Overview
This repository is a comprehensive, curated collection of invaluable resources for anyone diving into or perfecting the art of systematic trading. It acts as a central hub, gathering the best libraries, packages, strategies, books, blogs, and tutorials to empower quantitative traders at every level. Whether you're a beginner looking to understand the fundamentals or a seasoned professional seeking cutting-edge tools, this resource aims to be your go-to guide.
Key Features
- Extensive Library Collection: Discover a vast array of 97+ libraries and packages for backtesting, live trading, analytics, broker APIs, data sourcing, and more, categorized by programming language and popularity.
- Diverse Strategy Insights: Explore over 40 strategies detailed by institutions and academics, covering a wide range of asset classes from bonds and commodities to cryptocurrencies and equities.
- Rich Learning Material: Access a curated list of 55+ books, from foundational guides for beginners to advanced texts for professionals, alongside 23+ videos and interviews, and a growing selection of blogs and courses.
- Python-Centric Focus: While multilingual, a significant portion of the resources and active development is centered around Python, making it highly accessible for a large community of traders.
- Community Driven: Encourages contributions and suggestions, fostering a collaborative environment for advancing quantitative trading knowledge.
- Specialized Content: Features dedicated sections for cryptocurrency trading, high-frequency trading, and specific analytical tools like indicators and optimization frameworks.
Typical Use Cases
- Developing Algorithmic Trading Strategies: Find robust libraries and frameworks to build, backtest, and deploy your own automated trading systems.
- Learning Quantitative Trading: Utilize the extensive book and tutorial resources to build a solid foundation in quantitative finance and trading concepts.
- Research and Analysis: Access tools for technical analysis, portfolio optimization, risk management, and performance metrics to deepen your market understanding.
- Exploring Asset-Class Specific Trading: Discover specialized libraries and strategies tailored for cryptocurrencies, equities, futures, and other financial instruments.
- Staying Up-to-Date: Keep abreast of the latest trends, tools, and methodologies in the fast-evolving field of systematic trading through the curated blog and video content.
- Building Trading Bots: Leverage the collection of trading bots and associated libraries to automate your trading activities.
