I've never used the library directly but it was quite usefull as a method for hyperparameter search on optuna (for choosing machine learning tuning parameters).
Same here, that's how I first came across it :) At current tests, it performs a lot better compared to other samplers and requires a lot less trials to find good hyperparameters.