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watchsea's Projects

deep_trader icon deep_trader

This project uses reinforcement learning on stock market and agent tries to learn trading. The goal is to check if the agent can learn to read tape. The project is dedicated to hero in life great Jesse Livermore.

gym-anytrading icon gym-anytrading

The most simple, flexible, and comprehensive OpenAI Gym trading environment (Approved by OpenAI Gym)

pgportfolio icon pgportfolio

PGPortfolio: Policy Gradient Portfolio, the source code of "A Deep Reinforcement Learning Framework for the Financial Portfolio Management Problem"(https://arxiv.org/pdf/1706.10059.pdf).

py4fi icon py4fi

Python for Finance (O'Reilly)

q-trader icon q-trader

Deep Q-learning driven stock trader bot

rl-stock icon rl-stock

📈 如何用深度强化学习自动炒股

tensortrade icon tensortrade

An open source reinforcement learning framework for training, evaluating, and deploying robust trading agents.

tradinggym icon tradinggym

Trading and Backtesting environment for training reinforcement learning agent or simple rule base algo.

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