Design Conventions

• Naming conventions in Python
• fastai coding guidelines
• Naming Conventions
• Default Argument Values

Design Best Practices

Checkout Code Format libraries: Coding Style Guidelines

• Keep your code and settings clean!
• All tuneable parameters in one place!
• Modularer Aufbau!
• Gutes config-file → Config-File
• Wiederkehrende Zahlen, oder Datum’s als Globale Konstanten!
• Keep your arguments at a minimum. Ideally, your functions should only have one to two arguments. If you need to provide more arguments to the function, you can create a config object which you pass to the function or split it into multiple functions.

• Functions should only perform a single task. Hint: If your function contains the keyword 'and', you can probably split it into two functions.
• Use upper case names for constants
• Use docstrings to document usage of your modules, classes, and functions