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

问题描述

Python社区，
我正在学习数据科学的Python，但是我的问题是我仍然不了解Spyder和Jupyter之间的区别！

Python community, I am learning Python for data science, but my problem is that I still don't understand the difference between Spyder and Jupyter!

我想你们帮助我了解区别的地方；

I would like you guys to help me to understand the difference, please; I would appreciate that.

最诚挚的问候。

推荐答案

这只是以下内容的基本摘要这两个工具。

Here's just a basic summary of the two tools.

Jupyter是用于数据分析的非常流行的应用程序。这是一个IPython笔记本（交互式python）。您可以分别运行每个代码块。例如，我可以使用matplotlib打印图形。创建一个新的代码块并打印另一个图形。还有一些很酷的功能，例如％timeit，可以测试代码的速度。

Jupyter is a very popular application used for data analysis. It's an IPython notebook ("interactive python"). You can run each block of code separately. For example, I can print a graph using matplotlib. Create a new block of code and print another graph. There are also cool functions like %timeit that test the speed of your code.

Spyder只是用于python的集成开发环境（IDE），例如atom，visual studio等。我使用VS Code，建议您也安装它。学习和运行起来更容易。由于其受欢迎程度，还有大量有用的youtube视频。

Spyder is just an Integrated Development Environment (IDE) for python like atom, visual studio, etc. I use VS Code and I suggest you install it as well. It's easier to learn and get running. There's also tons of helpful youtube videos due to its popularity.

我更喜欢使用jupyter笔记本来分析数据，无论是大熊猫数据框还是地块。当我开发程​​序或对已经分析过的数据实施新代码时，我使用诸如VS Code之类的文本编辑器。

I prefer to use jupyter notebook to analyze data whether it be in pandas dataframes or plots. When I'm developing a program or implementing new code on data I already analyzed, I use a text editor like VS Code.

还有很多其他功能，但我认为这就是您现在需要知道的全部。随着您获得更多的经验，您将了解有关工具的更多信息并找到您的偏好。如果您想了解更多，可以在网上找到大量有关他们的信息，这些人可能比我能更好地解释这一点。

There's a lot more to it, but I think that's all you need to know for now. As you gain more experience you'll learn more about the tools and find your preferences. If you want to know more, there a ton of information about them online with people who can probably explain this much better than I can.

我希望您踏入数据科学之路进展顺利！只要有耐心，记住奋斗是学习的一部分。祝你好运！

I hope your journey into data science goes well! Just be patient and remember struggling is part of learning. Good luck!

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