A package for stat and data miner,calculate woe and iv,and plot woe ,plot iv,calculate ks ,plot ks and auc,plot roc
金融行业信用评分卡模型开发工具
用于开发信用评分卡模型的python包，包含特征分箱、特征筛选、WOE和IV计算，KS值和AUC计算、模型提升度LIFT、模型稳定性 PSI 计算、决策树绘制、评分卡制作等功能
另外，westat包含常用的金融计算函数，例如等额本息、等额本金等还款方式的计算。
westat基于python3.10进行开发，是开源数据分析处理项目pyminer 的一部分，但是也可以被单独使用。 westat 希望更多朋友能够参与项目，一起维护并提升！
pip install westat
# 创建环境
conda env create -f environment.yml
# 激活环境
conda activate westat-dev
# 构建
python -m build
# 上传到 pypi
python -m twine upload dist/*
# 创建环境
conda env create -f environment.yml
# 激活环境
conda activate westat-dev
# 测试
jupyter-notebook
# 在jupyter上打开 HereWeGo.ipynb 进行测试
import westat
westat.version
请查看帮助文档 https://westat.readthedocs.io
FAQs
A package for stat and data miner,calculate woe and iv,and plot woe ,plot iv,calculate ks ,plot ks and auc,plot roc
We found that westat demonstrated a healthy version release cadence and project activity because the last version was released less than a year ago. It has 1 open source maintainer collaborating on the project.
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