Documentation Enhancement Suggestion

[seven4233]

Suggestion

I'd like to suggest enhancing the documentation for some of the machine learning algorithms to include more detailed explanations of the underlying mathematical concepts and practical use cases.

Benefits

• Better understanding for beginners
• More context for algorithm implementation choices
• Improved educational value of the repository

This is just a demonstration of the GitHub MCP Server's create_issue functionality. Please feel free to close this issue if it's not relevant.

Thank you for maintaining this valuable educational resource!

[lighting9999]

This seems to be the same as my issue #12826, I also want to change the documentation to make it more modern.

[shrutim250]

Hi @seven4233 ,
I completely agree — enhancing the documentation with more details on the math behind the algorithms and their real-world use cases would be incredibly helpful, especially for beginners.

If you'd like, I'd love to contribute to this! I can start with a few algorithms (like Decision Trees or KNN) and add explanations for the math, examples, and practical applications.

Let me know if that would be useful or if there's a preferred format you'd like contributors to follow.