Shypd.aiThe largest open index of AI toolsPersonae is an open-source AI tool for quantitative trading that implements Deep Reinforcement Learning and Supervised Learning methods. It provides a simulated financial market environment for stock and future trading experiments.
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Personae is an open-source repository designed for quantitative trading, leveraging both Deep Reinforcement Learning (DRL) and Supervised Learning (SL) techniques. It offers implementations of various DRL algorithms like DDPG, Double-DQN, Dueling-DQN, and Policy Gradient, alongside SL methods such as DA-RNN, TreNet, and Naive-LSTM. The tool includes a simulated financial market environment that supports both stock and future data, allowing users to train and test trading agents and price predictors. Personae is ideal for researchers and developers interested in applying advanced AI models to financial markets, providing a flexible framework for experimenting with different algorithms and data sets. It emphasizes the importance of custom features and higher-frequency data for more robust results.
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