+day01 200.0 MB
|+笔记 324.0 KB
| |+assets 298.0 KB
| | 笔记.md 26.5 KB
|+代码 191.0 MB
| |+.idea 158.0 KB
| |+data 186.0 MB
| | 01_业务数据处理案例.ipynb 56.6 KB
| | 02_业务规则挖掘.ipynb 175.0 KB
| | 03_特征构造.ipynb 2.6 MB
| | 04_特征筛选.ipynb 41.9 KB
| | 05_逻辑回归评分卡.ipynb 127.0 KB
| | 06_Histogram-based_Gradient_Boosting.ipynb 244.0 KB
| | 07_lightGBM的API.ipynb 176.0 KB
| | 08_LightGBM评分卡.ipynb 44.6 KB
| | 09_整体流程梳理.ipynb 762.0 KB
| | 10_样本不均衡问题处理.ipynb 45.3 KB
| | 11_异常点检测.ipynb 69.3 KB
| | 12_拒绝推断.ipynb 73.2 KB
| | 13_模型可解释性.ipynb 660.0 KB
| | 14_GBDT特征交叉.ipynb 176.0 KB
| | dt.dot 611 Byte
| | render.html 11.3 KB
|+课件 5.8 MB
| |+img 67.5 KB
| | 风控报表_sql.md 14.2 KB
| | 金融风控项目.pptx 5.7 MB
|+数据 2.6 MB
| loan.sql 2.2 MB
| 业务数据.xlsx 404.0 KB
+day02 21.9 MB
|+笔记 240.0 KB
| | 笔记.md 72.8 KB
| | 金融风控业务概述.xmind 167.0 KB
|+代码 8.7 MB
| |+.idea 2.1 KB
| | | misc.xml 324 Byte
| | | modules.xml 271 Byte
| | | workspace.xml 1.2 KB
| | | 代码.iml 291 Byte
| |+data 8.5 MB
| | | rule_data.xlsx 8.5 MB
| | 01_业务规则.ipynb 231.0 KB
|+软件 4.5 MB
|+数据 8.5 MB
+day03 8.1 MB
|+笔记 602.0 KB
| |+assets 340.0 KB
| | 笔记.md 28.5 KB
| | 风控建模概述.xmind 233.0 KB
|+代码 2.6 MB
| | 03_特征构造.ipynb 2.6 MB
|+课件 4.6 MB
| | 金融风控项目 - 02.pptx 4.6 MB
|+数据 272.0 KB
| germancredit.csv 261.0 KB
| textdata.xlsx 10.5 KB
+day04 158.0 MB
|+笔记 449.0 KB
| |+assets 220.0 KB
| | 笔记.md 16.7 KB
| | 特征工程.xmind 212.0 KB
|+代码 169.0 KB
| | 04_特征筛选.ipynb 41.9 KB
| | 05_逻辑回归评分卡.ipynb 127.0 KB
|+课件 7.2 MB
| | 金融风控项目 - 03.pptx 7.2 MB
|+数据 150.0 MB
| 01_Histogram-based_Gradient_Boosting.ipynb 198.0 KB
| Bcard.txt 18.9 MB
| train_woe.pkl 131.0 MB
+day05 621.0 KB
|+笔记 212.0 KB
| |+assets 52.0 KB
| | 笔记.md 11.8 KB
| | 评分卡.xmind 96.9 KB
| | 特征工程.xmind 51.3 KB
|+代码 409.0 KB
| 06_Histogram-based_Gradient_Boosting.ipynb 198.0 KB
| 07_lightGBM的API.ipynb 166.0 KB
| 08_LightGBM评分卡.ipynb 44.6 KB
+day06 41.3 MB
|+笔记 696.0 KB
| |+assets 20.1 KB
| | 笔记.md 474.0 KB
| | 评分卡.xmind 202.0 KB
|+代码 824.0 KB
| | 09_整体流程梳理.ipynb 762.0 KB
| | 10_样本不均衡问题处理.ipynb 45.3 KB
| | 11_异常点检测.ipynb 17.0 KB
|+课件 2.7 MB
| | 金融风控项目 - 04.pptx 2.7 MB
|+数据 37.1 MB
| Bcard.txt 18.9 MB
| scorecard.txt 18.2 MB
+day07 9.4 MB
|+笔记 382.0 KB
| |+assets 179.0 KB
| | day06.xmind 186.0 KB
| | 笔记.md 17.1 KB
|+代码 867.0 KB
| | 12_拒绝推断.ipynb 73.2 KB
| | 13_模型可解释性.ipynb 618.0 KB
| | 14_GBDT特征交叉.ipynb 176.0 KB
|+课件 118.0 KB
| |+特征交叉 118.0 KB
|+数据 8.1 MB
| appli_reject.txt 8.1 MB
| BostonHousing.csv 34.9 KB
+实战 2.5 GB
+软件 74.9 MB
| Git-2.39.1-64-bit.exe 50.5 MB
| TortoiseGit-2.13.0.1-64bit.msi 20.2 MB
| TortoiseGit-LanguagePack-2.13.0.0-64bit-zh_CN.msi 4.2 MB
+实战文档 2.4 GB
|+风控实战 703.0 MB
| |+assets 13.5 MB
| |+img 1.6 MB
| | home-credit-default-risk (1).zip 688.0 MB
| | 金融风控实战.md 41.1 KB
|+人才流失预测 520.0 KB
| |+.idea 4.5 KB
| | test.csv 47.0 KB
| | test2.csv 47.7 KB
| | train.csv 149.0 KB
| | 人才流失模型-实战.ipynb 272.0 KB
|+天猫复购预测 1.7 GB
| +.idea 586 Byte
| +data_format1 10.8 MB
| data_format1.zip 360.0 MB
| data_format2.zip 354.0 MB
| test_v1.csv 9.3 MB
| train_v1.csv 9.5 MB
| user_log_format1.pkl 1.0 GB
| 天猫复购预测-实战.ipynb 15.0 KB
+项目文档 1.3 MB
| 风控项目文档.pdf 1.3 MB
笔记.md 1.5 KB
资料.part01.rar
(100 MB, 需要: RMB 29 元)
资料.part02.rar
(100 MB)
资料.part03.rar
(100 MB)
资料.part04.rar
(100 MB)
资料.part05.rar
(100 MB)
资料.part06.rar
(100 MB)
资料.part07.rar
(100 MB)
资料.part08.rar
(100 MB)
资料.part09.rar
(100 MB)
资料.part10.rar
(100 MB, 需要: RMB 10 元)
资料.part11.rar
(100 MB)
资料.part12.rar
(100 MB)
资料.part13.rar
(100 MB)
资料.part14.rar
(100 MB)
资料.part15.rar
(100 MB)


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