I just wrote a blog post about Bayesian Optimization.
Bayestian optimization is an algorithm for finding the most probable optimum of any function using minimal function evaluations.
An example of such a function is the optimization of a chemical reaction yield by varying temperature and pressure, where running a single reaction might take days.
Feedback welcome, and criticizm even more so!
https://blog.aschoch.ch/posts/bayesian-optimization
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