I made a YT video on how to build and deploy a streamlit application that allows you to interactively play with machine learning models directly from the browser.
The app is called playground: you can use it to test different models with different hyper-parameters on a set of non-linear classification problems.
Playground is meant for educational purposes to get familiar with models behaviour, notions of over/underfitting, drifts and to build an intuition behind each hyper-parameters. It doesn’t replace textbooks, it’s rather here to complete your knowledge. So take it as it is !
Want to see a demo? check out the first minutes of this video: https://youtu.be/htKmCWrFYr8
Here’s the code: https://github.com/ahmedbesbes/playground
Want to try the app: it’s right here (desktop is better):
Feedbacks are welcome