VnPY: A Decade of Crafting a Python Quantitative Trading Open Source Framework

A question: If you were to build a quantitative trading system from scratch, how long would it take you? The answer could be several months or even longer. However, with VeighNa, this time can be reduced to just a few days. This open-source project, which has garnered 32.7k stars on GitHub, is changing the way … Read more

Practical Quantitative Trading with Python: Using Fuzzy Control for Stock Trading Signals

Practical Quantitative Trading with Python: Using Fuzzy Control for Stock Trading Signals

Hello everyone, I am Hua Jie. Today I want to share a practical quantitative strategy for short-term trading in A-shares, which does not use conventional MACD or RSI, but instead employs Fuzzy Control. Many beginners feel overwhelmed by quantitative strategies, but the core logic is quite simple: multiple indicators scoring, fuzzy judgment, and then making … Read more

EasyXT: A Python Library for Simplifying and Enhancing Quantitative Trading

EasyXT: A Python Library for Simplifying and Enhancing Quantitative Trading

The technology in the field of quantitative trading is becoming increasingly complex. To simplify this process and improve trading efficiency, we have developed EasyXT—a secondary development encapsulation library based on xtquant from miniqmt. EasyXT aims to provide a user-friendly and easy-to-use API interface, helping traders easily access quantitative trading. Project Address: https://github.com/quant-king299/EasyXT 🚀 Feature Overview: … Read more

Rust Trade: A High-Performance Cryptocurrency Trading System Built with Rust

Rust Trade: A High-Performance Cryptocurrency Trading System Built with Rust

⏱️ Reading time: Approximately 10 minutes ✨ Follow us for more quantitative knowledge insights Project Introduction Rust Trade is a comprehensive cryptocurrency trading system that combines high-performance market data processing capabilities with sophisticated backtesting tools, providing a one-stop solution for cryptocurrency quantitative trading. The system has the following core features: Real-time data collection: Obtains real-time … Read more

Open Source Project: Streamlined Binary Protocol Implementation for Shanghai and Shenzhen Stock Exchanges Based on Rust

Open Source Project: Streamlined Binary Protocol Implementation for Shanghai and Shenzhen Stock Exchanges Based on Rust

🚀 Project Highlights fin-proto-rs is a high-performance financial protocol code generation and binary encoding/decoding library implemented in Rust, specifically designed for trading systems, risk control systems, and other fintech applications! 💡 Core Features ✔️ Automatically generate Rust code from financial protocol definitions✔️ Efficient binary serialization/deserialization implementation✔️ Supports Shenzhen Stock Exchange (SZSE) and Shanghai Stock Exchange … Read more

Open Source Project – C++ Implementation of Streaming Binary Protocol for Shanghai and Shenzhen Stock Exchanges

Open Source Project - C++ Implementation of Streaming Binary Protocol for Shanghai and Shenzhen Stock Exchanges

📌 Introduction <span>fin-proto-cpp</span> is an open-source C++ protocol parsing library specifically designed for the financial sector, implementing a low-latency streaming binary protocol codec for the Shanghai Stock Exchange (SSE) and Shenzhen Stock Exchange (SZSE). The project features the following characteristics: ⚡ High-performance encoding and decoding: Processes exchange binary data streams in milliseconds, utilizing a zero-copy … Read more

Achieving Faster Performance in Quantitative Trading

Achieving Faster Performance in Quantitative Trading

Previous Articles How Quantitative Models Connect to Real Trading Interfaces The Truth About Free Level-2 (L2) Depth Data in Quantitative Trading The Only Free Compliant Real Trading Quantitative Trading API in China – miniQMT Click the blue text · to follow us Focusing on research in the quantitative trading industry, sharing trading technologies and industry … Read more

Developer of DIY Stock Trading Robot Sentenced!

Developer of DIY Stock Trading Robot Sentenced!

On May 19, 2025, the Shanghai Second Intermediate People’s Court made a final ruling on the case of Zhong, who was suspected of illegal business operations and copyright infringement, stating, “The appeal is rejected, and the original judgment is upheld; this ruling is final.”Thus,the first case supported by the Jing’an District Prosecutor’s Office, involving the … Read more

Why Quantitative Trading is Shifting from Python to Rust Instead of C++

Why Quantitative Trading is Shifting from Python to Rust Instead of C++

Previous ArticlesHow Quantitative Models Connect to Real Trading Interfaces The Truth About Free Level-2 (L2) Depth Data for Quantitative Trading The Only Free and Compliant Real Trading Quantitative Trading API in China – miniQMT Click the blue text · to follow us Focused on research in the quantitative trading industry, sharing trading technology and industry … Read more

Comparative Analysis of HTTP and ZMQ in Quantitative Trading Technology Selection

Comparative Analysis of HTTP and ZMQ in Quantitative Trading Technology Selection

Below is a comparison of the advantages and disadvantages of HTTP and ZMQ in the selection of quantitative trading technologies: Advantages of HTTP High universality and ease of use: As a widely used network protocol, almost all programming languages provide support for HTTP, allowing developers to easily find various libraries and tools in different languages … Read more