BayesOpt Alternatives

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NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a better BayesOpt alternative or higher similarity.

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BayesOpt reviews and mentions

Posts with mentions or reviews of BayesOpt. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-01-06.

The Evolutionary Computation Methods No One Should Use
3 projects | /r/optimization | 6 Jan 2023

Very interesting to see how wide spread this is. Stumbled upon it myself by accident when comparing my algorithm to a popular Bayesian optimisation algorithm (https://github.com/rmcantin/bayesopt). Almost every run it would sample the exact centre of the optimisation space. At first I was blown away by the performance until I found it suspicious that the precise optimum was found so often. Shifting the optimum away from the centre greatly reduced the algorithms performance.