HyperparameterHunter Examples
*****************************
This section provides links to example scripts that may be helpful to better understand how HyperparameterHunter works with some
libraries, as well as some of HyperparameterHunter's more advanced features.

Getting Started
===============
* `Simple Experiment <https://github.com/HunterMcGushion/hyperparameter_hunter/blob/master/examples/simple_experiment_example.py>`__
* `Simple Hyperparameter Optimization <https://github.com/HunterMcGushion/hyperparameter_hunter/blob/master/examples/simple_optimization_example.py>`__

Different Libraries
===================
* `CatBoost <https://github.com/HunterMcGushion/hyperparameter_hunter/blob/master/examples/catboost_examples>`__
* `Keras <https://github.com/HunterMcGushion/hyperparameter_hunter/blob/master/examples/keras_examples>`__
* `LightGBM <https://github.com/HunterMcGushion/hyperparameter_hunter/blob/master/examples/lightgbm_examples>`__
* `Scikit-Learn <https://github.com/HunterMcGushion/hyperparameter_hunter/blob/master/examples/sklearn_examples>`__
* `XGBoost <https://github.com/HunterMcGushion/hyperparameter_hunter/blob/master/examples/xgboost_examples>`__
* `rgf_python <https://github.com/HunterMcGushion/hyperparameter_hunter/blob/master/examples/rgf_examples>`__

Advanced Features
=================
* `Holdout/Test Datasets <https://github.com/HunterMcGushion/hyperparameter_hunter/blob/master/examples/holdout_test_datasets_example.py>`__
* `do_full_save <https://github.com/HunterMcGushion/hyperparameter_hunter/blob/master/examples/do_full_save_example.py>`__
* `environment_params_path <https://github.com/HunterMcGushion/hyperparameter_hunter/blob/master/examples/environment_params_path_example.py>`__
* `lambda_callback <https://github.com/HunterMcGushion/hyperparameter_hunter/blob/master/examples/lambda_callback_example.py>`__
