Metadata-Version: 2.4
Name: wedata3-automl
Version: 0.1.0
Summary: AutoML SDK for Tencent Cloud WeData using FLAML with MLflow integration.
Home-page: https://git.woa.com/WeDataOS/wedata-automl
Author: ZhangChunLin
Author-email: blueszzhang@tencent.com
License: MIT
Project-URL: Homepage, https://git.woa.com/WeDataOS/wedata-automl
Project-URL: Repository, https://git.woa.com/WeDataOS/wedata-automl.git
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3.9
Classifier: Programming Language :: Python :: 3.10
Classifier: Programming Language :: Python :: 3.11
Classifier: License :: OSI Approved :: MIT License
Classifier: Operating System :: OS Independent
Requires-Python: >=3.9
Description-Content-Type: text/markdown
Requires-Dist: flaml==2.3.6
Requires-Dist: lightgbm>=4.0.0
Requires-Dist: xgboost>=2.0.0
Requires-Dist: prophet>=1.1
Requires-Dist: statsmodels>=0.13
Requires-Dist: holidays>=0.25
Requires-Dist: catboost>=1.0.0
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Requires-Dist: seaborn>=0.11
Requires-Dist: mlflow<3.11.0,>=3.10.0
Requires-Dist: mlflow-tclake-plugin<4.0.0,>=3.0.15
Provides-Extra: xgboost
Requires-Dist: xgboost>=1.6; extra == "xgboost"
Provides-Extra: lightgbm
Requires-Dist: lightgbm>=3.3; extra == "lightgbm"
Provides-Extra: wedata
Requires-Dist: tencent-wedata-feature-engineering; extra == "wedata"
Provides-Extra: shap
Requires-Dist: shap>=0.41; extra == "shap"
Provides-Extra: full
Requires-Dist: xgboost>=1.6; extra == "full"
Requires-Dist: lightgbm>=3.3; extra == "full"
Requires-Dist: tencent-wedata-feature-engineering>=0.1.36; extra == "full"
Requires-Dist: shap>=0.41; extra == "full"
Requires-Dist: optuna==4.6.0; extra == "full"
Requires-Dist: flaml[spark]==2.3.6; extra == "full"
Requires-Dist: cachetools>=5.0.0; extra == "full"
Requires-Dist: tencentcloud-sdk-python-common>=3.0.1478; extra == "full"
Dynamic: author
Dynamic: author-email
Dynamic: classifier
Dynamic: description
Dynamic: description-content-type
Dynamic: home-page
Dynamic: license
Dynamic: project-url
Dynamic: provides-extra
Dynamic: requires-dist
Dynamic: requires-python
Dynamic: summary

# Wedata3-Automl

## 关于AutoML的使用
[automl使用说明](./src/README.md)

## AutoML的镜像制作

* [wedata-automl-image](https://git.woa.com/WeDataOS/wedata-automl-image/tree/master): 包含wedata2-automl和wedata3-automl
* [镜像部署文档](https://doc.weixin.qq.com/doc/w3_AHEA9waZAAoCN1isI7fQhSgqM0kA9?scode=AJEAIQdfAAoXqWKhWQAKEAFQaQACg)
* [流水线](https://zhiyan.woa.com/qci/9713/pipeline/#/pipeline/detail/11594595/build/current)
