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2025-02-25 Update From: SLTechnology News&Howtos shulou NAV: SLTechnology News&Howtos > Internet Technology >
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What are the five ways to use Jupyter? I believe many inexperienced people don't know what to do about it. Therefore, this article summarizes the causes and solutions of the problem. Through this article, I hope you can solve this problem.
Jupyter is more than just a data analysis tool. Let's see how to use this Python-based software in the most creative way.
The Jupyter project provides a technical way to write software interactively with JupyterLab and Jupyter Notebook. This software is usually used for data analysis, but you may not know (and neither does the Jupyter community) how much you can do with it.
Here are five unexpected creative ways I use Jupyter.
1. Process the image
There are many good open source tools for image editing and processing-from those comparable to Photoshop to the experimental Glimpse. But even with so many choices, sometimes I still don't want to leave the world of Python.
Fortunately, Jupyter is a good choice for lightweight image processing. Take advantage of Jupyter to directly display Pillow objects as images, so that you can experiment with the pictures as much as you want. I even used it to make a color painting for the child.
2. Make a SSH springboard remote control
Because JupyterLab allows you to upload and download files, edit files, and even run terminals, it has all the parts you need to make a springboard environment for SSH.
With some SSH forwarding magic, you can make Jupyter a remote console on the other side of the firewall.
3. Develop Web applications
One of my favorite ways to use Jupyter is for unexpected software development. I gave a speech in which I developed a Web application in real time using Jupyter Notebook. The presentation ends with a simple form that is XSS and CSS secure and includes some lightweight server-side computing.
An everyday Jupyter user may not expect it to be the best Web development environment, but it is a very powerful environment.
4. Extract reports from your favorite services
Data analysis in JupyterLab is a common usage, but what about self-improvement analysis self-improvement analysis?
You can use Jupyter to analyze your calendar. If your favorite service allows API exports, or even allows you to export a CSV, you can associate these with your calendar. If you find that when you post on social media, your calendar says you should have a meeting with your manager, then Jupyter won't save you!
5. Develop games
My favorite way to expand my expectations for Jupyter Notebook is to build a game with my kids. I've written about this before, and there's a step-by-step tutorial for writing games in PursuedPyBear and Jupyter.
This iterative approach to game development is particularly useful when trying to figure out how the game works. Being able to change the rules in the middle of the game (I'm sorry, I have to) is a way to change the rules of the game.
You can even use IPywidgets to modify digital parameters, as shown in this video.
After reading the above, have you mastered what are the five ways to use Jupyter? If you want to learn more skills or want to know more about it, you are welcome to follow the industry information channel, thank you for reading!
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