Picture by the writerAs a data scientist, Joe’s notebook has become one of the first platforms we learn to use, as it allows to manipulate data easier than standard programming id. Given its usefulness, the Gapter Notebook has become a standard tool that every data scientist now uses in his daily work.
Gapter notebook is already useful as it is. However, we can further enhance its efficacy by utilizing various expanses. In this article, we will extend the seven different Gupators notebook that will improve your work.
1.
Jupyter Contributed NBEXTENSIONSIs often known as NBEXTENSION, not the same extension, but a bundle of more than fifty joper extension that we can use.
Most extensions with the same improvement on our work are simple, but this extension still brings extra costs that you should use if you are working with the Gapter notebook.
Follow the installation process described in the documents, and you will see a new tab in your Japter Notebook that is labeled Nbextensions. Select this tab, and you will see an extension list as shown below.
Extension of a lot of recommendations you can choose but not limited:
- Hunterland: Enable Real Time Code Auto Finishing When We Type
- Various Inspector: Opens a Side Pan to see existing variables that we start
- Rantols: adds a swimming toolbar to perform cells in a flexible way
- Scratch Pad: provides a swimming scratch pad for temporary notes
- Follow the time: show how long the code is implemented and when
There are many more extensions from nBextensions you can try, so check them yourself.
2. Jupyter-resources use
One thing that is missing is the ability to monitor the use of resources within the platform. It seems easy, but it is beneficial to understand our memory and available covers when working with large datases or training models.
Jupyter-resources use Extension comes to help us as our indicator so that we can control the overall resources when working with the Jupiter notebook.
If you have followed the installation, the use of resources is shown as the following icon.
Many of our data science tasks should help us to ensure the available resources available in our system.
3. Jupyter vigetts
Jupiter notebook is appropriate for visuals, but initially it was designed as a stable tool. The output you receive is not intended for further interaction.
However, Jupyter vigetts Change how you can use your Jipter notebook, as it allows you to convert the data in the notebook into interactive visualization. We can see an example of the Gapter widget below.
By using the Code, we can develop an interactive visionaryization that enables users to engage in more intuitive data search processes.
4. Gapter themes
When we are working on the Jupiter notebook, sometimes our notebook is not comfortable for us, or the right tone for our work.
In this case, we can use Jupyter themes Extended to customize the appearance of our Jipter notebook. With a simple command line command, you can replace the default format with something else in the list.
For example, Gapter themes monokai The theme will look like a picture below.
If you need a change in the theme, this extension is perfect for you.
5. Nbconvert
The Jupiter notebook can act as a programming learning tool for scientists, which allows them to control cells and provide mark down specifications. Although their sharing is different from the format, it is only accessible from IDE.
With nbconvertYou can convert a Gapter notebook into different formats, including HTML, latex, PDF, and more. With the same command, you can convert the notebook into another format.
Use this extension if you need to publish your notebook in any other form .ipynb File
6. VoilÃ
As usual, Jupiter Notebook is a stable application where you run the code such as, and not a Standan application to run.
voilà The standard Gapter transforms notebook into a standstone web application with which you can communicate and discover. With a line of code, you can present the notebook as a application, which is below.
If you need to present your Jipter Notebook as an application, this extension is best for you.
7. Ur
Talking about the presentation, there are also times when you want to make your Gapter notebook code into the slideshow.
With HeightYou can transform your notebook directly into presentations that look like a PowerPoint presentation.
You can see an example of rise like a iconic icon below.
Whenever you need to present your notebook more sequence, Rise helps you make interactive presentations.
Conclusion
The Jupiter Notebook is a platform used by many data scientists to work with data analysis and cooperation. This is already a good tool, but we can use the extension that will help us work. In this article, we have discovered seven different Gapter notebook extension that data scientists should not miss:
I hope it has helped!
Cornelius Yodha Vijaya Data Science is Assistant Manager and Data Writer. Elijan, working in Indonesia for a full time, likes to share indicators of data and data through social media and written media. CorneLius writes on various types of AI and machine learning titles.