{"repo":"ruc-datalab/DeepAnalyze","free":true,"listed":false,"github":"https://github.com/ruc-datalab/DeepAnalyze","clone":"git clone https://github.com/ruc-datalab/DeepAnalyze.git","description":"DeepAnalyze is the first agentic LLM for autonomous data science. 🎈你的AI数据分析师，自动分析大量数据，一键生成专业分析报告！","language":"Python","stars":4526,"topics":["agent","agentic","agentic-ai","chatbot","data","data-analysis","data-engineering","data-science","data-visualization","llm"],"license":"MIT","category":"ai-agents","readme_excerpt":"DeepAnalyze: Agentic Large Language Models for Autonomous Data Science Authors : Shaolei Zhang, Ju Fan , Meihao Fan, Guoliang Li, Xiaoyong Du Renmin University of China, Tsinghua University DeepAnalyze is the first agentic LLM for autonomous data science. It can autonomously complete a wide range of data-centric tasks without human intervention, supporting: - 🛠 Entire data science pipeline : Automatically perform any data science tasks such as data preparation, analysis, modeling, visualization, and report generation. - 🔍 Open-ended data research : Conduct deep research on diverse data sources, including structured data (Databases, CSV, Excel), semi-structured data (JSON, XML, YAML), and unstructured data (TXT, Markdown), and finally produce analyst-grade research reports. - 📊 Fully open-source : The model, code, training data, and demo of DeepAnalyze are all open-sourced, allowing you to deploy or extend your own data analysis assistant. 🔥 News - [2026.07] : We look forward to releasing DeepPrep , a data-preparation companion to DeepAnalyze that turns raw tables into analysis-ready data. More about DeepPrep DeepPrep is an LLM-powered agentic system for autonomous data preparation. It constructs data-preparation pipelines through execution-grounded interaction with intermediate table states and runtime feedback, helping clean, transform, and standardize raw data before downstream analysis. ▶️ Demo: https://github.com/user-attachments/assets/6b94927f-5c0c-4cfe-bc33-de56b8e","default_branch":null,"files":null,"tree":[],"storefront":"/r/ruc-datalab","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/ruc-datalab/DeepAnalyze/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."}