Best_Practices

Machine-Learning Style Guide & Best Practices

Write professional, uniform, and clean Machine-Learning code by adhering to these guidelines.

Code Conventions

• Naming: Use clear naming formats. Variables should represent content details.
• Modularity: Design code split cleanly into functions and classes.
• Error Handlers: Always account for boundary checks.

Best Practices Checklist

• Split datasets into train/test sets, normalize features to identical scales, prevent overfitting, use matrix operations.