Hey, hyperopt author here. I started something of a spearmint binding [1] but I didn't get very far yet. The main trouble is that spearmint currently does not h

Hey, hyperopt author here. I started something of a spearmint binding [1] but I didn't get very far yet. The main trouble is that spearmint currently does not have proper support for parameters that apply "sometimes". There's a paper at the upcoming NIPS workshop on Bayesian optimization with an interesting scheme for doing that, but still very much a research question. [1]: https://github.com/hyperopt/hyperopt-spearmint https://github.com/hyperopt/hyperopt-spearmint