118
правок
Изменения
Нет описания правки
=== Реализация Grid search в библеотеках ===
* scikit-learn<ref>[https://scikit-learn.org/stable/modules/generated/sklearn.model_selection.GridSearchCV.html scikit-learn]</ref>* Katib<ref>[https://github.com/kubeflow/katib Katib]</ref>* Tune<ref>[https://tidymodels.github.io/tune/articles/grid.html Tune]</ref>* Talos<ref>[https://autonomio.github.io/docs_talos/#grid-search Talos]</ref>
== Random grid search ==
=== Реализация Random grid ===
* Ray<ref>[https://ray.readthedocs.io/en/latest/tune-searchalg.html#variant-generation-grid-search-random-search Ray]</ref>* Katib<ref>[https://github.com/kubeflow/katib Katib]</ref>* scikit-learn<ref>[https://scikit-learn.org/stable/modules/generated/sklearn.model_selection.RandomizedSearchCV.html scikit-learn]</ref>* Tune<ref>[https://ray.readthedocs.io/en/latest/tune-searchalg.html#variant-generation-grid-search-random-search Tune]</ref>* Talos<ref>[https://autonomio.github.io/docs_talos/#models Talos]</ref>* Hyperopt<ref>[https://hyperopt.github.io/hyperopt/#algorithms Hyperopt]</ref>
== SMBO ==
* Gaussian Processes: [https://devhub.io/repos/automl-spearmint Spearmint], [https://scikit-optimize.github.io/stable/modules/classes.html#module-skopt.optimizer Scikit-optimize]
== См. также ==*[http://neerc.ifmo.ru/wiki/index.php?title=Машинное_обучение Викиконспекты: Машинное [Автоматическое машинное обучение]]*[[Бустинг, AdaBoost]]*[[Кросс-валидация]]*[[Поиск архитектуры нейронной сети]]== Примечания ==<references/>
== Источники ==