Metadata-Version: 2.1
Name: itlubber-automl
Version: 0.1.1
Summary: https://zhuanlan.zhihu.com/p/447307569
Home-page: https://github.com/itlubber/auto_lightgbm
Author: itlubber
Author-email: itlubber@qq.com
License: MIT
Classifier: Operating System :: POSIX
Classifier: Operating System :: Microsoft :: Windows
Classifier: Operating System :: MacOS :: MacOS X
Classifier: Programming Language :: Python :: 3.6
Classifier: Programming Language :: Python :: 3.7
Classifier: Programming Language :: Python :: 3.8
Classifier: Programming Language :: Python :: 3.9
Classifier: Programming Language :: Python :: 3.10
Classifier: Programming Language :: Python :: 3.11
Requires-Python: >=3.6
Description-Content-Type: text/markdown
Requires-Dist: numpy (==1.22.2)
Requires-Dist: pandas (==1.5.3)
Requires-Dist: scikit-learn (>=1.0.2)
Requires-Dist: shap
Requires-Dist: toad
Requires-Dist: lightgbm (<4.0)
Requires-Dist: hyperopt
Requires-Dist: bayesian-optimization

## 概述

梅子行老师那里来的一个 `lightgbm` 自动建模的方法，配合 `scorecardpipeline` 一起使用非常方便，效果也非常可以，值得推荐

## lightgbm
![运行示例](./.assets/run.png)
