Hyperparameter optimization: Difference between revisions

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===Random search===
* [https://github.com/hyperopt/hyperopt hyperopt], also via [https://github.com/maxpumperla/hyperas hyperas] and [https://github.com/hyperopt/hyperopt-sklearn hyperopt-sklearn], are Python packages which include random search.
* [[scikit-learn]] is a Python package which includes [http://scikit-learn.org/stable/modules/generated/sklearn.grid_search.RandomizedSearchCV.html random] search.
* [http://docs.h2o.ai/h2o/latest-stable/h2o-docs/automl.html H2O AutoML] provides automated data preparation, hyperparameter tuning via random search, and stacked ensembles in a distributed machine learning platform.