TradeMaster is an open source platform for quantitative trading (QT), which fully integrates reinforcement learning (RL) technology into the entire quantitative trading process. From data preparation,...
TradeMaster is an open source platform for quantitative trading (QT), which fully integrates reinforcement learning (RL) technology into the entire quantitative trading process. From data preparation, algorithm implementation, evaluation to deployment, TradeMaster provides developers and researchers with a "one-stop" solution. --- 1. Latest news Updates Status --- --- Added FinAgent and EarnMore 🔨 Updated on October 29, 2024 Update Market Simulator 🔨 Updated on September 21, 2023 Update Market Dynamics Modeling Tool 🔧 Updated on July 7, 2023 Support automatic feature generation and selection 🔨 Tutorial updated on May 11, 2023 Release Python package 🐳 Updated on May 11, 2023 Build TradeMaster website 🐳 April 23, 2023 Writing software documentation 💬 Updated on April 11, 2023 Release Colab version 💬 Updated on March 29, 2023 Added Hong Kong stocks and futures data set 🧭 Updated on March 27, 2023 Support Alpha158 indicator 🔨 Updated on March 20, 2023 Officially released TradeMaster 1.0.0 March 5, 2023 --- 2. Overview of TradeMaster TradeMaster divides the quantitative trading workflow into six major modules: 1. Multi-modal market data: covering different financial assets and multiple frequencies; 2. Complete data preprocessing pipeline: automatic cleaning, feature generation, etc.; 3. High-fidelity market simulator: includes a variety of mainstream…
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