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致力于MLOps生产可用的Python简易框架

License: Apache License 2.0

Shell 0.01% JavaScript 6.80% Python 82.95% CSS 0.02% Makefile 0.93% HTML 1.24% Vue 7.51% Jupyter Notebook 0.55% SCSS 0.01%

open-mlops's Introduction

mlopskit

用于生产 MLOps 的Python简易框架


从0-1的 MLOps 项目,适应于中小型企业的 MLOps 实践参考。

快速开始

安装invoke:

pip install invoke

然后运行:

invoke buildAndServe

mlopskit使用mlflow进行模型实验的跟踪、模型注册等功能,并提供了一种直接且一致的方式来将预测代码封装在一个Model类中:

技术架构

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