Add FinRL integration with comprehensive RL trading agent
Edwin Salguero
2c67d05
- Add FinRL agent with support for PPO, A2C, DDPG, and TD3 algorithms
- Create custom trading environment compatible with Gymnasium
- Implement technical indicators integration (RSI, Bollinger Bands, MACD)
- Add comprehensive configuration system for FinRL parameters
- Create demo script with training, evaluation, and visualization
- Add comprehensive test suite for FinRL functionality
- Update requirements.txt with FinRL dependencies
- Update README with detailed FinRL documentation
- Create necessary directories for models, logs, and plots
Initial commit: Enhanced Algorithmic Trading System with Synthetic Data Generation, Comprehensive Logging, and Extensive Testing
Edwin Salguero
859af74
- Added synthetic data generator with realistic market data simulation
- Implemented comprehensive logging system with rotating log files
- Created extensive test suite with unit and integration tests
- Enhanced strategy agent with technical indicators (SMA, RSI, Bollinger Bands, MACD)
- Improved execution agent with realistic order simulation
- Added backtesting and live trading capabilities
- Updated configuration system with synthetic data and logging settings
- Created comprehensive documentation and demo script
