{"repo":"HKUSTDial/DeepFund","free":true,"listed":false,"github":"https://github.com/HKUSTDial/DeepFund","clone":"git clone https://github.com/HKUSTDial/DeepFund.git","description":"🔥[NeurIPS'25] DeepFund: Pilot for Your Next Fund Investment","language":"Python","stars":291,"topics":["agent","benchmark","fintech","fintech-api","investment","llms","financial-ai","information-leakage","multi-agent-systems","active-fund-management"],"license":"MIT","category":"ai-agents","readme_excerpt":"💰💰 DeepFund 🔥🔥 Will LLMs Be Professional At Fund Investment? This project serves as an ideal solution to the above key question. We evaluate the trading capability of LLM across various financial markets given a unified environment. The LLM shall ingest external information, drive a multi-agent system, and make trading decisions. The LLM performance will be presented in a trading arena view across various dimensions. 🏁 Car-racing is for illustration only. LLM performance is subject to the real market. ‼️ This project is for research purposes only, it DOES NOT TRADE . Updates - 2026-03: We collaborate with FinTech startup, Paradoox AI for buiding trustworthy AI solution for financial organizations. Open roles for AI Engineers and Research Assistant . If you are interested, please check out our recruitment post (Chinese Version only). - 2025-10: Check out the latest news about DeepFund on QuantML (link) and SyncedTech (机器之心,link). Besides, our project won the Best Open-source Award (最佳开源项目) in AI Agent 2025 competition (link). - 2025-09: Our project paper is accepted by NeurIPS 2025 as a poster. - 2025-08: Our vision paper is accepted by IJCAI 2025 FinLLM Workshop with Oral Paper Award. - 2025-06: DeepFund & Arena Leaderboard is available for demonstration. - 2025-05: Our project paper) is released on arXiv. Contact Us This project aims to be aligned with TRL 1 – 9 progression , self-rated as 4 (What is TRL?), from exploratory research to production-ready systems, so we we","default_branch":null,"files":null,"tree":[],"storefront":"/r/HKUSTDial","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/HKUSTDial/DeepFund/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."}