Stop Writing Scripts by Hand: DeepAnalyze Packs the Entire Data-Science Pipeline Into an 8 B Model

“ Core question: Is there an off-the-shelf way for a single-GPU 8 B model to move from messy files to a printable PDF report without a human writing a single line of code? The answer is yes. DeepAnalyze, open-sourced by the Data Engineering team at Renmin University of China, turns the five classic steps of data science—cleaning, exploration, modeling, visualization, and narrative reporting—into an autonomous agent. One prompt, one command, one PDF. The 3,000-word guide below is based strictly on the official README; no external facts, hype, or guesswork added. Quick Glance Section One-sentence Take-away Capability Check What the model …