[klon]

I am surprised CMA-ES is not included. It is the state of the art gradient free optimization algorithm last I checked.

https://en.wikipedia.org/wiki/CMA-ES

[simonblanke]

Evolution strategy is included. The "Covariance matrix adaptation" is for making this algorithm work for continuous search spaces. But gradient-free-optimizers has discrete search space.