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Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.

chenwr727/stock-backtrader-web-app

Stock Backtrader Web App 是一个基于 Python 的项目，旨在简化股票回测和分析的过程。通过集成四个强大的库——Streamlit、AkShare、Backtrader 和 Pyecharts，本应用为用户提供了一个综合性的工具集，支持股票数据获取、回测模拟和结果可视化，且所有功能都在一个直观的 Web 界面内完成。

26No licencePython

View on GitHub

Stars: 263
Forks: 68
Watchers: 2
Open issues: 0
Contributors: 1

Star history, last 90 days+5 over 14 snapshots

2026-07-30 · 2582026-11-04 · 263

Star history, last 90 days
Date	Stars
2026-07-30	258
2026-08-08	258
2026-08-21	259
2026-09-08	260
2026-09-15	261
2026-09-18	260
2026-09-20	260
2026-09-30	261
2026-10-10	262
2026-10-14	261
2026-10-16	262
2026-10-24	262
2026-10-31	263
2026-11-04	263

Today

— stars today

This week

+1 stars this week

This month

+2 stars this month

Momentum

0.0

growth rate 0.38%/day

From the README

# 股票回测Web应用

## 项目概述

这是一个基于Python的股票回测Web应用，集成了多个强大的开源库，为量化交易研究提供了一站式解决方案。通过直观的界面，用户可以获取市场数据、执行策略回测并可视化分析结果。

![demo](demo.gif)

### 核心特性

- **数据获取** - 通过AkShare实时获取A股市场数据
- **策略回测** - 利用Backtrader框架测试交易策略表现
- **结果可视化** - 使用Pyecharts生成专业图表展示
- **交互界面** - 基于Streamlit构建友好的Web操作环境

## 技术架构

| 组件 | 功能 | 链接 |
|------|------|------|
| **Streamlit** | 构建交互式数据应用界面 | [官方仓库](https://github.com/streamlit/streamlit) |
| **AkShare** | 获取金融市场数据 | [官方仓库](https://github.com/akfamily/akshare) |
| **Backtrader** | 执行量化交易策略回测 | [官方仓库](https://github.com/mementum/backtrader) |
| **Pyecharts** | 生成专业金融数据图表 | [官方仓库](https://github.com/pyecharts/pyecharts) |

## 快速开始

### 环境准备

确保已安装所有依赖包：

```bash
pip install -r requirements.txt
```

### 启动应用

执行以下命令启动Web界面：

```bash
streamlit run backtrader_app.py
```

### 策略测试

运行内置策略的单元测试：

```bash
python -m unittest tests.MaStrategyTest
```

## 支持的策略

本项目实现了以下量化交易策略：

- **MA策略** - 基于单一移动平均线的趋势跟踪策略
- **MACross策略** - 基于快慢双均线交叉的信号策略

## 参数配置指南

### AkShare数据参数

| 参数 | 说明 |
|------|------|
| **symbol** | 股票代码（如：600070） |
| **period** | 数据周期（日线、周线、月线） |
| **start date** | 数据起始日期 |
| **end date** | 数据结束日期 |
| **adjust** | 复权方式（qfq：前复权，hfq：后复权） |

### Backtrader回测参数

| 参数 | 说明 |
|------|------|
| **start date** | 回测开始日期 |
| **end date** | 回测结束日期 |
| **start cash** | 初始资金 |
| **commission fee** | 交易佣金比例 |
| **stake** | 每次交易股数 |

## 相关推荐

- [**FinVizAI**](https://github.com/chenwr727/FinVizAI.git) - 一键生成股票与期货分析视频
- [**akshare-gpt**](https://github.com/chenwr727/akshare-gpt.git) - 将AkShare集成到GPT中实现自然语言金融数据查询

Excerpt of 1,624 characters

Read on GitHub

Top contributors

No contributor data yet — it is fetched during the contributor sync pass.

Quality score

Would you bet a product on this? Bounded 0–100 and slow moving.

26/10026

Maintenance: 5%; How recently the default branch was pushed to
Releases: 25%; Recency and cadence of tagged releases
Community: 5%; Contributor breadth and bus factor
Issue backlog: 100%; Open issues measured against the size of the audience
Documentation: 45%; README depth, plus a homepage and topics
Licensing: 0%; How freely the code can be adopted

What to know before adopting

No commits in over a year
No tagged releases
No license — all rights reserved by default, not safe to reuse
No licence file — default copyright applies, all rights reserved.

