Stop Writing Scripts by Hand: DeepAnalyze Packs the Entire Data-Science Pipeline Into an 8 B Model
19 hours ago 高效码农“ 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 …
Excel File Comparison: Top Tools and Techniques to Find Differences in Seconds
1 months ago 高效码农The Ultimate Guide to Excel File Comparison: Tools and Techniques for Professionals “ How to pinpoint data differences in seconds—not hours Why Excel Comparison Matters in Daily Work Every day, professionals across industries face a common challenge: identifying changes between spreadsheet versions. Whether you’re a financial analyst tracking budget revisions, a project manager monitoring project updates, or a researcher collating datasets, manually comparing Excel files is error-prone and time-consuming. Consider these real-world scenarios: • Financial teams reconciling monthly reports across 30+ subsidiaries • Legal departments tracking contract revisions during negotiations • Research groups validating experimental data against baseline measurements • …