Risk Score Card Model

Project description

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score_card_model

"风险评分卡模型开发" 
基于最早的FICO风险评分卡逻辑进行优化

当前包含主干部分, 即特征分箱、IV值计算、Woe转化、模型评估指标等。
不包含建模的部分, 这个问题留给用户。


特征的分箱使用的方法是卡方分箱, 整个流程为:
整理特征类型(离散、连续) -> 初始化分箱 -> 卡方合并 -> 单调性检验 -> 特殊值处理

完整文档见 README.md

GitHub: https://github.com/skykiseki/score_card_model

Project details

Release history Release notifications | RSS feed

1.6.9

Mar 9, 2023

1.6.8

Jan 5, 2023

1.6.7

Nov 24, 2022

1.6.6

Oct 17, 2022

1.6.5

Oct 13, 2022

1.6.4

Oct 12, 2022

1.6.3

Oct 11, 2022

1.6.2

Oct 11, 2022

1.6.1

Oct 11, 2022

1.6.0

Oct 10, 2022

1.5.6

Aug 16, 2021

1.5.5

Aug 16, 2021

1.5.4

Aug 13, 2021

1.5.3

Aug 12, 2021

This version

1.5.2

Aug 12, 2021

1.5.1

Aug 11, 2021

1.5.0

Aug 10, 2021

1.4.0

Aug 10, 2021

1.3.2

Jul 14, 2021

1.3.1

Jul 14, 2021

1.3.0

Jul 13, 2021

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Uploaded Aug 12, 2021 py3

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