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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

Metadata

Release files for score-card-model 1.6.9

For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.

Source distribution (sdist)

Source distribution for score-card-model 1.6.9
File	Size	Uploaded
score-card-model-1.6.9.tar.gz	31.5 kB	Mar 9, 2023	Details

Built distribution (wheel)

Table of built distributions (wheels) for score-card-model 1.6.9
File	Interpreter	ABI	Platform	Reset
score_card_model-1.6.9-py3-none-any.whl 31.6 kB Mar 9, 2023	Python 3	none	any	Details

Total release size: 63.1 kB

Release files / score-card-model-1.6.9.tar.gz

Download URL	score-card-model-1.6.9.tar.gz
Size	31.5 kB
Tags	Source
SHA-256 checksum How to use checksums	`9d184fb53783343f1f3c17cab2076b2889a13d123eeeafe3f0480780d6535924`
BLAKE2b-256 checksum How to use checksums	`16d7109080e2236c313bc43306e365eac7cd89bdcf2b97087e5580445b4963d7`
Upload date	Mar 9, 2023
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`twine/4.0.2 CPython/3.8.10`

Release files / score_card_model-1.6.9-py3-none-any.whl

Download URL	score_card_model-1.6.9-py3-none-any.whl
Size	31.6 kB
Tags	Python 3
SHA-256 checksum How to use checksums	`bf78d703d141d89d5793d144cb751824fd241a561e421a9f70750c2547dffa08`
BLAKE2b-256 checksum How to use checksums	`2244ab103c59cf5026ff0fd0f15a6990c9570aa0631d67c57dcba8d0564da413`
Upload date	Mar 9, 2023
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`twine/4.0.2 CPython/3.8.10`