All notable changes to WinstonAI will be documented in this file.
The format is based on Keep a Changelog, and this project adheres to Semantic Versioning.
- Comprehensive README.md with project documentation
- LICENSE file (MIT License)
- CONTRIBUTING.md with contribution guidelines
- CODE_OF_CONDUCT.md for community standards
- requirements.txt for dependency management
- setup.py for package installation
- GitHub issue templates
- GitHub pull request template
- CI/CD workflow with GitHub Actions
- Enhanced .gitignore for Python projects
1.1.0 - 2024-XX-XX
- GPU-optimized training with RTX 3060 Ti support
- Ultra-high performance live trading bot
- Advanced technical indicators with GPU acceleration
- Multi-head attention mechanism (16 heads)
- Mixed precision (FP16/FP32) training support
- Comprehensive GPU monitoring and benchmarking tools
- Real-time performance logging
- Advanced risk management features
- 5-second timeframe reinforcement learning training
- Model architecture with 4-layer LSTM networks
- Memory-efficient replay buffer management
- Gradient clipping and stability improvements
- Training speed and GPU utilization
- Real-time market data processing
- Configuration management system
- Memory leaks during extended training sessions
- GPU memory optimization
- Trading bot stability issues
1.0.0 - Initial Release
- Basic WinstonAI model architecture
- Dueling DQN implementation
- Technical indicators calculation
- Live trading bot integration with PocketOption
- Historical data downloading capabilities
- Training and evaluation scripts
- Basic configuration files
- Training results visualization
- Deep Q-Network (DQN) for trading decisions
- Support for multiple forex pairs
- Real-time market data processing
- Technical analysis indicators (SMA, EMA, MACD, RSI, etc.)
- Experience replay mechanism
- Target network for stable training
- New features
- Changes in existing functionality
- Soon-to-be removed features
- Removed features
- Bug fixes
- Security updates and vulnerability fixes
WinstonAI follows Semantic Versioning:
- MAJOR version for incompatible API changes
- MINOR version for new functionality in a backwards compatible manner
- PATCH version for backwards compatible bug fixes