Shypd.aiThe largest open index of AI toolsSGX-Full-OrderBook-Tick-Data-Trading-Strategy is an open-source project for high-frequency trading strategies. It utilizes data science and machine learning on full order book tick data to capture market dynamics.
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SGX-Full-OrderBook-Tick-Data-Trading-Strategy is an open-source project designed for developing and implementing high-frequency trading (HFT) strategies. It leverages data science and machine learning techniques to analyze full order book tick data, providing insights into market microstructure. The framework is built to capture the intricate dynamics of high-frequency limit order books, which is crucial for HFT. Key features include methods for feature extraction, such as Rise Ratio and Depth Ratio, enabling users to derive meaningful signals from raw tick data. This project is ideal for quantitative researchers and traders looking to backtest and deploy sophisticated trading algorithms.
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