{"repo":"FreedomIntelligence/TwinMarket","free":true,"listed":false,"github":"https://github.com/FreedomIntelligence/TwinMarket","clone":"git clone https://github.com/FreedomIntelligence/TwinMarket.git","description":"[NeurIPS 2025 & ICLR 2025 Financial AI Best Paper Award] A multi-agent framework that leverages LLMs to simulate socio-economic systems","language":"Python","stars":210,"topics":["agent","computational-social-science","fintech","social-simulation"],"license":"MIT","category":"ai-agents","readme_excerpt":"TwinMarket: A Scalable Behavioral and Social Simulation for Financial Markets ## 💡 Update - 09/2025: TwinMarket was accepted to NeurIPS 2025. See you in San Diego! 🌊 - 04/2025: TwinMarket won the Best Paper Award 🏆 at the Advances in Financial AI Workshop @ ICLR 2025. 📖 Overview TwinMarket is an innovative stock market simulation system powered by Large Language Models (LLMs). It simulates realistic trading environments through multi-agent collaboration, covering personalized trading strategies, social network interactions, and news/information analysis for an end-to-end market simulation. 🎯 Key Features - 🤖 Intelligent Trading Agents : LLM-driven, personalized decision-making - 🌐 Social Network Simulation : Forum-style interactions and user relationship graphs - 📊 Multi-dimensional Analytics : Technical indicators, news, and market sentiment - 🎲 Behavioral Finance Modeling : Includes disposition effect, lottery preference, and more - ⚡ High-performance Concurrency : Scalable simulation for large user populations - 📈 Real-time Matching Engine : Full order matching and execution 🚀 Quick Start 📝 Development Guide Extend Trading Strategies Implement new strategies in trader/trading agent.py : Add New Evaluation Metrics Add metrics in trader/utility.py : 📚 Awesome Papers Using TwinMarket We welcome community contributions. If your paper uses TwinMarket, feel free to open a PR and add it here. Title Code Paper --- --- --- Interpreting Emergent Extreme Events in Multi-","default_branch":null,"files":null,"tree":[],"storefront":"/r/FreedomIntelligence","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/FreedomIntelligence/TwinMarket/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}