金融风控项目与数据挖掘４天专题培训课程资料
+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