Hi @nbro,
Jakub from neptune.ml here.
I have recently developed a utility that helps you run pretty much any hyperparameter optimization library on pretty much any python script. You can check it out here 15 with examples in scikit-optimize and hyperopt.
Before you ask, Neptune is open and free for non-organizations.
Read more about it in the docs page 4 to get a better view.