├── .gitignore ├── README.md ├── data_analysics.ipynb ├── feature_engineering ├── __init__.py ├── basic_feature.py ├── product_repay_feature.py ├── user_repay_feature1.py ├── user_repay_feature2.py ├── user_repay_feature3.py ├── user_repay_samples.py └── user_tag_embedding.py ├── main.py ├── pictures ├── 用户.png ├── 用户提前还款分布统计.png ├── 用户还款日志的每日还款量统计.png ├── 训练集用户每日还款量统计.png └── 预测误差分析.png ├── train_model ├── __init__.py └── train.py └── utils ├── __init__.py ├── __pycache__ ├── __init__.cpython-37.pyc └── functions.cpython-37.pyc └── functions.py /.gitignore: -------------------------------------------------------------------------------- 1 | .idea 2 | dataset/* -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vinklibrary/ppd_mojing4/HEAD/README.md -------------------------------------------------------------------------------- /data_analysics.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vinklibrary/ppd_mojing4/HEAD/data_analysics.ipynb -------------------------------------------------------------------------------- /feature_engineering/__init__.py: -------------------------------------------------------------------------------- 1 | # encoding: utf-8 2 | """ 3 | @author: vinklibrary 4 | @contact: shenxvdong1@gmail.com 5 | @site: Todo 6 | 7 | @version: 1.0 8 | @license: None 9 | @file: __init__.py.py 10 | @time: 2019/7/8 13:48 11 | 12 | 这一行开始写关于本文件的说明与解释 13 | """ -------------------------------------------------------------------------------- /feature_engineering/basic_feature.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vinklibrary/ppd_mojing4/HEAD/feature_engineering/basic_feature.py -------------------------------------------------------------------------------- /feature_engineering/product_repay_feature.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vinklibrary/ppd_mojing4/HEAD/feature_engineering/product_repay_feature.py -------------------------------------------------------------------------------- /feature_engineering/user_repay_feature1.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vinklibrary/ppd_mojing4/HEAD/feature_engineering/user_repay_feature1.py -------------------------------------------------------------------------------- /feature_engineering/user_repay_feature2.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vinklibrary/ppd_mojing4/HEAD/feature_engineering/user_repay_feature2.py -------------------------------------------------------------------------------- /feature_engineering/user_repay_feature3.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vinklibrary/ppd_mojing4/HEAD/feature_engineering/user_repay_feature3.py -------------------------------------------------------------------------------- /feature_engineering/user_repay_samples.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vinklibrary/ppd_mojing4/HEAD/feature_engineering/user_repay_samples.py -------------------------------------------------------------------------------- /feature_engineering/user_tag_embedding.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vinklibrary/ppd_mojing4/HEAD/feature_engineering/user_tag_embedding.py -------------------------------------------------------------------------------- /main.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vinklibrary/ppd_mojing4/HEAD/main.py -------------------------------------------------------------------------------- /pictures/用户.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vinklibrary/ppd_mojing4/HEAD/pictures/用户.png -------------------------------------------------------------------------------- /pictures/用户提前还款分布统计.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vinklibrary/ppd_mojing4/HEAD/pictures/用户提前还款分布统计.png -------------------------------------------------------------------------------- /pictures/用户还款日志的每日还款量统计.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vinklibrary/ppd_mojing4/HEAD/pictures/用户还款日志的每日还款量统计.png -------------------------------------------------------------------------------- /pictures/训练集用户每日还款量统计.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vinklibrary/ppd_mojing4/HEAD/pictures/训练集用户每日还款量统计.png -------------------------------------------------------------------------------- /pictures/预测误差分析.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vinklibrary/ppd_mojing4/HEAD/pictures/预测误差分析.png -------------------------------------------------------------------------------- /train_model/__init__.py: -------------------------------------------------------------------------------- 1 | # encoding: utf-8 2 | """ 3 | @author: vinklibrary 4 | @contact: shenxvdong1@gmail.com 5 | @site: Todo 6 | 7 | @version: 1.0 8 | @license: None 9 | @file: __init__.py.py 10 | @time: 2019/7/8 13:48 11 | 12 | 这一行开始写关于本文件的说明与解释 13 | """ -------------------------------------------------------------------------------- /train_model/train.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vinklibrary/ppd_mojing4/HEAD/train_model/train.py -------------------------------------------------------------------------------- /utils/__init__.py: -------------------------------------------------------------------------------- 1 | # encoding: utf-8 2 | """ 3 | @author: vinklibrary 4 | @contact: shenxvdong1@gmail.com 5 | @site: Todo 6 | 7 | @version: 1.0 8 | @license: None 9 | @file: __init__.py.py 10 | @time: 2019/7/8 13:48 11 | 12 | 这一行开始写关于本文件的说明与解释 13 | """ -------------------------------------------------------------------------------- /utils/__pycache__/__init__.cpython-37.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vinklibrary/ppd_mojing4/HEAD/utils/__pycache__/__init__.cpython-37.pyc -------------------------------------------------------------------------------- /utils/__pycache__/functions.cpython-37.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vinklibrary/ppd_mojing4/HEAD/utils/__pycache__/functions.cpython-37.pyc -------------------------------------------------------------------------------- /utils/functions.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vinklibrary/ppd_mojing4/HEAD/utils/functions.py --------------------------------------------------------------------------------