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TPTBusiness 3a1de6eb42 docs: Add comprehensive CHANGELOG.md for v1.0.0 release

- Documented all features added in v1.0.0
- Organized by categories: Added, Changed, Fixed, Dependencies
- Includes Acknowledgments section
- References upstream RD-Agent changelog
- Follows Keep a Changelog format
- Semantic Versioning compliant

Co-authored-by: Qwen-Coder <qwen-coder@alibabacloud.com>

2026-04-02 20:43:17 +02:00

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Changelog

All notable changes to Predix will be documented in this file.

The format is based on Keep a Changelog, and this project adheres to Semantic Versioning.

[1.0.0] - 2026-04-02

✨ Added

Autonomous Factor Generation
- 110+ EURUSD factors generated autonomously using LLMs
- Multi-agent debate system (Bull/Bear/Neutral analysts)
- Stanley Druckenmiller-style macro analysis agent
- Market regime detection using Hurst Exponent
Backtesting Engine
- IC (Information Coefficient) calculation
- Sharpe Ratio, Sortino Ratio, Calmar Ratio
- Max Drawdown with start/end dates
- Win Rate, Total Trades tracking
- Transaction cost modeling
Results Database
- SQLite database for tracking all backtest results
- Factors, backtest runs, loop results tables
- Queries for top factors by Sharpe/IC
- Aggregate statistics
Risk Management
- Correlation matrix between factors
- Portfolio optimization (Mean-Variance, Risk Parity)
- Position sizing with volatility adjustment
- Risk limits (position size, leverage, drawdown)
Dashboards & UI
- Web Dashboard (Flask + HTML) with live progress
- CLI Dashboard (Rich library) for terminal
- Real-time macro data display
- Session-aware analysis (Asian/London/NY)
Testing Infrastructure
- 97 unit tests with 98.77% code coverage
- Edge case testing for all metrics
- Integration tests for full workflows
- pytest configuration
Documentation
- Comprehensive QWEN.md (development guide)
- ATTRIBUTION.md (usage guidelines)
- README.md (installation, quick start)
- All code comments in English
Developer Experience
- English-only commit messages policy
- Clean git history
- .gitignore for sensitive files
- Makefile for common tasks

🔧 Changed

Rebranded from RD-Agent to Predix for EUR/USD quantitative trading
Updated project metadata for PredixAI organization
All code comments translated to English
Removed 'Inspired by' comments, added comprehensive Acknowledgments
Enhanced .gitignore for better file management

🛡️ Fixed

Removed all Chinese stock references, replaced with EUR/USD 1min FX data
Migrated to 1min EURUSD data (2020-2026)
Injected MultiIndex warning into factor interface prompt
Fixed Embedding Context Length errors with intelligent chunking
Removed test configuration files from root directory
Cleaned up log files and test artifacts from git history

📦 Dependencies

Python 3.10/3.11
PyTorch for deep learning
Qlib for backtesting
Flask for web dashboard
Rich/Typer for CLI
pytest for testing (98.77% coverage)

🙏 Acknowledgments

Built on Microsoft RD-Agent framework (MIT License)
Inspired by TradingAgents (Apache 2.0 License)
Concepts from ai-hedge-fund

[Unreleased]

Historical Changes (from RD-Agent upstream)

For earlier changes inherited from the RD-Agent project, see the upstream changelog.

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