KerasTuner Oracles
The Oracle class is the base class for all the search algorithms in KerasTuner.
An Oracle object receives evaluation results for a model (from a Tuner class)
and generates new hyperparameter values.
The built-in Oracle classes are
RandomSearchOracle, BayesianOptimizationOracle, and HyperbandOracle.
You can also write your own tuning algorithm by subclassing the Oracle class.
The base Oracle class
- Oracle class
- create_trial function
- end_trial function
- get_best_trials method
- get_state method
- set_state method
- score_trial method
- populate_space method
- update_trial function