Details

Created: 5 years ago
Last push: 2 years ago
Last release: none
Release tag: —
Releases in the last year: 0
Default branch: master
Size: 3.1k KB
Owner type: User
Owner location: —
Discovered via: topic:streamlit
First indexed: 3 months ago
Last synced: 6 days ago

chenwr727/stock-backtrader-web-app

26No licencePython

View on GitHub

Stars: 263
Forks: 68
Watchers: 2
Open issues: 0
Contributors: 1

Star history, last 90 days+5 over 14 snapshots

2026-07-30 · 2582026-11-04 · 263

Star history, last 90 days
Date	Stars
2026-07-30	258
2026-08-08	258
2026-08-21	259
2026-09-08	260
2026-09-15	261
2026-09-18	260
2026-09-20	260
2026-09-30	261
2026-10-10	262
2026-10-14	261
2026-10-16	262
2026-10-24	262
2026-10-31	263
2026-11-04	263

Today

— stars today

This week

+1 stars this week

This month

+2 stars this month

Momentum

0.0

growth rate 0.38%/day

From the README

# 股票回测Web应用

## 项目概述

这是一个基于Python的股票回测Web应用，集成了多个强大的开源库，为量化交易研究提供了一站式解决方案。通过直观的界面，用户可以获取市场数据、执行策略回测并可视化分析结果。

![demo](demo.gif)

### 核心特性

- **数据获取** - 通过AkShare实时获取A股市场数据
- **策略回测** - 利用Backtrader框架测试交易策略表现
- **结果可视化** - 使用Pyecharts生成专业图表展示
- **交互界面** - 基于Streamlit构建友好的Web操作环境

## 技术架构

| 组件 | 功能 | 链接 |
|------|------|------|
| **Streamlit** | 构建交互式数据应用界面 | [官方仓库](https://github.com/streamlit/streamlit) |
| **AkShare** | 获取金融市场数据 | [官方仓库](https://github.com/akfamily/akshare) |
| **Backtrader** | 执行量化交易策略回测 | [官方仓库](https://github.com/mementum/backtrader) |
| **Pyecharts** | 生成专业金融数据图表 | [官方仓库](https://github.com/pyecharts/pyecharts) |

## 快速开始

### 环境准备

确保已安装所有依赖包：

```bash
pip install -r requirements.txt
```

### 启动应用

执行以下命令启动Web界面：

```bash
streamlit run backtrader_app.py
```

### 策略测试

运行内置策略的单元测试：

```bash
python -m unittest tests.MaStrategyTest
```

## 支持的策略

本项目实现了以下量化交易策略：

- **MA策略** - 基于单一移动平均线的趋势跟踪策略
- **MACross策略** - 基于快慢双均线交叉的信号策略

## 参数配置指南

### AkShare数据参数

| 参数 | 说明 |
|------|------|
| **symbol** | 股票代码（如：600070） |
| **period** | 数据周期（日线、周线、月线） |
| **start date** | 数据起始日期 |
| **end date** | 数据结束日期 |
| **adjust** | 复权方式（qfq：前复权，hfq：后复权） |

### Backtrader回测参数

| 参数 | 说明 |
|------|------|
| **start date** | 回测开始日期 |
| **end date** | 回测结束日期 |
| **start cash** | 初始资金 |
| **commission fee** | 交易佣金比例 |
| **stake** | 每次交易股数 |

## 相关推荐

- [**FinVizAI**](https://github.com/chenwr727/FinVizAI.git) - 一键生成股票与期货分析视频
- [**akshare-gpt**](https://github.com/chenwr727/akshare-gpt.git) - 将AkShare集成到GPT中实现自然语言金融数据查询

Excerpt of 1,624 characters

Read on GitHub

Top contributors

No contributor data yet — it is fetched during the contributor sync pass.

Quality score

Would you bet a product on this? Bounded 0–100 and slow moving.

26/10026

Maintenance: 5%; How recently the default branch was pushed to
Releases: 25%; Recency and cadence of tagged releases
Community: 5%; Contributor breadth and bus factor
Issue backlog: 100%; Open issues measured against the size of the audience
Documentation: 45%; README depth, plus a homepage and topics
Licensing: 0%; How freely the code can be adopted

What to know before adopting

No commits in over a year
No tagged releases

Details

Created: 5 years ago
Last push: 2 years ago
Last release: none
Release tag: —
Releases in the last year: 0
Default branch: master
Size: 3.1k KB
Owner type: User
Owner location: —
Discovered via: topic:streamlit
First indexed: 3 months ago
Last synced: 6 days ago

Top AI Repos — open-source AI, indexed and scored

chenwr727/stock-backtrader-web-app

From the README

Top contributors

Quality score

What to know before adopting

Categories

Details

chenwr727/stock-backtrader-web-app

From the README

Top contributors

Quality score

What to know before adopting

Categories

Details

Top AI Repos — open-source AI, indexed and scored

Trend

From the README

Top contributors

Quality score

What to know before adopting

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Trend

From the README

Top contributors

Quality score

What to know before adopting

Categories

Details