DeepAnalyze

Data Analysis & Visualization
Actively maintained4.2Kupdated 1 month ago
Python
MIT

First agentic LLM for autonomous data science with end-to-end pipeline from data to analyst-grade reports

README

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: ๐Ÿ›  Entire data science pipeline: Automatically perform any data science tasks such as data preparation, analysis, modeling, visualization,โ€ฆ

Source attribution

  • GitHub โ€” github.com/ruc-datalab/deepanalyze
  • Awesome AI for Science โ€” github.com/ruc-datalab/deepanalyze

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