Articles by tag: optuna

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.