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add Tree-structured optimization algorithm (idea from Hyperopt)
add Decision-tree optimization algorithm (idea from sklearn)
enable new optimization parameters for bayes-opt:
max_sample_size: maximum number of samples for the gaussian-process-reg to train on. Sampling done by random choice.
skip_retrain: skips the retraining of the gaussian-process-reg sometimes during the optimization run. Basically returns multiple predictions for next output (which should be apart from another)