ruc-datalab/DeepAnalyze
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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！
About
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:
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.
CoDA-Bench evaluates agents in a Linux sandbox with hundreds of data files. Given a natural-language question, an agent…
Excerpted from github.com/ruc-datalab/DeepAnalyze
Latest metrics
| Stars | 4.6k | 2026-09-12 |
|---|---|---|
| Forks | 733 | 2026-09-12 |
| Commits | 296 | 2026-09-12 |
| Releases | 0 | 2026-09-12 |
| Watchers | 51 | 2026-09-12 |
| Open issues | 17 | 2026-09-12 |
| Open PRs | 8 | 2026-09-12 |