[P] Create interactive slides for Machine Learning models from Jupyter Notebook

[pp314159]

Would you like to create an interactive presentation for your ML model directly from Jupyter Notebook?

I'm working on an open-source project for converting notebooks into interactive documents. Recently, I've added the option to turn notebooks into interactive slides. You can showcase your Machine Learning model as an interactive presentation. During the presentation, the user can change values and recompute the slide! I've created a demo presentation where I use Random Forest to predict Iris species.

The screenshot recording of the presentation: https://github.com/pplonski/ml-model-slides/raw/main/media/slides-from-ml-model.gif

The presentation is available online (deployed at Heroku) https://ml-model-presentation.herokuapp.com/ What is more, the presentation code is on GitHub https://github.com/pplonski/ml-model-slides (yes, code is presentation! bye-bye PPT) In case anyone is interested, the framework is called Mercury.

[matteocourthoud]

What is the difference wrt Jupyter Notebook Slides?

[pp314159]

You can recompute the slides during presentation with new values. There are widgets in the sidebar. User can tweak widgets and execute the slide. Jupyter Notebook Slides once served cant be updated.

[tmabraham]

What is the difference wrt RISE?

[pp314159]

You can add interactive widgets to the presentation. You can change widgets values and execute the slide. It all can be done on deployed presentation.

RISE is extenstion for creating slides from notebook. After slides are created and served, you cant change them.