How to professionally spell library names such as "scikit learn"?
Scikit-learn has a citation guide: https://scikit-learn.org/stable/about.html#citing-scikit-learn
They spell it with a uppercase &quot;S&quot; and lowercase &quot;l&quot;:

Scikit-learn: Machine Learning in Python