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
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skforecast
Updated 3/9/2026
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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.

Installation
$ install --globalskills.sh
Usage

Once installed, you can use this skill by running the following command in your terminal:

skills use hyperparameter-optimization