Content deleted Content added
m Open access bot: add arxiv identifier to citation with #oabot. |
Mikkokotila (talk | contribs) m →Grid search: added Talos hyperparameter optimizer |
||
Line 122:
* [[LIBSVM]] comes with scripts for performing grid search.
* [[scikit-learn]] is a Python package which includes [http://scikit-learn.sourceforge.net/modules/grid_search.html grid] search.
*[https://github.com/autonomio/talos Talos] is a hyperparameter optimizer that implements a grid search for [[Keras]] models
===Random search===
Line 127 ⟶ 128:
* [[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.
*[https://github.com/autonomio/talos Talos] is a hyperparameter optimizer that implements a customizable random search for [[Keras]] models
===Bayesian===
| |||