Implements a hyperparameter optimization algorithm.

Oracle(
objective,
max_trials = NULL,
hyperparameters = NULL,
allow_new_entries = TRUE,
tune_new_entries = TRUE
)

## Arguments

objective String. Name of model metric to minimize or maximize, e.g. "val_accuracy". The maximum number of hyperparameter combinations to try. HyperParameters class instance. Can be used to override (or register in advance) hyperparamters in the search space. Whether the hypermodel is allowed to request hyperparameter entries not listed in hyperparameters. Whether hyperparameter entries that are requested by the hypermodel but that were not specified in hyperparameters should be added to the search space, or not. If not, then the default value for these parameters will be used.

None