- Tree parzen algo
https://papers.nips.cc/paper/4443-algorithms-for-hyper-parameter-optimization.pdf
- Decision Tree
https://www.cs.princeton.edu/courses/archive/spr07/cos424/papers/mitchell-dectrees.pdf
- Gradient Boost
- XGBoost
https://www.kdd.org/kdd2016/papers/files/rfp0697-chenAemb.pdf
- Catboost
https://arxiv.org/pdf/1706.09516.pdf
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Gaussian Processes http://krasserm.github.io/2018/03/19/gaussian-processes/ http://www.gaussianprocess.org/gpml/
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hyperopt
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SVM and Kernel Tricks