All code is written in Python 3 following the PEP8 style guide. We document the code following NumPy docstrings 42 as well as format and lint the code and notebooks with black, black-nb, 44 flake8, and flake8-nb. A detailed documentation is hosted on ReadTheDocs 47 at using sphinx. We test the kissim code using pytest 49