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Deep Learning and Machine Learning stocks represent promising opportunities for both long-term and short-term investors and traders.

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.

Deep Q-learning driven stock trader bot

Trading Environment(OpenAI Gym) + DDQN (Keras-RL)

Every day, millions of traders around the world are trying to make money by trading stocks. These days, physical traders are also being replaced by automated trading robots. Algorithmic trading market has experienced significant growth rate and large number of firms are using it. I have tried to ... Read more

Trading Environment(OpenAI Gym) + PPO(TensorForce)

Deep LSTM Duel DQN Reinforcement Learning Forex EUR/USD Trader

ChartScanAI is an advanced app for detecting patterns in stock and cryptocurrency charts using deep learning and YOLOv8. It automates chart pattern recognition, providing traders with a powerful tool for making informed decisions. Key features include real-time analysis, high accuracy for Buy/Sel... Read more

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backtrader with DRL ( Deep Reinforcement Learning)