AI-Driven Quantitative Factor Discovery and Mining Platform for A-Share Markets
FactorGPT is an intelligent quantitative factor mining system that leverages LLM agents to automatically discover, evaluate, and select alpha factors from multi-source financial data. It combines the creative reasoning of Large Language Models with rigorous statistical validation to uncover novel predictive signals in A-share markets.
LLM agents propose novel alpha factors using multi-step reasoning and domain knowledge
7 integrated data sources covering fundamentals, technicals, sentiment, and alternative data
IC analysis, group backtesting, and stability checks ensure factor quality
Optimized factor expression engine with fast computation and caching
Interactive Plotly charts and dashboards for factor analysis
Plugin-based design allowing custom data sources and factor strategies