Glossary: ML Beyond the Basics
Optuna
A free library that searches for good hyperparameters adaptively, learning from earlier tries. You write an objective function and a study runs many trials.
Where the book teaches it
Related terms
TPE (Tree-structured Parzen Estimator)Sampler, trial, studyNested validation