Jupyter Notebook 和 JupyterLab 有什么区别? [英] What is the difference between Jupyter Notebook and JupyterLab?

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问题描述

我是 Jupyter Notebook 的新手,Jupyter Notebook 和 JupyterLab 的主要区别是什么,建议我选择最好的一个,以便将来使用.

I am new to Jupyter Notebook, what is the key difference between the Jupyter Notebook and JupyterLab, suggest me to choose the best one, which should be used in future.

推荐答案

Jupyter Notebook 是一个基于 Web 的交互式计算环境,用于创建 Jupyter Notebook 文档.它支持 Python (IPython)、Julia、R 等多种语言,主要用于数据分析、数据可视化和进一步的交互式探索性计算.

Jupyter Notebook is a web-based interactive computational environment for creating Jupyter notebook documents. It supports several languages like Python (IPython), Julia, R etc. and is largely used for data analysis, data visualization and further interactive, exploratory computing.

JupyterLab 是下一代用户界面包括笔记本.它具有模块化结构,您可以在其中以选项卡的形式在同一窗口中打开多个笔记本或文件(例如 HTML、文本、Markdowns 等).它提供了更多类似 IDE 的体验.

JupyterLab is the next-generation user interface including notebooks. It has a modular structure, where you can open several notebooks or files (e.g. HTML, Text, Markdowns etc) as tabs in the same window. It offers more of an IDE-like experience.

对于初学者,我建议从 Jupyter Notebook 开始,因为它只包含一个文件浏览器和一个(笔记本)编辑器视图.它可能更容易使用.如果您想要更多功能,请切换到 JupyterLab.JupyterLab 提供了更多功能和增强的界面,可以通过扩展进行扩展:JupyterLab 扩展 (GitHub)

For a beginner I would suggest starting with Jupyter Notebook as it just consists of a filebrowser and an (notebook) editor view. It might be easier to use. If you want more features, switch to JupyterLab. JupyterLab offers much more features and an enhanced interface, which can be extended through extensions: JupyterLab Extensions (GitHub)

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