_bin_methods.py └── variable_encode.py └── requirements.txt /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Modo0202/FintechRiskControlModeling/HEAD/README.md -------------------------------------------------------------------------------- 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