# QuantMInd

**Repository Path**: DharmaBums/quantmind

## Basic Information

- **Project Name**: QuantMInd
- **Description**: 基于微软 Qlib 框架构建的开源量化交易系统，集成 LightGBM 模型与 Alpha158因子集，提供从策略研究、回测优化到实盘交易的完整解决方案。支持双引擎回测、AI模型全生命周期管理、多券商实盘对接，一键部署即可开箱即用。
- **Primary Language**: Unknown
- **License**: AGPL-3.0
- **Default Branch**: master
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 0
- **Forks**: 19
- **Created**: 2026-08-27
- **Last Updated**: 2026-09-06

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

# QuantMind OSS

QuantMind is an integrated quantitative research and trading platform for the China A-share market. It connects data, factor research, model training, inference, backtesting, paper trading, and operational monitoring in one reproducible workflow.

For the current Chinese documentation and product screenshots, see [README.md](README.md).

## What it provides

- Market dashboards, capital-flow analysis, RSS intelligence, and QuantBot
- Qlib-based feature engineering, training jobs, model registry, and batch inference
- Strategy workspace, factor research, portfolio backtesting, and performance analysis
- Paper trading, orders, positions, risk preflight, and service monitoring

## Deployment

Ubuntu 22.04 / 24.04 is supported. The recommended production method is the complete offline package, which includes Docker images, PostgreSQL business data, models, and Qlib data.

```bash
# Complete offline deployment
curl -fsSL https://gitee.com/qusong0627/QuantMind/raw/master/deploy/offline-deploy.sh | sudo bash

# Online source deployment
curl -fsSL https://gitee.com/qusong0627/QuantMind/raw/master/deploy/deploy.sh | sudo bash
```

The default offline package URL is `https://cdn.quantmind.cloud/quantmind-offline`. To update an existing server:

```bash
cd /opt/quantmind
sudo bash deploy/update.sh
```

| Service | Default URL |
| --- | --- |
| Web | `http://<server-ip>:3000` |
| API docs | `http://<server-ip>:8000/docs` |
| Dashboard | `http://<server-ip>:8501` |

See [deploy/README.md](deploy/README.md) for package recovery and deployment options.

## Development

```bash
python backend/run_tests.py unit

cd electron
npm install
npm run dev
npm run typecheck
```

Internal stock symbols use prefix notation, for example `SH600036`.

## Disclaimer

QuantMind is for research and educational purposes only. It is not investment advice.