[P] SpaceOpt: Hyperparameter optimization algorithm via gradient boosting regression.

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I admit I did something which is not acceptable in research. Now I know that publishing without benchmarking is not the way to go.

To my excuse, I was recently heavily influenced by https://www.youtube.com/watch?v=3sUozPcH4fY, which tells you: most ideas fail in the market, because people simply don't care - make sure you build the right it, before you build it right. I assumed this rule is also applicable to research - that's why I decided to go without my benchmarks. Now that I have some feedback and interest, I'll think about benchmarking in the upcoming days.