Write meaningful tests

[mariaschuld]

We decided to not add the tests used during development to the final code, because they were high-level integration tests that check if a model converges on a trivial classification task. However, this can only flag issues very crudely, and may fail for other reasons than bugs in the code.

However, to ensure integrity of the code base, meaningful low-level integration or unit tests should be added.