Checklist Model

[Pherkel]

• Meaningful variable names
• PEP8 compliant (Pylint value of 9.0 or higher)
• One line no more than one logical step
• Where do you get the data from?
• Deterministic train, validation, test split
• Where to put the data?
• Is the code reproducible (in a loose sense)? Can I run it without extra knowledge?
• Docstrings that describe what is/should be achieved and how to use? (Not how it is implemented.)
• Minimal comments; the code should be self-explanatory
• Split into train validation test set
• Training loop (2 points)
• Storing weights and continuing from checkpoint
• Code for plotting of loss reduction over epochs
• Code for evaluation measure (figure / table)