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English(EN) Plainbook: Data Science, in Plain Language

Plainbook 系统优先使用自然语言而非代码进行数据科学分析

一个名为 Plainbook 的新系统已被开发出来,通过优先使用自然语言而非代码来使数据科学更加易于访问。与传统的 Jupyter Notebook 不同,Plainbook 从自然语言描述自动生成代码,并强制执行线性执行顺序以防止隐藏状态。它还包含了对单个单元格和全局的验证机制,允许用户在无需理解编程的情况下确认计算的正确性。 AI

影响 通过使用户能够使用自然语言而不是代码进行工作,有可能降低数据科学的入门门槛。

排序理由 该集群包含一篇描述新系统的学术论文。[lever_c_demoted from research: ic=1 ai=1.0]

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Plainbook 系统优先使用自然语言而非代码进行数据科学分析

报道来源 [2]

  1. arXiv cs.AI TIER_1 English(EN) · Luca de Alfaro, Mathis Aubert, Ranjit Jhala, Eliana Pastor, Elena Baralis ·

    Plainbook:通俗易懂的数据科学

    arXiv:2607.05717v1 Announce Type: cross Abstract: Jupyter Notebooks have become widely adopted in data science, as they allow the sharing of reproducible computational analysis. They are, however, accessible only to people who understand computer code. To reach the broader audien…

  2. Hugging Face Daily Papers TIER_1 English(EN) ·

    Plainbook: Data Science, in Plain Language

    Jupyter Notebooks have become widely adopted in data science, as they allow the sharing of reproducible computational analysis. They are, however, accessible only to people who understand computer code. To reach the broader audience of scientists interested in data analysis and c…