FinRL

Deep reinforcement learning framework for stock trading, 35k+ stars

FinRL is the pioneering open-source framework for applying deep reinforcement learning to stock trading and portfolio management. With 35k+ GitHub stars, it provides a standardized environment for training DRL agents on historical market data across multiple asset classes. FinRL includes pre-built trading environments, state representations using financial indicators, and backtesting infrastructure.