https://sudonull.com/cma-es-in-optuna-hyperparameter-optimization-without-gradients
Step-by-step breakdown of CMA-ES — an evolutionary algorithm for hyperparameter selection. How step adaptation and covariance matrix work. Examples and recommendations.