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

Quantitative analysis, strategies and backtests

Algorithmic Trading in Python with Machine Learning

ArbitrageLab is a python library that enables traders who want to exploit mean-reverting portfolios by providing a complete set of algorithms from the best academic journals.

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

alpha101, alpha191, alphalens, backtrader, 量化研究

Source code for Algorithmic Trading with Python (2020) by Chris Conlan

This repository contains the python codes as well as data files which have been included in the ML for Trading ebook

qstock由“Python金融量化”公众号开发，试图打造成个人量化投研分析包，目前包括数据获取（data）、可视化(plot)、选股(stock)和量化回测（策略backtest）模块。 qstock将为用户提供简洁的数据接口和规整化后的金融市场数据。可视化模块为用户提供基于web的交互图形的简单接口； 选股模块提供了同花顺的选股数据和自定义选股，包括RPS、MM趋势、财务指标、资金流模型…

股票AI操盘手：从学习、模拟到实盘，一站式平台。包含股票知识、策略实例、因子挖掘、传统策略、机器学习、深度学习、强化学习、图网络、高频交易、C++部署和聚宽实例代码等，可以方便学习、模拟及实盘交易

TuShare is a utility for crawling historical data of China stocks

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。

量化研究-券商金工研报复现

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

All Algorithms implemented in Python

Quant/Algorithm trading resources with an emphasis on Machine Learning

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

A curated list of practical financial machine learning (FinML) tools and applications in Python.

Developing Options Trading Strategies using Technical Indicators and Quantitative Methods

Python toolkit for quantitative finance

Collection of notebooks about quantitative finance, with interactive python code.

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

TensorFlow code and pre-trained models for BERT