automl

Automatic machine learning.

Automatic machine learning (AutoML) automates the selection and tuning of learners. In data stream learning, AutoML must make these choices online, continually re-evaluating and adapting to changing data characteristics.

Classes

AutoClass	AutoClass
BanditClassifier	Bandit-based model selection for streaming classification.
EpsilonGreedy	Epsilon-Greedy bandit policy for model selection.
SuccessiveHalvingClassifier	Successive Halving Classifier for model selection in streaming scenarios.