Optuna Samplers

An important step in building ML models is choosing a set of optimal hyperparameters. One of the best python packages to tune hyperparameters is Optuna. In this article I use Optuna to estimate the minimum and maximum of a simple function and try to illustrate, with a set of interactive graphs, what makes Optuna so efficient.