home/categories/machine-learning/skforecast-skforecast-skills-hyperparameter-optimization-skill-md
machine-learningdata-ai

hyperparameter-optimization

Optimizes forecaster hyperparameters using grid search, random search, or Bayesian search (Optuna). Covers single-series and multi-series search, cross-validation configuration, and search space definition. Use when the user wants to find the best model configuration.

skforecast
maintainer
skforecast
Atualizado 3/9/2026
Estrelas
1476
Forks
187
quick start

Installation and usage

Optimizes forecaster hyperparameters using grid search, random search, or Bayesian search (Optuna). Covers single-series and multi-series search, cross-validation configuration, and search space definition. Use when the user wants to find the best model configuration.

Instalação
$ install --globalskills.sh
Uso

Depois de instalar, você pode usar esta skill executando o seguinte comando no terminal:

skills use hyperparameter-optimization