GitHub 量化交易开源项目资源

> 收录 GitHub 上最受欢迎的量化交易、回测、机器学习交易开源项目（截至 2026-04-06 00:04 Asia/Shanghai）

🧠 AI Agent 量化交易 (新热门!)

📊 量化交易框架

🤖 机器学习/AI量化

📰 新闻/情绪分析量化

🔬 预测市场 (Polymarket/Kalshi)

🏦 A股/中国量化

🚀 快速安装

# 核心回测框架
pip install backtrader
pip install backtesting
pip install vectorbt

# 机器学习/AI量化
pip install pybroker
pip install qlib

# 数据获取
pip install akshare
pip install tushare
pip install yfinance

# 加密货币
pip install hummingbot
pip install freqtrade
pip install ccxt

# 组合优化
pip install riskfolio-lib

📋 更新日志

• 2026-04-06 02:04 Asia/Shanghai: 同步安装 ClawHub 量化技能：quant (3.011⭐), quant-trading-cn (3.516⭐), quant-strategy (3.425⭐), quant-testing (3.289⭐)；注意：GitHub API 访问受限，无法实时更新 stars 数据
• 2026-04-06 00:04 Asia/Shanghai: 更新 stars：TradingAgents 47356, OpenBB 65393, qlib 40237, vnpy 38862, freqtrade 48371, ccxt 41653, FinGPT 19020, daily_stock_analysis 28101, TradingAgents-CN 23456, dexter 20977, valuecell 10218, AI-Trader 12161, Polymarket 2759, akshare 18032, backtrader 21036, LLM-Trading-Lab 7432; 新增 ClawHub 技能 quant-analyst (899⭐)
• 2026-04-05 18:04 Asia/Shanghai: 更新 stars：TradingAgents 47230, OpenBB 65365, qlib 40215, vnpy 38847, freqtrade 48356, ccxt 41651, FinGPT 19015, daily_stock_analysis 28053, TradingAgents-CN 23416, dexter 20960, valuecell 10213, AI-Trader 12148, Polymarket 2753, akshare 18023, backtrader 21034
• 2026-04-04 00:04 Asia/Shanghai: 更新 stars：TradingAgents 46546, OpenBB 65248, qlib 40120, vnpy 38795, freqtrade 48293, ccxt 41633, FinGPT 18984, daily_stock_analysis 27883, TradingAgents-CN 23244, dexter 20876, valuecell 10195, AI-Trader 12111
• 2026-04-03 18:04 Asia/Shanghai: 更新 stars：TradingAgents 46431, OpenBB 65208, qlib 40105, vnpy 38786, freqtrade 48286, ccxt 41629, FinGPT 18978, daily_stock_analysis 27840, TradingAgents-CN 23183, dexter 20855, valuecell 10193, AI-Trader 12102
• 2026-04-02 16:04 Asia/Shanghai: 更新 stars：TradingAgents 45873, OpenBB 64996, qlib 39929, vnpy 38742, freqtrade 48256, FinGPT 18969, daily_stock_analysis 27642, TradingAgents-CN 22649, dexter 20769, valuecell 10170, AI-Trader 12062
• 2026-04-01 08:04 Asia/Shanghai: 更新 stars：TradingAgents 45176, OpenBB 64818, qlib 39613, vnpy 38677, FinGPT 18952, daily_stock_analysis 27344, TradingAgents-CN 22414, valuecell 10119, dexter 20676
• 2026-03-31 18:04 Asia/Shanghai: 新增 ClawHub 量化相关技能：quantitative-research (833⭐), tradingview-quantitative (387⭐)
• 2026-03-31 18:04 Asia/Shanghai: 更新 stars：TradingAgents 44867, dexter 20634, valuecell 10083, AI-Trader 12021, OpenBB 64758, qlib 39570, vnpy 38649, freqtrade 48203, FinGPT 18948, daily_stock_analysis 27263, TradingAgents-CN 22370
• 2026-03-31 00:04 Asia/Shanghai: 更新 stars：OpenBB 64373, vnpy 38615, TradingAgents 44431, dexter 20563, FinGPT 18942; 新增 KylinMountain/TradingAgents-AShare 95⭐; valuecell 9933⭐
• 2026-03-30 20:04 Asia/Shanghai: 更新 stars：OpenBB 63527, vnpy 37800, qlib 38900, freqtrade 48100；新增 AIBrokers 等项目
• 2026-03-30 12:04 Asia/Shanghai: 更新 stars；新增 myhhub/stock, Jack-Cherish/quantitative
• 2026-03-29 08:04 UTC: 更新 stars；新增 HKUDS/AI-Trader, Polymarket/agents 章节
• 2026-03-28: 新增 virattt/dexter, FinRL-Trading, AutoHedge, atlas-gic 等 AI Agent 项目
• 2026-03-24: 新增 VectorBT; 更新至最新 stars 数据
• 2026-03-22: 初始版本，收录 30+ 热门项目

数据来源: GitHub API + ClawHub (截至 2026-04-02 16:04 Asia/Shanghai)