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Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
🔥🔥🔥 [NeurIPS2025] MM-Agent: LLM as Agents for Real-world Mathematical Modeling Problem
| Date | Stars |
|---|---|
| 2026-07-31 | 619 |
| 2026-08-04 | 625 |
| 2026-08-06 | 625 |
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# MM Agent: LLMs as Agents for Real-world Mathematical Modeling Problems [](https://www.python.org/downloads/) [](https://pytorch.org/) [](https://openai.com/) [](LICENSE) [](https://neurips.cc/) <p align="center"> <a href="#-quick-start"><img src="https://img.shields.io/badge/🚀-Quick_Start-green?style=for-the-badge" alt="Quick Start"></a> <a href="#-core-features"><img src="https://img.shields.io/badge/⚡-Core_Features-blue?style=for-the-badge" alt="Core Features"></a> <a href="https://arxiv.org/abs/2505.14148"><img src="https://img.shields.io/badge/📄-Paper-orange?style=for-the-badge" alt="Paper"></a> <a href="https://github.com/usail-hkust/LLM-MM-Agent/issues/17"><img src="https://img.shields.io/badge/WeChat-Join_Group-07C160?style=for-the-badge&logo=wechat&logoColor=white" alt="WeChat"></a> <a href="https://github.com/usail-hkust/LLM-MM-Agent/stargazers"><img src="https://img.shields.io/github/stars/usail-hkust/LLM-MM-Agent?style=for-the-badge" alt="Stars"></a> <img src="https://komarev.com/ghpvc/?username=usail-hkust&repo=LLM-MM-Agent&style=for-the-badge" alt="Profile views"> </p> [English](README.md) · [中文版](README_zh.md) --- <p align="center"> <img src="assets/logo.png" alt="MM-Agent Logo" width="30%"> </p> <div align="center"> 🎯 **Mathematical Modeling Agent** • 📊 **Automated Problem Solving**<br> 🤖 **Intelligent Code Generation** • 📈 **End-to-End Workflow** 📄 [NeurIPS 2025 Paper](https://arxiv.org/abs/2505.14148) •  [💬 Join WeChat Group](#-contact--community) •  [⭐ Star Us](https://github.com/usail-hkust/LLM-MM-Agent/stargazers) </div> --- ## 📰 News 1. **2026-05** 🎉 **Open-source Demo Released / 开源 Demo 已发布** 🚀 Deploy the upgraded mathematical modeling platform locally with the open-source demo, including the Next.js frontend, FastAPI backend, BYOK configuration, and E2B sandbox support. 欢迎使用开源 Demo 本地部署升级后的数学建模平台，包含 Next.js 前端、FastAPI 后端、BYOK 配置和 E2B 沙盒支持。 👉 使用说明 / Usage: [demo/README.md](./demo/README.md) 2. **2026-01** 🎉 **Latest Demo Now Live / 最新演示已上线** 🚀 Experience our upgraded mathematical modeling platform! Join our WeChat group to get your invitation code for early access. 欢迎加入我们的微信群获取邀请码，抢先体验升级后的数学建模平台！ 👉 访问 / ~~Visit: [http://cdn.mmagent.top/](http://cdn.mmagent.top/)~~ （Our demo link is no longer available due to server expiration. See the open-source demo above.） 3. **2026-01** ✨ **DSLIGHTING: 全流程数据科学智能助手 / End-to-End Data Science Intelligent Assistant** 🌟 支持完整的数据科学工作流，数学建模场景专用优化 / Supports complete data science workflow with specialized optimization for mathematical modeling scenarios 👉 访问 / Visit: [https://github.com/usail-hkust/dslighting](https://github.com/usail-hkust/dslighting) 4. **2025-12** 🔥 **Upcoming Update**: We will soon release the latest upgraded version of the demo. Please **Star** 🌟 our repository! We will issue service accounts based on the Star list (due to limited server capacity) to help everyone better prepare for the MCM/ICM contest. (即将更新：我们将很快发布最新升级版演示。请 **Star** 🌟 我们的仓库！由于服务器容量有限，我们将根据 Star 列表发放服务账号，帮助大家更好的备战美赛。) 5. **2025-10** 🚀 **MM-Agent assisted two undergraduate teams in winning the Finalist Award** (Top 2.0% among 27,456 teams) in **MCM/ICM 2025**, demonstrating its practical effectiveness as a *modeling copilot*. 🔗 [在线体验 / Online Demo](https://huggingface.co/
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Would you bet a product on this? Bounded 0–100 and slow moving.
matched fp:fe1090a4186c699a, llm:Repository title and description: 'LLM-MM-Agent' and 'MM-Agent: LLM as Agents for Real-world Mathematical Modeling Problem' (NeurIPS2025). Python project using LLM agents for mathematical modeling (multimodal indicated by 'MM').
matched fp:fe1090a4186c699a, llm:Repository title and description: 'LLM-MM-Agent' and 'MM-Agent: LLM as Agents for Real-world Mathematical Modeling Problem' (NeurIPS2025). Python project using LLM agents for mathematical modeling (multimodal indicated by 'MM').
matched fp:fe1090a4186c699a, llm:Repository title and description: 'LLM-MM-Agent' and 'MM-Agent: LLM as Agents for Real-world Mathematical Modeling Problem' (NeurIPS2025). Python project using LLM agents for mathematical modeling (multimodal indicated by 'MM').