back to home

qusong0627 / QuantMind

QuantMind 开源版 是一款面向个人量化研究者的本地化金融量化交易平台,基于微软 Qlib 量化框架构建,提供从模型训练,回测,推理,实盘交易的完整研究闭环。 平台深度集成 LightGBM 等主流机器学习模型,支持 146 维量化因子训练与推理,用户可快速构建 Alpha 策略并在历史数据上验证效果。核心功能涵盖智能策略生成、模型训练、回测中心、QuantBot 助手及多模型管理,全部功能无使用限制。 开源版采用本地单机部署,通过 docker compose 一键启动,无需依赖云服务,数据与模型完全本地化,保障研究隐私。适合个人开发者、学术研究者及小团队进行量化策略原型验证与二次开发,是进入金融量化领域的理想起点。

View on GitHub
359 stars
115 forks
15 issues
Python

AI Architecture Analysis

This repository is indexed by RepoMind. By analyzing qusong0627/QuantMind in our AI interface, you can instantly generate complete architecture diagrams, visualize control flows, and perform automated security audits across the entire codebase.

Our Agentic Context Augmented Generation (Agentic CAG) engine loads full source files into context on-demand, avoiding the fragmentation of traditional RAG systems. Ask questions about the architecture, dependencies, or specific features to see it in action.

Source files are only loaded when you start an analysis to optimize performance.

Embed this Badge

Showcase RepoMind's analysis directly in your repository's README.

[![Analyzed by RepoMind](https://img.shields.io/badge/Analyzed%20by-RepoMind-4F46E5?style=for-the-badge)](https://repomind.in/repo/qusong0627/QuantMind)
Preview:Analyzed by RepoMind