Quant Open Source Projects

Qlib is an AI-oriented Quant investment platform that aims to use AI tech to empower Quant Research, from exploring ideas to implementing productions. Qlib supports diverse ML modeling paradigms, including supervised learning, market dynamics modeling, and RL, and is now equipped with https://github.com/microsoft/RD-Agent to automate R&D process.

基于Python的开源量化交易平台开发框架

A curated list of insanely awesome libraries, packages and resources for Quants (Quantitative Finance)

AKShare is an elegant and simple financial data interface library for Python, built for human beings! 开源财经数据接口库

Zipline, a Pythonic Algorithmic Trading Library

阿布量化交易系统(股票，期权，期货，比特币，机器学习) 基于python的开源量化交易，量化投资架构

Python toolkit for quantitative finance

QUANTAXIS 支持任务调度 分布式部署的 股票/期货/期权 数据/回测/模拟/交易/可视化/多账户 纯本地量化解决方案

Python quantitative trading strategies including VIX Calculator, Pattern Recognition, Commodity Trading Advisor, Monte Carlo, Options Straddle, Shooting Star, London Breakout, Heikin-Ashi, Pair Trading, RSI, Bollinger Bands, Parabolic SAR, Dual Thrust, Awesome, MACD

A curated list of practical financial machine learning tools and applications.

A curated list of awesome libraries, packages, strategies, books, blogs, tutorials for systematic trading.

交易模块

30天掌握量化交易 (持续更新)

Portfolio analytics for quants, written in Python

A extendable, replaceable Python algorithmic backtest && trading framework supporting multiple securities

🔬 A curated list of awesome LLMs & deep learning strategies & tools in financial market.

WonderTrader——量化研发交易一站式框架

量化研究-券商金工研报复现

Github.com/CryptoSignal - Trading & Technical Analysis Bot - 4,100+ stars, 1,100+ forks

缠中说禅技术分析工具；缠论；股票；期货；Quant；量化交易

中国的Quant相关资源索引

High-performance TensorFlow library for quantitative finance.

免费开源A股量化交易数据库； 专注A股，专注量化，向阳而生； 开放、纯净、持续、为Ai(爱)发电。为个人量化交易而生，保卫3000点，珍惜底部机会......【股票数据，股票行情数据，股票量化数据，股票交易数据，k线行情数据，股票概念数据，股票数据接口，行情数据接口，量化交易数据】【多数据源融合，动态设置代理，保障数据高可用性】

天勤量化开发包, 期货量化, 实时行情/历史数据/实盘交易

A curated list of insanely awesome libraries, packages and resources for systematic trading. Crypto, Stock, Futures, Options, CFDs, FX, and more | 量化交易 | 量化投资

modular quant framework.

Quant/Algorithm trading resources with an emphasis on Machine Learning

股票行情实时数据接口-A股,完全免费的沪深证券股票数据-中国股市,python最简封装的API接口,包含日线,历史K线,分时线,分钟线,全部实时采集，系统包括新浪腾讯双数据核心采集获取，自动故障切换，STOCK数据格式成DataFrame格式,可用来查询研究量化分析，股票程序自动化交易系统.为量化研究者在数据获取方面极大地减轻工作量，更加专注于策略和模型的研究与实现。

Hikyuu Quant Framework 基于C++/Python的超高速开源量化交易研究框架，同时可基于策略部件进行资产重用，快速累积策略资产。

openctp提供CTP股票期权、中泰证券XTP、华鑫证券奇点TORA、东方证券OST、东方财富证券EMT、盈透证券TWS、易盛TAP、量投QDP等各通道的CTPAPI兼容接口，CTP程序可以无缝对接各股票柜台。openctp也提供了一套基于TTS交易系统的模拟环境，同样提供了CTPAPI兼容接口，不仅支持国内期货与期权全品种，也支持A股股票、基金、债券以及股票期权模拟交易，可以替代Simnow，为CTP量化交易开发者提供7x24可用的模拟环境。

MyTT将通达信,同花顺,文华麦语言等指标公式,最简移植到Python中,核心库单个文件，仅百行代码,十几个核心函数，神奇的实现所有常见技术指标算法（不依赖talib库）的纯python实现和转换通达信MACD,RSI,BOLL,ATR,KDJ,CCI,PSY等公式,全部基于pandas函数计算方法封装，简洁且高性能，能非常方便的应用在股票指标公式,股市期货量化框架分析,自动程序化交易,数字货币量化等领域,它是您最精练的股市量化工具。Python library with most stock market indicators.

Quant-UX - Prototype, Test and Learn

Providing the solutions for high-frequency trading (HFT) strategies using data science approaches (Machine Learning) on Full Orderbook Tick Data.

Jupyter Notebooks and code for Python for Finance (2nd ed., O'Reilly) by Yves Hilpisch.

BackTrader中文教程笔记（by：量化投资与机器学习），系统性介绍Bactrader的特性、策略构建、数据结构、回测交易等，彻底掌握量化神器的使用方法。章节：介绍篇、数据篇、指标篇、交易篇、策略篇、可视化篇……（持续更新中）

Open-source Rust framework for building event-driven live-trading & backtesting systems

Cryptocurrency Exchange REST API SDK Wrapper Implemented With the golang, Supporting OKX, Binance

开放式的缠论python实现框架，支持形态学/动力学买卖点分析计算，多级别K线联立，区间套策略，可视化绘图，多种数据接入，策略开发，交易系统对接；

Python for Finance (O'Reilly)

Machine Learning in Asset Management (by @firmai)

wtpy是基于wondertrader为底层的针对python的子框架

高频量化交易平台 C++ Trade Platform for quant developer 【浮生着甚苦奔忙，量化之路阻且长。 行行代码凝心血，十年辛苦不寻常】

The Official Python SDK for Alpaca API

Indicator Go delivers a rich set of technical analysis indicators, customizable strategies, and a powerful backtesting framework. No dependencies, just pure simplicity. ✨ See how! 👀

策略易（StrategyEase）Python SDK，策略自动化交易 API 及量化平台。

quant framework for stock

Docker image with IB Gateway/TWS and IBC

An Open Source Portfolio Backtesting Engine for Everyone | 面向所有人的开源投资组合回测引擎

FinHack®，一个易于拓展的量化金融框架，它在当前版本中集成了数据采集、因子计算、因子挖掘、因子分析、机器学习、策略编写、量化回测、实盘接入等全流程的量化投研工作。

A package that lets you create TradingView screeners in Python

Funcat 将同花顺、通达信、文华财经麦语言等的公式写法移植到了 Python 中。

Courses, Articles and many more which can help beginners or professionals.

简单易用的期货实盘ctp交易框架

Guide on how to prepare for quant trading roles out of college

Quantitative Interview Preparation Guide, updated version here ==>

Modular Python library that provides an advanced event driven backtester and a set of high quality tools for quantitative finance. Integrated with various data vendors and brokers, supports Crypto, Stocks and Futures.

Howtrader: A crypto quant framework for developing, backtesting, and executing your own trading strategies. Seamlessly integrates with TradingView and other third-party signals. Simply send a post request to automate trading and order placement. Supports Binance and Okex exchanges.

Quant Examples Based on Backtrader.

low-cost, high-efficiency, easy-to-implement

量化交易工具。同花顺手机版模拟炒股python API，基于uiautomator2和图色方法实现。【可自行扩展到实盘】