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v2026.5.31 — AI Factor Mining + P0-P2 Full Stack

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@SZWzz SZWzz released this 31 May 06:29
· 444 commits to main since this release

🧬 AI Factor Mining Engine

  • Genetic programming expression tree evolution (20+ operators)
  • Walk-Forward cross-validation + Benjamini-Hochberg correction
  • LLM-guided factor extraction from PDFs + multi-LLM debate filter
  • Hybrid GP+LLM co-evolution with cost controls
  • Real-time SSE evolution chart + expression tree viewer

🔍 Smart Stock Screener

  • Multi-condition filtering across 450+ factors + 11 technical indicators
  • Whitelist-validated parameterized SQL queries

📊 Performance Attribution

  • Brinson decomposition + Factor cross-sectional regression + Sector P&L

🔬 Strategy Statistical Comparison

  • Paired t-test, Bootstrap Sharpe CI, White's Reality Check, CAPM/FF3

⏰ Scheduled Tasks Engine

  • 6 task types with visual cron builder + execution history

📰 News Sentiment Analysis

  • Chinese NLP sentiment scoring + trending topics

🔄 Strategy Version Control

  • Auto-versioning with unified diff viewer + one-click rollback

🛒 Strategy Marketplace

  • Publish/Browse/Rate/Install strategies

📈 Options Analysis

  • Black-Scholes + Binomial Tree + full Greeks + Implied Volatility

🚀 Live Trading Bridge

  • 5-step pre-flight validation + Paper→Live promotion

🎓 Onboarding Wizard

  • 6-step guided setup

📱 Mobile Responsive Layout

  • Adaptive sidebar + bottom nav + touch-friendly inputs

🔧 Infra

  • Cross-worker SSE bus (PG LISTEN/NOTIFY)
  • GP performance profiler
  • Factor wide table ETL
  • LLM prompt cache
  • Data source status optimization (5-min cache, parallel checks)