Make sure experiments can be run easily from scratch

[Alexander-Schiendorfer]

When checking out the repo, a user should be able to run it instantly:

E.g., when running simple_diversity.py make sure that

• the directory <model>_profiles is created if it doesn't exist
• the directories plots/<model>/png and plots/<model>/gif are created if they don't exist